EVALUATING FACTORS AFFECTING PROFITABILITY INDICATORS BASED ON STATISTICAL REGRESSION ANALYSIS

Received: 2026-05-31

Published: 2026-06-06

Abstract

This article evaluates the factors affecting profitability indicators in commercial bank operations based on statistical regression analysis. Hamkorbank’s financial indicators for 2020–2024 were selected as the research object. Descriptive statistics, correlation analysis, and multivariate regression modeling were applied. The empirical results showed that total assets, the loan portfolio, and interest income had a positive effect on bank profitability, while an increase in operating expenses reduced profitability. Based on the findings, scientific and practical recommendations aimed at increasing bank profitability were developed.

List of references

  1. Berger, A. N. (1995). The Profit-Structure Relationship in Banking—Tests of Market Power and Efficient-Structure Hypotheses. Journal of Money, Credit and Banking, 27(2), 404–431.

  2. Athanasoglou, P. P., Brissimis, S. N., & Delis, M. D. (2008). Bank-specific, industry-specific and macroeconomic determinants of bank profitability. Journal of International Financial Markets, Institutions and Money, 18(2), 121–136.

  3. Demirgüç-Kunt, A., & Huizinga, H. (1999). Determinants of commercial bank interest margins and profitability. World Bank Economic Review, 13(2), 379–408.

  4. Mankiw, N. G. (2021). Macroeconomics. Worth Publishers.

  5. Gujarati, D. N., & Porter, D. C. (2009). Basic Econometrics. McGraw-Hill.

  6. Wooldridge, J. M. (2016). Introductory Econometrics: A Modern Approach. Cengage Learning.

  7. Greene, W. H. (2018). Econometric Analysis. Pearson Education.

  8. Rose, P. S., & Hudgins, S. C. (2012). Bank Management & Financial Services. McGraw-Hill.

  9. Mishkin, F. S. (2019). The Economics of Money, Banking and Financial Markets. Pearson.

  10. Центральный банк Республики Узбекистан (2020–2024). Bank tizimi bo‘yicha yillik hisobotlar. https://www.cbu.uz

  11. Hamkorbank ATB (2020–2024). Yillik moliyaviy hisobotlar. https://www.hamkorbank.uz

  12. World Bank (2023). Global Financial Development Report. https://www.worldbank.org

  13. IMF (2022). Global Financial Stability Report. https://www.imf.org

  14. Fama, E. F. (1980). Banking in the theory of finance. Journal of Monetary Economics, 6(1), 39–57.

  15. Saunders, A., & Cornett, M. M. (2018). Financial Institutions Management: A Risk Management Approach. McGraw-Hill.

About the Authors

Kadirbaeva Aziza Azat qizi
Tashkent International University of Education

License

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How to Cite

EVALUATING FACTORS AFFECTING PROFITABILITY INDICATORS BASED ON STATISTICAL REGRESSION ANALYSIS. (2026). MMIT Proceedings, 159-162. https://doi.org/10.61587/

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