{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T14:29:22Z","timestamp":1761920962243,"version":"3.41.0"},"reference-count":6,"publisher":"Association for Computing Machinery (ACM)","issue":"2","license":[{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["SIGecom Exch."],"published-print":{"date-parts":[[2021,11]]},"abstract":"<jats:p>We provide an overview of our recent work that studies the market for fake product reviews on Amazon.com where reviews are purchased in large private internet groups on Facebook and other sites. We find that a wide array of products purchase fake reviews, including products with many reviews and high average ratings. Buying fake reviews on Facebook is associated with a significant but short-term increase in average rating and number of reviews. We exploit a sharp but temporary policy shift by Amazon to show that rating manipulation has a large causal effect on sales. Finally, we examine whether rating manipulation harms consumers or whether it is mostly used by high-quality or young products in a manner akin to advertising. We find that after firms stop buying fake reviews, their average ratings fall and the share of one-star reviews increases significantly, particularly for young products, indicating rating manipulation is mostly used by low-quality products and is deceiving and harming consumers.<\/jats:p>","DOI":"10.1145\/3505156.3505164","type":"journal-article","created":{"date-parts":[[2021,12,6]],"date-time":"2021-12-06T17:05:25Z","timestamp":1638810325000},"page":"68-74","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Exploiting social media for fake reviews"],"prefix":"10.1145","volume":"19","author":[{"given":"Sherry","family":"He","sequence":"first","affiliation":[{"name":"UCLA Anderson School of Management"}]},{"given":"Brett","family":"Hollenbeck","sequence":"additional","affiliation":[{"name":"UCLA Anderson School of Management"}]},{"given":"Davide","family":"Proserpio","sequence":"additional","affiliation":[{"name":"USC Marshall School of Business"}]}],"member":"320","published-online":{"date-parts":[[2021,12,6]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1060.0567"},{"key":"e_1_2_1_2_1","doi-asserted-by":"crossref","unstructured":"He S. and Hollenbeck B. 2020. Sales and rank on amazon.com. Technical Note.  He S. and Hollenbeck B. 2020. Sales and rank on amazon.com. Technical Note.","DOI":"10.2139\/ssrn.3728281"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3465456.3467589"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2016.0674"},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2015.2304"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1257\/aer.104.8.2421"}],"container-title":["ACM SIGecom Exchanges"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3505156.3505164","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3505156.3505164","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T17:45:06Z","timestamp":1750268706000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3505156.3505164"}},"subtitle":["evidence from Amazon and Facebook"],"short-title":[],"issued":{"date-parts":[[2021,11]]},"references-count":6,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2021,11]]}},"alternative-id":["10.1145\/3505156.3505164"],"URL":"https:\/\/doi.org\/10.1145\/3505156.3505164","relation":{},"ISSN":["1551-9031"],"issn-type":[{"type":"electronic","value":"1551-9031"}],"subject":[],"published":{"date-parts":[[2021,11]]},"assertion":[{"value":"2021-12-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}