Matches in SemOpenAlex for { <https://semopenalex.org/work/W4324375419> ?p ?o ?g. }
- W4324375419 abstract "Social media data donation through data download packages (DDPs) is a promising new way of collecting individual-level digital trace data with informed consent. Nevertheless, given the novelty of this approach, little is known about whether and how people would share their data with researchers, although this could seriously affect selection bias and thus, the outer validity of the results. To study the determinants of data-sharing and help future data donation studies with detecting the conditions, under which the willingness is the highest, we pre-registered two vignette experiments and embedded them in two online surveys conducted in Hungary and the U.S. In hypothetical requests for donating social media data via DDPs, we manipulated the amount of the monetary incentives (1), the presence or lack of non-monetary incentives (2), the number of requested platforms (3), the estimated upload/download time (4), and the type of requested data (5). The results revealed that data-sharing attitude is strongly subject to the parameters of the actual study, how the request is framed, and some respondent characteristics. Monetary incentives increased willingness to participate in both countries, while other effects were not consistent between the two countries." @default.
- W4324375419 created "2023-03-16" @default.
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- W4324375419 date "2023-03-14" @default.
- W4324375419 modified "2023-10-17" @default.
- W4324375419 title "Determinants of willingness to donate data from social media platforms" @default.
- W4324375419 doi "https://doi.org/10.31219/osf.io/ncwkt" @default.
- W4324375419 hasPublicationYear "2023" @default.
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