“…Individuals may start to collect data for themselves but agree to share it for research afterwards. For instance, Achievement [2] is a commercial mobile app for personal health Acceptance and Trust People trust some institutions more than others [34,39,118,132] Trust can be hindered by previous experiences [3,5,34] Acceptance decreases if data collection is hard [32,71] Acceptance decreases if the purpose is not useful [75,78,137,152] Willingness to share People worry about data misuse [78,95,96] People want to preserve their reputation [65,77,111,119,121] Some types of data are more sensitive [14,47,61,86,123,146] Some people are more concerned than others [8,63,86] Consent and Ethics Consent forms are lengthy and complex [84,110] People cannot understand the risks [31,94,115,131] Lack of flexible sharing options and control [5,27,57,64,73,91,106] Lack of transparenc...…”