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    Heroes Within Limits: Disability Cue, Hero Narratives, and Shifting Standards in Crowdfunding
    (2026-10-19) ; ;
    Charlotta Siren
    How do crowdfunding audiences evaluate entrepreneurs with disabilities, who can elicit both devaluation and admiration? Drawing on the shifting standards model, we argue that using a hero narrative attenuates the funding penalty these entrepreneurs face by leading backers to judge them against a lenient minimum standard, but that larger funding goals limit this benefit by shifting backers to a more demanding confirmatory standard. Using LLM-based annotations of 154,099 Kickstarter campaigns (2009–2023) and 2,134 matched pairs of campaigns with and without a disability cue, we find that a disability cue is associated with a 3.9-percentage-point lower probability of success. Stronger hero narrative increases success probability of entrepreneurs with disability, more than twice the gain for entrepreneurs without one. However, favorable evaluations of entrepreneurs with disabilities pay off only when their resource claims are modest. We offer large-scale field evidence on how entrepreneurs with disabilities are evaluated and show that the standard applied to stigmatized entrepreneurs shifts with the capability they claim through their funding goal, not with social category alone.
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    Poker face and steady voice: Gender and reactions to emotional neutrality in crowdfunding
    (2026-06) ;
    Williams, Charles
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    Charlotta Siren
    While emotional neutrality (e.g., maintaining a neutral face, speaking with a calm voice) can help entrepreneurs project a sought-after image of rationality, the effectiveness of such displays is context-dependent and gendered. In the emotionally resonant world of crowdfunding, the value of neutrality is ambiguous, as it may conflict with audience expectations of expressiveness. Building on the Emotions as Social Information (EASI) model, we argue that equivalent neutral cues from men and women are evaluated differently. Using pre-trained machine-learning algorithms to extract facial and vocal features from 548 crowdfunding videos, we examine how neutrality in pitches relates to funding success. We find that a neutral facial expression (“poker face”) is penalized for women but has no discernible effect for men. In contrast, a neutral vocal tone lowers success for both sexes; however, further analysis reveals this penalty is concentrated in male-typed categories (e.g., technology, design) and largely absent in female-typed categories (e.g., fashion, craft). Our findings highlight that crowdfunding backers interpret emotional neutrality through the combined lens of gender and pitch context, which may create biases in entrepreneurial evaluation.
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