Linear and nonlinear impacts of product, streamer and consumer factors on live streaming e-commerce sales: a heuristic-systematic perspective
Purpose Live streaming has emerged as a pivotal channel to boost sales, but few studies have simultaneously studied the effects of product, streamer and consumer factors on live streaming e-commerce (LSEC) sales. Our study draws on a heuristic-systematic model and examines the linear and nonlinear impacts of products’ live demonstration, streamers’ social capital and consumers’ engagement on product sales in LSEC. Design/methodology/approach We applied an econometric method to analyze a dataset comprising 29,872 records of product sales from the Taobao LSEC platform. Findings The findings show that products’ live demonstration exhibited an inverted U-shape effect on sales volume, while both streamers’ social capital and consumers’ engagement displayed positive linear influences. The heterogeneity analysis further revealed that the inverted U-shape effect of products’ live demonstration on sales volume worked only for experience-based and less-popular-branded products. Originality/value Our findings offer comprehensive insights for organizations and individual sellers regarding how to grow business in LSEC.
Authors
- Ruihao Li (ORCID: https://orcid.org/0000-0002-8040-7905)
- Xinlin Yao (ORCID: https://orcid.org/0000-0002-9519-3807)
- Qian Wang (ORCID: https://orcid.org/0000-0003-4280-9134)
- X Q Li
Institutions
- Nankai University (CN)
- University of Science and Technology Beijing (CN)
- Xinjiang University of Finance and Economics (CN)
Publication Details
- Journal
- Industrial Management & Data Systems
- Published
- 2026-04-22
- DOI
- https://doi.org/10.1108/imds-03-2025-0294
- Primary Topic
- Technology Adoption and User Behaviour
- Type
- article
- Field-Weighted Citation Impact
- 0.00