Technical Efficiency of Bank Liquidity Creation For Malaysian Commercial Banks From 2011 to 2018

Acharya, V.V., Shin and Yorulmazer. (2009). Endogenous choice of bank liquidity: the role of
fire sales. Bank of England Working Paper.
Aigner, D.J, Lovell, C.A. and Schmidt, P. (1977). Formulation and estimation of stochastic
frontier production function models. Journal of Econometrics 6:21-37.
Agoraki, M.E.K., Delis, M.D. and Pasiouras, F. (2011). Regulations, competitions and bank
risk-taking in transition countries. Journal of Financial Stability 7:38-48.
Akhtar, M.H. (2002). X-efficiency analysis of commercial banks in Pakistan: A preliminary
investigation. The Pakistan Development Review 41:567-680.
Akhtar, S. (2002). Is there seasonality in Pakistan’s merchandise exports and imports? The
univariate modelling approach. The Pakistan Development Review, 42, (1), 59-75.
Ariff, M. and Can, L. (2008). Cost and profit efficiency of Chinese banks: A non-parametric
analysis. China Economic Review 19:260-273.
Assaf, A.G., Barros, C.P. and Matousek, R. (2011). Productivity and efficiency analysis of
Shinkin banks: Evidence from bootstrap and Bayesian approaches. Journal of Banking and Finance 35: 331-342.
Athanasoglou, P. P., Brissimis, S.N. and Delis, M.D. (2008). Bank-specific industry-specific
and macroeconomics determinants of bank profitability. Journal of International Financial Markets, Institutions and Money 18:121-136.
Bader, M.K.I. (2008). Cost, revenue, and profit efficiency of Islamic versus conventional
banks: international evidence using data envelopment analysis. Islamic Economic Studies 15 (2), 23–76.
Bader, M.K.I., Mohammed, S., Ariff, M. and Hassan, T. (2008). Cost. Cost, revenue and profit
efficiency of Islamic versus conventional banks: international evidence using data envelopment analysis. Islamic Economic Studies 15:24:76.
Banker, Charnes, A. and Cooper, W.W. (1984). Some models for estimating technical and scale
inefficiencies in data envelopment analysis. Management Science, 30(9), 1078-1092.
Bauer, P.W., Berger, A.N., Ferrier, G.D. and Humphrey, D.B. (1998). Consistency conditions
for regulatory analysis of financial institutions: a comparison of frontier efficiency methods. Journal of Economics and Business 50:85-114.
Bhattacharya, S., & Thakor, A. V. (1993). Contemporary banking theory. Journal of ?nancial
Intermediation,3(1), 2–50.
Bhattacharyya, A., Lovell C.A.K and Sahay, P. (1997). The impact of liberation on the
productive efficiency of Indian commercial banks. European Journal of Operational Research. 98:332-345.
Beck, T., Demigruc-Kunt, A. and Merrouche, O. (2013). Islamic vs. conventional banking:
business model, efficiency and stability. Journal of banking and Finance 37:433-447.
Ben Naceur, S. and Omran, M. (2011). The effects of bank regulations, competition and
financial reforms on banks’ performance. Emerging markets Review, 2011, vol. 12, issue 1, 1-20.
Berger, A. and mester, L. (1997). Inside the black box: what explains differences in the
efficiencies of financial institutions? No, 1997-10, finance and Economics Discussion Series, Board of Governors of the Federal Reserve System (US).
Berger, A. N. and Bouwman, C. H. (2009). Bank Liquidity Creation. The Review of Financial
Studies, 22(9): 3780-3837.
Berger, A. N. and Sedunov. (2017) Bank liquidity creation and real economic output. Journal
of Banking & Finance. 81, 1-19.
Berger, A. N. and Bouwman, C. H. (2009). Bank Liquidity Creation. The Review of Financial
Studies, 22(9): 3780-3837.
Berger, A. N., Hasan, I. and Zhou, M. (2010). The effects of focus versus diversification on
bank performance: Evidence from Chinese banks. Journal of Banking and Finance, volume 34, Issue 7, pp. 1417-1435.
