IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i6p3345-d769836.html
   My bibliography  Save this article

Banking Sector Profitability: Does Household Income Matter?

Author

Listed:
  • Olga Miroshnichenko

    (Department of Economics and Finance, University of Tyumen, Volodarskogo St. 6, 625003 Tyumen, Russia)

  • Elena Iakovleva

    (Department of Economics and Management of Enterprises and Industrial Complexes, Saint-Petersburg University of Economics, Griboedov Canal Emb. 30-32, 191023 St. Petersburg, Russia)

  • Natalia Voronova

    (Department of Credit Theory and Financial Management, Saint-Petersburg University, Universitetskaya Emb. 13B, 199034 St. Petersburg, Russia)

Abstract

Household incomes, their level and dynamics are one of the factors that ensure the achievement of the Sustainable Development Goals. At the same time, stable development of the banking sector, which is impossible without steady earnings, determines economic growth, which also positively affects reaching the Sustainable Development Goals. The paper examines the impact of household income on the return on assets of the banking sector in Russia using annual time series from 2003 to 2019. The study was conducted using formalized economic and mathematical methods of analysis by linear regression with least squares tests on the significance of the model, with tests for redundancy of insignificant variables (Wald test), Ramsey test on the functionality of the model, White and Breusch Pagan test for heteroscedasticity (heterogeneity of observations) and multicollinearity by method of inflation factors, graphic method. The Multiple Linear Regression (MLR) model was used. The results show that (1) an increase in the growth rate of household income and deposits in the non-financial sector has a positive effect on the return on assets of the banking sector; (2) an increase in the growth rate of the price of Brent crude oil and non-performing loans negatively affect the dependent variable; and (3) the regions that have the greatest (positive and negative) impact on profitability of whole bank sector in Russia were identified. Increasing household incomes and eliminating inequality in the incomes of the population of different regions will have a positive impact not only on social well-being but will also provide the banking sector with the opportunity for profitable operation and create conditions for sustainable growth. Our conclusions are useful for the regulator and individual banks and can be taken into account when developing and implementing policies aimed at sustainable development.

