Does managerial ability matter in corporate sustainability-related dynamics? An empirical investigation
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This study aims to assess the intricate interplays between managerial ability, corporate social responsibility (CSR), and firm value, focusing on 3,498 company-year observations sourced from the RANKINS CSR RATINGS and China Stock Market & Accounting Research (CSMAR) databases representing China’s Shanghai and Shenzhen A-share listed companies from 2009 to 2018. Employing a rigorous sample selection process and utilizing data from reliable databases, the research employs a comprehensive methodology to explore the intricate corporate sustainability-related dynamics influencing organizational success and societal impact.The findings reveal a compelling negative correlation between managerial ability and CSR performance, corroborating previous research and suggesting potential challenges in reconciling managerial competence with social responsibility priorities. Furthermore, this paper establishes a negative correlation between CSR and firm value, with managerial ability influencing the magnitude of this impact, underscoring the significance of managerial skills in moderating the relationship between CSR initiatives and overall corporate performance. Moreover, the study uncovers a robust positive correlation between managerial ability and firm value, emphasizing the pivotal role of adept leadership in achieving higher corporate valuation. It provides valuable insights for practitioners, policymakers, and scholars, creating a conducive environment for well-informed decision-making. In the ever-changing corporate landscape, a deep understanding of these interconnections is essential to nurture business practices that are both sustainable and value-oriented. AcknowledgmentThis paper is co-funded by the European Union through the European Education and Culture Executive Agency (EACEA) within the project “Embracing EU corporate social responsibility: challenges and opportunities of business-society bonds transformation in Ukraine” – 101094100 — EECORE – ERASMUS-JMO-2022-HEI-TCH-RSCH-UA-IBA/ERASMUS-JMO-2022-HEI-TCHRSCH https://eecore.snau.edu.ua/Oleh PASKO expresses sincere gratitude for the support from the Kirkland Research Program, generously provided by the Leaders of Change Foundation established by the Polish-American Freedom Foundation.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it