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One prime bias in judgment and decision-making is the human tendency to underestimate large quantities. Previous research on social influence in estimation tasks has generally focused on the impact of single estimates on individual and collective accuracy, showing that randomly sharing estimates does not reduce the underestimation bias. Here, we test a method of social information sharing that exploits the known relationship between the true value and the level of underestimation, and study if it can counteract the underestimation bias. We performed estimation experiments in which participants had to estimate a series of quantities twice, before and after receiving estimates from one or several group members. Our purpose was threefold: to study (i) whether restructuring the sharing of social information can reduce the underestimation bias, (ii) how the number of estimates received affects the sensitivity to social influence and estimation accuracy, and (iii) the mechanisms underlying the integration of multiple estimates. Our restructuring of social interactions successfully countered the underestimation bias. Moreover, we find that sharing more than one estimate also reduces the underestimation bias. Underlying our results are a human tendency to herd, to trust larger estimates than one\u2019s own more than smaller estimates, and to follow disparate social information less. Using a computational modeling approach, we demonstrate that these effects are indeed key to explain the experimental results. Overall, our results show that existing knowledge on biases can be used to dampen their negative effects and boost judgment accuracy, paving the way for combating other cognitive biases threatening collective systems.<\/jats:p>","DOI":"10.1371\/journal.pcbi.1009590","type":"journal-article","created":{"date-parts":[[2021,11,29]],"date-time":"2021-11-29T13:54:28Z","timestamp":1638194068000},"page":"e1009590","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":5,"title":["Crowd control: Reducing individual estimation bias by sharing biased social information"],"prefix":"10.1371","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4550-7919","authenticated-orcid":true,"given":"Bertrand","family":"Jayles","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4089-4013","authenticated-orcid":true,"given":"Cl\u00e9ment","family":"Sire","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3460-0392","authenticated-orcid":true,"given":"Ralf H. 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Collective intelligence in humans: A literature review. arXiv:1204.3401. 2012."},{"issue":"2","key":"pcbi.1009590.ref011","first-page":"45","article-title":"Decisions 2.0: the power of collective intelligence","volume":"50","author":"E Bonabeau","year":"2009","journal-title":"MIT Sloan Management Review, Cambridge"},{"issue":"6","key":"pcbi.1009590.ref012","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1177\/0963721415599543","article-title":"Collective intelligence and group performance","volume":"24","author":"AW Woolley","year":"2015","journal-title":"Current Directions in Psychological Science"},{"issue":"31","key":"pcbi.1009590.ref013","doi-asserted-by":"crossref","first-page":"8777","DOI":"10.1073\/pnas.1601827113","article-title":"Boosting medical diagnostics by pooling independent judgments","volume":"113","author":"RHJM Kurvers","year":"2016","journal-title":"Proceedings of The National Academy of Sciences of the United States of 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America"},{"issue":"47","key":"pcbi.1009590.ref020","doi-asserted-by":"crossref","first-page":"12620","DOI":"10.1073\/pnas.1703695114","article-title":"How social information can improve estimation accuracy in human groups","volume":"114","author":"B Jayles","year":"2017","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"issue":"170","key":"pcbi.1009590.ref021","doi-asserted-by":"crossref","first-page":"20200496","DOI":"10.1098\/rsif.2020.0496","article-title":"The impact of incorrect social information on collective wisdom in human groups","volume":"17","author":"B Jayles","year":"2020","journal-title":"Journal of the Royal Society Interface"},{"key":"pcbi.1009590.ref022","first-page":"20210231","article-title":"Impact of sharing full versus averaged social information on social influence and estimation accuracy","volume-title":"Journal of the Royal Society Interface","author":"B Jayles","year":"2021"},{"issue":"3","key":"pcbi.1009590.ref023","doi-asserted-by":"crossref","first-page":"265","DOI":"10.3758\/BF03199689","article-title":"Scaling of dot numerosity","volume":"22","author":"T Indow","year":"1977","journal-title":"Perception & Psychophysics"},{"issue":"2","key":"pcbi.1009590.ref024","doi-asserted-by":"crossref","first-page":"175","DOI":"10.3758\/BF03206218","article-title":"Single judgements of numerosity","volume":"31","author":"LE