Keywords: Inverted U-Shaped relationship
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Journal Articles
Management Decision 1–27.
Published: 12 December 2025
... polluting firms from 2013 to 2022, we apply fixed-effects OLS models. Robustness is assessed through instrumental variable regression, natural spline estimation and generalized additive models (GAM), among other methods. Findings The results reveal an inverted U-shaped relationship between DO and ESG...
Includes: Supplementary data
Journal Articles
Management Decision (2026) 64 (3): 1001–1031.
Published: 21 March 2025
... Chinese A-share listed companies from 2010 to 2022 for an empirical analysis to explore the relationship between OSI and corporate ESG performance. Findings The results indicate an inverted U-shaped relationship between OSI and ESG. Each of the three OSI dimensions also exhibits an inverted U-shaped...
Journal Articles
Journal Articles
Management Decision (2022) 60 (6): 1683–1701.
Published: 13 July 2021
... an inverted U-shaped relationship between MO and firm performance. This newly found curvilinear relationship may explain and reconcile prior contradicting findings on the benefits of MO. Organizational confidence is also found to trigger a shape-flip of the MO–performance link, thereby suggesting a new...

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