Berger, A.N. and Humphrey, D.B. (1997). Efficiency of financial institutions: international
survey and directions for future research. European Journal of Operational Research 98:175-212.
Bernanke, B. S. (1983). Non-monetary effects of the financial crisis in the propagation of the
Great Depression. The American Economic Review, Vol.73, no. 3 (June 1983), pp. 257-276.
Boot, Greenbaum and Thakor, A. (1993). Reputation and discretion in financial contracting.
The American Economic Review, 1165-1183.
Bryant, J. (1980). A model of reserve, bank runs and deposit insurance. Journal of Banking and
Finance, vol.4, issue 4, pp.335-344.
Carvallo, O. and Kasman, A. (2005). Cost efficiency in the Latin American and Caribbean
banking systems. Journal of International Financial markets, Institutions and Money,
2005, vol. 15, issue 1, 55-72.
Cevik, Dibooglu and Kenc. (2016). Financial stress and economic activity in some emerging
Asian economies. Research in International Business and Finance 36, 127-139.
Charnes, A., Cooper, W.W., and Rhodes, E. (1978). Measuring efficiency of decision-making
units. European Journal of Operations Research. 6:429-444.
Chatterjee (2015) Matrix estimation by universal singular value tresholding. The Annals of
Statictics. 43(1), 177-214.
Chen, Y. K., Shen, C. H. and Kao, L. F. (2010). Bank Liquidity Risk and Performance. Journal
of Financial Regulation, 20(2).
Cooper, W.W., Seiford, L.M. and Tone, K. (2002). Introduction to data envelopment analysis
and its uses: with DEA-solver software and references. Springer Science & Business Media.
Coelli, T., Prasada, R. and Battese, G. (1998). An introduction to efficiency and productivity
analysis. Kluwer Academic Publishers, Boston. MA.
Cullinane, Ji and Wang. (2005). The relationship between privatization and DEA estimates of
efficiency in the container port industry, Vol 575(5), 433-462.
Das, A. and Kumbhakar,S. C. (2012). Productivity and Efficiency Dynamics in Indian Banking:
An Input Distance Function Approach Incorporating Quality of Inputs and Outputs. Journal of Applied Econometrics, Vol. 27, No. 2, 2012, pp. 205-234.
Dell’Ariccia, G., Igan, D., & Laeven, L. (2009). Credit Booms and Lending Standards:
Evidence from the Subprime Mortgage Market. (Center Discussion Paper; Vol. 2009-46 S). Tilburg: Finance.
Diamond, D. W. and Dybvig, P. H. (1983). Bank runs, deposit insurance and liquidity. Journal
of Political Economy, 1983, vol.91, no.3.
Diamond, D. W. (1984). Financial intermediation and delegated monitoring. The review of
economic studies, 51(3), 393-414.
Distinguin, I., Roulet, C., & Tarazi, A. (2013). Bank regulatory capital and liquidity: evidence
from US and European publicly traded banks. Journal of Banking Finance,37(9), 3295–3317
Deep A. and Schaefer G. (2004). Are banks liquidity transformers? Harvard University Faculty
Research, Working Paper.
Drake, L. (2001). Efficiency and productivity change in UK banking. Applied Financial
Economics, 11:557-71.
Drake, L. and Hall, M. J. B. (2001). Efficiency in Japanese banking: An empirical analysis.
Journal of Banking and finance, Volume 27, Issue 5, May 2003, pages 891-917.
English, M., Grosskopf, S., Hayes, K and Yaisawarng, S. (1993). Output allocative and
technical efficiency of the financial services sector. Journal of Banking and Finance 17:349-366.
Farrell, M.J. (1957). The measurement of productive efficiency. Journal of Royal Statistical
Society Association 120:253-281.
Fare, Grosskopf, Norris and Zhang. (1994). Productivity growth, technical progress, and
efficiency in industrialized countries. American Economic Review, Vol. 84, 64-83.
Fidrmuc, J., Fungá?ová, Z. and Weill, L. (2015). Does Bank Liquidity Creation Contribute to
Economic Growth? Evidence from Russia. Open Economies Review 26, no. 3 (April 30, 2015): 479–496.