Suggested Citation

  • Olga Miroshnichenko & Elena Iakovleva & Natalia Voronova, 2022. "Banking Sector Profitability: Does Household Income Matter?," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:6:p:3345-:d:769836
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/6/3345/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/6/3345/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chernozhukov, Victor & Fernández-Val, Iván & Kowalski, Amanda E., 2015. "Quantile regression with censoring and endogeneity," Journal of Econometrics, Elsevier, vol. 186(1), pages 201-221.
    2. Alexandra Bec & Brent Moyle & Char-lee Moyle, 2018. "Resilient and Sustainable Communities," Sustainability, MDPI, vol. 10(12), pages 1-16, December.
    3. Veronika Belousova & Alexander Karminsky & Nikita Myachin & Ilya Kozyr, 2021. "Bank Ownership and Efficiency of Russian Banks," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(10), pages 2870-2887, August.
    4. Anginer, Deniz & Demirgüç-Kunt, Asli & Mare, Davide S., 2018. "Bank capital, institutional environment and systemic stability," Journal of Financial Stability, Elsevier, vol. 37(C), pages 97-106.
    5. Yujun Cui & Sean Geobey & Olaf Weber & Haiying Lin, 2018. "The Impact of Green Lending on Credit Risk in China," Sustainability, MDPI, vol. 10(6), pages 1-16, June.
    6. Victor Moutinho & José Vale & Rui Bertuzi & Ana Maria Bandeira & José Palhares, 2021. "A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks," Economies, MDPI, vol. 9(3), pages 1-22, August.
    7. Mensi, Walid & Yousaf, Imran & Vo, Xuan Vinh & Kang, Sang Hoon, 2022. "Asymmetric spillover and network connectedness between gold, BRENT oil and EU subsector markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 76(C).
    8. Lowe, Philip, 2017. "Household debt, housing prices and resilience," Economic Analysis and Policy, Elsevier, vol. 55(C), pages 124-131.
    9. Brighi, Paola & Venturelli, Valeria, 2016. "How functional and geographic diversification affect bank profitability during the crisis," Finance Research Letters, Elsevier, vol. 16(C), pages 1-10.
    10. Fernandes, Gláucia & Mendes, Layla dos Santos & Leite, Rodrigo de Oliveira, 2021. "Cash holdings and profitability of banks in developed and emerging markets," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 880-895.
    11. Vazquez, Francisco & Federico, Pablo, 2015. "Bank funding structures and risk: Evidence from the global financial crisis," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 1-14.
    12. Andrey Polbin & Anton Skrobotov & Andrey Zubarev, 2020. "How the oil price and other factors of real exchange rate dynamics affect real GDP in Russia," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3732-3745, December.
    13. Jerzy Kaźmierczyk & Jerzy Kaźmierczyk & Aleksandra Chinalska, 2018. "Flexible forms of employment, an opportunity or a curse for the modern economy? Case study: banks in Poland," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 6(2), pages 782-798, December.
    14. Artur Bolganbayev & Kundyz Myrzabekkyzy & Sabit Baimaganbetov & Dinmukhamed Kelesbayev, 2021. "The Effect of Oil Prices on the Economic Growth of Oil Exporting Countries Bordering the Caspian Sea: Panel Data Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 11(6), pages 432-437.
    15. Wu, Ji & Yao, Yao & Chen, Minghua & Jeon, Bang Nam, 2020. "Economic uncertainty and bank risk: Evidence from emerging economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 68(C).
    16. Vera-Gilces, Paul & Camino-Mogro, Segundo & Ordeñana-Rodríguez, Xavier & Cornejo-Marcos, Gino, 2020. "A look inside banking profitability: Evidence from a dollarized emerging country," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 147-166.
    17. Syed Moudud-Ul-Huq & Changjun Zheng & Anupam Das Gupta, 2018. "Does Bank Corporate Governance Matter for Bank Performance and Risk-Taking? New Insights of an Emerging Economy," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 8(2), pages 205-230.
    18. Elke Hanschel & Pierre Monnin, 2005. "Measuring and forecasting stress in the banking sector: evidence from Switzerland," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 431-49, Bank for International Settlements.
    19. Bouzgarrou, Houssam & Jouida, Sameh & Louhichi, Waël, 2018. "Bank profitability during and before the financial crisis: Domestic versus foreign banks," Research in International Business and Finance, Elsevier, vol. 44(C), pages 26-39.
    20. Alexandra Horobet & Magdalena Radulescu & Lucian Belascu & Sandra Maria Dita, 2021. "Determinants of Bank Profitability in CEE Countries: Evidence from GMM Panel Data Estimates," JRFM, MDPI, vol. 14(7), pages 1-23, July.
    21. Jean Michel Banto & Atokê Fredia Monsia, 2021. "Microfinance institutions, banking, growth and transmission channel: a GMM panel data analysis from developping countries," Post-Print hal-02888281, HAL.
    22. Hyoungkun Park & Jong Dae Kim, 2020. "Transition towards green banking: role of financial regulators and financial institutions," Asian Journal of Sustainability and Social Responsibility, Springer, vol. 5(1), pages 1-25, December.
