Leverage adjustment analytics: Effect of macroeconomic conditions on emerging economies

In this study, we analyse the impacts of the upper and lower macroeconomic regimes on leverage adjustment. We have selected manufacturing firms from emerging economies for the period of 2012-2022. The dynamic panel threshold model determines the upper and lower regimes for different macroeconomic variables. We used the partial adjustment model and dynamic panel fractional estimator to analyse the leverage speed of adjustment (SOA). Our findings reveal that macroeconomic variables are significant leverage determinants, firms present leverage SOA heterogeneity across countries and macroeconomic regimes, and financially flexible firms tend to have higher SOA than constrained firms in upper and lower macroeconomic regimes.

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Publication Details

Journal
IIMB Management Review
Published
2025-11-06
DOI
https://doi.org/10.1016/j.iimb.2025.100619
Primary Topic
Corporate Finance and Governance
Type
article
Field-Weighted Citation Impact
0.00
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article

Leverage adjustment analytics: Effect of macroeconomic conditions on emerging economies

Ravindra Nath Shukla, Vishal Vyas, Ankur Roy, Animesh Chaturvedi
IIMB Management Review
Corporate Finance and Governance
article

Leverage adjustment analytics: Effect of macroeconomic conditions on emerging economies

Ravindra Nath Shukla, Vishal Vyas, Ankur Roy, Animesh Chaturvedi
article en

Abstract

In this study, we analyse the impacts of the upper and lower macroeconomic regimes on leverage adjustment. We have selected manufacturing firms from emerging economies for the period of 2012-2022. The dynamic panel threshold model determines the upper and lower regimes for different macroeconomic variables. We used the partial adjustment model and dynamic panel fractional estimator to analyse the leverage speed of adjustment (SOA). Our findings reveal that macroeconomic variables are significant leverage determinants, firms present leverage SOA heterogeneity across countries and macroeconomic regimes, and financially flexible firms tend to have higher SOA than constrained firms in upper and lower macroeconomic regimes.

IIMB Management ReviewVol. 37(4)
Management Development Institute (IN), Galgotias University (IN), Indian Institute of Information Technology Allahabad (IN), Indian Institute of Technology Dharwad (IN), Indian Institute of Information Technology Dharwad, Atal Bihari Vajpayee Indian Institute of Information Technology and Management (IN)
Openalex Percentile: Top 53%
Corporate Finance and Governance
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