The Lahore Journal
of Business

Lahore Journal of Business

(HEC recognized journal in “Y” category)

The Lahore Journal of Business is aimed at providing a specialized forum for dissemination of qualitative and quantitative research in various areas of business administration. The LJB invites researchers, policy makers and analysts to submit original theoretical and empirical papers that explore and contribute to the understanding of various areas in the business domain. The Journal aims at bringing together state-of-art research findings, particularly from emerging markets, in various business disciplines including (but not limited to) accounting, banking, management, marketing, finance, investments, human resource management and organizational behavior.

How Do Firms Achieve Their Capital Structure? A Configurational Analysis Using fsQCA

Submitted

November 22, 2023

Accepted

November 22, 2023

Accepted

November 22, 2023

Abstract


This research explains the contemporaneous role of credit ratings and financial characteristics for capital structure decisions. It offers a comparative analysis of financial and nonfinancial firms for 2019–2023. Fuzzy-set qualitative comparative analysis (fsQCA) was employed. Size, age, leverage, total debt, total equity, and their respective changes were found to be necessary for capital structure adjustments for financial firms. In contrast, only total debt was found to be necessary in non-financial firms. Contrary to credit rating-capital structure theory, the results shift the perspective. Ratings were neither necessary nor sufficient for either sector’s capital structure decisions, indicating they are not central but contextual factors with limited explanatory power. The configurational analysis showed that the core and the peripheral also vary across the firms. It can be implied that firms’ internal characteristics matter more than external credit ratings for changes in capital structure decisions. Regulators should focus on multi-dimensional supervision in the financial sector, while managers would benefit from optimal leverage, efficient debt servicing, and liquidity management in the non-financial sector. Researchers and practitioners are recommended to employ fsQCA as an auxiliary diagnostic method to identify additional causal factors. The study contributes by comparing Pakistan’s financial and non-financial firms through a configurational lens.

Keywords

Credit rating

capital structure

financial characteristics

Pakistan

non-financial firms

financial firms

This work is licensed under LJB.

Salman, V., & Naz, F. (2026). How Do Firms Achieve Their Capital Structure? A Configurational Analysis Using fsQCA. The Lahore Journal of Business, 13(2), 89-124.

  1. Acquah, I. S. K. (2024). Unravelling the asymmetric effects of procurement practices on firm performance: A complexity theory approach to complementing fsQCA with NCA. Heliyon, 10(3).
  2. Ali, S., & Javid, A. Y. (2015). Relationship between credit rating, capital structure and earning management behaviour: evidence from Pakistani listed firms.
  3. Ali, S., Yousaf, I., & Naveed, M. (2020). Role of credit rating in determining capital structure: Evidence from non-financial sector of Pakistan. Studies of Applied Economics, 38(3).
  4. Arhinful, R., Amin, H. I. M., Mensah, L., Gyamfi, B. A., & Obeng, H. A. (2025). Determining an optimal capital structure and its impact on financial performance. Insight from the firms listed on the New York Stock Exchange. Cogent Economics & Finance, 13(1), 2571401. https://doi.org/10.1080/23322039.2025.2571401
  5. Athari, S. A., Kondoz, M., & Kirikkaleli, D. (2021). Dependency between sovereign credit ratings and economic risk: Insight from Balkan countries. Journal of Economics and Business, 116, 105984.
  6. Avramov, D., Chordia, T., Jostova, G., & Philipov, A. (2009). Dispersion in analysts’ earnings forecasts and credit rating. Journal of Financial Economics, 91(1), 83–101.
  7. Becker, B., & Milbourn, T. (2011). How did increased competition affect credit ratings? Journal of Financial Economics, 101(3), 493–514.
  8. Bolton, P., Freixas, X., & Shapiro, J. (2012). The credit ratings game. The Journal of Finance, 67(1), 85–111.
  9. Botta, M., & Colombo, L. V. A. (2022). Non-linear capital structure dynamics. Journal of Business Finance & Accounting, 49(9–10), 1897–1928.
  10. Bwowa, C., Mouton, M., & de Wet, M. C. (2024). Effects of credit rating changes on corporate capital structure in South Africa. Journal of Economic and Financial Sciences, 17(1), 866.