Data News

A lifestyle survey asked what male body type women find most attractive, and the inverted-triangle physique ranked first. Though a light-hearted poll rather than rigorous research, it reflects shifting popular tastes in appearance and often sparks discussion on social media. Read alongside similar surveys released around the same time, it helps complete the picture of how public preferences are changing.

Chinese title: 调查显示：男人倒三角身材最吸引女人

A survey reported by Nippon.com finds that over 30% of Japanese people are not used to traditional vertical writing. As horizontal writing spreads across digital devices and everyday documents, the population that reads vertically is changing — a cultural shift worth watching for publishers and educators. For market watchers, the value of such first-hand research lies in its clear methodology, which allows comparison across studies.

Chinese title: 超过三成的日本人不习惯传统竖排书写

Drawing on consumer transaction data, Consumer Edge examines the growth of vodka ready-to-drink sodas, asking whether they are merely a continuation of the hard seltzer boom or a bigger new category opportunity, including shifts in share among leading brands. For market watchers, the value of such first-hand research lies in its clear methodology, which allows comparison across studies.

Chinese title: 伏特加汽水是硬苏打水的2.0，还是更大的机会？

Pew Research Center offers a first review of how accurate polls were in 2026, comparing pre-election surveys with actual results. The report sheds light on the challenges polling methods face in the current political environment and where they can improve. For market watchers, the value of such first-hand research lies in its clear methodology, which allows comparison across studies.

Chinese title: 初看2026年的民调表现

An SSRS survey finds that one in four American voters used AI chatbots while deciding how to vote, and tracked how these tools answered voters' questions. The study reveals the real impact of AI on the election information environment. Read alongside similar releases from other institutions, it helps complete the picture of how AI is shaping the way voters get information.

Chinese title: 四分之一美国人在决定如何投票时用过AI聊天机器人

SSRS has released its Q3 2026 ranking of podcast networks by reach, listing the leading networks by the number of people they reach. The data show how concentrated the U.S. podcast market is and how the audience scale of the major players is changing. Such institutional research is among the most-cited material for data professionals tracking market shifts.

Chinese title: 按覆盖范围排名的顶级播客网络（2026年第三季度）

A Pew Research Center survey finds that about a third of Americans have at some point left an online community they belonged to. The study explores why users leave online communities, providing data for understanding retention and the governance of community culture. Such institutional research is among the most-cited material for data professionals tracking market shifts.

Chinese title: 约三分之一美国人曾退出过某个网络社区

SSRS reports on new polls that review how the Democrats swept the midterm elections, with CNN's polling team breaking down how the makeup of the electorate and the key issues of the cycle combined to power the blue wave. Such post-election reviews of polling are important material for calibrating biases in pre-election surveys.

Chinese title: 新民调揭示民主党如何乘蓝色浪潮获胜

Pew Research Center brings together the latest findings from its global opinion surveys, presenting how Americans view each of the G20 countries. Such cross-national attitude data are foundational material for gauging the American public's diplomatic mood and shifts in countries' images, and can be compared with past results over time.

Chinese title: 美国人如何看待二十国集团国家

Using transaction data, Consumer Edge reviews how restaurant chain Texas Roadhouse weathered an online rumor storm in August: its market share held, while customer retention and new customer acquisition dipped slightly. The case shows the real impact of public sentiment on consumer data. Such institutional research is among the most-cited material for data professionals tracking market shifts.

Chinese title: Texas Roadhouse熬过8月谣言：份额守住，留存与拉新小幅下滑

A Pew Research Center survey finds that about 70% of Americans say social media companies have too much power in politics, and 55% say the same of news organizations, with attitudes differing between partisans of the two parties. The data reflect sustained public wariness about the political influence of platforms and the media.

Chinese title: 多数美国人认为社交媒体公司与新闻机构在政治中权力过大

Indeed Hiring Lab reviews the U.S. jobs report for October 2026, noting that beneath the strong headline numbers there are also concerns. The analysis covers the structure of job growth and which industries are hot or cold, offering a reference for judging the true temperature of the labor market. Read alongside similar releases from other institutions, it helps complete the picture.

Chinese title: 2026年10月就业报告：亮眼标题之下也有瑕疵

Consumer Edge transaction data show that Taco Bell has won back most of the market share it lost after the cyclospora outbreak, with the return of younger diners the most pronounced. The case illustrates the real impact of a food safety incident on a restaurant brand's consumer data and the pace of its recovery.

Chinese title: Taco Bell在环孢子虫风波后赢回年轻食客

NIQ's analysis argues that food and beverage suppliers should look to the East Asian market. Drawing on consumer data, the article discusses growth opportunities and channel characteristics in East Asia, offering a reference for brands shaping regional expansion strategies. Such institutional research is among the most-cited material for data professionals tracking market shifts.

Chinese title: 东亚之诺：食品饮料供应商为何应该看向东亚

NIQ data show that stormy weather weakened drinks sales in the UK in late October. The effect of short-term weather on drink consumption is clear, and the data remind beverage brands to factor seasonal swings into production planning and promotions. For market watchers, the value of such first-hand research lies in its clear methodology, which allows comparison across studies.

Chinese title: 风暴天气拖累10月下旬酒水销售

NIQ's analysis notes that cross-border and overseas shopping are becoming a routine part of Hong Kong households' fast-moving consumer goods purchases, and the shift in spending flows is reshaping the local retail landscape. Drawing on shopping data, the article discusses channel migration, offering a useful reference for anyone assessing the Greater Bay Area consumer market.

Chinese title: 跨境与海外购买正在重塑香港快消品消费

Mintel argues that the problem with sugar cannot be solved by cutting back alone — the key is to make sugar better. The piece touches on formulation innovation, sugar substitutes and consumer tastes, offering fresh thinking for food and beverage brands' sugar-reduction strategies. For market watchers, the value of such first-hand research lies in its clear methodology, which allows comparison across studies.

Chinese title: 英敏特：糖要变得更好，而不只是更少

Ahead of Pope Leo XIV's visit to Latin America in November 2026, Pew Research Center presents a set of charts on the state of Catholicism in the region, including the size of the Catholic population and shifts in religious identity. Such data on religious demography are foundational material for understanding Latin American social structure.

Chinese title: 拉丁美洲天主教图鉴：教宗良十四世2026年11月到访前的数据

Indeed Hiring Lab breaks down U.S. productivity and costs data for Q3 2026, summed up as doing more with less. Shifts in productivity feed into judgments about wages, prices and monetary policy. Read alongside similar releases from other institutions, it helps complete the picture.

Chinese title: 2026年三季度生产率与成本：以更少投入做更多事

CivicScience lists six consumer trends to watch for Thanksgiving 2026, covering shopping plans, spending intent and category preferences. The data give retailers forward-looking signals for planning holiday-season marketing. For market watchers, the value of such first-hand research lies in its clear methodology, which allows comparison across studies.

Chinese title: 2026年感恩节值得关注的六个消费趋势

Ramp's economics lab picks out several underrated trends in AI and software adoption, using corporate spending data to observe how deployment is actually progressing. The piece helps separate the narrative around the AI boom from the real pace of adoption. Read alongside similar releases from other institutions, it helps complete the picture.

Chinese title: AI与软件采用中几个被低估的趋势

A Pew Research Center survey finds that LGBTQ adults are more likely than the general population to join online communities and to find value in them, although some have left because of harassment. The study provides concrete data for understanding minority groups' sense of belonging in digital spaces.

Chinese title: LGBTQ美国人更常参与网络社区，也更能从中获得价值

CivicScience's economic sentiment index has rebounded amid a mix of positive and negative signals. How consumers feel about the economic outlook affects spending decisions, and this kind of high-frequency sentiment data serves as a supporting indicator for judging consumer resilience. Read alongside similar releases from other institutions, it helps complete the picture.

Chinese title: 信号交织之下，经济情绪出现反弹

SSRS sports insights show that the Big Ten has risen to become the most popular men's college basketball conference. Shifts in fan preference affect broadcast value and the sponsorship landscape, making this a useful observation point for the commercialization of U.S. college sports. Read alongside similar releases from other institutions, it helps complete the picture.

Chinese title: 十大联盟升至最受欢迎男子大学篮球联盟

A Gartner survey finds that 21% of service and support leaders say they have already reduced human agent headcount because of AI. The data suggest that AI's displacement of customer service roles is moving from pilot projects to actual workforce adjustments. Such institutional research is among the most-cited material for data professionals tracking market shifts.

Chinese title: Gartner调查：21%的服务负责人已因AI削减人工坐席

Consumer Edge basket data show that Halloween candy sales improved slightly from mid-October through October 31, but remained soft overall. Holiday category data are a high-frequency window on U.S. consumer resilience and also inform candy makers' seasonal inventory decisions.

Chinese title: 万圣节糖果销售偏软，但还不算太吓人

The American Customer Satisfaction Index has released a report naming the top-ranked convenience store for customer satisfaction. Convenience stores are a high-frequency part of everyday American spending, and the satisfaction ranking reflects how the chains compare on service, merchandise and the overall experience.

Chinese title: 报告：顾客满意度第一的便利店

An American Customer Satisfaction Index survey shows that USAA's insurance business has lost its No. 1 spot in customer satisfaction. Insurance is one of the most fiercely contested service categories for satisfaction, and a change at the top often reflects shifting reputations on claims handling and service experience.

Chinese title: USAA保险业务在顾客满意度调查中丢掉第一

CivicScience data show that 65% of online shoppers often abandon their shopping carts, but that does not mean the sale is lost for good. Cart abandonment is one of the biggest leaks in the e-commerce conversion funnel, and the article uses consumer intent data to discuss how much of it retailers can win back.

Chinese title: 65%的网购者经常弃购，但零售商并非束手无策

NIQ's analysis notes that measuring only first-party sales may miss about two-thirds of Amazon's health and beauty sales, with third-party sales accounting for a share that cannot be ignored. Incomplete measurement can lead brands to misjudge market share, and the article urges beauty brands to complete the data picture.

Chinese title: 美妆测量不完整的隐性成本

CivicScience's well-being indicator improved ahead of the midterm elections. This kind of high-frequency sentiment data is linked to consumers' willingness to spend and is often used to help gauge consumer resilience; swings in sentiment around elections also provide material for understanding the relationship between the political cycle and how people feel about the economy.

Chinese title: 中期选举前，美国人的幸福感改善

Indeed Hiring Lab reviews the U.S. JOLTS report for September 2026, describing the labor market as eerily quiet — a contrast with the noise elsewhere in the economy. Job openings and labor turnover data are core indicators of how tight the job market is and are worth reading alongside the payrolls data.

Chinese title: 2026年9月JOLTS报告：异乎寻常的平静

A new survey finds that 49% of U.S. workers say anxiety about artificial intelligence has harmed their mental health, with Gen Z feeling particular pressure over job loss. The impact of AI on workplace morale is moving from anecdote to quantifiable survey data, something employers should take seriously.

Chinese title: 调查：近半数员工称对AI的担忧影响心理健康

A survey of 400 finance chiefs worldwide finds that half expect their AI investments to deliver significant positive returns within two years. Finance executives' expectations about the timeline are an important signal for judging whether corporate AI spending is moving from pilots toward returns at scale.

Chinese title: 调查：首席财务官们预计AI两年内见效

A Pew Research Center survey finds that 80% of Americans say media criticism keeps political leaders in check, up from 75% in September 2025, while only 16% take the opposite view. Against a backdrop of low trust in the media, public recognition of its watchdog role has instead risen.

Chinese title: 两党多数人都认为媒体批评能约束政客

A Pew Research Center survey finds that trust in national and local news has risen over the past year across party lines and age groups, while trust in social media has been largely unchanged. The rebound is modest in size, but its direction is notable after years of decline.

Chinese title: 过去一年美国人对新闻机构信息的信任上升

Pew Research Center's population estimates show that, depending on ancestry and identity criteria, the Middle Eastern and North African population in the U.S. in 2024 ranged from 3.1 million to 5.2 million. The difference in methodology produces an estimation range of nearly twofold — itself a notable case in demographic measurement.

Chinese title: 美国有多少中东与北非裔人口？

CivicScience's roundup covers three sets of data: the key issues of the 2026 midterm elections, holiday gift-buying plans, and the share of young adults living with their parents. Each is a high-frequency consumer and social indicator it tracks, and together they offer a read on the American social mood.

Chinese title: 三件要知道的事：2026年中期选举议题、假日购物与与父母同住的年轻人

The American Customer Satisfaction Index ranking shows that America's top-rated fast-food chain is not Chick-fil-A, the longtime leader. Fast food is one of the most fiercely contested categories for satisfaction, and a change at the top often comes down to small differences in food consistency and service experience.

Chinese title: 美国评分第一的快餐连锁是哪家？不是Chick-fil-A

The American Customer Satisfaction Index has released its satisfaction ranking of every major airline in America. Airline reputations are heavily shaped by delays, baggage handling and the cabin experience, making this ranking one of the most-cited third-party benchmarks for observing competition among carriers.

Chinese title: 美国各大航空公司满意度排名

A Pew Research Center survey finds that 58% of American adults now say social media is an important source of news for them. News habits keep migrating toward social platforms, rewriting how traditional media reach audiences — a trend with direct implications for media distribution and the spread of public issues.

Chinese title: 越来越多美国人把社交媒体当作重要新闻来源

SSRS's economic attitudes tracker shows American pessimism about the economy reaching new highs, with more people delaying major life decisions such as buying a home or changing jobs as a result. Headlines change week to week, but caution at the household level keeps building, and spending and home-buying decisions are turning more conservative.

Chinese title: 经济悲观情绪创新高，美国人推迟重大人生决定

Consumer Edge transaction data show that Wegmans captured 2.7% of local grocery spending in its first two days in Charlotte. Combined with how its share has trended after past store openings, the figures offer a basis for estimating how much share the regional chain can hold in a new market — a good case study in regional supermarket competition.

Chinese title: Wegmans夏洛特开业两天抢下2.7%杂货消费份额

Pew Research Center examines the situation of American women caught between employment and family caregiving: most parents of minor children are employed, and as the population ages, more people are caring for older relatives. How the dual pressures of work and caregiving are shared is an important window on changes in American family structure.

Chinese title: 女性、就业与照护：贯穿家庭生命周期的交织议题

Pew Research Center analysis finds that in the occupations most exposed to artificial intelligence, men's employment is growing faster than women's, a gap driven mainly by workers without a bachelor's degree. The impact of AI on the labor market is not evenly spread — gender and education are both redrawing the map of who gains and who loses.

Chinese title: 在受AI影响最大的职业里，男性就业增长快于女性

Indeed Hiring Lab's October snapshot notes that the U.S. labor market remains stuck in a 'low hiring, low layoffs' stalemate, with little visible movement beneath a calm surface. Economists, policymakers and job seekers are all watching for signs of loosening, but job turnover and hiring have yet to genuinely pick up.

Chinese title: 美国劳动力市场速览：2026年10月

Consumer Edge transaction data find that nearly 70% of Walmart shoppers did not shop at Sam's Club in the past year. Customer overlap between the big-box store and the warehouse club under the same group is far lower than commonly assumed, and the figures make clear both the growth potential and the conversion challenge for the membership format.

Chinese title: 近七成沃尔玛顾客从未在山姆会员店消费过

Consumer Edge's tracking of pre-Halloween candy sales finds that volumes for both chocolate and non-chocolate candy are running below last year. Holiday spending is a good window on U.S. consumers' price sensitivity, and softness in small discretionary purchases such as candy suggests households are being more careful with non-essentials.

