Measurement Sensitivity of the Determinants of Financial Flexibility Among JSE-Listed Non-Financial Firms

This study examines the sensitivity of empirical findings in financial flexibility research to alternative measurement approaches. Financial flexibility is widely recognised as a critical determinant of corporate financing and investment decisions, yet there is no consensus on its operational definition. Existing studies employ different proxies, including spare debt capacity, cash holdings, leverage positioning, and composite measures, which may capture distinct dimensions of financial flexibility. Using panel data from 106 non-financial firms listed on the JSE over the period 2000–2019, this study compares two widely used proxies: spare debt capacity derived from predicted leverage models and a composite low-leverage–high-cash measure. Fixed- and random-effects models, along with logistic regression, are employed to assess whether the determinants of financial flexibility remain consistent across these measures. The findings reveal substantial variation in coefficient signs, statistical significance, and economic interpretation across proxies. Classification-overlap analysis based on the common SDC–LLHC sample shows limited agreement between the proxies, with only 17.4% of common-sample firm-year observations classified as flexible under both measures and Cohen’s kappa indicating only slight agreement. Growth opportunities, retained earnings, dividend payout, and selected firm-specific variables exhibit strong sensitivity to measurement choice, while some relationships remain relatively stable. The results demonstrate that financial flexibility, as operationalised through alternative empirical proxies, is not measurement-neutral, and that proxy selection can materially alter empirical and theoretical conclusions. The study contributes to corporate finance literature by highlighting the importance of construct validity, proxy transparency, and robustness testing, particularly in emerging market contexts.

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Publication Details

Journal
Risks
Published
2026-07-30
DOI
https://doi.org/10.3390/risks14080176
Primary Topic
Auditing, Earnings Management, Governance
Type
article
Field-Weighted Citation Impact
0.00
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article

Measurement Sensitivity of the Determinants of Financial Flexibility Among JSE-Listed Non-Financial Firms

Vusani Moyo, Joseph Kayiira, Freddy Munzhelele
Risks
Auditing, Earnings Management, Governance
article

Measurement Sensitivity of the Determinants of Financial Flexibility Among JSE-Listed Non-Financial Firms

Vusani Moyo, Joseph Kayiira, Freddy Munzhelele
article en

Abstract

This study examines the sensitivity of empirical findings in financial flexibility research to alternative measurement approaches. Financial flexibility is widely recognised as a critical determinant of corporate financing and investment decisions, yet there is no consensus on its operational definition. Existing studies employ different proxies, including spare debt capacity, cash holdings, leverage positioning, and composite measures, which may capture distinct dimensions of financial flexibility. Using panel data from 106 non-financial firms listed on the JSE over the period 2000–2019, this study compares two widely used proxies: spare debt capacity derived from predicted leverage models and a composite low-leverage–high-cash measure. Fixed- and random-effects models, along with logistic regression, are employed to assess whether the determinants of financial flexibility remain consistent across these measures. The findings reveal substantial variation in coefficient signs, statistical significance, and economic interpretation across proxies. Classification-overlap analysis based on the common SDC–LLHC sample shows limited agreement between the proxies, with only 17.4% of common-sample firm-year observations classified as flexible under both measures and Cohen’s kappa indicating only slight agreement. Growth opportunities, retained earnings, dividend payout, and selected firm-specific variables exhibit strong sensitivity to measurement choice, while some relationships remain relatively stable. The results demonstrate that financial flexibility, as operationalised through alternative empirical proxies, is not measurement-neutral, and that proxy selection can materially alter empirical and theoretical conclusions. The study contributes to corporate finance literature by highlighting the importance of construct validity, proxy transparency, and robustness testing, particularly in emerging market contexts.

RisksVol. 14(8)
University of Venda (ZA)
Openalex Percentile: Top 3%
Auditing, Earnings Management, Governance
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