Analysing the impact of digital technology diffusion on the efficiency and convergence process of the commercial banking industry of Pakistan
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DOI: 10.1057/s41599-024-03184-1
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- Leopold Simar & Paul Wilson, 2000.
"A general methodology for bootstrapping in non-parametric frontier models,"
Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
- Simar, L. & Wilson, P.W., 1998. "A General Methodology for Bootstrapping in Nonparametric Frontier Models," Papers 9811, Catholique de Louvain - Institut de statistique.
- Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001.
"GMM Estimation of Empirical Growth Models,"
Economics Papers
2001-W21, Economics Group, Nuffield College, University of Oxford.
- Bond, Stephen Roy & Hoeffler, Anke & Temple, Jonathan, 2001. "GMM Estimation of Empirical Growth Models," CEPR Discussion Papers 3048, C.E.P.R. Discussion Papers.
- Ben-David, Dan & Loewy, Michael B, 1998.
"Free Trade, Growth, and Convergence,"
Journal of Economic Growth, Springer, vol. 3(2), pages 143-170, June.
- Dan Ben-David & Michael B. Loewy, 1997. "Free Trade, Growth, and Convergence," NBER Working Papers 6095, National Bureau of Economic Research, Inc.
- Weill, Laurent, 2009.
"Convergence in banking efficiency across European countries,"
Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(5), pages 818-833, December.
- Laurent Weill, 2008. "Convergence in Banking Efficiency Across European Countries," Working Papers of LaRGE Research Center 2008-07, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.
- Sala-i-Martin, Xavier X, 1996.
"The Classical Approach to Convergence Analysis,"
Economic Journal, Royal Economic Society, vol. 106(437), pages 1019-1036, July.
- Xavier Sala-i-Martin, 1995. "The classical approach to convergence analysis," Economics Working Papers 117, Department of Economics and Business, Universitat Pompeu Fabra.
- Sala-i-martin, X., 1995. "The Classical Approach to Convergence Analysis," Papers 734, Yale - Economic Growth Center.
- Sala-i-Martin, Xavier, 1995. "The Classical Approach to Convergence Analysis," CEPR Discussion Papers 1254, C.E.P.R. Discussion Papers.
- Berger, Allen N. & Humphrey, David B., 1991.
"The dominance of inefficiencies over scale and product mix economies in banking,"
Journal of Monetary Economics, Elsevier, vol. 28(1), pages 117-148, August.
- Allen N. Berger & David B. Humphrey, 1990. "The dominance of inefficiencies over scale and product mix economies in banking," Finance and Economics Discussion Series 107, Board of Governors of the Federal Reserve System (U.S.).
- Shrimal Perera & Michael Skully & J. Wickramanayake, 2007. "Cost Efficiency in South Asian Banking: The Impact of Bank Size, State Ownership and Stock Exchange Listings," International Review of Finance, International Review of Finance Ltd., vol. 7(1‐2), pages 35-60, March.
- Siriopoulos, Costas & Tziogkidis, Panagiotis, 2010. "How do Greek banking institutions react after significant events?--A DEA approach," Omega, Elsevier, vol. 38(5), pages 294-308, October.
- Adnan Kasman & Saadet Kasman & Duygu Ayhan & Erdost Torun, 2013. "Total factor productivity and convergence: evidence from old and new EU member countries' banking sectors," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(sup1), pages 13-35, June.
- Tu D. Q. Le & Thanh Ngo & Tin H. Ho & Dat T. Nguyen, 2022. "ICT as a Key Determinant of Efficiency: A Bootstrap-Censored Quantile Regression (BCQR) Analysis for Vietnamese Banks," IJFS, MDPI, vol. 10(2), pages 1-15, June.
- Fiordelisi, Franco & Marques-Ibanez, David & Molyneux, Phil, 2011.
"Efficiency and risk in European banking,"
Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1315-1326, May.
- Marqués-Ibáñez, David & Fiordelisi, Franco & Molyneux, Phil, 2010. "Efficiency and risk in european banking," Working Paper Series 1211, European Central Bank.
- Md. Mominur Rahman & Bilkis Akhter, 2021. "The impact of investment in human capital on bank performance: evidence from Bangladesh," Future Business Journal, Springer, vol. 7(1), pages 1-13, December.
- Lee, Chi-Chuan & Huang, Tai-Hsin, 2016. "Productivity changes in pre-crisis Western European banks: Does scale effect really matter?," The North American Journal of Economics and Finance, Elsevier, vol. 36(C), pages 29-48.
- Blundell, Richard & Bond, Stephen, 1998.
"Initial conditions and moment restrictions in dynamic panel data models,"
Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
- R Blundell & Steven Bond, "undated". "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- Richard Blundell & Stephen Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models," IFS Working Papers W95/17, Institute for Fiscal Studies.
- Peter C. B. Phillips & Donggyu Sul, 2009.
"Economic transition and growth,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
- Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185, November.
- Peter C.B. Phillips & Donggyu Sul, 2005. "Economic Transition and Growth," Cowles Foundation Discussion Papers 1514, Cowles Foundation for Research in Economics, Yale University.
- Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
- David Roodman, 2009.
"A Note on the Theme of Too Many Instruments,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
- David Roodman, 2007. "A Note on the Theme of Too Many Instruments," Working Papers 125, Center for Global Development.
- Casu, Barbara & Girardone, Claudia, 2010. "Integration and efficiency convergence in EU banking markets," Omega, Elsevier, vol. 38(5), pages 260-267, October.
- Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
- Matthews, Kent & Xiao, Zhiguo, 2020. "Rational cost inefficiency and convergence in Chinese banks," Economic Modelling, Elsevier, vol. 91(C), pages 696-704.
- Xavier Sala-i-Martin, 2002.
"15 Years of New Growth Economics : What Have we Learnt?,"
Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 5(2), pages 5-15, August.
- Xavier Sala-i-Martin, 2001. "15 years of new growth economics: What have we learnt?," Economics Working Papers 620, Department of Economics and Business, Universitat Pompeu Fabra, revised Jun 2002.
- Xavier Sala-i-Martin, 2002. "15 Years of New Growth Economics: What Have We Learnt?," Working Papers Central Bank of Chile 172, Central Bank of Chile.
- Alper, Deger & Anbar, Adem, 2011. "Bank Specific and Macroeconomic Determinants of Commercial Bank Profitability: Empirical Evidence from Turkey," Business and Economics Research Journal, Uludag University, Faculty of Economics and Administrative Sciences, vol. 2(2), pages 139-139, April.
- Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
- Olson, Dennis & Zoubi, Taisier, 2017. "Convergence in bank performance for commercial and Islamic banks during and after the Global Financial Crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 65(C), pages 71-87.
- Matousek, Roman & Rughoo, Aarti & Sarantis, Nicholas & George Assaf, A., 2015. "Bank performance and convergence during the financial crisis: Evidence from the ‘old’ European Union and Eurozone," Journal of Banking & Finance, Elsevier, vol. 52(C), pages 208-216.
- Léopold Simar & Paul W. Wilson, 1998.
"Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models,"
Management Science, INFORMS, vol. 44(1), pages 49-61, January.
- SIMAR, Léopold & WILSON, Paul, 1995. "Sensitivity Analysis to Efficiency Scores : How to Bootstrap in Nonparametric Frontier Models," LIDAM Discussion Papers CORE 1995043, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Simar, L. & Wilson, P.W., 1998. "Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models," LIDAM Reprints CORE 1304, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Degl'Innocenti, Marta & Kourtzidis, Stavros A. & Sevic, Zeljko & Tzeremes, Nickolaos G., 2017. "Bank productivity growth and convergence in the European Union during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 75(C), pages 184-199.
- Izzeldin, Marwan & Johnes, Jill & Ongena, Steven & Pappas, Vasileios & Tsionas, Mike, 2021. "Efficiency convergence in Islamic and conventional banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 70(C).
- Williams, Jonathan, 2012. "Efficiency and market power in Latin American banking," Journal of Financial Stability, Elsevier, vol. 8(4), pages 263-276.
- Fung, Michael K., 2006. "Scale economies, X-efficiency, and convergence of productivity among bank holding companies," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2857-2874, October.
- Casu, Barbara & Ferrari, Alessandra & Girardone, Claudia & Wilson, John O.S., 2016.
"Integration, productivity and technological spillovers: Evidence for eurozone banking industries,"
European Journal of Operational Research, Elsevier, vol. 255(3), pages 971-983.
- Barbara Casu & Alessandra Ferrari & Claudia Girardone & John O.S. Wilson, 2014. "Integration, Productivity and Technological Spillovers: Evidence for Eurozone Banking Industries," Economics Discussion Papers em-dp2014-01, Department of Economics, University of Reading.
- Banker, Rajiv & Natarajan, Ram & Zhang, Daqun, 2019. "Two-stage estimation of the impact of contextual variables in stochastic frontier production function models using Data Envelopment Analysis: Second stage OLS versus bootstrap approaches," European Journal of Operational Research, Elsevier, vol. 278(2), pages 368-384.
- Alexei Karas & Koen Schoors & Laurent Weill, 2010. "Are private banks more efficient than public banks?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 18(1), pages 209-244, January.
- Daniel J. Henderson & R. Robert Russell, 2005. "Human Capital And Convergence: A Production-Frontier Approach ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(4), pages 1167-1205, November.
- Chiu, Yung-Ho & Chen, Yu-Chuan, 2009. "The analysis of Taiwanese bank efficiency: Incorporating both external environment risk and internal risk," Economic Modelling, Elsevier, vol. 26(2), pages 456-463, March.
- R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
- Mohamed Mehdi Jelassi & Ezzeddine Delhoumi, 2021. "What explains the technical efficiency of banks in Tunisia? Evidence from a two-stage data envelopment analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-26, December.
- Lihua Zuo & Jack Strauss & Lijuan Zuo, 2021. "The Digitalization Transformation of Commercial Banks and Its Impact on Sustainable Efficiency Improvements through Investment in Science and Technology," Sustainability, MDPI, vol. 13(19), pages 1-17, October.
- Rui Wang & Jiangtao Liu & Hang(Robin) Luo, 2021. "Fintech development and bank risk taking in China," The European Journal of Finance, Taylor & Francis Journals, vol. 27(4-5), pages 397-418, March.
- Quah, Danny T., 1996. "Empirics for economic growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1353-1375, June.
- Manuel Arellano & Stephen Bond, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
- Tom Doan, "undated". "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Fadzlan Sufian & Muzafar Shah Habibullah, 2009. "Determinants of bank profitability in a developing economy: Empirical evidence from Bangladesh," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 10(3), pages 207-217, April.
- Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
- Tariq Abbasi & Hans Weigand, 2017. "The Impact of Digital Financial Services on Firm's Performance: a Literature Review," Papers 1705.10294, arXiv.org.
- Mansour, Rana & El Moussawi, Chawki, 2020. "Efficiency, technical progress and productivity of Arab banks: A non-parametric approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 191-208.
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