Estimating Technical Efficiency and Bootstrapping Malmquist Indices: Analysis of Malaysian Preschool Sector
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Johnes, Geraint & Johnes, Jill, 1993.
"Measuring the Research Performance of UK Economics Departments: An Application of Data Envelopment Analysis,"
Oxford Economic Papers, Oxford University Press, vol. 45(2), pages 332-347, April.
- G. Johnes & J. Johnes, "undated". "Measuring the Research Performance of UK Economics Departments: An Application of Data Envelopment Analysis," Working Papers ec17/90, Department of Economics, University of Lancaster.
- Léopold Simar & Paul Wilson, 2000.
"Statistical Inference in Nonparametric Frontier Models: The State of the Art,"
Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
- Simar, L. & Wilson, P.W., 1999. "Statistical Inference in Nonparametric Frontier Models: the State of the Art," Papers 9904, Catholique de Louvain - Institut de statistique.
- Malcolm Abbott & Chris Doucouliagos, 2009.
"Competition and efficiency: overseas students and technical efficiency in Australian and New Zealand universities,"
Education Economics, Taylor & Francis Journals, vol. 17(1), pages 31-57.
- Doucouliagos, Chris (Hristos) & Abbott, Malcolm, 2007. "Competition and efficiency: overseas students and technical efficiency in Australian and New Zealand universities," Working Papers eco_2007_09, Deakin University, Department of Economics.
- Ray, Subhash C & Desli, Evangelia, 1997. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries: Comment," American Economic Review, American Economic Association, vol. 87(5), pages 1033-1039, December.
- Gerhard Kempkes & Carsten Pohl, 2010.
"The efficiency of German universities-some evidence from nonparametric and parametric methods,"
Applied Economics, Taylor & Francis Journals, vol. 42(16), pages 2063-2079.
- Gerhard Kempkes & Carsten Pohl, 2006. "The Efficiency of German Universities – Some Evidence from Non-Parametric and Parametric Methods," ifo Working Paper Series 36, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
- Kempkes, Gerhard & Pohl, Carsten, 2006. "The Efficiency of German Universities Some Evidence from Non-Parametric and Parametric Methods," Dresden Discussion Paper Series in Economics 08/06, Technische Universität Dresden, Faculty of Business and Economics, Department of Economics.
- Lokman I. Meho & Yvonne Rogers, 2008. "Citation counting, citation ranking, and h‐index of human‐computer interaction researchers: A comparison of Scopus and Web of Science," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 59(11), pages 1711-1726, September.
- Kneip, A & Park, B-U & Simar, L, 1996.
"A Note on the Convergence of Nonparametric DEA Efficiency Measures,"
Papers
9603, Catholique de Louvain - Institut de statistique.
- KNEIP, Alois & PARK, Byeong U. & SIMAR, Léopold, 1996. "A Note on the Convergence of Nonparametric DEA Efficiency Measures," LIDAM Discussion Papers CORE 1996039, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Colin Glass, J. & McCallion, Gillian & McKillop, Donal G. & Rasaratnam, Syamarlah & Stringer, Karl S., 2006. "Implications of variant efficiency measures for policy evaluations in UK higher education," Socio-Economic Planning Sciences, Elsevier, vol. 40(2), pages 119-142, June.
- Norris, Michael & Oppenheim, Charles, 2007. "Comparing alternatives to the Web of Science for coverage of the social sciences’ literature," Journal of Informetrics, Elsevier, vol. 1(2), pages 161-169.
- Worthington, Andrew C. & Lee, Boon L., 2008. "Efficiency, technology and productivity change in Australian universities, 1998-2003," Economics of Education Review, Elsevier, vol. 27(3), pages 285-298, June.
- Lokman I. Meho & Kiduk Yang, 2007. "Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholar," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(13), pages 2105-2125, November.
- Avkiran, Necmi K., 2001. "Investigating technical and scale efficiencies of Australian Universities through data envelopment analysis," Socio-Economic Planning Sciences, Elsevier, vol. 35(1), pages 57-80, March.
- C.A. Lovell, 2000. "Editor's Introduction," Journal of Productivity Analysis, Springer, vol. 13(1), pages 5-6, January.
- Kao, Chiang, 1994. "Evaluation of junior colleges of technology: The Taiwan case," European Journal of Operational Research, Elsevier, vol. 72(1), pages 43-51, January.
- Murat Cokgezen, 2009. "Technical efficiencies of faculties of economics in Turkey," Education Economics, Taylor & Francis Journals, vol. 17(1), pages 81-94.
- Wheelock, David C & Wilson, Paul W, 1999.
"Technical Progress, Inefficiency, and Productivity Change in U.S. Banking, 1984-1993,"
Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(2), pages 212-234, May.
- David C. Wheelock & Paul W. Wilson, 1996. "Technical progress, inefficiency and productivity change in U.S. banking, 1984-1993," Working Papers 1994-021, Federal Reserve Bank of St. Louis.
- Korhonen, Pekka & Tainio, Risto & Wallenius, Jyrki, 2001.
"Value efficiency analysis of academic research,"
European Journal of Operational Research, Elsevier, vol. 130(1), pages 121-132, April.