Chinese title: 今年万圣节糖果销售跑输去年

Consumer Edge uses spending data to trace where Spirit Airlines' customers went after its bankruptcy: spending by former Spirit customers that Frontier picked up came to nearly six times Frontier's own relative scale. After the shakeout among low-cost carriers, the migration path of ultra-low-fare customers offers a concrete footnote for observing competition among U.S. airlines.

Chinese title: Spirit航空倒下五个月后，谁接走了它的乘客？

Pew Research Center counts show that the number of federal judges appointed so far in Trump's current term is lower than at the same point in his first term and behind most recent presidents. The pace of judicial appointments shapes the long-term makeup of the federal courts, and these comparisons provide a benchmark for measuring the slowdown.

Chinese title: 特朗普第二任期任命法官的节奏明显放慢

Drawing on survey data, McKinsey sets out eight core insights for China, covering farm household spending and risk expectations, input mix, adoption of new products and technologies, purchasing behavior, financing methods and regional differences. The findings reveal structural features of China's agricultural market and support agribusiness firms in shaping localization strategies.

Chinese title: 小农户、大市场：2026年麦肯锡中国农户调查报告

An AP-NORC poll shows that as the 2026 midterms approach, Americans are divided on the fairness of election procedures: about half of registered voters say they are very confident their votes will be counted accurately. Voters' confidence in vote counting is an important indicator for observing trust in elections and the scope for disputes afterward.

Chinese title: 不足半数选民非常确信中期选举计票会准确

A Pew Research Center survey finds that most people see almost no political content in the online communities they frequent, and 54% say politics should stay out of them. The actual atmosphere on community platforms differs from outside perceptions, and the data provide a basis for understanding the real ecology of online discussion.

Chinese title: 在线社区很少谈政治，多数人希望保持这样

A Pew Research Center survey finds that most voters expect the 2026 midterm elections to run smoothly, but Republican and Democratic voters worry about different things: one side is more concerned about preventing noncitizens from voting, the other about whether eligible citizens can vote without difficulty. Beneath a shared confidence lies a mismatch in risk perceptions.

Chinese title: 美国公众普遍相信选举能顺利举行，但两党担忧不同

A Pew Research Center survey finds that most registered voters this year expect to vote in person at a polling place, while about a quarter expect to vote by mail or absentee ballot — or have already done so. Shifts in the mix of voting methods affect the pace of counting and when results become available.

Chinese title: 美国选民如何看待邮寄与缺席投票

Pew Research Center updates its portrait of internet use in the U.S.: the internet has profoundly changed how Americans connect with each other, get information and handle everyday tasks. The fact sheet brings together the latest patterns and statistics on access rates, broadband adoption and usage habits — baseline data for observing how deeply digital life has penetrated.

Chinese title: 2026年美国人的互联网与宽带使用情况

Pew Research Center data shows that YouTube and Facebook remain the most widely used online platforms among Americans. This fact sheet breaks down the user scale of each platform and how their audiences differ by demographic group, offering the latest picture of the social media landscape — which platforms are still growing, and whose users are aging. The figures provide a baseline for tracking how platform reach and audience composition continue to shift.

Chinese title: 2026年美国人的社交媒体使用情况

Pew Research Center notes that Americans increasingly rely on smartphones to access digital information anytime and anywhere. This fact sheet brings together the latest statistics on mobile device ownership and usage patterns, showing that the mobile phone has become the primary gateway for most people to get news, use services, and stay connected socially. The data captures how deeply mobile access is now woven into everyday life.

Chinese title: 2026年美国人的移动设备使用情况

A Pew Research Center survey finds that one in five Americans regularly get news on TikTok. Among adults under 30, the share reaches 39%, far above the 9% recorded in 2020. Short-video platforms are rapidly gaining weight in news distribution, and the shift of younger audiences toward new information gateways is especially pronounced. The findings track how news consumption is migrating across platforms.

Chinese title: 五分之一美国人经常从TikTok获取新闻

Pew Research Center's fact sheet compiles the latest data on Americans getting news from social media: a substantial share regularly watch news on Facebook, YouTube, Instagram, and TikTok. The audiences of these platforms differ markedly from one another, and the data serves as a standard reference for tracking how news consumption is migrating. The fact sheet offers a concise overview of who gets news where, and how that picture is changing.

Chinese title: 社交媒体与新闻事实表

A poll by AAPI Data and AP-NORC finds that, ahead of the midterm elections, Asian American and Pacific Islander adults rank the economy as their top concern: 89% call the economy an important issue, with the cost of living and health care close behind. The data maps the policy priorities of AAPI voters, which resemble those of the overall electorate in some respects while differing in others.

Chinese title: 亚太裔选民最关心经济、生活成本与医疗

Mintel's 2027 forecast notes that consumers are building 'systems' around the outcomes they want to achieve, and the rules of brand growth are changing with them. The next phase of opportunity will not belong to single-product winners, but to brands that embed themselves in consumers' life systems and solve a whole set of needs at once. The forecast reframes where growth will come from.

Chinese title: 英敏特2027预测：品牌增长从产品转向系统

A Pew Research Center survey finds that Democratic congressional candidates hold a considerable advantage among registered Latino voters, and Latino voters who support Democrats are also more engaged in this year's election. Shifts in Latino voters' attitudes are among the most closely watched variables in the midterm landscape, and the survey tracks how this group is experiencing the 2026 elections.

Chinese title: 拉丁裔选民如何经历2026年中期选举

Pew Research Center finds that, for Latino voters, the economy is the overwhelming top issue in the midterm elections. At the same time, most say the Trump administration has gone too far on deportations. Issue priorities and views of immigration enforcement together shape this group's voting intentions, and the survey measures both in detail, showing how economic concerns and immigration policy evaluations combine to influence Latino voters' choices in 2026.

Chinese title: 经济是拉丁裔选民在中期选举中最看重的议题

A Pew Research Center survey finds that men and women now use AI chatbots at similar rates, but men use them more frequently, while women are more skeptical about AI's impact on their lives. Usage is converging even as attitudes and depth of use diverge, and the data refines the picture of who uses AI — and how deeply. The gender gap has shifted from whether people use AI to how they use it.

Chinese title: AI使用的性别差距

Ahead of the G20 summit, Pew Research Center surveyed Americans on how favorably they view member countries: Australia, Canada, Japan, and Italy receive warm ratings, while views of Russia are the coldest. The temperature gap between countries reflects the emotional map of American public attitudes toward foreign relations, including partisan differences, and the survey captures how those feelings vary by country.

Chinese title: 美国人如何看待G20国家

A Pew Research Center survey finds that Americans widely expect Democrats to have a better chance of winning a House majority than of taking the Senate. The gap in expectations for the two chambers reflects differences in the difficulty of their respective electoral maps, and it also shapes how the two parties allocate resources in the final stretch. The survey measures public expectations for control of each chamber.

Chinese title: 多数美国人预计民主党赢下众议院，参议院胜负难料

Pew Research Center counts show that the 119th Congress has passed only 121 laws so far, the second-lowest output of any Congress in the past 40 years. The legislative pace quantifies how efficiently Washington is operating, and the 40-year comparison shows plainly how divided politics and procedural maneuvering affect output. The data offers a direct measure of congressional productivity over time.

Chinese title: 本届国会是四十年来立法产出最低的国会之一

SSRS sports fan tracking shows that the New York Knicks gained 6 million fans after winning their first NBA championship since 1973. The Finals series against the Spurs was also among the most-watched playoff series in recent years. The data quantifies how quickly a championship can turn casual viewers into fans, and how a title run expands a team's supporter base.

Chinese title: 夺冠之后，尼克斯多了600万球迷

Indeed Hiring Lab data shows that, as of September 30, seasonal job postings were up about 10% year over year and about 7% above 2019 levels. Some large employers posted fewer seasonal roles, but most employers are adding them, stocking up ahead of the year-end shopping season as the hiring cycle moves earlier. The figures capture the pace of seasonal hiring heading into the holidays.

Chinese title: 季节性招聘开局迅猛，目光已投向2027

An AP-NORC poll finds that, ahead of the midterm elections, voters are most focused on the economy: most rank the economy and the cost of living as the country's most important issues, and most broadly expect political change. Economic anxiety combined with a desire for change forms the basic backdrop for understanding this year's electoral dynamics, and the poll measures both.

Chinese title: 中期选举前，多数选民把经济与生活成本列为首要议题并求变

A Pew Research Center survey finds that nearly four in ten American adults take part in an online community, ranging from Facebook groups and online games to interest forums on Reddit. These virtual 'third spaces' are becoming important venues for many people's daily socializing and mutual support. The survey maps how widespread online community participation has become and what forms it takes.

Chinese title: 在线社区与连接：近四成美国人参与在线社区

A Pew Research Center survey finds that 44% of Americans had difficulty paying for at least one basic necessity in the past year, with lower-income adults hit hardest. Pressure from the cost of living has moved from individual household experience to a broad statistical picture, and it is a key underlying variable for understanding current consumption and electoral attitudes today.

Chinese title: 许多美国人连基本生活必需都难以负担

Pew Research Center traces decades of change in income and wealth inequality in the United States: most Americans believe current economic inequality has gone too far. The tracking data shows how the circumstances of different income groups have actually evolved, providing a factual backdrop for understanding public dissatisfaction with the distribution of income and wealth. The long-running series places today's gaps in historical context.

Chinese title: 收入与财富不平等的长期趋势

A Pew Research Center survey finds that, among Americans who believe inequality has gone too far, a growing share since 2019 say the economic system needs to be rebuilt from the ground up. The public cares not only about gaps in outcomes but also about causes and who bears responsibility — and the data shows the scale and structure of that shift in attitudes.

Chinese title: 美国人如何看待经济不平等：成因与解法之争

Ramp Economics Lab has released the monthly update to its flagship Ramp AI Index, tracking how U.S. companies use AI through corporate spending data on the Ramp platform. In this installment, the author questions the 'AI investment thesis': cracks appearing in the spending data suggest that the pace and structure of corporate AI adoption are uneven, rather than uniform across the economy.

Chinese title: Ramp AI指数：AI投资逻辑出现裂缝（三）

McKinsey's 2026 Global Farmer Insights, based on a survey of farmers worldwide, sets out nine trends: global agriculture is undergoing a deep shift in behavioral paradigms, with farmers' decision-making logic and risk management evolving structurally rather than merely contracting temporarily in response to short-term cyclical swings. The report maps how farming is changing. The findings describe a structural evolution in how farmers decide and manage risk, not a passing downturn.

Chinese title: 麦肯锡《2026全球农户洞察》：九大趋势重塑全球农业未来

A Pew Research Center survey finds that about half of American adults never use chatbots. The reasons non-users cite most often are a lack of interest, along with concerns about privacy and accuracy. Adoption of AI tools is uneven, and understanding why people who do not use AI stay away is key to gauging the ceiling on penetration. The survey measures both use and the reasons behind non-use.

Chinese title: 为什么有些人不用聊天机器人

A Pew Research Center survey across 18 high-income countries finds that French adults are the most pessimistic about their national economy: 85% of French adults say economic conditions are bad, a higher share than in any other country surveyed. Against the backdrop of protest movements, the figures quantify the scale of economic anxiety in French society. The survey compares economic sentiment across all 18 countries, and France stands out clearly from the rest.

Chinese title: 法国人对经济的悲观程度在高收入国家中最突出

SSRS analysis notes that the rise of prediction markets and daily fantasy sports is making it easier for teenagers to 'legally' place bets on sports. Some states have begun restricting prediction markets, while platforms such as FanDuel and DraftKings are moving into similar products, and the boundaries of teenagers' access are being debated anew. The analysis tracks how the landscape is shifting.

Chinese title: 预测市场与每日梦幻体育让青少年下注更容易

A Pew Research Center survey finds that most Americans rank the cost of many household essentials among their top economic worries, and public assessments of the economy have turned more negative — a scene similar to the eve of the midterm elections four years ago. The felt pressure of living costs is shaping both consumer behavior and voting, and the survey captures the shift.

Chinese title: 成本担忧主导，公众经济评价转负

An AP-NORC poll finds that most American adults believe AI is developing too fast. Majorities in both parties want the government to prioritize keeping AI safe and under control. Wariness about the pace of technology cuts across party lines, providing a rare foundation of public consensus for AI regulation policy, and the poll measures that shared concern. The results show agreement on AI safety that spans the political divide.

Chinese title: 多数美国人认为AI发展得太快了

Ramp Economics Lab finds, using billions of dollars of spending data processed through its corporate card and bill-payment platform, that corporate AI spending is being pulled in two different directions: centralization and decentralization are happening at the same time. Who is buying, and what they are buying, says more about the real stage of AI adoption than changes in the overall total.

Chinese title: 企业AI支出正被拉向两个方向

EMI Research surveyed consumers on the NCAA's new athlete eligibility rules: the 'five-for-five' rule adopted in June 2026 allows athletes to extend their years of eligibility. The survey presents ordinary viewers' and consumers' genuine attitudes toward the rule changes in college sports, offering a contrast with the perspective of industry insiders. The findings show how the public views the new rules and how that compares with how practitioners see them.

Chinese title: 消费者如何看待NCAA新的资格规则

Indeed Hiring Lab's reading of the September jobs report: U.S. employers added 29,000 jobs in the month, the unemployment rate edged up from 4.1% to 4.2%, and revisions to earlier data were released at the same time. Job growth is slowing while unemployment has changed little, and 'steady but without a spark' is the report's defining verdict. The figures point to a labor market that is holding steady rather than accelerating.

Chinese title: 2026年9月就业报告：平稳，但没有火花

SSRS Sports Poll tracking shows that the NHL's fan base reached an all-time high ahead of the 2026-27 season: during the 2025-26 season, 43% of Americans aged 12 and older considered themselves NHL fans. The tracking, running for more than 30 years, marks the long-term expansion of hockey's audience and the sport's growing reach. The series provides the longest-running measure of how hockey's following has grown over the decades.

Chinese title: NHL球迷规模创历史新高

A study of synthetic surveys finds that 'synthetic respondents' built from digital twins estimate public sentiment poorly, with especially large errors for some groups, such as Republicans and Black adults. Whether AI can replace real people in polling, this test offers a largely negative empirical answer, and the findings set out the limits of synthetic survey methods. The results caution against treating AI-generated respondents as a substitute for human samples.

Chinese title: AI能替代真人填问卷吗？研究说：不太行

EY's CEO survey finds that AI is genuinely raising productivity, but CEOs struggle to turn efficiency gains into growth. With geopolitical uncertainty, slowing macroeconomic growth, and rapid technological change all present at once, business leaders lean toward creating their own growth momentum, and the survey captures how they are responding. The findings describe leaders who see AI working in operations yet find growth harder to convert than efficiency.

Chinese title: 安永调查：AI提升生产率，但CEO难以把收益变成增长

A new survey finds that only 6% of Americans believe AI can strengthen democracy, with broad public concern about AI's effects on democracy and society; the survey also identifies areas of consensus across groups. In surveys of AI's social acceptance, this figure pushes optimistic expectations to a very low level, and the findings map where the public stands. The results show how limited public optimism about AI and democracy currently is.

Chinese title: 调查：仅6%的美国人认为AI能增强民主

Indeed Hiring Lab's reading of the August JOLTS data on job openings and labor turnover: openings edged down to 7.1 million (July revised to 7.3 million), and the layoff rate ticked down 0.1 percentage points. Openings, hiring, and quits are all subdued at the same time, and 'little change, limited dynamism' sums up the current state of the labor market.

