Attitudes towards Participation in a Passive Data Collection Experiment.

Area of Science:

• Social Sciences
• Behavioral Data Collection
• Digital Research Methods

Background:

• Smart devices enable large-scale behavioral data collection.
• Willingness to share data is a critical barrier in social science research.
• Understanding participant willingness is essential for successful digital studies.

Purpose of the Study:

• Explore willingness to participate in smartphone-based research.
• Investigate factors influencing data sharing for active and passive data collection.
• Inform the design of a smartphone research tool for hybrid data collection.

Main Methods:

• Factorial design-based online survey in Hungary.
• Used vignettes to test hypothetical study settings.
• Included demographic, behavioral, and attitudinal variables.

Main Results:

• Data collection context and content significantly impact willingness to participate.
• Age was the only significant demographic factor affecting participation.
• General trust levels did not significantly influence willingness to share data.

Conclusions:

• Study design elements, not just demographics, are crucial for participant recruitment.
• Findings guide the development of user-centric digital research tools.
• Minimizing data sharing concerns can maximize user participation and motivation.