What type of study is this?

This is a Systematic Review study.

September 20, 2025Open Access

A Systematic Review on Willingness to Donate Social Media Data: Best Practices for Research

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Systematic review identifies factors influencing willingness to donate social media data, suggesting best practices for researchers.

Willingness to donate data is hindered by concerns about privacy and data sensitivity, along with participant autonomy.
Key factors affecting participation include the complexity of the donation process and individual characteristics.
Best practices include maximizing participant privacy and enhancing the transparency of the donation process.
Addressing potential selection biases is crucial for effective data donation methods and improves future research outcomes.

Yu-zhang et al. (2025) studied this question.

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