Fungacova, Z. and Weill. (2012). Bank liquidity creation in Russia. Eurasian Geography and
Economics. 53(2), 285-299.
Gatev and Strahan (2006) Banks' advantage in hedging liquidity risk: theory and evidence from
the commercial paper market. Journal of Finance, Vol. 61(2), 867-892
Girardone, Molyneux and Gardener. (2004). Analysing the determinants of bank efficiency:
the case of Italian banks. Applied Economics 36(3), 215-227.
Griffiths and Wall. (2000). Intermediate Microeconomics: theory and applications. Business &
Economics,725 pages.
Grifell-Tatje, E. and Lovell, C.A.K. (1997). The sources of productivity change in Spanish
banking. European Journal of Operational Research 98:364-380.
Grover, N. and Sinha, P. (2019): Determinants, Persistence and value implications of liquidity
creation: An Evidence from Indian Banks.
Gulde, A., Patillo, C.,Christensen, J., Carey, K. and Wagh, S. (2006). Sub-Saharan Africa:
Financial sector challenges. International Monetary Fund working paper.
Halova (2013). Bank liquidity creation and real economy: VAR analysis, Univerzita Karlova,
Fakulta socialnich ved
Hasan, I., Marton, K. (2003). Development and efficiency of the banking sector in a transition
economy: Hungarian experience. Journal of Banking and Finance, 27, pp.2249-2271.
Hassan, T., Mohamad, S. and Bader, M.K.I. (2009). Efficiency of conventional versus Islamic
banks: evidence from the Middle East. International Journal of Islamic and Middle Eastern Finance and Management 2 (1), 46–65.
Hasan, I. and Soula, J. L. (2017). Technical efficiency in bank liquidity creation. Working
papers of LaRGE Research Center 2017-08, Universite de Strasbourg.
Hussein, K.A. (2004). Banking efficiency in Bahrain: Islamic versus conventional banks. In:
Islamic Development Bank, Islamic Research and Training Institute Research Paper 68. Islamic Development Bank, Islamic Research and Training Institute, Jeddah.
Holmström, B., & Tirole, J. (1998). Private and public supply of liquidity. Journal of political
Economy, 106(1), 1-40.
Horváth, R., Seidler, J., & Weill, L. (2014). Bank Capital and Liquidity Creation: Granger-
Causality Evidence. Journal of Financial Services Research,45(3), 341–361.
Isik, I. and Hassan, M.K. (2002). Technical, scale and allocative efficiencies in Turkish banking
industry. Journal of Banking and Finance, 26, pp. 719-766.
Imbierowicz, B. and Rauch, C. (2014). The relationship between liquidity risk and credit risk
in banks. Journal of Banking and Finance, volume 40, issue C, pp.242-256.
Jemric, I. and Vujcic, B. (2002). Efficiency of bank in Croatia: A DEA approach. Comparative
Economic Studied, 44(2/3), 169-193.
Kamarudin, F., Sufian, F., Loong, F.W. and Anwar, N.A.M. (2016). Assessing the domestic and
foreign Islamic banks efficiency: Insights from selected Southeast Asian countries. Future Business Journal, volume 3, issue 1, pp. 33-46.
Karim, M. Z. A. (2001). Comparative bank efficiency across select ASEAN countries. ASEAN
Economic Bulletin, Vol. 18, No. 3 (December 2001), pp. 289-304.
Kashyap, A. K., Rajan, R., & Stein, J. C. (2002). Banks as liquidity providers: An explanation
for the coexistence of lending and deposit-taking. The Journal of Finance,57(1), 33-73.
Kumbhakar, S. and Lovell, K. (2000). Stochastic frontier analysis. Cambridge University Press,
Cambridge.
Kumar, A. and Gulati, R. (2008). An examination of technical, pure technical and scale
efficiencies in Indian public sector banks using data envelopment analysis. Eurasian Journal of Business and Economics, 1(2), pp. 33-69.
