How Do Firms Achieve Their Capital Structure? A Configurational Analysis Using fsQCA
- Veera Salman
- veerasalman242@gmail.com
- Researcher Department of Accounting & Finance, Kinnaird College for Women, Lahore, Pakistan
- Farah Naz
- farah.naz@kinnaird.edu.pk
- Assistant Professor Department of Accounting & Finance, Kinnaird College for Women, Lahore, Pakistan.
Submitted
November 22, 2023
Accepted
November 22, 2023
Accepted
November 22, 2023
- Received
- 19th December 2025
- Revised
- 27th April 2026
- Accepted
- 26th June 2026
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.
- Citation
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.
- References
- 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).
- Ali, S., & Javid, A. Y. (2015). Relationship between credit rating, capital structure and earning management behaviour: evidence from Pakistani listed firms.
- 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).
- 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
- 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.
- 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.
- Becker, B., & Milbourn, T. (2011). How did increased competition affect credit ratings? Journal of Financial Economics, 101(3), 493–514.
- Bolton, P., Freixas, X., & Shapiro, J. (2012). The credit ratings game. The Journal of Finance, 67(1), 85–111.
- Botta, M., & Colombo, L. V. A. (2022). Non-linear capital structure dynamics. Journal of Business Finance & Accounting, 49(9–10), 1897–1928.
- 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.
- Cash, D., & Khan, M. (2024). Rating the globe: Reforming credit rating agencies for an equitable financial architecture. United Nations University.
- D’Amato, A. (2020). Capital structure, debt maturity, and financial crisis: Empirical evidence from SMEs. Small Business Economics, 55(4), 919–941.
- Dasilas, A., & Papasyriopoulos, N. (2015). Corporate governance, credit ratings and the capital structure of Greek SME and large listed firms. Small Business Economics, 45(1), 215–244.
- Dul, J., Van der Laan, E., & Kuik, R. (2020). A statistical significance test for necessary condition analysis. Organizational Research Methods, 23(2), 385–395.
- Dul, J., Vis, B., & Goertz, G. (2021). Necessary Condition Analysis (NCA) does exactly what it should do when applied properly: A reply to a comment on NCA. Sociological Methods & Research, 50(2), 926–936.
- Feda, R. A. (2020). The impact of credit ratings on firms’ capital structure. International Journal of Economics and Financial Issues, 10(5), 92.
- Fiss, P. C. (2011). Building better causal theories: A fuzzy set approach to typologies in organization research. Academy of Management Journal, 54(2), 393–420.
- Greckhamer, T., Furnari, S., Fiss, P. C., & Aguilera, R. V. (2018). Studying configurations with qualitative comparative analysis: Best practices in strategy and organization research. Strategic Organization, 16(4), 482–495.