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Digital Density Escalates Cost-efficiency of Indian Commercial Banks: Myth or Reality? A Non-parametric DEA Approach

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Listed:
  • Joyeeta Deb
  • Shrabanti Maity

Abstract

This article examines the impact of digitization of banking services on cost-efficiency of Indian commercial banks. The study develops an index named as the Digital Density Index (DDI) to measure the degree of banks’ digitization and examines its impact on cost-efficiency scores as estimated by the non-parametric data envelopment analysis technique. Results identify the scope of cost savings potentiality on the part of the banks which is higher in the case of private-sector banks than that of the public-sector banks. The sector also displays a rising trend in digitization as exhibited by the index value of DDI over the study period. DDI is found to be positively associated with the cost-efficiency of banks. However, the results are opposite for the country-level indicators of digitization which impact the cost-efficiency scores of the banks negatively. This is ascribed to the initial stage of digitization requiring huge outlay on building digital infrastructure. The results would change over time as the country matures in its level of technological change and development and with the adaptation of the bank with the changing circumstances.

Suggested Citation

  • Joyeeta Deb & Shrabanti Maity, 2026. "Digital Density Escalates Cost-efficiency of Indian Commercial Banks: Myth or Reality? A Non-parametric DEA Approach," Vision, , vol. 30(3), pages 294-305, June.
    • Handle: RePEc:sae:vision:v:30:y:2026:i:3:p:294-305
    DOI: 10.1177/09722629221096792
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    References listed on IDEAS

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    1. Ignacio Jiménez-Hernández & Gabriel Palazzo & Francisco Javier Sáez-Fernández, 2019. "Determinants of bank efficiency: evidence from the Latin American banking industry," Applied Economic Analysis, Emerald Group Publishing Limited, vol. 27(81), pages 184-206, October.
    2. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    3. Luiza Bădin & Cinzia Daraio & Léopold Simar, 2014. "Explaining inefficiency in nonparametric production models: the state of the art," Annals of Operations Research, Springer, vol. 214(1), pages 5-30, March.
    4. Badunenko, Oleg & Kumbhakar, Subal C., 2017. "Economies of scale, technical change and persistent and time-varying cost efficiency in Indian banking: Do ownership, regulation and heterogeneity matter?," European Journal of Operational Research, Elsevier, vol. 260(2), pages 789-803.
    5. Das, Abhiman & Ray, Subhash C. & Nag, Ashok, 2009. "Labor-use efficiency in Indian banking: A branch-level analysis," Omega, Elsevier, vol. 37(2), pages 411-425, April.
    6. Subhash C. Ray, 2014. "Branching Efficiency in Indian Banking: An Analysis of a Demand-Constrained Network," Working papers 2014-34, University of Connecticut, Department of Economics.
    7. Dietsch, Michel & Lozano-Vivas, Ana, 2000. "How the environment determines banking efficiency: A comparison between French and Spanish industries," Journal of Banking & Finance, Elsevier, vol. 24(6), pages 985-1004, June.
    8. Mohamad Hassan, 2019. "How bank regulations impact efficiency and performance?," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 12(4), pages 545-575, December.
    9. Shamshur, Anastasiya & Weill, Laurent, 2019. "Does bank efficiency influence the cost of credit?," Journal of Banking & Finance, Elsevier, vol. 105(C), pages 62-73.
    10. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
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