Levine, R. (1998). The Legal Environment, Banks, and Long-Run Economic Growth. Journal
of Money, Credit and Banking, 30, (3), 596-613.
Liu, S.T. (2010). Measuring and categorizing technical efficiency and productivity change of
commercial banks in Taiwan. Expert System with Applications 37:2783-2789.
Madura, J. (2007). International financial management. Cengage Learning, 2007.
Majid, M. and Sufian, F. (2005). Consolidation and competition in emerging market: An
empirical test for Malaysian banking industry. Econ Change 39, 105-124
Masood, A. and Ashraf, N. (2012). Bank-specific and macroeconomic profitability
determinants of Islamic banks: the case of different countries. Qualitative Research in Financial Markets 4(2/3), 255-268.
Maudos, J. and de Guevera, J.F. (2007). Explanatory factor of market power in the banking
system. Manchester School, 75, (3), 275-296.
Meryem, D. F. and Jackson, P. (2000). Evaluating the efficiency of Turkish commercial banks:
An application of DES and Tobit analysis at the International DEA Symposium, University of Queensland, Brisbane, Australia, 2-4 July, 2000.
Miller, S.M. and Naulas, A.G. (1996). The technical efficiency of large bank production.
Journal of Banking and finance 20:495-509.
Mostafa, M. (2011). .Modeling Islamic banks’ efficiency: a non-parametric frontier approach.
.International Journal of Islamic and Middle Eastern Finance and Management 4 (1), 7–29.
Omankhanlen, A. E. (2012). The financial sector reforms and their effect on the Nigerian
economy. Economy Transdisciplinarity Cognition 15(2), 45-57.
Othman, M.F., NorAiza, M.Z., Rasid, S.Z.A and Vakilbashi. A.. (2016). Data envelopment
analysis: a tool of measuring efficiency in banking sector. International Journal of Economics and Financial Issues 6(3), 911-916.
Pana, E., Park, J. and Query, T. (2010). The Impact of Bank Mergers on Liquidity Creation.
Journal of Risk management in Financial Institutions, 491): 74-96.
Ramakrishnan and Thakor, A. (1984). Information reliability and theory of financial
intermediation. The Review of Economic Studies, Vol 51(3), 415-432.
Rauch, C., Steffen, S., Hackethal, A. and Tyrell, M. (2009). Savings Banks, Liquidity Creation
and Monetary Policy. Working Paper Series.
Rozzani, N. and Rahman, R. A. (2013). Camels and performance evaluation of banks in
Malaysia: conventional versus Islamic. Journal of Islamic Finance and Business Research 2(1), 36-45.
Rahim, R. Ab (2016). Does competition foster efficiency? Empirical evidence from Malaysian
commercial banks. Asian Academy of Management Journal of Accounting and Finance, 12(1).
Rahim, R. Ab. (2017). Efficiency and competition in the Malaysian banking market: Foreign
versus domestic banks. Gadjah Mada International Journal of Business, 19 (2), 193-221.
Repkova, I. (2013). Estimation of the Banking Efficiecny in the Czech Republic: Dynamic
Data Envelopment Analysis. Danube, 4(4):261-275.
Rogowski, G. (1999). Application of bank efficiency analysis to bank strategic management.
1. Methodology. Badania Opercyjne I Decyzje(1): 69-89.
Sherman, D. and Gold, F. (1985). Branch operating efficiency: evaluation with data
envelopment analysis. Journal of Banking and Finance 9:297-315.
Salleh, Y., Hooy, C. W. and Goh, W.K. (2001). Rating of Malaysian commercial banks: A DEA
approach. Banker’s Journal Malaysia, 118, 5-18.
Sahyouni, Ahmed and Man Wang. (2018). Liquidity creation and bank performance: evidence
from MENA, ISRA International Journal of Islamic Finance.
Saaid, A.E., Saiful Azhar, Rosly., Mansor, H. Ibrahim. & Naziruddin, Abdullah. (2003). The
X-Efficiency of the Sudanese Islamic Banks. IIUM Journal of Economics and Management, 11(2), 123-141
Sealey and Lindley (1977). Inputs, outputs, and a theory of production and cost at depository
financial institutions. The journal of finance 32(4). 1251-1266.
