Managerial ability and research quotient

Purpose This study aims to examine whether and how managerial ability enhances research and development (R&D) productivity, measured through the research quotient (RQ), a forward-looking metric capturing the revenue elasticity of R&D spending. Design/methodology/approach The author analyzed a panel of 35,260 firm-year observations from U.S. publicly listed firms between 1998 and 2021. Managerial ability is measured using the two-stage efficiency-based approach of Demerjian et al. (2012). RQ data are sourced from Compustat following Knott’s (2008) methodology. The regression analysis includes firm and year fixed effects. Findings Results show a significant and positive association between managerial ability and RQ. A one-standard-deviation increase in managerial ability corresponds to an approximate 4.4% improvement in R&D productivity. This relation holds across alternative measures of managerial ability, different innovation proxies (patents), change and fixed-effects regressions and subsamples. The effect is stronger in smaller firms and is amplified by stronger corporate governance. Originality/value To the best of the author’s knowledge, this study is the first to provide large-sample evidence linking managerial ability to realized economic returns from innovation. By integrating the resource-based view and upper echelons theory, it highlights managerial talent as a strategic intangible asset in the innovation process. Findings have implications for corporate governance, executive recruitment and innovation policy.

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Publication Details

Journal
Journal of financial reporting & accounting
Published
2025-11-06
DOI
https://doi.org/10.1108/jfra-04-2025-0322
Primary Topic
Firm Innovation and Growth
Type
article
Field-Weighted Citation Impact
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article

Managerial ability and research quotient

Lori N. K. Leonard, Li Sun
Journal of financial reporting & accounting
Firm Innovation and Growth
article

Managerial ability and research quotient

Lori N. K. Leonard, Li Sun
article en

Abstract

Purpose This study aims to examine whether and how managerial ability enhances research and development (R&D) productivity, measured through the research quotient (RQ), a forward-looking metric capturing the revenue elasticity of R&D spending. Design/methodology/approach The author analyzed a panel of 35,260 firm-year observations from U.S. publicly listed firms between 1998 and 2021. Managerial ability is measured using the two-stage efficiency-based approach of Demerjian et al. (2012). RQ data are sourced from Compustat following Knott’s (2008) methodology. The regression analysis includes firm and year fixed effects. Findings Results show a significant and positive association between managerial ability and RQ. A one-standard-deviation increase in managerial ability corresponds to an approximate 4.4% improvement in R&D productivity. This relation holds across alternative measures of managerial ability, different innovation proxies (patents), change and fixed-effects regressions and subsamples. The effect is stronger in smaller firms and is amplified by stronger corporate governance. Originality/value To the best of the author’s knowledge, this study is the first to provide large-sample evidence linking managerial ability to realized economic returns from innovation. By integrating the resource-based view and upper echelons theory, it highlights managerial talent as a strategic intangible asset in the innovation process. Findings have implications for corporate governance, executive recruitment and innovation policy.

Journal of financial reporting & accounting
University of Tulsa (US)
Openalex Percentile: Top 59%
Firm Innovation and Growth
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