The measured research under the Commons. Every claim shows its source. Check any of them.
Start with the first one: tap Run below. Five findings you can run, and each takes under a minute and ends.
Tap run.
This instrument counts in the study's own units: PPP dollars per household per month. Each mark is one dollar of the rise.
Average monthly household consumption: 158 PPP dollars
Done. Unconditional cash transfers in Kenya raised average monthly household consumption from 158 to 193 PPP dollars per household per month, counted nine months after the transfers began.
Johannes Haushofer and Jeremy Shapiro, 2016, Quarterly Journal of Economics. Source
Tap run.
Counts here are people reached in this demonstration. Both stories start at the same moment, and each runs at the speed the study measured.
False 0 people
True 0 people
Done. Tracking about 126,000 story cascades shared by some 3 million people, false stories were 70 percent more likely to be retweeted than true ones, and false stories reached 1,500 people about six times faster.
Soroush Vosoughi, Deb Roy, and Sinan Aral, 2018, Science. Source
Tap add ties. Each tap adds ten ties between the people below.
Counts here are people and ties in this demonstration: 100 people, up to 100 ties. The survival readout is counted from 100 for people with weaker ties, in this demonstration.
Ties: 0 of 100. People connected: 0 of 100. Likelihood of survival: 100
Done. Across 148 studies covering 308,849 people, people with stronger social relationships had a 50 percent greater likelihood of survival.
Julianne Holt-Lunstad, Timothy B. Smith, and J. Bradley Layton, 2010, PLOS Medicine. Source
Tap run.
Counts here are an index in this demonstration: deaths before monitoring are counted as 100, so the fall the study measured reads as 67.
Before community monitoring 100
After one year of community monitoring 100
Done. One year after communities in Uganda began monitoring local health clinics with citizen report cards, deaths among children under five were 33 percent lower in the communities that monitored than in the comparison communities.
Martina Björkman and Jakob Svensson, 2009, Quarterly Journal of Economics. Source
Tap run.
Counts here are issues resolved per hour in this demonstration. Each row starts at 100, its own count without the assistant, and rises by the share the study measured.
Average worker 100 issues per hour
Novice worker 100 issues per hour
Done. Among 5,179 customer support agents, an AI assistant raised issues resolved per hour by 14 percent on average and by 34 percent for novice and low skilled workers. The novice gained more, so the gap between the bottom and the middle shrank.
Erik Brynjolfsson, Danielle Li, and Lindsey R. Raymond, 2025, Quarterly Journal of Economics. Source
47 papers in 24 domains. Each in one line, with its source as a seal.
Unconditional cash transfers raised average monthly household consumption from 158 to 193 PPP dollars nine months after the transfers began. Johannes Haushofer and Jeremy Shapiro, 2016, Quarterly Journal of Economics. Source
School based deworming in Kenya cut school absenteeism by one quarter, and the health gains spilled over to untreated children in nearby schools. Edward Miguel and Michael Kremer, 2004, Econometrica. Source
When the Safelite Glass Corporation moved workers to piece rates, output per worker rose by 44 percent. Edward P. Lazear, 2000, American Economic Review. Source
After two years, students in schools where teachers earned bonuses averaging 3 percent of pay scored 0.27 standard deviations higher in math and 0.17 higher in language than students in control schools. Karthik Muralidharan and Venkatesh Sundararaman, 2011, Journal of Political Economy. Source
One year after communities began monitoring local health clinics with citizen report cards, deaths among children under five were 33 percent lower in treatment communities. Martina Björkman and Jakob Svensson, 2009, Quarterly Journal of Economics. Source
Raising the chance of a government audit on village road projects from 4 percent to 100 percent cut missing expenditures by about 8 percentage points. Benjamin A. Olken, 2007, Journal of Political Economy. Source
The gap in life expectancy between the richest 1 percent and the poorest 1 percent was 14.6 years for men and 10.1 years for women. Raj Chetty and co-authors, 2016, JAMA. Source
In 661,137 adults, even activity below the recommended weekly minimum came with a 20 percent lower risk of death, and 1 to 2 times the minimum came with a 31 percent lower risk. Hannah Arem and co-authors, 2015, JAMA Internal Medicine. Source