Sherman, D. and Zhu (2006) Service productivity management: improving service
performance using data analysis (DEA). Springer science & business media.
Singh, G., Singh, P. and Munisamy, S. (2008). A cross country comparison of banking
efficiency: Asia Pacific banks. International Review of Business Research Papers, vol. 4, no. 3, pp. 73-95.
Siriopoulos and Tziogkidis (2009) How do Greek banking institutions react after significant
events a DEA approach. European Journal of Operational Research, 23, 17-25.
Stavarek, D. and Repkova, I. (2012). Efficiency in the Czech Banking Industry: A
Nonparametric Approach. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 60: 357–366.
Sufian, F. (2004). The efficiency effects of bank mergers and acquisitions in a developing
economy: Evidence from Malaysia. International Journal of Applied Econometrics and Quantitative Studies, Volume 1, Issue 4, pages 53-74.
Sufian, F. (2008). Determinants of bank efficiency during unstable macroeconomic
environment: Empirical evidence from Malaysia. Research in International Business and Finance (2008).
Sufian, F. and Chong, R. R. (2008). Determinants of bank profitability in a developing
economy: Empirical evidence from the Philippines. Asian Academy of Management, Journal of Accounting and Finance (AAMJAF), vol. 4(2), pages 91-112.
Sufian, F. (2007). The efficiency of Islamic banking industry: a non-parametric analysis with
non-discretionary input variable. Islamic Economic Studies14 (1/2), 53–87.
Sufian, F. (2009). Factors influencing bank profitability in a developing economy: empirical
evidence from Malaysia. Global Business Review, 10(2), 225-241.
Sufian, F. (2012). Determinants of bank profitability in developing economies: Empirical
evidence from the South Asian banking sectors. Journal of Contemporary South Asia, volume 20, issue 3.
Sufian, F., Fakarudin, K and Annuar, M. N. (2016). Determinants of efficiency in the Malaysian
banking sector: does bank origins matter?. Intellectual Economics, Volume 10, Issue 1, April 2016, pages 38-54.
Sufian, F and Habibullah, M. S. (2010). Bank-specific, industry-specific and macroeconomic
determinants of bank efficiency: Empirical evidence from the banking sector. Margin: The Journal of Applied Economic Research, 4(4), 427-461.
Sun, L. and Chang, T. P. (2011). A comprehensive analysis of the effects of risk measures on
bank efficiency: Evidence from emerging Asian countries. Journal of Banking and Finance, 2011, vol. 35, issue 7, 1727-1735.
Tahir, I. M., Nor Mazlina, A. B. & Haron, S. (2008). Technical efficiency of the Malaysian
commercial banks: A stochastic approach. Banks & Bank Systems, 3(4).
Thakor, A. (2005). Do loan commitments cause overlending? Journal of Money, Credit and
Banking, 1067-1099.
Vejzagic and Zarafat. (2014). An analysis of macroeconomic determinants of commercial
banks profitability in Malaysia for the period 1995-2011. Journal of Asian Economy and Financial Review, 4(1).
Wahid, M. A. (2016). Comparing the efficiency of Islamic and conventional banks based on
the evidence from Malaysia. Journal of Muamalat and Islamic Finance Research, 13(1), 35-66.
Wasiuzzaman, S. and Tarmizi, H. (2010). Profitability of Islamic banks in Malaysia: An
empirical analysis. Journal of Islamic Economics, Banking and Finance, vol.6, no. 4.
Weill, L. (2003). Banking Efficiency in Transition Economies. Economics of Transition, 11(3):
569–592.
Zimkova, E. (2014). Technical efficiency and super-efficiency of the banking sector in
Slovakia. Procedia Economics and Finance 12, 780-787.

(Ahmad & Yahya, 2023)
Ahmad, S., & Yahya, M. H. (2023). Technical Efficiency of Bank Liquidity Creation For Malaysian Commercial Banks From 2011 to 2018. International Journal of Academic Research in Economics and Management Sciences, 12(3), 299–332.

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