Determinants of generative artificial intelligence use in startups

This study investigates the adoption of generative artificial intelligence in accelerator-based startups to determine which types of startups most use the technology. Internal and external factors likely to influence high usage are examined, including creativity, proactivity, industry dynamism, and absorptive capacity. Quantitative survey data were collected from 31 Valencia-based startups participating in a leading Spanish accelerator. Fuzzy-set qualitative comparative analysis was used to determine the influence of key attributes on generative artificial intelligence usage levels. The findings reveal four pathways influencing high usage. This work contributes to the emerging literature on startups’ usage of generative artificial intelligence, offering insights into the roles of internal abilities and external conditions.

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Publication Details

Journal
Journal of Innovation & Knowledge
Published
2025-11-22
DOI
https://doi.org/10.1016/j.jik.2025.100885
Citations
1
Primary Topic
Private Equity and Venture Capital
Type
article
Field-Weighted Citation Impact
3.91
Controls
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article

Determinants of generative artificial intelligence use in startups

1 citations
Journal of Innovation & Knowledge
Private Equity and Venture Capital
3.91
article

Determinants of generative artificial intelligence use in startups

article en
1 citations

Abstract

This study investigates the adoption of generative artificial intelligence in accelerator-based startups to determine which types of startups most use the technology. Internal and external factors likely to influence high usage are examined, including creativity, proactivity, industry dynamism, and absorptive capacity. Quantitative survey data were collected from 31 Valencia-based startups participating in a leading Spanish accelerator. Fuzzy-set qualitative comparative analysis was used to determine the influence of key attributes on generative artificial intelligence usage levels. The findings reveal four pathways influencing high usage. This work contributes to the emerging literature on startups’ usage of generative artificial intelligence, offering insights into the roles of internal abilities and external conditions.

Journal of Innovation & KnowledgeVol. 12
Florida Gulf Coast University (US), Entrepreneurship Development Institute of India (IN), University of Inland Norway (NO), University of Louisiana at Lafayette (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 5%
Private Equity and Venture Capital
3.91
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