- P. Korhonen & R. Tainio & J. Wallenius, 1998. "Value Efficiency Analysis of Academic Research," Working Papers ir98032, International Institute for Applied Systems Analysis.
- Abbott, M. & Doucouliagos, C., 2003. "The efficiency of Australian universities: a data envelopment analysis," Economics of Education Review, Elsevier, vol. 22(1), pages 89-97, February.
- Tommaso Agasisti & Geraint Johnes, 2009. "Beyond frontiers: comparing the efficiency of higher education decision-making units across more than one country," Education Economics, Taylor & Francis Journals, vol. 17(1), pages 59-79.
- Simar, Leopold & Wilson, Paul W., 1999.
"Estimating and bootstrapping Malmquist indices,"
European Journal of Operational Research, Elsevier, vol. 115(3), pages 459-471, June.
- SIMAR, Léopold & WILSON, Paul, 1996. "Estimating and bootstrapping malmquist indices," LIDAM Discussion Papers CORE 1996060, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Post, Thierry & Spronk, Jaap, 1999. "Performance benchmarking using interactive data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 115(3), pages 472-487, June.
- Beasley, J. E., 1990. "Comparing university departments," Omega, Elsevier, vol. 18(2), pages 171-183.
- 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).
- Gilbert, R. Alton & Wilson, Paul W., 1998. "Effects of Deregulation on the Productivity of Korean Banks," Journal of Economics and Business, Elsevier, vol. 50(2), pages 133-155, March.
- Kelvin Balcombe & Sophia Davidova & Laure Latruffe, 2008.
"The use of bootstrapped Malmquist indices to reassess productivity change findings: an application to a sample of Polish farms,"
Applied Economics, Taylor & Francis Journals, vol. 40(16), pages 2055-2061.
- Balcombe, Kelvin George & Davidova, Sophia & Latruffe, Laure, 2006. "The Use of Bootstrapped Malmquist Indices to Reassess Productivity Change Findings: An Application to a Sample of Polish Farms," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25793, International Association of Agricultural Economists.
- Kelvin Balcombe & Sophia Davidova & Laure Latruffe, 2008. "The use of bootstrapped Malmquist indices to reassess productivity change findings: an application to a sample of Polish farms," Post-Print hal-00582014, HAL.
- Kelvin Balcombe & Sophia Davidova & Laure Latruffe, 2006. "The use of bootstrapped Malmquist indices to reassess productivity change findings: an application to a sample of Polish farms," Post-Print hal-02285586, HAL.
- Gary Madden & Scott Savage & Steven Kemp, 1997. "Measuring Public Sector Efficiency: A Study of Economics Departments at Australian Universities," Education Economics, Taylor & Francis Journals, vol. 5(2), pages 153-168.
- Loren Tauer & Harold Fried & William Fry, 2007. "Measuring Efficiencies of Academic Departments within a College," Education Economics, Taylor & Francis Journals, vol. 15(4), pages 473-489.
- Steve Bradley & Jill Johnes & Allan Little, 2010. "Measurement And Determinants Of Efficiency And Productivity In The Further Education Sector In England," Bulletin of Economic Research, Wiley Blackwell, vol. 62(1), pages 1-30, January.
- Johnes, Jill & Johnes, Geraint, 1995. "Research funding and performance in U.K. University Departments of Economics: A frontier analysis," Economics of Education Review, Elsevier, vol. 14(3), pages 301-314, September.
- Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
- Johnes, Jill, 2006. "Data envelopment analysis and its application to the measurement of efficiency in higher education," Economics of Education Review, Elsevier, vol. 25(3), pages 273-288, June.
- Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2013.
"Dynamics of productivity in higher education: cross-european evidence based on bootstrapped Malmquist indices,"
Journal of Productivity Analysis, Springer, vol. 40(1), pages 67-82, August.
- Aleksandra PARTEKA & Joanna WOLSZCZAK-DERLACZ, 2011. "Dynamics of productivity in higher education. Cross-European evidence based on bootstrapped Malmquist indices," Departmental Working Papers 2011-10, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
- A. Assaf, 2011. "A fresh look at the productivity and efficiency changes of UK airlines," Applied Economics, Taylor & Francis Journals, vol. 43(17), pages 2165-2175.
- C S Sarrico & R G Dyson, 2000. "Using DEA for planning in UK universities—an institutional perspective," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(7), pages 789-800, July.
- Nikias Sarafoglou & Kingsley E. Haynes, 1996. "University productivity in Sweden: a demonstration and explanatory analysis for economics and business programs," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 30(3), pages 285-304.
- Johnes, Jill, 2006. "Measuring teaching efficiency in higher education: An application of data envelopment analysis to economics graduates from UK Universities 1993," European Journal of Operational Research, Elsevier, vol. 174(1), pages 443-456, October.
- A. T. Flegg & D. O. Allen & K. Field & T. W. Thurlow, 2004. "Measuring the efficiency of British universities: a multi-period data envelopment analysis," Education Economics, Taylor & Francis Journals, vol. 12(3), pages 231-249.