Krueger","year":"1982","journal-title":"Perception & Psychophysics"},{"issue":"3","key":"pcbi.1009590.ref025","doi-asserted-by":"crossref","first-page":"1221","DOI":"10.1016\/j.cognition.2007.06.004","article-title":"Calibrating the mental number line","volume":"106","author":"V Izard","year":"2008","journal-title":"Cognition"},{"issue":"1","key":"pcbi.1009590.ref026","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1027\/1618-3169\/a000064","article-title":"Under- and Over-Estimation: A Bi-Directional Mapping Process Between Symbolic and Non-Symbolic Representations of Number?","volume":"58","author":"V Crollen","year":"2011","journal-title":"Experimental Psychology"},{"key":"pcbi.1009590.ref027","volume-title":"Journal of the Royal Society Interface","author":"AB Kao","year":"2018"},{"issue":"6","key":"pcbi.1009590.ref028","first-page":"551","article-title":"Judged frequency of lethal events","volume":"4","author":"S Lichtenstein","year":"1978","journal-title":"Journal of Experimental Psychology: Human Learning and Memory"},{"issue":"4","key":"pcbi.1009590.ref029","first-page":"621","article-title":"Judgments of risk frequencies: Tests of possible cognitive mechanisms","volume":"31","author":"R Hertwig","year":"2005","journal-title":"Journal of Experimental Psychology: Learning, Memory, and Cognition"},{"key":"pcbi.1009590.ref030","article-title":"The psychophysics of number integration: Evidence from the lab and from the field","author":"B Scheibehenne","year":"2018","journal-title":"Decision. 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distinct intuitions of the number scale in western and amazonian indigene cultures","volume":"320","author":"S Dehaene","year":"2008","journal-title":"Science"},{"key":"pcbi.1009590.ref047","doi-asserted-by":"crossref","first-page":"450","DOI":"10.1038\/075450a0","article-title":"Vox populi","volume":"75","author":"F Galton","year":"1907","journal-title":"Nature"},{"key":"pcbi.1009590.ref048","volume-title":"The wisdom of crowds","author":"J Surowiecki","year":"2005"},{"key":"pcbi.1009590.ref049","first-page":"245","volume-title":"The ecological rationality of the wisdom of crowds","author":"The Center for Adaptive Rationality, Taming uncertainty","year":"2019"},{"key":"pcbi.1009590.ref050","doi-asserted-by":"crossref","first-page":"e0204462","DOI":"10.1371\/journal.pone.0204462","article-title":"Adolescents show collective intelligence which can be driven by a geometric mean rule of thumb","volume":"13","author":"CC Ioannou","year":"2018","journal-title":"PLoS ONE"},{"issue":"4","key":"pcbi.1009590.ref051","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1017\/S1930297500006094","article-title":"A universal method for evaluating the quality of aggregators","volume":"14","author":"Y Han","year":"2019","journal-title":"Judgment and Decision Making"},{"key":"pcbi.1009590.ref052","unstructured":"Lobo MS, Yao D. Human judgment is heavy tailed: Empirical evidence and implications for the aggregation of estimates and forecasts. INSEAD working paper series. 2010."},{"issue":"4157","key":"pcbi.1009590.ref053","doi-asserted-by":"crossref","first-page":"1124","DOI":"10.1126\/science.185.4157.1124","article-title":"Judgment under uncertainty: Heuristics and biases","volume":"185","author":"A Tversky","year":"1974","journal-title":"Science"},{"key":"pcbi.1009590.ref054","volume-title":"Models of Bounded Rationality","author":"HA Simon","year":"1982"},{"key":"pcbi.1009590.ref055","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1146\/annurev-psych-120709-145346","article-title":"Heuristic decision making","volume":"62","author":"G Gigerenzer","year":"2011","journal-title":"Annual Review Psychology"},{"key":"pcbi.1009590.ref056","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1002\/bdm.474","article-title":"Combining advice: The weight of a dissenting opinion in the consensus","volume":"17","author":"C Harries","year":"2004","journal-title":"Journal of Behavioral Decision 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Davis-Strober","year":"2014","journal-title":"Decision"},{"key":"pcbi.1009590.ref064","volume-title":"Nudge: Improving Decisions about Health, Wealth, and Happiness","author":"R Thaler","year":"2008"},{"issue":"3","key":"pcbi.1009590.ref065","first-page":"797","article-title":"A simple model of herd behavior","volume":"107","author":"AV Banerjee","year":"1992","journal-title":"The Quarterly Journal of Economics (Oxford University Press)"},{"issue":"12","key":"pcbi.1009590.ref066","doi-asserted-by":"crossref","first-page":"1819","DOI":"10.1142\/S0129183107011789","article-title":"Continuous opinion dynamics under bounded confidence: A survey","volume":"18","author":"J Lorenz","year":"2007","journal-title":"International Journal of Modern Physics C"},{"key":"pcbi.1009590.ref067","volume-title":"#Republic: Divided democracy in the age of social media.","author":"CR 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