    23. D’Orazio, Paola & Popoyan, Lilit, 2019. "Fostering green investments and tackling climate-related financial risks: Which role for macroprudential policies?," Ecological Economics, Elsevier, vol. 160(C), pages 25-37.
    24. Achim SCHMILLEN & Matthias UMKEHRER, 2017. "The scars of youth: Effects of early†career unemployment on future unemployment experience," International Labour Review, International Labour Organization, vol. 156(3-4), pages 465-494, December.
    25. Banto, Jean Michel & Monsia, Atokê Fredia, 2021. "Microfinance institutions, banking, growth and transmission channel: A GMM panel data analysis from developing countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 126-150.
    26. Contreras, Salvador & Ghosh, Amit & Hasan, Iftekhar, 2021. "Income inequality and minority labor market dynamics: Medium term effects from the Great Recession," Economics Letters, Elsevier, vol. 199(C).
    27. Syed Moudud-Ul-Huq & Changjun Zheng & Anupam Das Gupta, 2018. "Does Bank Corporate Governance Matter for Bank Performance and Risk-Taking? New Insights of an Emerging Economy," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 8(2), pages 205-230, February.
    28. Viktoriya Valeryevna Manuylenko & Aminat Islamovna Borlakova & Alexander Vladimirovich Milenkov & Olga Borisovna Bigday & Elena Andreevna Drannikova & Tatiana Sergeevna Lisitskaya, 2021. "Development and Validation of a Model for Assessing Potential Strategic Innovation Risk in Banks Based on Data Mining-Monte-Carlo in the “Open Innovation” System," Risks, MDPI, vol. 9(6), pages 1-19, June.
    29. Alexander Karminsky & Alexander Kostrov, 2014. "The probability of default in Russian banking," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 4(1), pages 81-98, June.
    30. Rahman, Md Lutfur & Troster, Victor & Uddin, Gazi Salah & Yahya, Muhammad, 2022. "Systemic risk contribution of banks and non-bank financial institutions across frequencies: The Australian experience," International Review of Financial Analysis, Elsevier, vol. 79(C).
    31. Saona, Paolo, 2016. "Intra- and extra-bank determinants of Latin American Banks' profitability," International Review of Economics & Finance, Elsevier, vol. 45(C), pages 197-214.
    32. Saeed Nosratabadi & Gergo Pinter & Amir Mosavi & Sandor Semperger, 2020. "Sustainable Banking; Evaluation of the European Business Models," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
    33. Ono, Shigeki, 2017. "Financial development and economic growth nexus in Russia," Russian Journal of Economics, Elsevier, vol. 3(3), pages 321-332.
    34. Natalia Vladimirovna Gryzunova & Victoria Ivanovna Pyatanova & Viktoriya Valeryevna Manuylenko & Konstantin Vasilievich Ordov, 2019. "Models of credit limit-setting for companies as means of encouraging competitiveness," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(1), pages 615-625, September.
    35. Fattouh, Bassam & Scaramozzino, Pasquale & Harris, Laurence, 2005. "Capital structure in South Korea: a quantile regression approach," Journal of Development Economics, Elsevier, vol. 76(1), pages 231-250, February.
    36. Seghezza, Elena & Morelli, Pierluigi, 2020. "Why the money multiplier has remained persistently so low in the post-crisis United States?," Economic Modelling, Elsevier, vol. 92(C), pages 309-317.
    37. Salih Katırcıoglu & Nesrin Ozatac & Nigar Taspınar, 2020. "The role of oil prices, growth and inflation in bank profitability," The Service Industries Journal, Taylor & Francis Journals, vol. 40(7-8), pages 565-584, June.
    38. Changqing Luo & Siyuan Fan & Qi Zhang, 2017. "Investigating the Influence of Green Credit on Operational Efficiency and Financial Performance Based on Hybrid Econometric Models," IJFS, MDPI, vol. 5(4), pages 1-19, November.
    39. Nafis Alam & Ganesh Sivarajah & Muhammad Ishaq Bhatti, 2021. "Do Deposit Insurance Systems Promote Banking Stability?," IJFS, MDPI, vol. 9(3), pages 1-22, September.
    40. M. Utku Ozmen & M. Koray Kalafatcilar & Erdal Yilmaz, 2019. "The impact of income distribution on house prices," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 19(2), pages 45-58.
    41. Bongini, Paola & Cucinelli, Doriana & Battista, Maria Luisa Di & Nieri, Laura, 2019. "Profitability shocks and recovery in time of crisis evidence from European banks," Finance Research Letters, Elsevier, vol. 30(C), pages 233-239.
    42. Serhat Yüksel & Shahriyar Mukhtarov & Elvin Mammadov & Mustafa Özsarı, 2018. "Determinants of Profitability in the Banking Sector: An Analysis of Post-Soviet Countries," Economies, MDPI, vol. 6(3), pages 1-15, July.
    43. Elekdag, Selim & Malik, Sheheryar & Mitra, Srobona, 2020. "Breaking the Bank? A Probabilistic Assessment of Euro Area Bank Profitability," Journal of Banking & Finance, Elsevier, vol. 120(C).
    44. Mahbub, Tasmina & Matthews, Kent & Barker, Kate, 2019. "Other people’s money: The profit performance of Bangladeshi family dominated banks," Journal of Behavioral and Experimental Finance, Elsevier, vol. 21(C), pages 103-112.
    45. Saeed Nosratabadi & Gergo Pinter & Amir Mosavi & Sandor Semperger, 2020. "Sustainable Banking; Evaluation of the European Business Models," Papers 2003.13423, arXiv.org.
