From 890,145 social media impressions, the study received 6,364 ad clicks. Of those, 72.5% reached the website, and 54.8% began the prescreening survey.
Among eligible individuals who provided contact information, 65.7% responded to outreach efforts.
Traditional recruitment was estimated at $32.22 per person, while online recruitment came in slightly lower at $31.37 per person.
Instagram was the most cost-efficient platform, with a cost per enrollment of $24.79, followed by Facebook ($40.22), Google ($50.32), and TikTok ($56.36).
Facebook’s tracking pixel significantly boosted efficiency, reducing the cost per lead from $107.11 without the pixel to $17.86—a reduction of 83%, making the campaign six times more cost-effective.1
“One factor influencing advertisement efficiency was the social media platform used for advertising, as each platform has its predominant age group,” explained the study authors. “A rule of thumb with social media platforms is that teenagers and young adults mainly use the newest and trendiest platforms. At the same time, older people only switch to these platforms later or do not switch at all, resulting in social media platforms “aging up.” We also saw this effect with the TikTok population being significantly younger, followed by a slightly older group on Instagram, and Facebook having the oldest users.”
Limitations and Future Research Needs
The authors acknowledged several limitations. Clinicians involved in traditional recruitment did not consistently document the total number of approached patients, making it impossible to calculate precise conversion rates. In the online setting, small sample sizes limited sub-analyses of impact factors such as video versus static content and landing page length, reducing the ability to generalize recommendations. Additionally, variations in graphic design and imagery may have introduced selection bias by appealing to participants who identified with stereotypical portrayals, potentially affecting diversity.1
According to the World Health Organization, approximately 3.8% of the global population is currently living with depression, including 5% of all adults and 5.7% of adults older than 60.2
“This approach proved particularly effective in reaching vulnerable, hard-to-access populations and enhancing patient diversity,” concluded the study authors. “The comparable costs and faster recruitment rate relative to offline methods highlight the practical advantages of online campaigns. While key insights from tested impact factors—such as the superior cost-efficiency of video advertisements, longer landing pages, and pixel tracking—offer promising strategies for optimizing recruitment efforts, these findings are preliminary and based on limited data. Further research with larger datasets is necessary to generalize these results and refine recommendations for future studies.”
References
1. Efficient Online Recruitment of Patients With Depressive Symptoms Using Social Media: Cross-Sectional Observational Study. JMIR. Accessed July 18, 2025. https://mental.jmir.org/2025/1/e65920/
2. Depressive disorder (depression). WHO. Accessed July 18, 2025. https://www.who.int/news-room/fact-sheets/detail/depression#:~:text=An%20estimated%203.8%25%20of%20the,among%20women%20than%20among%20men.