In about 250,000 sampled moments from 2,250 adults, minds were wandering 46.9 percent of the time, and people were less happy while wandering than while present, whatever they were doing. Matthew A. Killingsworth and Daniel T. Gilbert, 2010, Science. Source
In more than 450,000 survey responses, emotional well-being rose with income up to about 75,000 dollars a year and then stopped rising, even though life evaluation kept rising with income. Daniel Kahneman and Angus Deaton, 2010, Proceedings of the National Academy of Sciences. Source
Each standard deviation rise in reported purpose in life came with a 15 percent lower risk of death over the 14 years that followed, at every adult age. Patrick L. Hill and Nicholas A. Turiano, 2014, Psychological Science. Source
Only 17.2 percent of United States adults aged 25 to 74 met the criteria for flourishing, while 12.1 percent were languishing, and languishing adults faced nearly six times the risk of a major depressive episode that flourishing adults faced. Corey L. M. Keyes, 2002, Journal of Health and Social Behavior. Source
Across 225 studies, average examination scores rose by about 6 percent under active learning, and students in traditional lecture classes were 1.5 times more likely to fail. Scott Freeman and co-authors, 2014, Proceedings of the National Academy of Sciences. Source
One week after learning a passage, students who studied it once and took three recall tests remembered 61 percent of it, while students who studied it four times remembered 40 percent. Henry L. Roediger III and Jeffrey D. Karpicke, 2006, Psychological Science. Source
Readers rated the author of a text rewritten with shorter, simpler words as more intelligent (4.80 versus 4.26 on a 7 point scale) than the author of the same text written with needlessly long words. Daniel M. Oppenheimer, 2006, Applied Cognitive Psychology. Source
Patients reading at or below the sixth grade level were 3.4 times less likely to interpret prescription warning labels correctly, and short single step instructions were understood better by readers at every level. Terry C. Davis and co-authors, 2006, Journal of General Internal Medicine. Source
In a preregistered experiment with 453 professionals, access to ChatGPT cut average time on writing tasks by 40 percent and raised output quality by 18 percent, and the gap between stronger and weaker workers shrank. Shakked Noy and Whitney Zhang, 2023, Science. Source
Among 5,179 customer support agents, an AI assistant raised issues resolved per hour by 14 percent on average and by 34 percent for novice and low skilled workers, with minimal change for the most experienced. Erik Brynjolfsson, Danielle Li, and Lindsey R. Raymond, 2025, Quarterly Journal of Economics. Source
Across 148 studies covering 308,849 people, those with stronger social relationships had a 50 percent greater likelihood of survival, an effect the authors rank alongside quitting smoking. Julianne Holt-Lunstad, Timothy B. Smith, and J. Bradley Layton, 2010, PLOS Medicine. Source
In a controlled virus exposure experiment with 276 volunteers, people with only 1 to 3 types of social ties had an adjusted relative risk of 4.2 for catching a cold compared with people with 6 or more types of ties. Sheldon Cohen and co-authors, 1997, JAMA. Source
Among 240 players in a public goods game, 84.3 percent paid their own money to punish free riders at least once, and cooperation rose steadily when punishment was allowed. Ernst Fehr and Simon Gächter, 2002, Nature. Source
Across 49 self governing forest user groups in Ethiopia, a group where 60 percent of members were conditional cooperators spent about 14 more hours a month patrolling than a group with none, and such groups kept more potential crop trees per hectare. Devesh Rustagi, Stefanie Engel, and Michael Kosfeld, 2010, Science. Source
Global crop demand is forecast to rise by 100 to 110 percent between 2005 and 2050. David Tilman, Christian Balzer, Jason Hill, Belinda L. Befort, 2011, Proceedings of the National Academy of Sciences. Source
Growing crops only for direct human consumption could raise available food calories by up to 70 percent and feed an additional 4 billion people. Emily S. Cassidy, Paul C. West, James S. Gerber, Jonathan A. Foley, 2013, Environmental Research Letters. Source
Across 46 studies, water, sanitation, and hygiene interventions cut diarrhoea risk, with relative risk estimates between 0.63 and 0.75. Lorna Fewtrell, Rachel B. Kaufmann, David Kay, Wayne Enanoria, Laurence Haller, John M. Colford Jr., 2005, The Lancet Infectious Diseases. Source
In developing regions, each 1 US dollar invested in water and sanitation returned between 5 and 46 US dollars, depending on the intervention. Guy Hutton, Laurence Haller, Jamie Bartram, 2007, Journal of Water and Health. Source