Chinese title: 2026年8月JOLTS报告：变化不大，活力有限

NIQ's Buying Insights+ series examines changes in smartphone consumption: for years, manufacturers competed on replacement specifications, but new purchase drivers and behavior patterns are rewriting the rules of competition. The analysis, framed as a shift from 'trade-in' to 'reinvented demand,' shows how consumer psychology in the phone category is turning. The piece traces how the reasons people buy phones are changing and what that means for brands competing in the category.

Chinese title: 从换新到再造：智能手机购买行为的变化

Rival Technologies' research, based on its insights community, names the 12 brands Gen Z loves most in 2026. Winning Gen Z loyalty is not easy — simply increasing advertising aimed at young people has limited effect. Understanding what drives their brand choices is the real question behind the ranking, and the research sets out what actually earns their loyalty. The study focuses on the reasons behind young consumers' preferences.

Chinese title: 研究：2026年Z世代最喜爱的12个品牌

Indeed Hiring Lab's summary of an economist survey: respondents on average expect the unemployment rate in September 2026 to be 4.15%, roughly flat versus August, rising slowly to 4.23% by year-end. At the same time, they warn college graduates about AI-related pay prospects — the salary outlook for entry-level roles is being repriced by AI, and the survey captures both expectations.

Chinese title: 经济学家预计招聘略稳，但给应届生提了个AI薪酬警告

An SAS survey finds that trust in AI is rising across Canadian society, but the return on AI investment remains elusive. With trust rising and returns lagging, the mismatch explains why many organizations keep investing while struggling to say where the payoff is, and it signals that vendors need to show more concrete evidence of value. The findings capture a gap between confidence in AI and measurable returns.

Chinese title: 加拿大对AI的信任上升，但投资回报仍难捉摸

NIQ's analysis of consumer polarization in fast-moving consumer goods across Africa and the Middle East: the region's FMCG value sales grew 13.7% in the 12 months through the second quarter of 2026, but beneath the strong headline, divergence among consumers is deepening — the groups willing to pay for premium products and those chasing extreme value are both expanding. The analysis separates the headline growth from the split underneath it.

Chinese title: 非洲与中东消费两极化的真实故事

NIQ notes that the FMCG market in Eastern Europe is entering a new phase: with the era of inflation-dominated consumer behavior behind it, consumers once again have room to 'choose,' and brands need to answer anew where growth will come from. The return of choice is changing the rules of pricing and promotion, and the analysis marks the moment for brands to adjust strategy.

Chinese title: 东欧消费者选择的回归

EMI Research discusses the rise of prediction markets: grown from a niche corner of the internet into one of the fastest-growing segments in finance and entertainment, prediction markets now see trillions of dollars wagered on events from elections to sports. How this new species changes information pricing and public participation is worth continued observation, the analysis argues. The piece tracks the market's growth and its widening reach.

Chinese title: 下大注，还是先问一句：什么是Kalshi？

NIQ's latest insights show the vacuum cleaner category being redefined: consumers' demand for 'cleaning' is moving from deep cleaning toward autonomous cleaning, with robot vacuums and similar products changing the daily routine of household cleaning. Under the new demand structure, traditional vacuum makers and smart hardware companies now compete on the same track. The analysis describes how a household chore is becoming an automated service.

Chinese title: 从深度清洁到自主清洁：吸尘器品类的重新定义

NIQ notes that when beauty shoppers buy, they think in terms of needs rather than channels: the traditional divide between online and offline, e-commerce and stores, does not match consumers' real decision paths. Brands that organize their beauty business around needs rather than channels are better placed to catch purchases that flow across channels, the analysis finds. The findings argue for organizing around shopper needs instead of sales channels.

Chinese title: 美妆消费者不按渠道思考，他们按需求思考

Pureprofile's survey of British parents' expectations for education: technological change, shifting skill demands, and changing expectations are reshaping what parents think schools should teach — future skills and AI in the classroom have become the two things parents care about most. The data reflects families' concrete demands on the transformation of education. The survey measures what parents want from schooling as technology and skill needs change.

Chinese title: 英国家长希望教育给孩子什么：未来技能与课堂AI

McKinsey's survey finds that about 85% of companies have deployed generative AI in some form, but by one estimate only 5% to 10% have truly moved beyond the pilot stage to achieve scale and sustained business value. The report says the roots of this 'pilot paradox' lie not in technology but in organization and culture — ultimately, in people. The findings frame people, not tools, as the decisive factor.

Chinese title: 麦肯锡：AI规模化落地的关键是以人为本

An SSRS fan survey finds that, despite a series of major off-field changes in college sports, including eligibility rule changes, fans' interest has barely been affected. With off-field disputes continuing while enthusiasm on the field stays high, the data shows that college sports audiences are stickier than the volume of public debate might suggest. The survey measures fan interest against the backdrop of the sport's recent upheaval.

Chinese title: 大学体育的“大变局”几乎没影响球迷兴趣

Ramp Economics Lab's spending data shows that, after the Hugging Face security breach, enterprise customers quickly adjusted their purchasing lists. Ramp processes billions of dollars of corporate spending, and event-driven shifts in procurement like this one reflect companies' security anxieties and supplier switching in real time. The data captures how a single incident can move enterprise buying, and what it reveals about vendor risk.

Chinese title: Hugging Face被入侵后，企业在买什么

A poll by the Associated Press-NORC and the University of Chicago's Energy Policy Institute finds that 53% of Americans are concerned about the environmental consequences of AI, and that concern is rising. Against the backdrop of disputes over data center energy use, public attitudes toward AI have gained an environmental dimension that could shape future project siting and policy debates.

Chinese title: 美国人越来越担心AI的环境后果

An EY report finds that consumer products companies are investing heavily in supply chain transformation: 94% of supply chain executives say they are reshaping the supply chain function. The report argues that turning supply chain transformation into faster action is what truly captures growth — the question is not whether to invest, but whether transformation becomes everyday speed. The findings link supply chain change to the pace of commercial execution.

Chinese title: 安永报告：消费品公司如何靠供应链转型提速来捕获增长

An SSRS sports poll finds that 70% of NFL fans live outside their favorite team's home market — genuine 'displaced fans.' Streaming and broadcast technology have made following a team from afar easier than ever, and the figures change the assumptions teams make about serving local and national fan bases alike. The data shows how fandom has detached from geography, and what that means for how teams engage supporters.

Chinese title: 70%的NFL球迷不住在主队所在的城市

Stripe Economics Research reviews the sharp repricing of enterprise software in early 2026: by early February, nearly $1 trillion in market value had been wiped out, with some estimates reaching $2 trillion. But the author argues this was more a 'SaaS renaissance' than an apocalypse — in the panic, the market relearned to distinguish real demand from mere storytelling. The review traces how the selloff separated substance from hype.

Chinese title: 所谓SaaS末日，更像一场SaaS复兴

NIQ's Packaging Pulse analyzes movement in Canada's packaging market: beneath a stable overall packaging structure, signals around sustainability and convenience are starting to move certain categories first. Reading these under-the-surface signals is the precondition for consumer goods makers to adjust packaging strategy and seize the initiative, the analysis argues. The analysis identifies which categories are moving first and what is driving them.

Chinese title: 包装脉动：加拿大包装市场开始动了

Ramp Economics Lab has released the monthly update to its Ramp AI Index, tracking U.S. companies' adoption of AI through corporate spending data. This is the second installment of 'Cracks in the AI Thesis': while total spending keeps growing, diverging signals in the spending structure suggest that AI adoption is not spreading evenly, and the update tracks that unevenness across the economy.

Chinese title: Ramp AI指数：AI投资逻辑的裂缝（二）

AP-NORC's State of the Facts 2026 finds that fewer than half of American adults trust information published by government institutions, and many feel uncertain about telling truth from falsehood in a fast-changing information environment. The trust data maps the practical starting point for public communication: solve 'whether to believe' before 'what to say.' The report sets out how trust shapes what public communication can achieve.

Chinese title: 《事实现状2026》：不到半数美国人信任政府信息

McKinsey's survey of enterprise AI adoption reports that 44% of companies have deployed AI across the whole enterprise, and agentic AI is scaling noticeably faster than a year ago. A small group of 'high-performing companies' is already showing the practical results of scaled AI deployment, splitting organizations into those that have deployed and those that have not yet started at all.

Chinese title: 44%的企业已实现AI全企业部署，你的组织在哪一档？

Xinhua has published the full text of the 'AI + Media' Global Development Annual Blue Book (2026), a systematic review of how artificial intelligence is being applied across the global media industry's production, distribution and governance, and the trends shaping it. The report offers media organizations a reference framework for planning intelligent transformation strategies. For media professionals and marketers, such developments are a direct signal of shifting channel value.

MNTN's research finds that young viewers have not abandoned TV advertising altogether — what matters is whether the ads feel relevant to them. Based on viewing-behavior data, the study offers guidance on how brands can improve ad memorability when buying connected TV. Shifts in media and marketing data often precede changes in brand budgets, so they are worth tracking closely.

Chinese title: 年轻人也在看电视广告：相关性让广告被记住

Nielsen data shows Netflix pushed its catalog horror series 'From' to No. 1 among U.S. TV households, based on viewing through October 25. The figures reflect how effectively streaming platforms use older titles to drive viewing time. For media professionals and marketers, such developments are a direct signal of shifting channel value.

Chinese title: 尼尔森：Netflix将片库恐怖剧《From》推至全美电视家庭收视第一

Nielsen data shows 31.2 million viewers watched television coverage of the 2026 U.S. midterm elections. The audience size reflects how major political events drive viewing of traditional TV news, and it is a core metric for media assessing the reach of election coverage. For media professionals and marketers, such developments are a direct signal of shifting channel value.

New MIDiA data shows consumers are more accepting of AI-generated music than they say they are. The gap between what people say and what they do carries important implications for music platforms' content strategies and for the industry's attitude toward AI-created work. Shifts in media and marketing data often precede changes in brand budgets, so they are worth tracking closely.

Chinese title: MIDiA新数据：消费者对AI音乐的接受度比承认的更高

Nielsen's The Record report covers U.S. audio listening trends in the third quarter of 2026, including changes in time spent with broadcast radio, podcasts and streaming audio. The data is a core reference for the audio industry in tracking how audiences are shifting. Shifts in media and marketing data often precede changes in brand budgets, so they are worth tracking closely.

Chinese title: 《The Record》：2026年三季度美国音频收听趋势

Tinuiti has compiled 2026 holiday shopping statistics covering consumer spending plans, the use of artificial intelligence in shopping, and purchase timing. The data gives brands a basis for planning their year-end marketing calendar. For media professionals and marketers, such developments are a direct signal of shifting channel value.

Chinese title: 2026年假日购物数据：支出、AI与时机

MIDiA's article examines how language diversity affects the music industry's international expansion: the old model of exporting finished content from mature markets is breaking down, and growth in non-English-language music could open new markets. For content platforms and record labels, localization is turning from a nice-to-have into a precondition for growth.

Chinese title: 语言能否解锁音乐的下一个增长市场？

Samba data shows the Paramount+ series 'Tulsa King' topped the weekly streaming viewership chart for the week through October 25, with a strong performance from its fourth season. Third-party viewing data is a commonly used supplement when assessing how popular streaming content is.

Chinese title: Samba数据：《塔尔萨之王》登顶当周流媒体收视

Ahrefs has mapped all of OpenAI's licensing partnerships with publishers: once a publisher licenses its content, ChatGPT surfaces summaries of it, and the article also counts how often each publisher is cited. For the media industry, the list quantifies the scale of cooperation between AI platforms and content owners.

Chinese title: OpenAI的每一家出版商合作，以及ChatGPT引用它们的频率

Nielsen has launched its first local college basketball fandom index, ranking fan engagement in men's college basketball across markets. Fan enthusiasm data directly affects broadcast and sponsorship pricing, and the index gives local media and brands a new evaluation tool.

Chinese title: 球场之外：尼尔森发布首个地方大学篮球球迷指数

Nielsen data reveals festive-season advertising trends in Malaysia, including rising digital spending and consumer insights, offering brands a basis for more precise media planning during holiday marketing. Festive spending is concentrated in Southeast Asia, making this data especially useful for regional marketing teams.

Chinese title: 尼尔森最新数据：马来西亚节日广告趋势与更聪明的媒介规划

Ahrefs analyzed 260 million AI prompts to study how strongly different types of brand mentions correlate with AI visibility. Research on this scale gives brands actionable evidence about correlations as they compete for exposure in the era of generative search.

Chinese title: 哪类提及与AI可见度的相关性最强？（分析2.6亿条AI提示）

Drawing on observations across seven AI platforms and nine verticals, Tinuiti's article argues that most brands are watching the wrong signals when monitoring AI citations. Visibility in AI-generated answers is becoming a new marketing battleground, and the piece helps teams refocus measurement on what matters.

Chinese title: 谁决定AI引用什么？多数品牌盯错了信号

Research cited by HubSpot shows 98% of marketing teams already use AI to some extent, yet only 10% report transformative results — and AI maturity explains the gap. For marketing organizations rolling out AI, these numbers offer a realistic benchmark for self-assessment.

Chinese title: 营销中的AI成熟度：研究揭示了什么

Nielsen's August edition of The Gauge shows television viewing cooling as sports entered their offseason and schools reopened. YouTube continued to lead the TV market with a 15.8% share, Disney returned to second place among media distributors, and the post-summer share landscape reshuffled across platforms.

Chinese title: 尼尔森8月收视报告：体育休赛与开学季让电视收视降温

Drawing on its 'Defining Entertainment Superfans' report, MIDiA notes that fans are not a monolith but a set of distinct archetypes defined by how they engage and how active they are. Understanding how different fan groups behave is the first step for entertainment brands in converting traffic into long-term revenue.

Chinese title: 解锁粉丝经济，先认识这几类粉丝原型

Nielsen extends last year's observation that horror content was quietly taking up a growing share of viewing around Halloween: its presence on television is still strengthening, and this year the trend is backed by viewing data. Thriller content is shifting from a seasonal slot into a stable year-round viewing category.

Chinese title: 恐怖片继续统治电视：尼尔森收视趋势续篇

Nielsen data shows the NBA's just-concluded regular season set a 13-year high in average viewership across broadcast and streaming, up 35% year on year. Behind the strong rebound is the spread of fan culture, and Nielsen's analysis breaks down how that enthusiasm converts into measurable viewing behavior.

Chinese title: NBA球迷热情：收视创13年新高背后的球迷现象

Nielsen data shows Polish broadcaster Polsat claimed the top spot in Poland's content distributor rankings for the first time in 2026, driven mainly by live volleyball coverage. Live sports remains traditional television's strongest defense against streaming, and this ranking shift confirms it once again.

Chinese title: Polsat登顶波兰内容分发商排行榜

Horowitz Research's 2026 study finds that ethnic representation still matters to Black audiences, but mere on-screen presence is no longer enough — viewers want more varied and fresher culturally relevant content. For content owners, the quality and freshness of diverse storytelling are becoming key to holding audiences.

Chinese title: Horowitz研究：文化相关 content 需要更多样、更新鲜

Basis's latest survey maps AI use in marketing in 2026: adoption rates, the arrival of agents, how return on investment is measured, and AI's impact on marketing roles and team structures. Marketing is among the first functions where generative AI has scaled, and the data offers a useful point of comparison.

