Do You Have Two Minutes to Talk about Your Data? Willingness to Participate and Nonparticipation Bias in Facebook Data Donation
Dados Bibliográficos
| ID | 2407720 |
|---|---|
| Autores | Florian Keusch (0000-0003-1002-4092, University of Mannheim, autor correspondente), Paulina Pankowska (0000-0001-6226-6814, Utrecht University), Alexandru Cernat (0000-0001-6007-7825, University of Manchester, Manchester, UK), Alex Cernat (0000-0003-2176-1215, University of Manchester), Robert L Bach (0000-0001-5690-2829, University of Mannheim), Ruben L Bach (Mannheim Centre for European Social Research, University of Mannheim, Mannheim, Germany) |
| Ano | 2024 |
| Volume | 36 |
| Fascículo | 4 |
| Páginas | 279-293 |
| Data de publicação | 2024-11-01 |
| Peer Reviewed | Sim |
| Open Access | Sim |
| Tipo | ARTICLE |
| Periódico | CAM (JOURNAL) |
| Identificadores do periódico | ISSN: 1087-8513 • E-ISSN: 1552-3969 |
| Editora | SAGE Publications Inc (PUBLISHER) |
| DOI | 10.1177/1525822x231225907 |
| OpenAlex | W4390752037 |
| Idioma | EN |
| Citações recebidas | 12 |
| Referências citadas | 36 |
Data donation is a novel approach to collecting digital trace data, where users are asked to download their retrospective data from a platform and share them with the researchers. Little is known about the willingness to donate data and the potential bias that may arise from nonparticipation. We conducted a study among over 900 German Facebook users asking them to donate two data packages. While around 80% of participants were willing to donate their data, only around one-third of them successfully did so. Trust in researchers positively correlates with willingness and donation success, and trust in Facebook is negatively associated with donation success. The framing of the data donation request did not affect the outcomes. We find no difference in frequency of Facebook use between donors and non-donors
Advertising · Business · Donation · Download · Framing (construction · German · Internet privacy · Political science · World Wide Web · Computer Science · Digital Marketing and Social Media · Engineering · Privacy, Security, and Data Protection · Psychology · Social Psychology · Survey Methodology and Nonresponse
Best practices for studies using digital data donation
Determinants of willingness to donate data from social media platforms
Meaningful informed consent? How participants experience and understand data donation
Data Donation
Social Class and Digital Divide
Using hidden Markov models to assess and correct for measurement error in digital trace data
The platform matters
Can tailored recruitment messaging increase digital trace data donation compliance
Improving Participation in Data Donation Studies
Who Consents to Sharing Their Tweets With Researchers? A Comparative Analysis of Selection Bias in Linked Survey and Social Media Data
How Much Data Should I Request? Balancing Richness and Compliance in Digital Trace Data Donations
Data mirroring
Ggplot2
Prospect Theory
Assessing the validity of self-report social media use
User-centric approaches for collecting Facebook data in the ‘post-API age’
Overcoming terms of service
Comparing actual and self-reported measures of Facebook use
After the ‘APIcalypse’
A systematic review and meta-analysis of discrepancies between logged and self-reported digital media use
Automated Tracking Approaches for Studying Online Media Use
Choices, values, and frames
Mobile data donations
Digital Trace Data Collection for Social Media Effects Research
Leveraging Data Donations for Communication Research
Promises and Pitfalls of Social Media Data Donations
The practical and ethical challenges in acquiring and sharing digital trace data
To track or not to track
The Framing of the Record Linkage Consent Question
Do (Not!) Track Me
Self-Reported Versus Digitally Recorded
Integrating Survey Data and Digital Trace Data
Which is your favorite music genre? A validity comparison of Facebook data and survey data
The Impact of Nonresponse Rates on Nonresponse Bias
The Framing of the Survey Request and Panel Attrition
Presidential Address
Willingness to Participate in Passive Mobile Data Collection
| Obras citantes distintas | 12 |
|---|---|
| Citações por ano | 12 |
| Intervalo de citações | 2025 - 2026 (2) |
| Velocidade de citação | current |
| Altamente citado | Não |
| Tipos de citação | Neutras: 12 |