TY - JOUR
T1 - The persuasive impact of text and audio features on technology crowdfunding campaigns: An empirical study on Kickstarter
AU - Dousios, Dimitrios
AU - Korfiatis, Nikolaos
AU - Spanaki, Konstantina
PY - 2025/3/10
Y1 - 2025/3/10
N2 - 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.
AB - 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.
KW - Audio Features
KW - Feature Engineering
KW - Kickstarter
KW - Persuasion
KW - Technology Crowdfunding
KW - Text Features
UR - http://www.scopus.com/inward/record.url?scp=105000259342&partnerID=8YFLogxK
U2 - 10.1109/TEM.2025.3549597
DO - 10.1109/TEM.2025.3549597
M3 - Article
SN - 0018-9391
JO - IEEE Transactions on Engineering Management
JF - IEEE Transactions on Engineering Management
ER -