Chinese title: 调查：2026年营销人如何使用AI

Writing for its 2026–2033 global music forecasts, MIDiA notes that the global music market will keep growing, but forecasting average revenue per user (ARPU) has become more difficult — and more important — than ever. Shifts in user mix and payment models mean old models increasingly risk under- or over-estimating the market.

Chinese title: 展望2033：预测ARPU为何从未如此之难、又如此重要

MIDiA's Podcast Market Shares 2025 report shows global podcast platforms reaching nearly 1 billion monthly users (965.4 million in total, in the fourth quarter of 2025). The boom is pushing the market toward the billion-user mark, intensifying competition for share and expanding room for advertising monetization.

Chinese title: 全球播客市场逼近十亿用户

Kantar's BrandZ ranking of Italy's most valuable brands in 2026 is led by utility company Enel, a sign that market confidence is returning. BrandZ ranks brands on financial value and consumer perceptions, and the ranking's annual changes offer a window on Italian brands' competitiveness and consumer sentiment.

Chinese title: Enel登顶意大利2026年BrandZ排行榜，市场信心回归

Gower Street reports that September closed out the best-performing quarter of the decade at the global box office, with $2.1 billion in global ticket sales for the month (including a slightly soft performance in China). The strong third quarter sets the tone for full-year box office.

Chinese title: 9月票房收官：全球影市迎来十年来最好季度

Advertiser Trends cites forecasts suggesting that subscription growth in streaming may be hitting its ceiling, with platforms turning to free, ad-supported tiers for new growth. Free tiers expand audiences while giving advertisers new inventory, potentially marking the next stage in streaming's business model.

Chinese title: 流媒体的下一步：更多免费层级

Nielsen's The Gauge data shows South Korean television viewing is still dominated by broadcasters and pay channels, which account for 70% of total viewing, even as streaming viewing continues to grow. South Korea is one of the fastest markets for streaming penetration, making the resilience of traditional TV's 70% share worth comparing with other markets.

Chinese title: 尼尔森《The Gauge》：韩国电视收视仍由传统电视主导，流媒体持续增长

Edison Podcast Metrics data from SSRS shows the platform weekly podcast listeners use most has changed hands in recent years. Shifts in platform leadership directly affect podcast distribution and monetization strategies, and the tracking data pinpoints where listeners are actually gathering.

Chinese title: 播客收听第一平台易主

Kantar BrandZ data shows UK brands rebounding in overall value to a record high. BrandZ assesses brand equity on financial value and brand contribution, and the recovery of the UK brand group reflects consumer confidence and domestic brand competitiveness improving in tandem.

Chinese title: 英国品牌价值反弹，创历史新高

Kantar has published Media Reactions 2026, aimed at helping marketers move from more signals to clearer media decisions. The annual study tracks the gap between how consumers and marketers view media channels, and this year's focus is how to judge a channel's true value amid signal overload.

Chinese title: 凯度《Media Reactions 2026》：从更多信号到更清晰的媒体决策

Drawing on its SAGE ad measurement data, iSpot has published insights on celebrity impact in NFL advertising: as TV ad costs rise, brands increasingly value real audience response and purchase signals. Whether celebrity endorsements are worth their premium, the performance data offers a basis for assessment.

Chinese title: iSpot：NFL顶级广告的名人效应洞察

Advertiser Trends' streaming TV report notes that sports fans have never had so many ways to watch, yet never found it so hard to locate a game. Fragmented viewing entry points are both a user pain point and a placement problem for advertisers: viewers who cannot find a game are viewers ads cannot reach.

Chinese title: 体育迷找不到比赛在哪播，广告主也跟着遭殃

Edison Research (SSRS) has studied the relationship between podcast hosts and listeners for years: a series of surveys shows hosts are central to listener trust and loyalty. The analysis, titled 'Hands Off My Host, AI,' cautions the industry that as AI-generated content arrives, it should not first disturb the human touch listeners value most.

Chinese title: 别让AI碰我的主持人：播客信任研究

MIDiA observes that demand for shared, live 'watching together' experiences has grown markedly this year: the UK finale of The Traitors drew 9.4 million live viewers in January. In the streaming-on-demand era, the communal experience of watching in sync has become scarce, and livestreaming may become a new battleground for platforms competing for attention.

Chinese title: 观众渴望连接感，直播是答案吗？

Bloomberry analyzed a sample of 15,000 advertisers six months after ChatGPT ads launched, asking who is buying them. OpenAI says the business has reached $1 billion in scale, and the changing mix of advertisers offers first-hand material for observing how AI platforms are commercializing.

Chinese title: 谁在买ChatGPT广告？15,000个广告主样本分析

Horowitz Research finds that for Latinx viewers, free ad-supported streaming television (FAST) is no longer just a supplement but is starting to replace paid streaming as the main choice. Whether such services stay, however, ultimately depends on the viewing experience keeping up — shortcomings in content and experience would push users back.

Chinese title: 免费流媒体正替代付费流媒体，成为拉丁裔观众的选择

MIDiA data shows global music publishing revenue reached $12.2 billion in 2025, up 9.6% year on year, with major publishers growing faster than independents. Catalog assets are becoming a key revenue source, and streaming's share of publishing revenue is set to keep rising through 2033.

Chinese title: 2025年全球音乐版权收入达122亿美元，大厂跑赢独立公司

Nielsen streaming data shows that ahead of the new season of FX's American Horror Story, U.S. viewers had spent the equivalent of 13,000 years watching the series in total. It was the show's return after a 29-month gap — the longer the wait, the more substantial the long-tail viewing of the existing catalog.

Chinese title: 美国观众看《美国恐怖故事》累计花了相当于13,000年

Edison Research data widens the picture of in-car audio: earlier data showed that listeners aged 13 to 34 gave AM/FM radio most of their ad-supported audio time in the car. This installment maps listening composition across groups in mobile settings, showing radio's in-car position is more secure than it might seem.

Chinese title: 移动中的收听：车载音频格局再观察

MIDiA research finds young people are spending less time listening to music, with the decline in music's share of teenagers' time especially marked: weekly listening hours have continued to fall. With short video and other formats taking a growing share of the attention economy, the music industry faces competition not just from platforms but for time itself.

Chinese title: 音乐在注意力经济中正在输掉时间

Basis analyzes the mismatch between consumer time and ad spending: common sense says advertisers should spend where people spend their time, yet in practice the two rarely line up. The gap between time share and budget share marks both a planning pitfall and an opportunity for incremental gains.

Chinese title: 消费者时间与广告支出的鸿沟说明什么

MIDiA compares Threads and X: in a September interview, Mark Zuckerberg said Threads' scale was approaching and even catching up with X. Differences in algorithmic logic and cross-platform strategy will shape the race, and MIDiA breaks down each platform's strengths and weaknesses.

Chinese title: Threads对X：算法卖点与跨平台打法的竞争

iSpot reviews television advertising in Week 1 of the 2026 NFL regular season: the opening games included a Super Bowl rematch, a flood of new ads debuted, and tech newcomers' ads stood out. Week 1 sets the tone for sports marketing all year, and the measurement data ranks which brands made the most noise.

Chinese title: iSpot：NFL第一周广告赢家，科技新面孔靠广告得分

MIDiA research finds 42% of radio listeners aged 20 to 34 tune in to discover new music, showing Gen Z and younger Millennials are returning to radio to find music. The value of human curation stands out in the age of algorithmic recommendation, and radio's discovery function is one streaming has not fully replaced.

Chinese title: Z世代与年轻千禧一代回到广播发现音乐

Edison Podcast Metrics data shows weekly podcast listeners rank the factors they care about when choosing a show in a clear order. Understanding what listeners use to choose programs is the basis for podcast creators' and platforms' content and recommendation decisions, and the data quantifies those selection criteria.

Chinese title: 听众选播客时到底在意什么

MIDiA's series on its 2026–2033 global music forecasts looks at the fan economy accelerating. As streaming matures, more growth comes from fans' deeper engagement and direct spending, and the medium-term forecasts map the next shift in the music industry's revenue structure.

Chinese title: 展望2033：粉丝经济加速前进

The Interactive Advertising Bureau (IAB) has raised its 2026 outlook, lifting its forecast for U.S. ad spending growth to 12.3% year on year: a strong first half raised expectations for the full year. The forecast is a widely used barometer of advertising health, and the pace of digital ad spending is visible in it.

Chinese title: IAB上调2026年美国广告支出预测至增长12.3%

An Interactive Advertising Bureau (IAB) consumer survey finds people want AI shopping recommendations to include perspectives from trusted creators. AI is becoming an everyday shopping companion, helping consumers research products, compare options and make decisions, but purely algorithmic recommendations still need human experience to earn trust.

Chinese title: IAB：消费者希望AI购物推荐包含可信创作者的视角

Gower Street reports global box office reached $4.645 billion in August — the highest August on record and the highest-grossing single month of the decade. The strong summer season has lifted the global film market to a new level, and the recovery's strength is clearest in these monthly figures.

Chinese title: 8月全球票房创纪录：十年单月最高

IDC expects rising energy costs to force telecom operators to raise prices, lifting global telecom services revenue to about $1.585 trillion in 2026. The forecast shows cost pressures feeding through into communications tariffs. Developments in the tech sector move quickly, so it is worth checking later coverage to confirm how this actually plays out in practice.

Chinese title: IDC：能源成本将迫使电信运营商涨价，2026年全球服务收入达1.585万亿美元

CB Insights has published the Emerging AI 50, a ranking of New York City's most promising AI startups, adapted from a report it produced with Accenture and Tech:NYC. As New York tries to establish itself as the East Coast's hub for artificial intelligence, the list provides the latest snapshot of the composition of the local AI startup ecosystem.

Chinese title: 纽约市新兴AI 50强

SemiAnalysis expects more than 50GW of new data center capacity to come online worldwide in 2027, making it a year of acceleration for AI infrastructure construction. Although the market is full of worries and doubts about the data center buildout, SemiAnalysis uses its capacity model to address them one by one, arguing that the pace of construction has not been overstated.

Chinese title: 数据中心2027：单年新增超50GW的加速之年

J.D. Power's 2026 U.S. Business Wireless Satisfaction Study shows that, as operators continue to improve value for money, overall satisfaction with business wireless services has risen across business customers of every size. Business customers' assessments of network quality and pricing have improved, indicating that telecom providers' investments are beginning to deliver results.

Chinese title: 企业无线服务满意度攀升，运营商性价比改善见效

Drake Star's global gaming market report for the third quarter of 2026 says the quarter belonged to the super-deal: the $55 billion all-cash privatization of Electronic Arts by PIF, Silver Lake and Affinity Partners has now completed, making it the largest all-cash financial-sponsor take-private transaction ever recorded.

Chinese title: Drake Star：2026年三季度全球游戏市场报告

Preliminary data from IDC's latest quarterly mobile phone tracker shows that smartphone shipments in China reached about 57.9 million units in the third quarter of 2026, down 15.4% year on year, with rising costs pushing up selling prices across the market. Among the leading vendors, Huawei was the only brand to record double-digit year-on-year growth.

Chinese title: 成本推高售价：三季度中国手机出货量下降15.4%，华为逆势增长

A new report from the Semiconductor Industry Association (SIA), 'Understanding Dependencies in the U.S. Semiconductor Supply Chain,' sets out strategies for strengthening the supply chains that support the U.S. chip ecosystem. As the semiconductor industry makes historic investments across the entire value chain in the United States, supply chain resilience has become a shared focus of policy and industry.

Chinese title: SIA报告：强化美国芯片生态供应链的策略

CB Insights reports that global AI funding fell sharply in the third quarter to $103.3 billion, down 33% quarter on quarter; the second quarter's $153.1 billion peak was driven mainly by Anthropic's three mega-rounds totalling $65 billion. The cooldown has not stopped dealmaking, but capital is concentrating more visibly among a small number of leading companies.

Chinese title: CB Insights：2026年三季度AI行业全景

IDC data shows global PC shipments fell 20.1% year on year in the third quarter of 2026, as supply constraints, high prices and logistics disruptions eroded the traditional seasonal peak, while the overhang from earlier 'pull-in' buying also became visible. The PC market's downturn is deeper than expected, and vendors need to reassess channel inventory.

Chinese title: IDC：三季度PC出货量下跌20.1%，市场困境持续

CB Insights reports that venture capital funding is reaching new highs while the number of deals continues to shrink: on the pace set through the third quarter, total funding for 2026 is on track to break the record set in 2021. Mega-rounds are holding up the total, while the scarcity of early-stage deals lies hidden behind the record-breaking headline figures.

Chinese title: CB Insights：2026年三季度风险投资全景

Semiconductor Industry Association data shows global semiconductor sales have already topped $1 trillion so far this year through the end of August; sales in August alone surged 144.3% year on year and rose 8% month on month. Driven by demand for AI computing power, this supercycle has pushed the scale of the chip trade to a new level.

Chinese title: 全球半导体销售额年内累计突破1万亿美元

SemiAnalysis has launched its China datacenter model, mapping the expansion of China's AI infrastructure. China stands at the forefront of the global model race, and ByteDance's Doubao already has 345 million monthly active users. Understanding the scale and pace of China's computing-power buildout is a key piece of the puzzle for judging the global AI supply picture.

Chinese title: 中国AI基础设施热潮：SemiAnalysis中国数据中心模型

IDC data shows that, boosted by summer promotions and strong sales of gimbal cameras, global handheld smart camera shipments grew 57% year on year in the second quarter of 2026, setting a record high. IDC expects global shipments to approach 41 million units by 2030, a five-year compound growth rate of nearly 20%, as imaging devices grow into a new consumer category.

Chinese title: 二季度全球手持智能相机出货量同比增57%，创历史新高

IDC forecasts that European AI spending will reach $470 billion by 2030, driven mainly by the adoption of agentic AI, with banking, healthcare and software leading the way. The report also notes that agentic AI is widening the gap between Western and Central & Eastern Europe, making regional divergence a new variable in Europe's AI landscape.

Chinese title: IDC：欧洲AI支出2030年将达4,700亿美元

IDC forecasts that AI and generative AI spending in Asia/Pacific will reach $555.2 billion by 2030, as agentic AI and orchestration platforms push enterprises to move AI from pilot projects to company-wide deployment. For vendors, Asia/Pacific is one of the fastest-growing regions for global AI spending, and scaling up deployment has become the main theme.

Chinese title: IDC：亚太AI与生成式AI支出2030年将达5,550亿美元

SemiAnalysis rebuts the popular claim that datacenter moratoriums are killing the U.S. construction boom: within less than two months, four states have taken action, and New York has stopped issuing environmental permits for data centers, yet its data shows the overall pace of construction has not reversed. There is a clear gap between the political debate and actual construction volumes.

Chinese title: 都说数据中心暂停令在扼杀美国建设潮，我们不同意

An EY survey shows that senior telecom executives around the world generally expect AI to deliver significant productivity gains, but shortfalls in talent and operating models could derail delivery. Operators see huge opportunities in AI, automation and new digital services, yet many companies are not yet prepared to turn those opportunities into business results.

Chinese title: 安永：电信商预期AI大幅提升生产率，但人才与模式短板拖后腿

NIQ data shows Australia's smartphone market is shifting: new handset sales fell 12% year on year in the first half of 2026, and refurbished phones are becoming the telecom market's next growth engine. As new phones get more expensive and replacement cycles lengthen, second-hand and refurbished channels are turning 'good enough' demand into a business.