Over two years, Housing First participants were in stable housing 71 percent of the time, compared with 29 percent for people receiving treatment as usual. Tim Aubry, Paula Goering, Scott Veldhuizen, Carol E. Adair, Jimmy Bourque, Jino Distasio, and coauthors, 2016, Psychiatric Services. Source
People in insulated homes in low income New Zealand communities had half the odds of reporting fair or poor health, an adjusted odds ratio of 0.50. Philippa Howden-Chapman, Anna Matheson, Julian Crane, Helen Viggers, Malcolm Cunningham, and coauthors, 2007, BMJ. Source
In rural South Africa, household electrification raised female employment by 9 to 9.5 percentage points within five years. Taryn Dinkelman, 2011, American Economic Review. Source
In rural India, solar microgrids raised household electrification by 29 to 36 percentage points within a year but added only 0.99 to 1.42 hours of power a day and gave no clear gain in work or study. Michaël Aklin, Patrick Bayer, S. P. Harish, Johannes Urpelainen, 2017, Science Advances. Source
Two years of weekly home visits for growth stunted toddlers in Jamaica raised their earnings by 25 percent when they were checked 20 years later. Paul Gertler, James Heckman, Rodrigo Pinto, Arianna Zanolini, Christel Vermeersch, Susan Walker, Susan M. Chang, Sally Grantham-McGregor, 2014, Science. Source
By age 28, children from low income Chicago families in the Child-Parent Center program had health insurance coverage of 75.9 percent, compared with 63.9 percent in the comparison group. Arthur J. Reynolds, Judy A. Temple, Suh-Ruu Ou, Irma A. Arteaga, Barry A. B. White, 2011, Science. Source
Across the studies reviewed, loneliness raised the likelihood of death by 26 percent, social isolation by 29 percent, and living alone by 32 percent. Julianne Holt-Lunstad, Timothy B. Smith, Mark Baker, Tyler Harris, David Stephenson, 2015, Perspectives on Psychological Science. Source
Twelve changeable risk factors account for around 40 percent of dementia cases worldwide, so those cases could in theory be prevented or delayed. Gill Livingston, Jonathan Huntley, Andrew Sommerlad, David Ames, Clive Ballard, and coauthors, 2020, The Lancet. Source
More than 1 billion people lived with a disability, and in OECD countries only 44 percent of people with disabilities were employed, against 75 percent of people without disabilities. World Health Organization and World Bank, 2011, World Health Organization and World Bank report. Source
Pooling 98 studies, the authors found that 31.7 percent of children with disabilities had experienced violence. Zuyi Fang, Ilan Cerna-Turoff, Cheng Zhang, Mengyao Lu, Jamie M. Lachman, Jane Barlow, 2022, The Lancet Child & Adolescent Health. Source
After mobile phones spread among Kerala fishers, their profits rose by 8 percent and the prices paid by consumers fell by 4 percent. Robert Jensen, 2007, The Quarterly Journal of Economics. Source
Access to mobile money in Kenya lifted 194,000 households, 2 percent of all households, out of poverty. Tavneet Suri, William Jack, 2016, Science. Source
Being held for just 3 days before trial raised the probability of a guilty finding by 14 percentage points. Will Dobbie, Jacob Goldin, Crystal S. Yang, 2018, American Economic Review. Source
White test applicants without a criminal record received callbacks for 34 percent of jobs, compared with 17 percent for white applicants with a record. Devah Pager, 2003, American Journal of Sociology. Source
Climate trends from 1980 to 2008 cut global maize production by 3.8 percent and wheat production by 5.5 percent compared with a world without those trends. David B. Lobell, Wolfram Schlenker, Justin Costa-Roberts, 2011, Science. Source
Across 384 locations, 7.71 percent of deaths were linked to temperatures outside the safest range, with cold linked to 7.29 percent and heat to 0.42 percent. Antonio Gasparrini, Yuming Guo, Masahiro Hashizume, and coauthors, 2015, The Lancet. Source
In trials with 10,495 people in six countries, 8 of 10 outcome measures still showed significant gains one year after the program ended. Abhijit Banerjee, Esther Duflo, Nathanael Goldberg, Dean Karlan, Robert Osei, William Parienté, Jeremy Shapiro, Bram Thuysbaert, Christopher Udry, 2015, Science. Source
The average price equivalent of migration barriers to the United States for low skill men was more than 13,700 dollars per worker per year. Michael A. Clemens, Claudio E. Montenegro, Lant Pritchett, 2019, The Review of Economics and Statistics. Source
One extra year of waiting for an asylum decision cut the later employment rate by 4 to 5 percentage points, a drop of 16 to 23 percent from the average rate. Jens Hainmueller, Dominik Hangartner, Duncan Lawrence, 2016, Science Advances. Source
That is everything. The page ends here.