{"title":"不知情的参与者,我们的损失:A/B 测试和数字开发","authors":"Tengjian Zou, G. Ertug","doi":"10.1177/00076503231212842","DOIUrl":null,"url":null,"abstract":"Firms use A/B testing, a methodology to compare two or more versions of ideas to see which one performs better, to decide on features of their digital products and services. Although A/B testing brings benefits, some A/B testing can lead to digital exploitation (i.e., appropriating resources from users to increase firms’ performance). We explicate why A/B testing can lead to digital exploitation, suggest mitigation options by establishing Institutional Review Boards, explicitly seeking users’ consent, and implementing incentive schemes, and conclude with research directions on this topic.","PeriodicalId":409752,"journal":{"name":"Business & Society","volume":"15 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unwitting Participants at Our Expense: A/B Testing and Digital Exploitation\",\"authors\":\"Tengjian Zou, G. Ertug\",\"doi\":\"10.1177/00076503231212842\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Firms use A/B testing, a methodology to compare two or more versions of ideas to see which one performs better, to decide on features of their digital products and services. Although A/B testing brings benefits, some A/B testing can lead to digital exploitation (i.e., appropriating resources from users to increase firms’ performance). We explicate why A/B testing can lead to digital exploitation, suggest mitigation options by establishing Institutional Review Boards, explicitly seeking users’ consent, and implementing incentive schemes, and conclude with research directions on this topic.\",\"PeriodicalId\":409752,\"journal\":{\"name\":\"Business & Society\",\"volume\":\"15 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-11-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Business & Society\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/00076503231212842\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Business & Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/00076503231212842","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Unwitting Participants at Our Expense: A/B Testing and Digital Exploitation
Firms use A/B testing, a methodology to compare two or more versions of ideas to see which one performs better, to decide on features of their digital products and services. Although A/B testing brings benefits, some A/B testing can lead to digital exploitation (i.e., appropriating resources from users to increase firms’ performance). We explicate why A/B testing can lead to digital exploitation, suggest mitigation options by establishing Institutional Review Boards, explicitly seeking users’ consent, and implementing incentive schemes, and conclude with research directions on this topic.