Chinese title: 翻新智能手机：澳大利亚电信市场的下一个增长引擎

IDC data shows the worldwide external enterprise storage systems market grew 33.6% year on year in the second quarter of 2026, with vendor revenue reaching $10.3 billion, extending its strongest growth run in years. AI infrastructure investment is spilling over from servers into storage, giving enterprise storage a rare period of rapid growth.

Chinese title: IDC：二季度全球企业存储市场增长33.6%

IDC data shows that worldwide server market revenue reached a record $166.3 billion in the second quarter of 2026, as AI infrastructure investment continued to broaden its coverage. From accelerator cards to complete machines, capital spending on computing power is pushing servers, a long-established category, to a scale it has never reached before.

Chinese title: IDC：二季度全球服务器市场收入创纪录达1,663亿美元

IDC data shows worldwide hardcopy peripherals (printer) shipments fell 7.0% year on year to 17.2 million units in the second quarter of 2026, as the market continued to shrink overall; ink tank products were a rare bright spot, sustaining growth. With total volumes falling and segments diverging, vendors' focus is now limited to share in specific niches.

Chinese title: IDC：二季度全球打印机出货量下降7%，墨仓式逆势增长

Official data shows China's foreign exchange reserves stood at $3,405.2 billion at the end of October 2026. Monthly changes in reserves relate to exchange-rate movements and asset price fluctuations, and are an important indicator for assessing external financial stability and monetary policy room; the market watches them closely. Judgments about financial markets depend heavily on such high-frequency data, so it is best cross-checked against official figures.

Chinese title: 截至2026年10月末，我国外汇储备规模为34052亿美元

Crunchbase rounds up the ten largest funding deals of the week, with artificial intelligence, defense technology and space technology taking the leading positions among large financings. The ranking shows capital continuing to concentrate in hard tech and AI infrastructure. The short-term impact of any single week is limited, but cumulatively these flows shift the market's risk appetite.

Chinese title: 本周十大融资轮：AI、国防与太空科技领跑大额融资

FactSet summarizes the latest earnings season for S&P 500 companies, including the share of companies beating earnings expectations, revenue growth rates and divergence across sectors. The data provides a basis for judging the earnings trend of U.S. listed companies and market valuations. Judgment about financial markets depends heavily on such high-frequency information, so it is best cross-checked against official data.

Chinese title: 标普500财报季更新（2026年11月6日）

FactSet has published its U.S. ETF monthly summary for October 2026, covering fund inflows and outflows, assets under management and performance by category. The data is an important window into shifts in investor preferences and market sentiment. For investors, this information needs to be read together with the broader environment of interest rates and funding conditions.

Chinese title: 美国ETF月度综述：2026年10月

A U.S. survey finds that three-quarters of Americans do not want artificial intelligence to touch their wallets and finances. The result shows that, despite the rapid spread of AI tools, public trust in AI remains limited when it comes to money, and financial AI products must first clear the trust hurdle. Judgment about financial markets depends heavily on such high-frequency information, so it is best cross-checked against official data.

Chinese title: 四分之三的美国人不愿让AI碰自己的钱包

CB Insights' quarterly report on insurtech notes that the number of deals in the sector fell this quarter to its lowest level since 2016, yet four companies became unicorns, the most in a single quarter since 2021. The mix of weak and strong figures sketches the structural change now underway in insurtech financing.

Chinese title: 2026年三季度保险科技行业报告

The New York Fed's Liberty Street Economics blog examines the U.S. oil sector's role in restraining oil prices, covering capacity, inventories and market expectations. The analysis offers an official research perspective on how oil prices are formed. For investors, this kind of information needs to be read together with the overall environment of interest rates and funding conditions.

Chinese title: 美国石油行业在抑制油价中的作用

Crunchbase data shows that more than half of U.S. venture capital from seed to growth stage so far in 2026 has gone to seven companies founded or led by billionaires. The degree to which funding is concentrated in a very small number of star companies provides hard data for judging the structure of the venture capital market.

Chinese title: 大多数风险投资流向了亿万富翁创立或领导的公司

An article from the New York Fed's Liberty Street Economics explores why borrowers in similar circumstances are offered very different interest rates when they apply for credit cards, with the research pointing to card issuers' market position as an important factor. This kind of detailed, granular data helps explain how pricing works in consumer credit.

Chinese title: 市场地位如何影响信用卡利率

FactSet data shows that, as Alphabet, Amazon and Microsoft have reported their actual third-quarter results, five of the Magnificent Seven have now reported, and their earnings growth has fallen below that of the other 493 companies in the S&P 500. This reversal provides direct data support for the debate over excessive concentration in U.S. equities.

Chinese title: 七巨头三季度盈利增速已低于标普500其余493家公司

Crunchbase data shows global venture funding reached $59 billion in October, up 45% year on year, driven mainly by the largest startup deal in China's history. The monthly figures show how clearly a single large transaction can lift the global venture capital total.

Chinese title: 中国史上最大创业交易推高10月全球风投至590亿美元

A study published by Cato examines the relationship between bank regulation and construction financing: while the relevant policies strengthen the banking system, they also constrain lending that relies on local relationship-based credit markets, which in turn affects the supply of new housing. The interaction between housing supply and financial regulation is a deep variable in the U.S. housing price problem.

Chinese title: 银行监管、建设融资与新房供给

Liberty Street Economics at the New York Fed presents findings from a staff report on the role of bank supervision in identifying and constraining failing banks. For understanding how financial regulation reduces the cost of bank failures, research produced inside the regulator carries particular weight.

Chinese title: 银行监管者如何处置问题银行

SAS's latest study shows the banking industry is accelerating toward a future in which AI makes risk decisions autonomously, with many institutions willing to accept reduced visibility into how decisions are made. The tension between the drive for efficiency and explainability is becoming a governance question the financial industry must confront as it deploys AI.

Chinese title: 银行调查：机构愿把决策交给AI，哪怕解释不清

A new report from Boston Consulting Group says digital asset custody is evolving from simple 'safekeeping' into core financial infrastructure, and the choice of custody solution increasingly determines whether financial institutions can run digital asset businesses smoothly. As institutions move deeper into digital assets, the strategic importance of the custody link continues to rise.

Chinese title: BCG报告：数字资产托管正成为核心金融基础设施

A J.D. Power survey shows the digital banking experience offered by Canada's five largest banks to small and mid-sized businesses keeps improving, with overall satisfaction up 4 points year on year to 656. Yet while customers value the convenience of digital channels, they also want more attentive personal service, leaving the right mix of online and in-person service an open question.

Chinese title: 加拿大中小企业拥抱数字银行，但客户想要更好的人工服务

Drake Star's update on the managed service provider (MSP) market for the third quarter of 2026 records 110 M&A deals in the quarter, with strategic buyers willing to pay a premium for specialized capabilities. The level of deal activity shows consolidation in the IT services industry continuing, with expertise in specific segments becoming an important factor in valuations.

Chinese title: Drake Star：2026年三季度MSP市场报告，110笔并购交易

The New York Fed examines long-term changes in U.S. labor productivity: output per hour in the nonfarm business sector grew only about 1% a year on average between 2010 and 2019, below the earlier pace. Against the backdrop of recovering revenue per worker, the study asks how the distribution of income between firms and workers has changed.

Chinese title: 单位劳动收入上升，企业分走的份额变大了吗？

A J.D. Power survey finds that overall customer satisfaction with Canadian banks rose slightly this year, up 3 points on a 1,000-point scale, driven mainly by the customer groups that improved the most. But beneath the high overall satisfaction, younger Canadians are shifting rapidly toward fintech companies, testing traditional banks' ability to hold on to young customers.

Chinese title: 加拿大银行满意度虽高，年轻客户却在转向金融科技

New York Fed research notes that the AI boom is already visible in the U.S. balance of payments: imports of semiconductors, servers and computing equipment have surged, changing the composition of the current account. AI capital spending is not just a domestic phenomenon; it is reshaping America's external economic data through trade channels.

Chinese title: AI热潮影响美国经常账户了吗？

CB Insights reports that fintech deal activity fell in the third quarter to its lowest level in more than four years, with funding down for a third consecutive quarter, dropping 18% quarter on quarter to $11 billion. As capital pulls back, fintech companies face stricter requirements on valuations and profitability.

Chinese title: CB Insights：2026年三季度金融科技全景

An SAS study argues that whether insurance companies can capture value from AI depends on trust and transparency. The risk-bearing nature of the insurance business makes black-box models hard to deploy, and the demand for explainable decisions in underwriting and claims is reshaping insurers' priorities when procuring and deploying AI.

Chinese title: SAS研究：保险业的AI价值取决于信任与透明度

New York Fed research based on a survey of small business owners explores the relationship between AI adoption and employment expectations: there is currently no consensus on AI's impact on jobs, and changes in pay and headcount at the macro level have been modest. The survey evidence helps calibrate the debate about 'AI taking jobs,' separating expectations from actual adoption.

Chinese title: AI采用与就业预期：来自小企业主调查的证据

Drake Star's supply chain and logistics software report for fall 2026 notes that, as tariffs, geopolitical conflicts and trade disruptions reinforce the essential role of supply chain software, the deal environment in the sector is recovering. The structural need to move goods faster and across more borders is supporting M&A and financing activity in the segment.

Chinese title: Drake Star：2026年秋季供应链与物流软件市场报告

New York Fed research examines how quickly tariffs pass through into consumer prices: after tariffs rise, how long it takes and how much of the import cost is passed on to consumers is a key parameter in determining the actual impact of this round of tariffs. The study's estimate of the pass-through pace provides empirical support for judging the inflation outlook.

Chinese title: 关税多快传导到消费价格？

New York Fed research based on millions of homeowners' insurance contracts and property-level disaster risk data finds that buying insurance does not complete the transfer of risk: even with coverage, the risk actually borne by different homeowners varies widely. The granular data answers the question of who is ultimately footing the bill for climate and disaster risk.

Chinese title: 有保险也仍要自担风险：房主保险中谁的风险最大

An SAS study of small and mid-sized banks shows small banks are surprisingly ahead in AI adoption, but still lag in scaling up deployment. Resource-constrained small institutions move fast but cannot roll out broadly, the opposite of the path taken by large banks, so the competitive landscape in banking AI is not simply a matter of size.

Chinese title: SAS研究：中小银行AI应用领先，但规模化滞后

CB Insights has published its Insurtech 50 list, naming the 50 most promising insurtech startups of 2026. What this year's selections have in common is pragmatism over hype: in a competitive environment where AI has become standard, the ability to solve real underwriting and claims problems has become the dividing line.

Chinese title: Insurtech 50：2026年最值得关注的保险科技初创公司

A McKinsey survey reveals the gap in Hong Kong financial advice is widening: half of Hong Kong customers already use AI before making financial decisions, while half of financial advisers use AI less than once a week or never. The report argues the real divide is not between people and AI, but between advisers who use AI and those who do not.

Chinese title: 顾客用AI超越财务顾问：麦肯锡调查揭示香港财务咨询差距扩大

EY data shows pay for European financial services board directors rose 10% in 2025, more than double the increases in North America (4.5%) and Asia-Pacific (4.7%), narrowing the pay gap between Europe and North America; male directors in Europe still earn more than their global peers. The pay data offers a window into the regional landscape of the financial industry's senior market.

Chinese title: 欧洲金融业董事薪酬差距与北美收窄

The IDC FinTech Rankings show that ranked firms' revenue from financial services grew nearly 20% year on year in 2025, almost twice the growth rate of overall IT spending. The direction of banks' digital budgets can be read from the revenue mix in the ranking: money is concentrating on technology that delivers direct business results.

Chinese title: 2026年IDC金融科技百强：头部企业金融服务收入增20%

CBRE's midyear review systematically assesses U.S. real estate performance in the first half of 2026 and the outlook for the second half, covering supply and demand, rents and investment across offices, industrial and logistics, retail and residential. It is a key reference for institutions judging where the U.S. property cycle stands. The interplay of home prices, interest rates and inventory remains the main thread to watch in the market ahead.

Chinese title: 2026年美国房地产市场展望：年中回顾

CBRE's analysis discusses the key variables shaping commercial real estate at the midpoint of 2026, including the interest-rate environment, shifts in tenant demand and capital flows, helping readers quickly grasp the main trends and uncertainties for U.S. commercial property in the second half. For practitioners, these regional and policy signals are worth adding to a monthly tracking list. The discussion ties these variables together into a single picture of where the market stands at midyear, and where the risks lie for the months ahead.

Chinese title: 行至年中：什么在塑造2026年的商业地产

A survey finds that 82% of Australians believe owning their own home is now out of reach. Worsening housing affordability remains a focal social issue in Australia, and the results reflect widespread anxiety among ordinary households over high prices, as well as a growing generational divide. The interplay of home prices, interest rates and inventory remains the main thread to watch in the housing market ahead.

Chinese title: 调查：82%澳洲人认为拥有住房已遥不可及

Realtor.com's economics team reviews the October jobs report: surging nonfarm payrolls and a hiring rebound mean the hawks at the Federal Reserve can breathe easier. The analysis discusses what the employment data means for judging the path of interest rates. For real estate practitioners, such regional and policy signals are worth adding to a monthly tracking list. A strong labor market also supports housing demand directly, as steady income growth underpins buyers' ability to take on a mortgage.

Chinese title: 10月就业报告：就业大增与招聘回暖，联储鹰派可以松口气

The U.S. economy added 165,000 jobs in October, well above economists' expectations, while the unemployment rate edged down. Realtor.com notes that the strong jobs data strengthens the case for the Federal Reserve to keep raising rates, which would also feed through to the housing market via mortgage rates, making borrowing costs a key channel to watch for homebuyers and sellers alike.

Chinese title: 10月新增就业16.5万大超预期，加息理由增强

Calculated Risk takes an early look at data from selected local U.S. housing markets in October, covering inventory, transactions and price trends. Local leading indicators are often used to anticipate the direction of the national housing market. The interplay of home prices, interest rates and inventory remains the main thread to watch in the housing market ahead. Because local markets move first, their October readings offer the earliest clues about whether the national picture is stabilizing or still softening.

Chinese title: 10月地方住房市场初步观察

Realtor.com's economics research shows U.S. mortgage rates have fallen for a third consecutive week. Lower rates directly stimulate homebuying demand and refinancing activity, making them an important leading indicator of how far the housing market is recovering. The interplay of home prices, interest rates and inventory remains the main thread to watch in the housing market ahead. Three straight weeks of declines give buyers a clearer window to act, and refinancing homeowners a reason to revisit their existing loans.

Chinese title: 抵押贷款利率连续第三周下降

In the week ending November 5, the average 30-year fixed mortgage rate fell to 7.18%, a third straight weekly decline, against the backdrop of Democrats regaining control of Congress in the midterm elections. Rate movements directly affect homebuying demand, making them one of the most sensitive leading indicators for the housing market, and a key variable for buyers weighing when to lock in a loan.

Chinese title: 民主党中期选举获胜后，房贷利率连续第三周下跌

Realtor.com reports that a record 10% of first-time buyers paid all cash between 2025 and 2026, driven by an unprecedented intergenerational transfer of wealth. In a high-rate environment, family support is becoming an important way for young buyers to sidestep mortgage costs, and the trend is worth watching closely as affordability pressures persist for younger households. Cash purchases also reduce these buyers' exposure to rate swings, giving them an edge in competitive markets.

Chinese title: 代际财富转移推动首套房全款购买比例创纪录

Realtor.com's economics research team publishes its weekly housing trends update, covering inventory changes, listing activity, prices and buyer-seller dynamics for the week ending October 31. High-frequency weekly data is the most timely set of indicators for judging whether the U.S. housing market is running hot or cold, and the week-to-week shifts in listings and pending sales often signal turning points before monthly reports do.

