Recommendations
Based on our experiences, we have made 6 recommendations for other researchers for limiting bots and manual participant deception:Use CAPTCHAS.Use attention checks.Rigorous data management plan.Be cautious with mentioning financial compensation in web-based advertising.Consider the risk of introducing bias.Plan for the additional resources required.