{"title":"金凤花问题:在付费问答平台上,最佳长度和答案匹配如何提高读者的付费","authors":"Huigang Liang, Xinzhe Niu","doi":"10.1016/j.im.2025.104138","DOIUrl":null,"url":null,"abstract":"<div><div>Paid Question & Answer platforms make profits by charging readers a small fee for each answer they read. Because readers decide whether to pay for reading the answer only after reading the question, it is imperative to understand how question traits affect readers’ paying behavior. Drawing upon signaling theory and the Elaboration Likelihood Model, we examine how question length and the answerer-question match affect the number of paying readers. Based on 17,351 observations from Weibo, a large Chinese Q&A platform, we find that the inverted U-shaped impact of the question length on the sales of questions is moderated by the answerer-question match. By showing this conditional curvilinear relationship, this paper illustrates theoretical nuances behind the effects of question length and answerer-question match and offers practical implications regarding how to foster users’ willingness to pay for answers and make Q&A platforms sustainable.</div></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"62 5","pages":"Article 104138"},"PeriodicalIF":8.2000,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Goldilocks question: How optimal length and answerer match boost reader payments on paid Q&A platforms\",\"authors\":\"Huigang Liang, Xinzhe Niu\",\"doi\":\"10.1016/j.im.2025.104138\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Paid Question & Answer platforms make profits by charging readers a small fee for each answer they read. Because readers decide whether to pay for reading the answer only after reading the question, it is imperative to understand how question traits affect readers’ paying behavior. Drawing upon signaling theory and the Elaboration Likelihood Model, we examine how question length and the answerer-question match affect the number of paying readers. Based on 17,351 observations from Weibo, a large Chinese Q&A platform, we find that the inverted U-shaped impact of the question length on the sales of questions is moderated by the answerer-question match. By showing this conditional curvilinear relationship, this paper illustrates theoretical nuances behind the effects of question length and answerer-question match and offers practical implications regarding how to foster users’ willingness to pay for answers and make Q&A platforms sustainable.</div></div>\",\"PeriodicalId\":56291,\"journal\":{\"name\":\"Information & Management\",\"volume\":\"62 5\",\"pages\":\"Article 104138\"},\"PeriodicalIF\":8.2000,\"publicationDate\":\"2025-03-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Information & Management\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0378720625000412\",\"RegionNum\":2,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Information & Management","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0378720625000412","RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
The Goldilocks question: How optimal length and answerer match boost reader payments on paid Q&A platforms
Paid Question & Answer platforms make profits by charging readers a small fee for each answer they read. Because readers decide whether to pay for reading the answer only after reading the question, it is imperative to understand how question traits affect readers’ paying behavior. Drawing upon signaling theory and the Elaboration Likelihood Model, we examine how question length and the answerer-question match affect the number of paying readers. Based on 17,351 observations from Weibo, a large Chinese Q&A platform, we find that the inverted U-shaped impact of the question length on the sales of questions is moderated by the answerer-question match. By showing this conditional curvilinear relationship, this paper illustrates theoretical nuances behind the effects of question length and answerer-question match and offers practical implications regarding how to foster users’ willingness to pay for answers and make Q&A platforms sustainable.
期刊介绍:
Information & Management is a publication that caters to researchers in the field of information systems as well as managers, professionals, administrators, and senior executives involved in designing, implementing, and managing Information Systems Applications.