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ToolsDousios, Dimitrios, Korfiatis, Nikolaos and Spanaki, Konstantina (2025) The persuasive impact of text and audio features on technology crowdfunding campaigns: An empirical study on Kickstarter. IEEE Transactions on Engineering Management. ISSN 0018-9391
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Abstract
In technology-focused crowdfunding, campaign outcomes are connected to the strength and delivery of a persuasive message. Owing to the technical complexity of these projects, persuasive elements can be found in features scattered across the project’s textual description and video pitch. To date, existing research has systematically examined the influence of textual attributes, but the impact of auricular attributes and their joint persuasive effect is not yet clearly understood. To investigate these gaps, our study uses text and audio features extracted from a dataset of 3,589 reward-based technology crowdfunding campaigns on Kickstarter. The results indicate that both text (brevity, readability and sentiment) and audio (tone neutrality, audio contour, frequency and harmonics) features of a campaign’s message, positively influence crowdfunding outcomes. This influence is more pronounced when they are considered in conjunction. These results provide new theoretical insights for assessing persuasive message properties in a technology crowdfunding context. For entrepreneurs, the strength and delivery of the story put forward in technology crowdfunding are more noticeable when the joint effects of text and audio are considered.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | audio features,feature engineering,kickstarter,persuasion,technology crowdfunding,text features,electrical and electronic engineering,strategy and management ,/dk/atira/pure/subjectarea/asjc/2200/2208 |
| Faculty \ School: | Faculty of Social Sciences > Norwich Business School |
| UEA Research Groups: | Faculty of Social Sciences > Research Groups > Strategy and Entrepreneurship |
| Related URLs: | |
| Depositing User: | LivePure Connector |
| Date Deposited: | 13 Mar 2025 17:30 |
| Last Modified: | 07 Apr 2025 09:30 |
| URI: | https://ueaeprints.uea.ac.uk/id/eprint/98753 |
| DOI: | 10.1109/TEM.2025.3549597 |
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