Chinese title: 每周住房趋势：美国市场更新（截至2026年10月31日一周）

Calculated Risk summarizes the Mortgage Bankers Association's weekly survey: mortgage applications fell in the latest week, down 19% year over year, while single-family inventory has returned to 2019 levels. Weak application volumes alongside normalizing inventory suggest high rates are still suppressing willingness to transact, even as more homes come onto the market and give buyers greater choice heading into the winter season.

Chinese title: MBA周度调查：房贷申请减少，同比下降19%

Realtor.com's economics research shows surging mortgage rates brought both buyers and sellers to a halt in October: pending sales fell 17% year over year, making it one of the weakest Octobers on record. The monthly trends report brings inventory, prices and contract data together, offering a comprehensive window on the U.S. housing market's turn. When both sides of the market pause at once, listings and contract signings fall together, and the turn in prices that follows is usually slower to arrive.

Chinese title: 2026年10月住房趋势：利率飙升，买家卖家双双暂停

Calculated Risk's monthly review of rents and vacancy rates argues that asking rents have likely bottomed. Rent trends matter both for tenants' actual housing costs and as a leading indicator for the housing component of inflation, and the dataset the author has tracked for years is widely cited in the industry, making the turn in rents a signal worth watching for both renters and policymakers.

Chinese title: 要价租金可能已经见底

Calculated Risk summarizes the Freddie Mac House Price Index: home prices rose in September, up 1.9% year over year, but some cities have fallen sharply from their peaks, including Punta Gorda, down 18.7%, and Austin, down 16.7%. The coexistence of a rising national average and diverging city trends is the defining feature of this housing cycle. National averages therefore hide wide local gaps, and the cities that fell furthest are the ones where affordability is now improving fastest.

Chinese title: 房地美房价指数9月上涨，同比涨1.9%

Calculated Risk cites Altos data showing that U.S. single-family home inventory has returned to 2019 levels, with the author arguing that inventory is the most telling indicator. Normalizing inventory means the balance of negotiating power between buyers and sellers is shifting, making it one of the most heavily weighted indicators for judging where the housing market is headed. With supply back to pre-pandemic norms, buyers gain more room to negotiate, and sellers can no longer count on bidding wars to set the price.

Chinese title: Altos数据：独栋房库存回到2019年水平

Calculated Risk carries an update from housing economist Tom Lawler: Fannie Mae and Freddie Mac increased their agency MBS holdings in September, while interest-rate risk measures remain elevated. Changes in the two agencies' holdings affect the secondary mortgage market and offer a useful reference for judging the direction of mortgage rates, which in turn shapes borrowing costs for homebuyers nationwide.

Chinese title: Lawler更新：房利美房地美9月机构MBS持仓增加

The National Multifamily Housing Council's October survey shows apartment market conditions weakened over the past three months, with high interest rates making financing harder to obtain. Measures of market tightness and sales volume came under pressure together, reflecting a continued cooling of the U.S. rental housing market in a high-rate environment, and the softening across sub-indicators points to a broad rather than narrow-based slowdown.

Chinese title: NMHC调查：10月公寓市场状况走弱

Housing economist Tom Lawler tracks the mortgage-backed securities market: yields on current-coupon MBS edged down after hitting a year high on October 5, but still stood at 6.27%, well above levels earlier this year. MBS yields are a leading indicator for the direction of mortgage rates and directly affect homebuyers' financing costs. The pullback from the October 5 peak offers only modest relief, since yields remain far above where they started the year, keeping mortgage rates elevated for buyers.

Chinese title: Lawler：MBS收益率与利差近况更新

The architecture billings index has been in contraction for 47 of the past 48 months, and the decline deepened further in September. The index is a leading indicator for new commercial real estate investment, including multifamily housing; prolonged weakness at the design stage suggests little improvement ahead in commercial development activity, as fewer projects move from design into construction in the near term.

Chinese title: 建筑师事务所账单跌幅加深：9月建筑账单指数持续收缩

Calculated Risk's roundup of weekly high-frequency data notes that the recent rise in mortgage rates is now showing up: inventory is climbing while demand falls, putting pressure on home prices. Weekly data captures turning points earlier than monthly reports, making it a common early warning for tracking the depth of the U.S. housing market's cooling. Rising supply against falling demand is the combination that most often precedes price cuts, so the weekly series bears close watching in the weeks ahead.

Chinese title: 高频数据：美国楼市低迷加深

CBRE publishes its Beijing real estate market report for the third quarter of 2026, tracking rents, vacancy rates and transaction performance across offices, retail, warehouse and logistics, and investment. The quarterly data is a benchmark reading for judging conditions in first-tier cities' commercial property, and can be read alongside Shanghai's report for the same quarter. The four sectors together give a full picture of the capital's commercial property market, from leasing demand to capital flows into investment deals.

Chinese title: 北京房地产市场报告：2026年第三季度

U.S. Census Bureau data shows privately owned housing starts fell in September to a seasonally adjusted annual rate of 1.221 million units. Starts, permits and completions together describe the pace of supply, and with mortgage rates elevated, developers remain cautious about adding new supply, keeping the construction pipeline lean even where underlying demand for homes remains steady across most major markets.

Chinese title: 9月美国新屋开工降至年率122.1万套

Calculated Risk discusses the ratio of house prices to income, a core measure of housing affordability: it best captures whether home prices have drifted away from residents' purchasing power, but income data is published with a long lag and definitional problems persist. Understanding the indicator's limitations is essential to using it correctly to judge the housing market. Because income figures arrive months late, the ratio is better at describing where affordability has been than where it stands today, and it should be read with that lag in mind.

Chinese title: 房价收入比：一个想跟踪却不好算的指标

CBRE publishes its Shanghai real estate market report for the third quarter of 2026, covering changes in rents and vacancy across offices, business parks, retail, warehouse and logistics, and investment markets. Comparing Shanghai's report with Beijing's for the same quarter reveals differences in the pace of recovery across first-tier cities' commercial property. Each sector's rent and vacancy figures add a piece to the picture, and the differences between the two cities show that recovery in first-tier commercial property is not moving at one speed.

Chinese title: 上海房地产市场报告：2026年第三季度

The second part of Calculated Risk's mid-October housing market review focuses on home prices, rents and mortgage rates. The first part covers inventory and sales, while the second looks at price signals: with rates running high, the extent of any softening in prices and the direction of rents will determine where the market goes next. Read together, the two parts cover the full chain from listings to prices, giving a single mid-month snapshot of a market adjusting to high borrowing costs.

Chinese title: 美国住房市场现状（下）：10月中旬综述

The first part of Calculated Risk's mid-October housing market review covers inventory and sales: changes in homes for sale and the pace of transactions together determine the direction of pressure on prices. The two-part review is a regular feature tracking the U.S. housing market, with stable data definitions that suit time-series comparisons, letting readers track how supply and demand conditions evolve month by month.

Chinese title: 美国住房市场现状（上）：10月中旬综述

Calculated Risk's high-frequency data roundup notes that the recent rebound in mortgage rates has affected supply and demand for existing homes; Mortgage Bankers Association data shows applications remain weak. Even small rate moves feed through to listings and application volumes, showing how sensitive the current housing market is to financing costs. When rates rise, would-be sellers hold back and buyers step aside at the same time, so even a modest move can quickly change the balance of the existing-home market.

Chinese title: 高频数据：按揭利率回升冲击存量房供需

CBRE publishes its China Office Tenant Survey 2026, themed on adaptive space: corporate tenants' demand for office space is shifting from 'floor area' to 'fit', with flexible, adjustable space becoming a key variable in location decisions. The annual survey is a window on structural change in office demand, and on how landlords must rethink what tenants are willing to pay for.

Chinese title: 2026年中国办公楼租户调查

Knight Frank's Residence Report (2026/27) tracks the fast-evolving branded residences market: resort destinations are growing, non-hotel luxury operators are rising, and wellness is shifting from an amenity to infrastructure. For the high-end housing market, the annual report is a benchmark for observing how buyer demand is migrating, and where developers are placing their bets on the next generation of luxury homes.

Chinese title: 莱坊《The Residence Report》：品牌住宅市场追踪

The National Retail Federation's holiday forecast expects U.S. retail sales in November and December 2026 to reach $1.013 trillion, showing consumer spending remains resilient. The figure is one of the most closely watched annual indicators for retailers planning inventory and marketing, and for gauging consumer confidence heading into the year's most important shopping season, when retailers make a disproportionate share of their annual revenue.

Chinese title: NRF预计11月和12月零售额将达1.013万亿美元

The National Retail Federation publishes its 2026 annual retail sales forecast, using a new economic model to assess consumer spending, employment and income trends. The report gives the retail industry a full-year growth benchmark and reflects the institution's overall view of U.S. consumer fundamentals. Retail data fluctuations directly reflect consumers' willingness to spend, offering a window on domestic demand. The forecast is the industry's shared reference point for the year, and its assumptions about jobs and incomes will be tested against each month's spending data as the year unfolds.

Chinese title: NRF发布2026年全年零售额预测

The National Retail Federation's annual consumer survey finds that more than half of holiday shoppers say the state of the economy will affect their holiday spending plans this year. Economic expectations feed directly into year-end shopping budgets, and retailers need to prepare in advance for more budget-conscious consumers, with value and promotions likely to weigh heavily in purchase decisions this season.

Chinese title: 过半假日购物者称经济状况将影响今年的假日消费计划

The CNBC/NRF Retail Monitor, powered by Affinity Solutions, shows U.S. retail sales rose for a 12th consecutive month in September, even as rising gasoline prices squeezed consumer budgets. A full year of monthly gains shows consumer resilience persists, though shoppers have become more price-sensitive in what they buy, and the mix of spending is shifting toward essentials and value-oriented options.

Chinese title: 零售销售连续第12个月增长，油价压力考验消费者

The Global Port Tracker report from NRF and Hackett Associates shows this year's extended peak shipping season is finally nearing its end, with import volumes starting to slow after holding at high levels through the summer. Import pace is a leading signal for retailers' stocking and inventory cycles, and how the peak season winds down affects year-end shelves and promotions.

Chinese title: 全球港口追踪：旺季拉长后，进口货量开始放缓

NIQ's FastTrack research publishes a ranking of the top brands in Britain's on-the-go consumption category, judged on consumers' actual choices. In a fiercely competitive convenience market, the ranking offers a data-backed answer to which brands truly win frequent purchases, and which ones are losing ground as shoppers trade between established names and cheaper alternatives, a pattern that matters for brands planning shelf space and promotional spending.

Chinese title: NIQ FastTrack：英国消费者心中的即买即走品牌赢家

The CNBC/NRF Retail Monitor shows U.S. retail sales rose modestly in August, marking an 11th consecutive month of gains. Behind the monthly increases is resilient consumer spending: despite lingering budget pressures, the U.S. retail base continues to expand slowly, with the breadth of growth across categories suggesting the consumer slowdown many feared has not materialized. Spending remains uneven, however, with lower-income households feeling the squeeze most.

Chinese title: 美国零售销售8月再增，连续第11个月增长

The annual consumer survey from NRF and Prosper Insights & Analytics expects U.S. Halloween spending to reach $13.5 billion this year. Consumers continue to treat Halloween as a spending priority, while also watching their budgets and seeking value — a 'celebrate but save' pattern that defines this year's holiday consumption, and retailers are responding with promotions aimed at cost-conscious party planners.

Chinese title: NRF调查：今年万圣节消费预计达135亿美元

NIQ notes that retailer brands — private labels — are now genuine brands that innovate like brands: nearly half of new products in Western Europe carry a retailer's name, and their ambitions have changed. Having moved beyond their 'cheap alternative' positioning, private labels are now competing head-on with manufacturer brands on product strength, a shift that is redrawing the balance of power between retailers and national brands.

Chinese title: 零售商自有品牌如今就是个品牌，还像品牌一样创新

Shanxi Evening News' investigative series observes autumn and winter vegetable prices in Taiyuan, focusing on residents' choice between stockpiling and not stockpiling. Through market visits, the reporting presents seasonal changes in vegetable supply and the real feel of everyday prices — a local livelihood survey whose observations often show where consumer trends appear first. The series follows shoppers and vendors through the seasonal shift, showing how household decisions about stocking up respond to price moves at the market stall.

Chinese title: 太原秋冬菜篮子价格观察：囤与不囤之间

NIQ analyzes the growth logic of iced coffee: consumers treat it as a small everyday indulgence, flavor and format innovation keeps expanding the category, and branding determines who retains repeat purchases. For beverage companies, iced coffee has gone from a seasonal item to a business built around consumer groups and occasions for the long term. The category's growth depends on keeping that indulgence affordable and the innovation pipeline fresh, so that new flavors keep bringing drinkers back through the year.

Chinese title: 冰咖啡走红：放纵心态、创新与品牌是增长关键

NIQ data shows Britain's on-premise drinks channels had a quiet start to October: average sales for the week ending October 10 fell 2.6% year over year, as cool, rainy weather dampened consumption. Beer and cider held up relatively well, with consumers placing greater value on cost-effectiveness when drinking out, a pattern that favors familiar, lower-priced options over premium pours this season.

Chinese title: 英国酒吧饮料销售开局平淡，啤酒与苹果酒跑赢大盘

NIQ analyzes the U.S. on-premise channel entering its busiest time of year: sales are roughly flat versus last year, foot traffic is up, and consumers want new flavors and experiences. Halloween and seasonal limited flavors are the opportunity for beverage brands, and with resilient traffic, the contest is over freshness of occasions and products. Flat sales with rising traffic means the average spend per visit is under pressure, so brands must win on novelty and experience rather than on volume alone.

Chinese title: 秋季即饮消费的机会：万圣节、季节风味与坚韧的客流

NIQ's on-premise data shows that in September, cider sales rose in Britain while spirits fell, with overall performance steady: changeable weather and cautious consumer spending held back trading at month's end. The diverging fortunes by category reflect how consumers weigh category and price choices when drinking out, with value-for-money options gaining share as households keep a closer eye on discretionary spending.

Chinese title: 英国即饮渠道9月：苹果酒上升、烈酒下滑，整体平稳

Insights from NIQ's Mixed Drinks Report show cocktail occasions are broader than ever: with the right positioning, presentation and value, operators and suppliers can sell cocktails into more settings. The choice between ready-to-drink and classic serves reflects consumers' twin demands for convenience and a sense of occasion, and the report maps which formats win in which settings across bars, restaurants and home gatherings.

Chinese title: 每种场合都有一杯：NIQ鸡尾酒洞察

IWSR analyzes the buying psychology of premium spirits consumers, noting that brands seeking 'status' buyers need to spend and communicate more cleverly. Status and scarcity underpin premium spirits pricing, and the insight unpacks what these consumers truly care about, from the stories bottles tell to the occasions on which they are shared and seen. Getting that mix right is what separates enduring luxury labels from short-lived premium plays.

Chinese title: IWSR：如何吸引为身份买单的高端烈酒消费者

NIQ's research reveals the power of 'activation' events in Britain's on-premise channel: in an environment of tight spending and fierce competition, bars and brands that use in-store events well get noticed at the very moment purchase decisions are made. Such channel-data insights directly serve beverage brands' decisions on spending at the point of sale. The findings argue for shifting spend toward the venue itself, where a well-timed event can turn a casual visitor into a repeat buyer of a particular brand.

