Public attitudes towards social media field experiments.

Area of Science:

• Computational Social Science
• Psychological Research
• Digital Data Collection

Background:

• Social media field experiments are increasing.
• Current research ethics may not adequately address these novel digital data collection methods.
• There is a need to balance participant protection with research opportunities.

Purpose of the Study:

• To explore key user concerns regarding social media field experiments.
• To outline critical discussions for updating research ethics.
• To propose eliciting public perceptions for improved guidelines.

Main Methods:

• Exploratory empirical account of user concerns.
• Focus on real-world examples from misinformation, polarization, and hate speech research.
• Discussion of balancing ethical guidelines with user concerns and scientific impact.

Main Results:

• Identified key user concerns in social media experiments.
• Highlighted the need for updated ethical guidelines informed by public perception.
• Emphasized researcher autonomy in ethical study design.

Conclusions:

• Updated ethical guidelines are crucial for computational social science and psychological research.
• Incorporating public perception will enhance ethical standards in digital data collection.
• A balance is needed between ethical considerations, user concerns, and scientific advancement.