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Managerial Myopia and Firm Green Innovation: Based on Text Analysis and Machine Learning
1School of Business, Renmin University of China, Beijing, China.
Frontiers in Psychology
|July 7, 2022
Summary
Managerial myopia negatively impacts firm green innovation. Strategies like equity incentives and institutional investors can mitigate this effect, promoting sustainable development.
Area of Science:
- Environmental Science
- Business Management
- Organizational Behavior
Background:
- Green innovation is crucial for sustainability and pollution reduction.
- Managerial myopia, a lack of long-term vision, can hinder green innovation adoption.
- Existing literature lacks examination of the link between managerial myopia and corporate green innovation.
Purpose of the Study:
- To investigate the relationship between managerial myopia and firm green innovation.
- To develop a measurable index for managerial myopia.
- To explore moderating factors influencing this relationship.
Main Methods:
- Utilized time-oriented theory and upper echelon theory.
- Constructed a managerial myopia index via text analysis and machine learning.
- Analyzed data from publicly listed Chinese firms (2009-2020).
Main Results:
- Managerial myopia is significantly negatively associated with green innovation.
- A one standard deviation increase in myopia reduces green innovation by approximately 1.9% standard deviation.
- Equity incentives and institutional investors were found to weaken the negative impact of myopia.
Conclusions:
- Managerial myopia presents a significant barrier to corporate green innovation.
- Interventions focusing on long-term incentives and investor oversight can encourage greener practices.
- Findings offer insights for both academic literature and corporate strategy in sustainable development.
Keywords:
equity incentivesgreen innovationinstitutional investorsmanagerial myopiatext analysisupper echelons theoryMore Related Videos
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