Maybe we should just use books? ๐
07.03.2026 18:25 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0@thomastalhelm.bsky.social
I'm an associate professor of behavioral science at the University of Chicago Booth School of Business. I also founded Smart Air, a social enterprise dedicated to making low-cost air purifiers and teaching people how to build their own.
Maybe we should just use books? ๐
07.03.2026 18:25 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0Interesting side finding: A reviewer asked us to look at previous data on individualism across China like unique baby names, unique nicknames on Weibo (China's Twitter), and whether people write a bio on Weibo. These often went in the wrong direction, suggesting they may not represent individualism.
07.03.2026 16:13 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0I appreciate you taking the time to suggest it!
06.03.2026 23:08 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0Great suggestion! ๐ I just created two "variable guides." They're the same as the CSV data files, except they have descriptions of the variables under the variable names.
06.03.2026 20:22 โ ๐ 2 ๐ 0 ๐ฌ 1 ๐ 0Credit to my hard-working co-authors! ๐
06.03.2026 16:18 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0Just remember to rewind it before you return it. ๐ @loneblockbuster.bsky.social
06.03.2026 16:08 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0The full text is available without a paywall. Have at it! www.nature.com/articles/s41...
06.03.2026 16:08 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0Fellow researchers: Use my data! ๐ข The whole point of the journal Scientific Data is to validate and share datasets for other researchers to use. It's all available on the Open Science Framework: doi.org/10.17605/OSF... @cos.io
06.03.2026 16:08 โ ๐ 7 ๐ 4 ๐ฌ 2 ๐ 0And here's a taste of the types of analyses you can do with this data. Why are some places more collectivistic than others? If you know me, you guessed it--a history of rice farming! ๐พ
06.03.2026 16:08 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0But wait, is this just measuring economic development? After all, people need money to live on their own (and get divorced). It *is* correlated with GDP per capita, but not as strongly as people might think. It's just r = .04 in the latest province data! ๐ฎ
06.03.2026 16:08 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0We also compared the collectivism index to the words people use on Weibo (China's Twitter). That comes from a recent study I did with researchers at @upenn.edu. Good to see more converging evidence! โ www.nature.com/articles/s41...
06.03.2026 16:08 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0Is it actually valid? Does it actually measure collectivism? We compared our new index to external markers like rates of visiting family for Chinese New Year and family ownership of companies. It checks out! โ
06.03.2026 16:08 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0The index uses statistics on divorce rates, the percentage of people living alone, and people living with extended family, following research in other countries. www.researchgate.net/profile/Dov-...
06.03.2026 16:08 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0You can rewind back to 1982. That means we can track change over time.
06.03.2026 16:08 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0Here's the cool part: because it's Census data, you can rewind and fast forward.
06.03.2026 16:08 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0And 31 provinces.
06.03.2026 16:08 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0We used Census data to estimate cultural differences in collectivism across 356 prefectures (like counties).
06.03.2026 16:08 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
New study just out! ๐จ We created a way to rewind and fast forward through cultural differences in China.
www.nature.com/articles/s41... @natureportfolio.nature.com
The US and Canada are neighbors, but they're on opposite ends of this scale! ๐บ๐ธ๐จ๐ฆ
06.03.2026 14:53 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0It's fascinating that two neighboring countries are on the opposite ends of the spectrum! ๐ง Oftentimes proximity is a good predictor of cultural similarity. I'd love to see what sorts of ecological variables predict these differences.
06.03.2026 14:53 โ ๐ 5 ๐ 0 ๐ฌ 2 ๐ 0Oh oops! Yes, I miswrote that. ๐ตโ๐ซ Those were the non-responses. I'm sure some were email addresses that have been deactivated after people move schools and such. But still, that's too low!
05.03.2026 15:27 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0Congratulations!
05.03.2026 15:26 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0Thanks for the shout out! ๐
04.03.2026 20:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0Wow, 5,000 people contacted. 4,700 respond.
04.03.2026 17:34 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0I'm honored to be elected an APS fellow! ๐ฅณ Thanks to those who nominated me. @psychscience.bsky.social www.psychologicalscience.org/members/fell...
04.03.2026 15:43 โ ๐ 11 ๐ 1 ๐ฌ 1 ๐ 1Congrats to Igor! ๐
04.03.2026 15:01 โ ๐ 2 ๐ 0 ๐ฌ 0 ๐ 0Responsibilism predicts less dating.
28.02.2026 21:10 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0It turns out, warm fuzzy collectivism predicts more datingโฆ
28.02.2026 21:10 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0Proud of Lindsay Ackerman for presenting new data on responsibilism and romantic relationships at SPSP! @spspnews.bsky.social #SPSP2026
28.02.2026 21:10 โ ๐ 5 ๐ 1 ๐ฌ 1 ๐ 0Proud of Richard for speaking at SPSP! ๐ Go, Richard!
28.02.2026 21:07 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0