    46. Yong Jiang & Chao-Qun Ma & Xiao-Guang Yang & Yi-Shuai Ren, 2018. "Time-Varying Volatility Feedback of Energy Prices: Evidence from Crude Oil, Petroleum Products, and Natural Gas Using a TVP-SVM Model," Sustainability, MDPI, vol. 10(12), pages 1-17, December.
    47. Eissa A. Al-Homaidi & Mosab I. Tabash & Najib H. S. Farhan & Faozi A. Almaqtari, 2018. "Bank-specific and macro-economic determinants of profitability of Indian commercial banks: A panel data approach," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1548072-154, January.
    48. Arifatus Solikhah & Heri Kuswanto & Nur Iriawan & Kartika Fithriasari, 2021. "Fisher’s z Distribution-Based Mixture Autoregressive Model," Econometrics, MDPI, vol. 9(3), pages 1-35, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Olszak, Małgorzata & Kowalska, Iwona, 2023. "Do competition and market structure affect sensitivity of bank profitability to the business cycle?," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    2. Pejman Peykani & Mostafa Sargolzaei & Mohammad Hashem Botshekan & Camelia Oprean-Stan & Amir Takaloo, 2023. "Optimization of Asset and Liability Management of Banks with Minimum Possible Changes," Mathematics, MDPI, vol. 11(12), pages 1-24, June.
    3. Muhammad Haris & Yong Tan & Ali Malik & Qurat Ul Ain, 2020. "A Study on the Impact of Capitalization on the Profitability of Banks in Emerging Markets: A Case of Pakistan," JRFM, MDPI, vol. 13(9), pages 1-21, September.
    4. Begoña Torre Olmo & María Cantero Saiz & Sergio Sanfilippo Azofra, 2021. "Sustainable Banking, Market Power, and Efficiency: Effects on Banks’ Profitability and Risk," Sustainability, MDPI, vol. 13(3), pages 1-24, January.
    5. Taslima Akther & Mushfiqur Rahman & Md. Mufidur Rahman, 2023. "Factors influencing commercial bank profitability in Bangladesh: a panel data approach," Future Business Journal, Springer, vol. 9(1), pages 1-20, December.
    6. Davis, E. Philip & Karim, Dilruba & Noel, Dennison, 2022. "The effects of macroprudential policy on banks' profitability," International Review of Financial Analysis, Elsevier, vol. 80(C).
    7. repec:zbw:bofitp:2017_016 is not listed on IDEAS
    8. Francis Lwesya & Adam Beni Swebe Mwakalobo, 2023. "Frontiers in microfinance research for small and medium enterprises (SMEs) and microfinance institutions (MFIs): a bibliometric analysis," Future Business Journal, Springer, vol. 9(1), pages 1-18, December.
    9. Md. Nur-E-Alam Siddique & Shifa Mohd Nor & Zizah Che Senik & Nor Asiah Omar, 2023. "Corporate Social Responsibility as the Pathway to Sustainable Banking: A Systematic Literature Review," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
    10. mohammed, habib, 2023. "Modeling Determinants of Private Banks Profitability in Ethiopia," MPRA Paper 116699, University Library of Munich, Germany.
    11. Mäkinen, Mikko & Solanko, Laura, 2017. "Determinants of bank closures: Do changes of CAMEL variables matter?," BOFIT Discussion Papers 16/2017, Bank of Finland Institute for Emerging Economies (BOFIT).
    12. Shabir, Mohsin & Jiang, Ping & Wang, Wenhao & Işık, Özcan, 2023. "COVID-19 pandemic impact on banking sector: A cross-country analysis," Journal of Multinational Financial Management, Elsevier, vol. 67(C).
    13. Muhammad Haris & HongXing Yao & Gulzara Tariq & Ali Malik & Hafiz Mustansar Javaid, 2019. "Intellectual Capital Performance and Profitability of Banks: Evidence from Pakistan," JRFM, MDPI, vol. 12(2), pages 1-26, April.
    14. Joaqui-Barandica, Orlando & Manotas-Duque, Diego F. & Uribe, Jorge M., 2022. "Commonality, macroeconomic factors and banking profitability," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    15. Taneja, Shilpa & Ali, Liaqat, 2021. "Determinants of customers’ intentions towards environmentally sustainable banking: Testing the structural model," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    16. Sadegh Fathi & Hassan Sajadzadeh & Faezeh Mohammadi Sheshkal & Farshid Aram & Gergo Pinter & Imre Felde & Amir Mosavi, 2020. "The Role of Urban Morphology Design on Enhancing Physical Activity and Public Health," IJERPH, MDPI, vol. 17(7), pages 1-29, March.
    17. Wu, Xin & Bai, Xiao & Qi, Hanying & Lu, Lanxin & Yang, Mingyuan & Taghizadeh-Hesary, Farhad, 2023. "The impact of climate change on banking systemic risk," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 419-437.
    18. Basha, Shabeen Afsar & Bennasr, Hamdi & Goaied, Mohamed, 2023. "Financial literacy, financial development, and leverage of small firms," International Review of Financial Analysis, Elsevier, vol. 86(C).
    19. Ma³gorzata Olszak & Iwona Kowalska, 2021. "Do competition and market structure matter for sensitivity of bank profitability to business cycle?," Faculty of Management Working Paper Series 12021, University of Warsaw, Faculty of Management.
    20. Laura Baselga-Pascual & Olga Del Orden-Olasagasti & Antonio Trujillo-Ponce, 2018. "Toward a More Resilient Financial System: Should Banks Be Diversified?," Sustainability, MDPI, vol. 10(6), pages 1-16, June.
    21. mohammed, habib, 2023. "Modeling Determinants of Private Banks Profitability in Ethiopia," MPRA Paper 116817, University Library of Munich, Germany, revised 25 Mar 2023.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:6:p:3345-:d:769836. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.