Evaluation of Consent to Link Twitter Data to Survey Data
研究调查了影响用户同意将调查数据与公开推特数据关联的因素，包括个人隐私顾虑、社交媒体参与度和同意请求在问卷中的位置，对设计数据关联研究有参考价值。
Abstract This study presents an initial framework describing factors that could affect respondents’ decisions to link their survey data with their public Twitter data. It also investigates two types of factors, those related to the individual and to the design of the consent request. Individual-level factors include respondents’ attitudes towards helpful behaviours, privacy concerns and social media engagement patterns. The design factor focuses on the position of the consent request within the interview. These investigations were conducted using data that was collected from a web survey on a sample of Twitter users selected from an adult online probability panel in the United States. The sample was randomly divided into two groups, those who received the consent to link request at the beginning of the survey, and others who received the request towards the end of the survey. Privacy concerns, measures of social media engagement and consent request placement were all found to be related to consent to link. The findings have important implications for designing future studies that aim at linking social media data with survey data.