Unpacking the role of corporate culture in cross-border M&As: evidence from China and machine learning insights
Geng Deng & Weiwei Liu
What the paper says
Purpose This study aims to investigate how corporate culture influences the performance of cross-border mergers and acquisitions (M&As) of Chinese listed firms, addressing the cultural barriers that often hinder M&A success from a resource-based view (RBV). Design/methodology/approach Using a sample of 1,499 cross-border M&A events by Chinese listed firms, the authors conduct regression analyses to assess the impact of strong corporate culture on short- and long-term M&A performance. In addition, machine learning methods are applied to evaluate the relative importance of specific cultural values. Findings Results indicate that strong corporate culture significantly improves both short- and long-term M&A performance. Innovation, quality and teamwork values play a greater role in enhancing short-term performance, while innovation and quality values are positively associated with long-term performance. Moreover, the positive impact of corporate culture on M&A performance is stronger when firms possess prior successful M&A experience and executives with overseas backgrounds. Originality/value This study enriches the literature on cross-border M&As by integrating a cultural perspective with the RBV and applying machine learning to analyze the role of specific cultural values. The findings offer practical guidance for firms to leverage corporate culture as a strategic asset in international expansion.
Evidence weight
Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40
| F · citation impact | 0.50 × 0.4 = 0.20 |
| M · momentum | 0.50 × 0.15 = 0.07 |
| V · venue signal | 0.50 × 0.05 = 0.03 |
| R · text relevance † | 0.50 × 0.4 = 0.20 |
† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.