Short selling and enterprise digital Transformation-A quasi-natural experiment based on financing and funding in China

This paper investigates the impact of short selling on the enterprise digital transformation in China's capital market. Our analysis of A-share listed firms (2007-2023) finds that short selling exerts a significant positive impact on enterprise digital transformation. The robustness of this association is substantiated through a difference-in-differences (DID) estimation strategy, demonstrating a statistically significant increase in the treatment effect coefficient (e.g., β=0.114 VS β=0.066, p<0.01). We further observe two moderating effects on the relationship between short selling and enterprise digital transformation: absorptive capacity (β=0.749, p<0.01) and management equity incentives (β=0.413, p<0.01). These findings withstand multiple robustness tests, including alternative model specifications, variable measurements, and sample periods. We further find that short selling introduction positively relates to higher TobinQ values (β=0.058, p<0.01), with enterprise digital transformation mediating this effect as demonstrated through structural equation modeling.

Authors

Institutions

Publication Details

Journal
International Review of Economics & Finance
Published
2025-06-27
DOI
https://doi.org/10.1016/j.iref.2025.104308
Citations
1
Primary Topic
Private Equity and Venture Capital
Type
article
Field-Weighted Citation Impact
3.91
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Short selling and enterprise digital Transformation-A quasi-natural experiment based on financing and funding in China

Yu Song, Haomin Zhang, Jing Song, Mai haiXia
1 citations
International Review of Economics & Finance
Private Equity and Venture Capital
3.91
article

Short selling and enterprise digital Transformation-A quasi-natural experiment based on financing and funding in China

Yu Song, Haomin Zhang, Jing Song, Mai haiXia
article en
1 citations

Abstract

This paper investigates the impact of short selling on the enterprise digital transformation in China's capital market. Our analysis of A-share listed firms (2007-2023) finds that short selling exerts a significant positive impact on enterprise digital transformation. The robustness of this association is substantiated through a difference-in-differences (DID) estimation strategy, demonstrating a statistically significant increase in the treatment effect coefficient (e.g., β=0.114 VS β=0.066, p<0.01). We further observe two moderating effects on the relationship between short selling and enterprise digital transformation: absorptive capacity (β=0.749, p<0.01) and management equity incentives (β=0.413, p<0.01). These findings withstand multiple robustness tests, including alternative model specifications, variable measurements, and sample periods. We further find that short selling introduction positively relates to higher TobinQ values (β=0.058, p<0.01), with enterprise digital transformation mediating this effect as demonstrated through structural equation modeling.

International Review of Economics & FinanceVol. 102
Shanghai Business School (CN), Xi'an Polytechnic University (CN)
Openalex Percentile: Top 7%
Private Equity and Venture Capital
3.91
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.