Chinese title: 激活换销量：NIQ揭示即饮渠道品牌活动的力量

NIQ data shows Britain's on-premise drinks sales picked up in September after a tough August: in the week ending September 5, average sales at managed venues ran 7.6% above the same week last year, helped by good weather and the August bank holiday. Weather is a hidden variable in the pub trade, and this weekly data quantifies its impact. The rebound shows how quickly trading can turn when the weather cooperates, though one strong week does not by itself confirm a lasting recovery.

Chinese title: 英国酒吧饮料销售9月回暖，单周同比增7.6%

NIQ notes that Britain's hospitality sector in 2026 looks calm on the surface but turbulent underneath: core on-premise indicators such as the number of licensed premises were broadly flat all year, while headline calm masks rapid change in the market. What operators see as 'no change' is in fact the net result of structural gains and losses offsetting each other.

Chinese title: 2026年英国餐饮酒吧行业：是平静还是混乱？

Two years of data from NIQ's BASES innovation measurement show innovation in Western European dairy has recovered, with brands back in charge. After a difficult period, the nature of innovation-led growth is changing, and the data shows how dairy brands are using new products to regain growth, and on what terms, as the balance shifts between breakthrough launches and line extensions that defend shelf space.

Chinese title: 乳制品创新反弹，品牌重夺主动权

NIQ analyzes the evolution of Australia's coffee machine market: Australia is one of the world's most mature coffee markets, and the rise of the home barista means home coffee machines no longer compete on convenience alone. From café ritual to the home, the data shows how migrating consumption habits are reshaping a durable-goods category. As home brewing improves, the purchase decision turns on craft, design and the quality of the cup, not just on speed or ease of use.

Chinese title: 家庭咖啡师崛起：澳大利亚咖啡机市场如何超越“便利”演进

NIQ's PubTrack program publishes a ranking of Britain's best-loved pub operators, based on consumer word of mouth, naming the operators behind the country's best pubs in 2026. Pubs are central to British community life, and this consumer-rated ranking offers ready data for observing the brand strength of local hospitality operators. The ranking is built entirely on what drinkers say, so it captures reputation earned at the bar rather than size or marketing spend, and it is updated to reflect the latest consumer sentiment.

Chinese title: 英国最佳酒吧：消费者最喜爱的运营商

NIQ data shows August heatwaves scorched Britain's on-premise drinks sales: in the week ending August 15, average sales at managed venues fell 3.7% year over year, then fell a further 0.3% the following week. Extreme heat does not mean a pub boom — overheated weather kept consumers at home, and the weather-consumption relationship is not linear. The two consecutive weekly declines show the effect was not a one-off, and they underline how sensitive pub trading is to weather that pushes beyond comfortable levels.

Chinese title: 8月热浪反而灼伤英国酒吧饮料销售

NIQ's analysis argues that functional beverages are the next growth frontier for Canada's drinks market: consumer interest in functional ingredients keeps rising, but turning interest into growth on the shelf is not automatic. Manufacturers must get health claims right alongside taste, price and channel to capture this wave of demand, and the winners will be those that prove benefits credibly rather than merely claiming them.

Chinese title: 功能饮料为什么是加拿大的下一个增长前沿

NIQ publishes its Global Bartender Report 2026, based on a survey of more than 1,700 hospitality professionals through its BarSights program: a bartender's recommendation has an often-underestimated influence on bar business. Turning the people behind the bar into brand allies is one of the most cost-effective investments a drinks brand can make in the on-premise channel. The survey gives brands a direct line to the people who shape what gets poured, and the report argues that winning their trust pays off across the whole on-premise channel.

Chinese title: 在吧台后建立更强的关系：NIQ全球调酒师报告

A Southern Daily survey finds that NEV insurance premiums fluctuate widely, with nearly 30% of drivers renewing without comparing prices and 70% of NEV owners anxious about claims. The report exposes pain points in NEV insurance pricing and service that deserve attention from both drivers and insurers. Such shifts in consumer attitudes often precede turns in sales data. Wide premium swings leave drivers unsure what a fair price is, and that uncertainty is itself a cost, pushing more owners to shop around before their next renewal.

Chinese title: 近三成车主未比价“盲续”，七成新能源车主有理赔焦虑

Data shows Chinese brands accounted for 22.5% of Norway's new passenger car registrations in October, a monthly record. Norway has the highest EV penetration in Europe, and the rising share of Chinese brands shows their growing influence in the European new-energy market, with the competitive landscape being rewritten. Such share and reputation shifts inform how automakers and dealers adjust their strategies.

Chinese title: 中国品牌占挪威10月新乘用车注册量22.5%，创单月新高

J.D. Power's survey shows that everyday frustrations with in-car technology are testing vehicle dependability ratings in Mexico. The in-car technology experience has become an important factor in automotive reputation and repeat purchases. For automakers and dealers, such shifts in market share and reputation inform how they adjust their strategies, from software updates to the way tech features are explained at the point of sale.

Chinese title: J.D. Power：日常科技挫折考验墨西哥车辆可靠性

CleanTechnica reports that NIO's October sales were unremarkable, a sharp contrast with XPeng's surge, but for the year as a whole, NIO's 2026 cumulative sales are still up 38.5%. Monthly delivery data is the most direct window on the competitive landscape of China's EV market, where monthly rankings among the new EV makers are reshuffled frequently and small gaps can swing the narrative.

Chinese title: 蔚来10月销量平平，但2026年累计销量增长38.5%

CleanTechnica reports that XPeng enjoyed a strong sales month in October, with deliveries surging sharply. Monthly rankings among China's new EV makers are reshuffled frequently, and XPeng's growth this time stands out strikingly among its peers — worth reading alongside full-year trends, which show whether a single strong month marks a lasting shift or a short-lived spike in an intensely competitive market.

Chinese title: 小鹏汽车销量飙升

Data shows electric heavy trucks reached a 50.3% market share in China in September, with sales up 34% year over year, and electrification of long-haul trucks is also advancing. Commercial vehicles passing the halfway mark on electrification is a milestone, with the next questions being long-haul use cases and the pace of charging network build-out. Crossing half the market changes the conversation from whether electric trucks can compete to how fast fleets, depots and highways can adapt to them.

Chinese title: 中国卡车销量已多数电动化，接下来呢？

A survey by the American Customer Satisfaction Index shows that, as new-vehicle prices keep climbing, consumers increasingly want affordable options. Price sensitivity is reshaping car-buying decisions, and such satisfaction and intention data is an important input for automakers' pricing and product planning, especially as higher sticker prices push more buyers toward smaller models or longer loan terms in the months ahead.

Chinese title: 车价持续攀升之际，消费者想要更实惠的选择

The American Customer Satisfaction Index publishes its 2026 ranking of the top 10 car brands by customer satisfaction. Automobiles are a traditional focus of satisfaction surveys, and ranking changes often move in step with shifts in quality reputation and after-sales experience — one of the third-party assessments automakers care about most, and a strong showing can become a selling point in showrooms and advertising.

Chinese title: 2026年按顾客满意度排名的十大汽车品牌

J.D. Power expects total U.S. new-vehicle sales in October to run at a seasonally adjusted annualized pace of 15.6 million units, matching the same period in 2024, while consumer spending on new vehicles rose 3.2% year over year. Flat volumes with rising spending show prices and model mix are still pushing up the average transaction amount. The combination points to a market where growth comes from what buyers pay per vehicle rather than from selling more vehicles, a pattern that favors higher-priced models and trims.

Chinese title: 10月美国新车销售节奏与去年同期持平，消费支出增3.2%

U.S. Energy Information Administration data shows hybrids, battery electrics and plug-in hybrids together accounted for 23% of new light-duty vehicle sales in the U.S. in the third quarter of 2026, down from before; hybrid sales rose while battery electrics kept falling after the tax credit expired. The shifting powertrain mix reflects real demand after policy incentives were withdrawn. Hybrids are picking up the buyers that battery electrics are losing, suggesting many drivers still want efficiency gains without giving up the familiarity of a gasoline engine.

Chinese title: 税收抵免到期后，美国混动车销量上升、纯电动车走低

McKinsey publishes its China Auto Consumer Insights 2026, setting out five major trends: the winners in China's future auto market will be decided not by price competition, but by who can turn cutting-edge technology into a reliable brand experience. Under the theme of 'value as the anchor through cycles, users leading a new era,' the report looks ahead to a new decade for China's auto market.

Chinese title: 《2026麦肯锡中国汽车消费者洞察》：五大新趋势，展望车市新十年

KPMG released its 2025 Patient Program Survey Report at the China International Import Expo (CIIE), focusing on the current state of patient support programs and directions for improvement, and calling for multiple stakeholders to work together to build a multi-layered patient protection ecosystem. The report gives pharmaceutical companies, insurers, and medical institutions survey-based evidence for improving patient services. In healthcare, questions of policy and trust ultimately come down to ordinary people's experience of seeking care.

Chinese title: 毕马威发布《2025年患者项目调研报告》

MyDrivers rounds up the latest survey findings on laser eye surgery, focusing on how people who had the procedure are doing afterward — their vision and their satisfaction. The survey offers real-world feedback for anyone considering the surgery, though individual results vary widely, and the decision still requires professional eye exams and a doctor's advice. In healthcare, questions of policy and trust ultimately come down to ordinary people's experience of seeking care.

Chinese title: 做了近视激光手术的人后来怎样了：最新调查结果出炉

KFF analysis notes that Medicare's proposed cut to 340B drug payments would hit safety-net hospitals serving low-income communities hardest, while for-profit hospitals would benefit. The piece lays out the distributional effects of the change and the responses of different kinds of hospitals. In healthcare, questions of policy and trust ultimately come down to ordinary people's experience of seeking care.

Chinese title: 医保削减340B药品支付，将冲击安全网医院、利好营利医院

KFF continues to track the status of state decisions on Medicaid expansion, compiling lists of states that have implemented it, adopted it but not yet implemented it, and still have not expanded. It is a baseline reference for observing gaps in U.S. health coverage and the policy divergence among states. The topic is highly technical, and specific decisions should be checked against the formal documents of authoritative bodies.

Chinese title: 各州医疗补助扩张决定现状

KFF's tracker continuously updates the list of countries that have signed bilateral global health cooperation memoranda with the United States under the America First MOU, as well as how each agreement is progressing. By gathering scattered official information into a single table, the tracker has become one of the most frequently cited tools for observing the shift in U.S. global health policy.

Chinese title: KFF追踪：美国优先备忘录下的双边全球卫生协议

KFF's brief assesses how the use of race in clinical decision-making tools has evolved in recent years. A growing number of tools are removing race-based corrections, and the brief examines the progress of this movement and its actual effects on equity in care — an issue at the frontier of how medical algorithms are governed.

Chinese title: 从临床决策工具中移除种族因素：进展与影响评估

KFF's data dashboard analyzes the weight that health care costs and other health policy issues carried in voters' decisions in the 2026 midterm elections. The dashboard compiles polling and voting data from multiple states to help readers understand the extent to which health issues shaped the results of this election.

Chinese title: 医疗保健在2026年中期选举中的角色

KFF's analysis shows that the availability of Medicare Advantage prescription drug plans for 2027 varies enormously from county to county across the United States, and the number of plans enrollees can choose from is closely tied to where they live. This county-level data reveals the uneven supply in the U.S. market for health coverage for older adults.

Chinese title: 2027年医保优势计划的可得性因县而异、差异巨大

The Global Wellness Institute's report looks at aging well from a cross-country perspective, comparing what older adults in different countries value most — in health, engagement, and financial security — and providing a reference for aging policy and the silver economy. In healthcare, questions of policy and trust ultimately come down to ordinary people's experience of seeking care.

Chinese title: 跨国视角：如何更好地老去，什么最重要

A U.S. survey finds that Americans are wary of using artificial intelligence in medical care and insurance claims. A lack of trust is a real obstacle to deploying AI in healthcare and insurance, and organizations promoting it need to explain their data and decision-making more transparently. For people working in healthcare, this kind of research and policy development is worth factoring into compliance and product planning.

Chinese title: 美国人对AI用于医疗与保险理赔持谨慎态度

KFF's data dashboard examines the impact of the abortion issue on voters' decisions in four states in the 2026 midterm elections, bringing together the relevant polling data. Abortion has been one of the central issues in recent U.S. elections, and this data helps show how its mobilizing effect differed from state to state.

Chinese title: 2026年选票上的堕胎议题：四州选民民调洞察

CB Insights' report shows that digital health companies raised $7.7 billion in 546 deals in the third quarter. Funding held steady but the number of deals declined, with large rounds lifting the total — including Neko Health's $700 million Series C. The trend of capital concentrating among top companies continues to strengthen across health technology.

Chinese title: CB Insights：2026年三季度数字健康全景

Carbon Brief reports that a rapidly developing 'super El Niño' is heading toward a peak in December, its strength described as simply staggering. The report reviews the monitoring evidence and the potential global weather impacts. For the energy industry, shifts in policy and supply and demand like this directly shape the pace of investment.

Chinese title: “简直惊人”：快速发展的超级厄尔尼诺或在12月达峰

Carbon Brief's analysis finds that China's quarterly CO2 emissions fell 3%, the largest drop since Covid. The analysis draws on energy and industrial data to discuss the structural and cyclical factors behind the change. For the energy industry, shifts in policy and supply and demand like this directly shape the pace of investment.

Chinese title: 分析：中国季度二氧化碳排放下降3%，为疫情以来最大降幅

Data from the U.S. Energy Information Administration show that U.S. crude oil imports from Venezuela in July were the highest since 2017. The shift in import patterns reflects the interplay of sanctions policy, geopolitics, and U.S. refinery demand. Debate around such topics often turns on data definitions, so it is worth noting which body published the original statistics.

Chinese title: 美国7月自委内瑞拉原油进口量创2017年以来新高

The U.S. Energy Information Administration notes that refineries have shifted production away from gasoline toward middle distillates. The change in product mix is tied to seasonal demand and differences in margins, and it affects the supply-demand balance in refined product markets. Debate around such topics often turns on data definitions, so it is worth noting which body published the original statistics.

Chinese title: 炼厂生产从汽油转向中间馏分油

Carbon Brief's State of the Climate analysis points out that, with three-quarters of the year gone, 2026 will almost certainly rank as the warmest or second-warmest year on record. Drawing on data from multiple institutions, this annual assessment is one of the most frequently cited sources for temperature conclusions in climate coverage.

Chinese title: 气候现状：2026年可能与2024年并列有记录以来最热年份

CleanTechnica's estimate says Americans have paid more than $150 billion extra for gasoline and diesel this year than last. Fuel spending is among the most sensitive items in household budgets, and aggregate figures like this provide an intuitive sense of scale for arguments over energy prices.

Chinese title: 今年美国人为汽油多花了1500多亿美元

Data from the U.S. Energy Information Administration show that U.S. refinery utilization ran above normal in 2026: from May to September, average utilization exceeded 95% of capacity, the highest level on record for those months. High utilization reflects changes in refined product demand and refining capacity, and it also affects price trends for products such as gasoline.

Chinese title: 2026年美国炼厂开工率处于历史高位

Jan Rosenow explores a counterintuitive idea: industrial overcapacity means large amounts of idle capacity, which looks like waste from an economic efficiency standpoint, but flexible industrial loads could also become a resource for balancing grid supply and demand. Turning 'excess' into flexibility is a new theme in the energy transition.

