Using panel data from 2000 to 2019 for low-income and middle-income African countries, this study examined what determines income diversification and its impact on bank risk and performance. Based on the system's generalized method of moments and least square dummy variable results, high volatility risk, profitability, cost efficiency and high GDP encourage banks to diversify their income. While having lower leverage, a high net interest margin, and during inflationary times, banks are less encouraged to pursue income diversification. Moreover, income-diverse approaches improve profitability in regular and crisis periods for low-income and middle-income countries. However, income diversification does not lower volatility risks during crisis times. The study shows that increasing the cost efficiencies, higher liquidity and leverage ratios positively affects profitability and reduces volatility risk during the non-crisis period. The net interest margin positively influences risk during and after a crisis. The results show that GDP positively connects to a bank's profitability. The link between profitability and inflation varies based on the analysis's emphasis (i.e., before, during or after the crisis) and income level (i.e., low income or middle income). This study's results have significant implications for bankers, regulators and the banking literature on the determinant, merits and risks of income diversification.
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Univ New South Wales, Sch Populat Hlth, Kensington Campus,Samuels Bldg, Sydney, NSW 2052, Australia
George Inst Global Hlth, Sydney, NSW, Australia
North West Univ, MRC Unit Hypertens & Cardiovasc Dis, Hypertens Africa Res Team, Potchefstroom, South AfricaUniv New South Wales, Sch Populat Hlth, Kensington Campus,Samuels Bldg, Sydney, NSW 2052, Australia
Schutte, Aletta E.
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Venkateshmurthy, Nikhil Srinivasapura
Mohan, Sailesh
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Publ Hlth Fdn India, Ctr Chron Condit & Injuries, Gurgaon, India
Ctr Chron Dis Control, New Delhi, India
Deakin Univ, Fac Hlth, Burwood, Vic, AustraliaUniv New South Wales, Sch Populat Hlth, Kensington Campus,Samuels Bldg, Sydney, NSW 2052, Australia
Mohan, Sailesh
Prabhakaran, Dorairaj
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Publ Hlth Fdn India, Ctr Chron Condit & Injuries, Gurgaon, India
Ctr Chron Dis Control, New Delhi, India
London Sch Hyg & Trop Med, Dept Epidemiol, London, EnglandUniv New South Wales, Sch Populat Hlth, Kensington Campus,Samuels Bldg, Sydney, NSW 2052, Australia
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Univ Oxford, Wolfson Coll, Ctr Global Epilepsy, Oxford, England
Univ Oxford, Warneford Hosp, Dept Psychiat, Oxford, England
Wellcome Trust Collaborat Programme, Kenya Med Res Programme, Neurosci Unit, Kilifi, KenyaUniv Oxford, John Radcliffe Hosp, Nuffield Dept Clin Neurosci, Oxford Epilepsy Res Grp, Oxford OX3 9DU, England
Newton, Charles R.
Ngwende, Gift
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Univ Oxford, Wolfson Coll, Ctr Global Epilepsy, Oxford, England
Univ Zimbabwe, Dept Med, Harare, ZimbabweUniv Oxford, John Radcliffe Hosp, Nuffield Dept Clin Neurosci, Oxford Epilepsy Res Grp, Oxford OX3 9DU, England
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Kyzylorda State Univ, Dept Econ Theory & Publ Adm, Kyzylorda, KazakhstanKyzylorda State Univ, Dept Econ Theory & Publ Adm, Kyzylorda, Kazakhstan
Abdimomynova, Almakul
Kolpak, Eugeny
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St Petersburg State Univ, Dept Appl Math & Control Proc, St Petersburg, RussiaKyzylorda State Univ, Dept Econ Theory & Publ Adm, Kyzylorda, Kazakhstan
Kolpak, Eugeny
Doskaliyeva, Bayan
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South Ural State Univ, Dept Lab Econ & Personnel Management, Chelyabinsk, RussiaKyzylorda State Univ, Dept Econ Theory & Publ Adm, Kyzylorda, Kazakhstan
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Johns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USAJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Morgan, Rosemary
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Ayiasi, Richard Mangwi
Barman, Debjani
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IIHMR Univ, 1 Prabhu Dayal Marg,Near Sanganer Airport, Jaipur 302029, Rajasthan, IndiaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Barman, Debjani
Buzuzi, Stephen
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Biomed Res & Training Inst, 10 Seagrave Rd, Avondale, PA, ZimbabweJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Buzuzi, Stephen
Ssemugabo, Charles
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Makerere Univ, Sch Publ Hlth, Coll Hlth Sci, Dept Dis Control & Environm Hlth, POB 7072, Kampala, UgandaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Ssemugabo, Charles
Ezumah, Nkoli
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Univ Nigeria, Coll Med, Hlth Policy Res Grp, Enugu Campus, Enugu, Nigeria
Univ Nigeria, Dept Sociol Anthropol, Nsukka, NigeriaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Ezumah, Nkoli
George, Asha S.
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Univ Western Cape, Sch Publ Hlth, Private Bag x17, ZA-7535 Bellville, South AfricaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
George, Asha S.
Hawkins, Kate
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Pamoja Commun Ltd, 81 Ewhurst Rd, Brighton BN2 4AL, E Sussex, EnglandJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Hawkins, Kate
Hao, Xiaoning
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China Natl Hlth Dev Res Ctr, 38 Xueyuan Rd, Beijing, Peoples R ChinaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Hao, Xiaoning
King, Rebecca
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Univ Leeds, Leeds Inst Hlth Sci, Nuffield Ctr Int Hlth & Dev, Leeds LS2 9NL, W Yorkshire, EnglandJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
King, Rebecca
Liu, Tianyang
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China Natl Hlth Dev Res Ctr, 38 Xueyuan Rd, Beijing, Peoples R ChinaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Liu, Tianyang
Molyneux, Sassy
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Kenya Med Res Inst KEMRI, Wellcome Trust Res Programme, POB 43640-00100, Nairobi, Kenya
Univ Oxford, Nuffield Dept Med, Oxford, EnglandJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Molyneux, Sassy
Muraya, Kelly W.
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Kenya Med Res Inst KEMRI, Wellcome Trust Res Programme, POB 43640-00100, Nairobi, KenyaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Muraya, Kelly W.
Musoke, David
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Makerere Univ, Sch Publ Hlth, Coll Hlth Sci, Dept Dis Control & Environm Hlth, POB 7072, Kampala, UgandaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Musoke, David
Nyamhanga, Tumaini
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Muhimbili Univ Hlth & Allied Sci, Dept Dev Studies, POB 65454, Dar Es Salaam, TanzaniaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Nyamhanga, Tumaini
Ros, Bandeth
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ReBUILD & RinGs Consortia, Phnom Penh, CambodiaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Ros, Bandeth
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Tani, Kassimu
Theobald, Sally
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Univ Liverpool Liverpool Sch Trop Med, Social Sci & Int Hlth, Pembroke Pl, Liverpool L3 5QA, Merseyside, EnglandJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Theobald, Sally
Vong, Sreytouch
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ReBUILD & RinGs Consortia, Phnom Penh, CambodiaJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
Vong, Sreytouch
Waldman, Linda
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Inst Dev Studies, Lib Rd, Brighton BN1 9RE, E Sussex, EnglandJohns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 N Wolfe St, Baltimore, MD 21205 USA
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Univ Toronto, St Michaels Hosp, Ctr Global Hlth Res, Toronto, ON M5B 1W8, CanadaUniv Toronto, St Michaels Hosp, Ctr Global Hlth Res, Toronto, ON M5B 1W8, Canada