To What Extent is Emotional Framing Associated with Campaign Reach in Crowdfunding, and Does This Association Differ Between For-Profit and Charitable Campaigns?
Faculty Mentor Information
Dr. Alessandro Meregaglia, Boise State University
Presentation Date
7-15-2026
Abstract
Crowdfunding campaigns rely heavily on how they tell their story. This study asks whether the emotional tone of a campaign description shapes how many backers it attracts, and whether that relationship looks different for for-profit campaigns compared to charitable ones. This paper analyzed 15,901 campaigns drawn from Kickstarter and Kiva, classifying each description as either emotional or informational and measuring reach by backer count.
The results are consistent across both campaign types. For-profit campaigns using emotional language had roughly 11.6% fewer backers than their informational counterparts. Emotional charitable campaigns also underperformed, attracting about 13.6% fewer backers relative to the informational for-profit baseline. The gap between these two estimates was small and fell short of statistical significance, which means this paper found little evidence that campaign type meaningfully changes the relationship between emotional framing and reach. Some caution is warranted before drawing firm conclusions. The data is observational, so we cannot rule out confounding variables. More importantly, the charitable portion of the sample used contained no informational campaigns at all, which makes direct within-group comparison impossible for that segment. Despite these limitations, a clear pattern emerges: informational framing is consistently associated with broader reach. Campaigns that lead with facts and clarity appear better positioned to attract support than those that lead with feeling.
To What Extent is Emotional Framing Associated with Campaign Reach in Crowdfunding, and Does This Association Differ Between For-Profit and Charitable Campaigns?
Crowdfunding campaigns rely heavily on how they tell their story. This study asks whether the emotional tone of a campaign description shapes how many backers it attracts, and whether that relationship looks different for for-profit campaigns compared to charitable ones. This paper analyzed 15,901 campaigns drawn from Kickstarter and Kiva, classifying each description as either emotional or informational and measuring reach by backer count.
The results are consistent across both campaign types. For-profit campaigns using emotional language had roughly 11.6% fewer backers than their informational counterparts. Emotional charitable campaigns also underperformed, attracting about 13.6% fewer backers relative to the informational for-profit baseline. The gap between these two estimates was small and fell short of statistical significance, which means this paper found little evidence that campaign type meaningfully changes the relationship between emotional framing and reach. Some caution is warranted before drawing firm conclusions. The data is observational, so we cannot rule out confounding variables. More importantly, the charitable portion of the sample used contained no informational campaigns at all, which makes direct within-group comparison impossible for that segment. Despite these limitations, a clear pattern emerges: informational framing is consistently associated with broader reach. Campaigns that lead with facts and clarity appear better positioned to attract support than those that lead with feeling.