Chinese title: 工业产能过剩，能帮我们管理电网吗？

The U.S. Energy Information Administration estimates that small-scale (rooftop) solar generation in the United States has grown to nearly five times its level a decade ago, when it was just 18,812 GWh. Distributed solar is now too large to ignore: it is changing grid dispatch and household electricity use, and it is the most household-level face of the energy transition.

Chinese title: 美国小型太阳能发电十年翻两番

The U.S. Energy Information Administration records that PJM, ERCOT, and the Southwest Power Pool (SWPP) each set new peak load records this summer. Extreme weather and growing electricity demand pushed system peaks higher together, and the strain on grids during summer peak hours provides a fresh reference for planning power generation and storage.

Chinese title: PJM、ERCOT与SWPP今夏齐创用电峰值纪录

Data from the U.S. Energy Information Administration show that monthly wind generation in the ISO New England (ISO-NE) region was about 68% higher than a year earlier. Wind's share of the regional power mix is rising fast, and such monthly comparisons are a practical gauge of how quickly the energy transition is advancing across U.S. regions.

Chinese title: 新英格兰月度风电发电量同比高出约68%

J.D. Power's research shows that overall satisfaction among business customers of gas utilities rose by 10 points on a 1,000-point scale to 655 in 2026, with customer ratings of trust and transparency improving notably. For utilities, trust among commercial customers directly affects the stability of major account relationships.

Chinese title: 燃气公用事业企业客户信任与透明度得分上升

Jan Rosenow argues that the solar installation boom is outrunning the grid's ability to absorb it. In the summer of 2025, solar became Pakistan's largest source of electricity, accounting for about a quarter of national generation in peak months; a decade ago solar was almost negligible — the power mix has flipped far faster than grids were prepared for.

Chinese title: 光伏狂飙跑赢了电网

The U.S. Energy Information Administration's outlook for winter energy spending is mixed: with fuel prices moving in different directions and temperature forecasts varying by region, household energy bills this winter will be uneven. Lower natural gas and propane prices could save some households money, but regional differences will decide who benefits and who pays more.

Chinese title: 今冬能源支出展望喜忧参半

YouGov's European climate change tracker (9–22 October) continues to record how public attitudes toward climate issues are changing across European countries. The value of long-running tracking lies in comparability: the drift in answers to the same questions from month to month marks the real temperature of climate politics in Europe.

Chinese title: YouGov欧洲气候变化追踪调查

The U.S. Energy Information Administration reviews the third-quarter oil market: against the backdrop of continued conflict in the Middle East, crude oil and refined product prices generally rose and refinery margins broadly improved. Price and margin trends feed into inflation and energy company earnings, and this quarterly review gives the full picture in official terms.

Chinese title: 三季度原油价格与炼厂利润率整体上行

Jan Rosenow uses the 'electrostate' framework to discuss differences in how electrified national economies are: Bahrain's economy is driven by electricity to a greater extent than that of the United States, while nearly 60% of China's electricity in 2025 still came from fossil fuels. Differences in electrification rates determine where each country's energy transition starts and the path it takes.

Chinese title: 什么是“电力国家”？

Data from the U.S. Energy Information Administration show that U.S. natural gas production reached a record high in July 2026, driven mainly by increased output from the Permian Basin. Record supply affects natural gas prices, the power generation mix, and export capacity, making this monthly data a core reading on U.S. energy fundamentals.

Chinese title: 美国天然气产量7月创历史新高

Data from the U.S. Energy Information Administration show that U.S. propane exports set a record in the first half of 2026, reaching 2 million barrels per day, up 11% year on year. Growth in U.S. propane output and changes in global demand pushed exports higher together, a development in this niche energy trade worth tracking for energy professionals.

Chinese title: 2026年上半年美国丙烷出口创纪录

Jan Rosenow argues that thermal energy storage (thermal batteries) has moved from academic papers and pilot projects into commercial deployment — no longer a thing of the future. Industrial heat accounts for the bulk of energy use, and if this technology scales up, its significance for industrial decarbonization and grid flexibility could rival that of another battery.

Chinese title: 热电池不是将来时，它已经来了

Jan Rosenow imagines a fast-approaching reality: when 90% of European households have air conditioning, cooling demand will reshape summer electricity peaks. In the past, summers in most of Europe were not hot enough to make cooling a serious concern, but southern European-style heat is spreading north, and grids and buildings must prepare for cooling for everyone.

Chinese title: 当90%的欧洲家庭都装上空调会怎样

Global Finance reports that U.S. nonfarm payrolls rose significantly in October. Nonfarm payrolls are among the data the Federal Reserve values most when assessing the labour market and setting interest rate policy, and the strength of job growth directly affects market expectations for the pace of rate cuts and asset prices. This kind of official data underpins many kinds of market analysis and is worth keeping on file.

Chinese title: 美国10月新增非农就业岗位显著增加

Eurostat data shows EU social benefits expenditure grew 5% in 2025. Changes in social spending are closely tied to population ageing and employment conditions, and they provide the basic data for observing the fiscal pressure on Europe's welfare states. For researchers, this kind of data only becomes meaningful when it is read together with the historical series.

Chinese title: 欧盟2025年社会福利支出增长5%

Eurostat data shows the average annual full-time adjusted salary in the EU grew 4.3% in 2025. Wage growth, together with changes in inflation and labour supply and demand, is an important basis for judging the real purchasing power of European residents. The methodology and revisions of official statistics matter too, and citations should note the statistical agency and the period covered.

Chinese title: 欧盟2025年全职调整后平均年薪增长4.3%

An analysis published by Cato cites research on the deployment in Washington, D.C., with the central finding that a visible military deployment may reduce some opportunistic street crime in the short term. Evaluations grounded in real deployment data provide rare quantitative evidence for the debate over public safety policy.

Chinese title: 国民警卫队部署能减少犯罪吗？来自华盛顿特区的证据

Eurostat data shows the average price of natural gas for non-household consumers in the EU was €0.06 per kWh in the first half of 2026, down 6.7% year on year. Energy prices bear directly on European industrial competitiveness and the inflation outlook, and official statistics are the benchmark for judging trends in energy costs.

Chinese title: 非居民天然气价格年降幅6.7%

Eurostat data shows the average non-household electricity price in the EU was €0.18 per kWh in the first half of 2026, falling further. The continued retreat in electricity prices matters both for manufacturing costs and for the European Central Bank's policy judgments, and this set of official figures is worth reading alongside natural gas prices.

Chinese title: 2026年非居民电价进一步下降

A survey by the American Customer Satisfaction Index shows that a federal government department has ranked first in public satisfaction. Satisfaction with government services offers a quantitative window into public trust in, and experience of, the public sector, and such rankings are often used by agencies to benchmark their own improvements.

Chinese title: 这个联邦部门刚刚在美国人心中排名第一

Earth.com reports that despite a U.S. federal push to cut methane emissions, actual emission levels remain stubbornly high. The article covers monitoring data and major emission sources, highlighting the clear gap between policy goals and reality. For researchers, this material offers a traceable thread for discussion.

Chinese title: 联邦力推减排，甲烷排放依然居高不下

The Cato Institute cites data showing that in 2024, immigrants' share of the U.S. population ranked in the bottom third among wealthy countries. The ranking offers a cross-country reference for domestic debates about the scale of immigration. For researchers, this material offers a traceable thread for discussion.

Chinese title: 2024年美国移民占比在富裕国家中排后三分之一

The Institute for Family Studies blog examines whether parenthood really ruins couples' sex lives, drawing on research to offer a view that differs from popular impressions. The topic is a lifestyle-oriented question in family and intimate-relationship research. For researchers, this material offers a traceable thread for discussion.

Chinese title: 为人父母真的会毁掉夫妻的性生活吗？

Challenge Success's research director writes that society has long asked girls to 'learn to cope' while rarely asking what they are coping with. The organization has surveyed middle and high school students for more than a decade, and the article draws on that survey experience to discuss the structural roots of girls' stress.

Chinese title: 别再只让女孩学会应对，先问问她们在应对什么

Challenge Success examines how school schedules affect student well-being: the timetable is one of the few institutional levers that touches everyone in a school every day — students, faculty and families. How wake-up times, class density and breaks are designed bears directly on students' sleep, stress and sense of belonging.

Chinese title: 学校作息如何影响学生福祉

Our World in Data uses long-run data to show that since the late 1980s, almost all of the growth in global coal consumption has come from China. The structural fact is essential background for understanding global energy demand and carbon emissions. Reading trends across long series avoids misjudgment better than looking at a single point in time.

Chinese title: 1980年代末以来全球煤炭用量增长几乎全部来自中国

Human Progress reviews how humanity escaped long-run poverty, using long-run data to show the scale and causes of rising living standards over the past two centuries, offering an optimistic footnote for understanding economic development and institutional change. Cross-domain data of this kind is best filed by theme, so it can be called on later for comparison.

Chinese title: 人类如何摆脱了数千年的贫困

Human Progress looks back at life before humanity entered the 'Great Acceleration' of rapid growth, using historical data to compare income, lifespan and material conditions and help readers place modern living standards in a long-run context. The value of such material lies in accumulation: a single item may seem modest, but together they form a picture.

Chinese title: 人类“大加速”之前的生活是什么样

Gambling industry data shows online casinos in the UK have grown larger than every other channel in the gambling sector combined, while the other channels are generally shrinking. The contrast shows a structural shift in UK gambling consumption toward online, and such cross-domain data is best filed by theme for later comparison.

Chinese title: 英国在线赌场增长超过整个博彩业，其他渠道普遍收缩

DataReportal has published its digital report on Zimbabwe, compiling key data on the country's internet, social media and mobile connectivity. Country reports of this kind are baseline material for understanding the scale of a local digital market and user habits, and such cross-domain data is best filed by theme for later comparison.

Chinese title: 2027数字报告：津巴布韦

DataReportal has published its digital report on Zambia, compiling key data on the country's internet, social media and mobile connectivity. For those following the growth of Africa's digital markets, this is a baseline reference. Reading trends across long series avoids misjudgment better than looking at a single point in time.

Chinese title: 2027数字报告：赞比亚

DataReportal has published its Digital 2027: Vietnam report, compiling data and trends on internet, social media and mobile connectivity in Vietnam. The country report series is among the most-cited sources of digital infrastructure data for overseas markets and businesses expanding abroad.

Chinese title: 《数字2027：越南》报告

DataReportal has published its Digital 2027: Ukraine report, covering digital connectivity, internet use and social media data in Ukraine in an exceptional period. The report provides systematic quantitative material for understanding the resilience and evolution of the country's digital ecosystem.

Chinese title: 《数字2027：乌克兰》报告

DataReportal has published its Digital 2027: Turkey report, compiling data on internet penetration, social media use and e-commerce in Turkey. Turkey is a large digital consumer market spanning Europe and Asia, and the report is baseline reading for regional market analysis.

Chinese title: 《数字2027：土耳其》报告

DataReportal has published its Digital 2027: Hungary report, covering digital connectivity and online behavior in Hungary, including internet and social media penetration. It provides standardized data for Central and Eastern European market research that can be compared across countries.

Chinese title: 《数字2027：匈牙利》报告

Our World in Data notes that population aging is pushing up Chile's crude cancer death rate even as age-adjusted death rates fall. The article explains why the difference between the two measures matters for interpreting health data, and such cross-domain data is best filed by theme for later comparison.

Chinese title: 老龄化推高智利粗癌症死亡率，尽管年龄调整率在下降

Gallup's survey shows that U.S. consumers' holiday shopping plans point to an average retail year. Shopping budgets and spending intentions are an important forward-looking indicator for retailers heading into the year-end peak season, and they also reflect households' assessments of their own finances. This kind of everyday data sits closest to ordinary people's daily lives, and is worth a slow read.

Chinese title: 盖洛普：假日购物计划指向一个平均水平的零售年

Monthly data from Challenger, Gray & Christmas show that U.S. layoffs in October fell to a three-year low, while seasonal hiring plans rose 26%. Shifts in year-end hiring plans are a sensitive indicator of how warm or cold the labor market is. For people in consumer and human resources roles, such surveys open a window onto real people.

Chinese title: 10月裁员降至三年低点，季节性招聘计划上升26%

Gallup's survey shows that before the riots broke out, the French public's views of the economy and institutions had already turned sour. Polling data provides quantitative context for understanding how public discontent accumulated in France. Data at this everyday level sits closest to ordinary people's daily experience and is worth a slow read.

Chinese title: 盖洛普：骚乱之前，法国人对经济与机构的看法已转坏

Gallup compiles the issues voters say matter most in the midterm elections, with the economy, prices, and similar factors usually ranking near the top. Rankings of issues like this are basic material for understanding election results and party campaign priorities. For people in consumer and human resources roles, such surveys open a window onto real people.

Chinese title: 盖洛普：选民说这次中期选举最重要的问题

Gallup's data show that voter enthusiasm for this midterm election remains high. Voter engagement is often used to anticipate turnout and the effects of election mobilization, and it offers a reference for observing trends in U.S. political participation. Though fragmentary, such content is often the earliest signal of shifts in public sentiment.

Chinese title: 盖洛普：中期选举选民参与热情高

Challenger's data show that U.S. CEO departures fell in September, while the share of women among CEOs climbed to 27.9%. Executive turnover data reflect both the pace of corporate governance and shifts in the gender composition of senior leadership. Data at this everyday level sits closest to ordinary people's daily experience and is worth a slow read.

Chinese title: 9月CEO离职减少，女性CEO占比升至27.9%

Challenger, Gray & Christmas discusses the phenomenon of forced early retirement: job loss and age barriers in hiring can bring a career to an abrupt end, while AI may deepen the pressure on older workers through hiring bias. Whether retirement is voluntary increasingly depends on whether the labor market offers opportunities.

Chinese title: 当退休不是自己的选择

Challenger, Gray & Christmas reports that U.S. employers announced 43,281 planned job cuts in September. Seasonal hiring plans did not see the usual early surge, though the total still exceeded 2025 levels. Job cuts and hiring plans side by side sketch a picture of companies being cautious about both letting people go and bringing them in.

Chinese title: 9月裁员计划下降，招聘计划同比增但季节性高峰缺席

Challenger, Gray & Christmas reports that CEO turnover at U.S. companies rose to 186 in August, up 55% from 120 in July and 27% higher than the 146 recorded a year earlier; the momentum of women's advancement continued. The pace of executive turnover is an alternative gauge of how fast companies are adjusting strategy.

Chinese title: 8月美国CEO变动跳升至186人，女性晋升势头延续

Challenger, Gray & Christmas's outlook notes that after the weakest seasonal hiring season since 2008, retailers remain cautious about holiday hiring this year: few have publicly announced seasonal hiring commitments, and decisions will depend on how consumers spend. The strength of holiday employment is a leading read on consumer confidence.

Chinese title: 2026年假日招聘展望：零售商还在观望

A comprehensive survey by Rutgers-Eagleton/SSRS's Garden State Panel (conducted June 25–29) shows that arts participation in New Jersey is strong overall, with parents and college graduates the most active groups. State-level data on cultural life like this is a rare sample for observing local cultural consumption.

Chinese title: 新泽西州艺术参与强劲，父母与大学毕业生最活跃

Amerisleep surveys U.S. couples' disagreements over sleep temperature: bedroom temperature is the easiest sleep variable to adjust, yet also the easiest to argue about — two people sharing a bed often prefer different levels of warmth and cold. This survey on the 'sleep climate divide' quantifies the thermostat tug-of-war between partners.

Chinese title: 伴侣最合适的卧室温度：美国人的睡眠温度分歧