- Ahn, Taesik & Charnes, Abraham & Cooper, William W., 1988. "Some statistical and DEA evaluations of relative efficiencies of public and private institutions of higher learning," Socio-Economic Planning Sciences, Elsevier, vol. 22(6), pages 259-269.
- Melville McMillan & Wing Chan, 2006. "University Efficiency: A Comparison and Consolidation of Results from Stochastic and Non-stochastic Methods," Education Economics, Taylor & Francis Journals, vol. 14(1), pages 1-30.
- Colbert, Amy & Levary, Reuven R. & Shaner, Michael C., 2000. "Determining the relative efficiency of MBA programs using DEA," European Journal of Operational Research, Elsevier, vol. 125(3), pages 656-669, September.
- Roger Carrington & Tim Coelli & D. S. Prasada Rao, 2005. "The Performance Of Australian Universities: Conceptual Issues And Preliminary Results," Economic Papers, The Economic Society of Australia, vol. 24(2), pages 145-163, June.
- Susanne Warning, 2004. "Performance Differences in German Higher Education: Empirical Analysis of Strategic Groups," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 24(4), pages 393-408, June.
- Geraint Johnes, 1995. "Scale and technical efficiency in the production of economic research," Applied Economics Letters, Taylor & Francis Journals, vol. 2(1), pages 7-11.
- Meng, Wei & Zhang, Daqun & Qi, Li & Liu, Wenbin, 2008. "Two-level DEA approaches in research evaluation," Omega, Elsevier, vol. 36(6), pages 950-957, December.
- Maks Tajnikar & Jasmina Debevec, 2008. "Funding system of full-time higher education and technical efficiency: case of the University of Ljubljana," Education Economics, Taylor & Francis Journals, vol. 16(3), pages 289-303.
- Fare, Rolf & Grosskopf, Shawna & Norris, Mary, 1997. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries: Reply," American Economic Review, American Economic Association, vol. 87(5), pages 1040-1043, December.
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.- Mad Ithnin Salleh & Shariffah Nur Illiana Syed Ismail & Nurul Fadly Habidin & Nor Azrin Md Latip, 2016. "Efficiency and Productivity Changes of the Malaysian Community Colleges," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 6(12), pages 407-424, December.
- Mehdi Rhaiem, 2017. "Measurement and determinants of academic research efficiency: a systematic review of the evidence," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(2), pages 581-615, February.
- Kristof De Witte & Laura López-Torres, 2017.
"Efficiency in education: a review of literature and a way forward,"
Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(4), pages 339-363, April.
- Kristof de Witte & Laura López-Torres, 2015. "Efficiency in Education. A Review of Literature and a Way Forward," Working Papers 1501, Departament Empresa, Universitat Autònoma de Barcelona, revised Apr 2015.
- Renato A. Villano & Carolyn‐Dung T. T. Tran, 2021. "Survey on technical efficiency in higher education: A meta‐fractional regression analysis," Pacific Economic Review, Wiley Blackwell, vol. 26(1), pages 110-135, February.
- Tzeremes, Nickolaos & Halkos, George, 2010. "A DEA approach for measuring university departments’ efficiency," MPRA Paper 24029, University Library of Munich, Germany.
- Amir Arjomandi & Mad Ithnin Salleh & Abbas Mohammadzadeh, 2015. "Measuring productivity change in higher education: an application of Hicks–Moorsteen total factor productivity index to Malaysian public universities," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 20(4), pages 630-643, October.
- George E. Halkos & Nickolaos G. Tzeremes & Stavros A. Kourtzidis, 2010. "An application of statistical interference in DEA models: An analysis of public owned university departments' efficiency," EERI Research Paper Series EERI_RP_2010_17, Economics and Econometrics Research Institute (EERI), Brussels.
- Cristian Barra & Roberto Zotti, 2016. "Measuring Efficiency in Higher Education: An Empirical Study Using a Bootstrapped Data Envelopment Analysis," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 22(1), pages 11-33, February.
- Joanna Wolszczak-Derlacz & Aleksandra Parteka, 2011. "Efficiency of European public higher education institutions: a two-stage multicountry approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 89(3), pages 887-917, December.
- Bergantino, Angela Stefania & Capozza, Claudia & Porcelli, Francesco, 2015.
"Hotelling competition and teaching efficiency of Italian university faculties. A semi-parametric analysis,"
MPRA Paper
62927, University Library of Munich, Germany.
- Angela Stefania Bergantino & Claudia Capozza & Francesco Porcelli, 2015. "Hotelling competition and teaching efficiency of Italian university faculties. A semi-parametric analysis," Working papers 26, Società Italiana di Economia Pubblica.
- Yaisawarng, Suthathip & Ng, Ying Chu, 2014. "The impact of higher education reform on research performance of Chinese universities," China Economic Review, Elsevier, vol. 31(C), pages 94-105.
- Agasisti, Tommaso & Barra, Cristian & Zotti, Roberto, 2016.
"Evaluating the efficiency of Italian public universities (2008–2011) in presence of (unobserved) heterogeneity,"
Socio-Economic Planning Sciences, Elsevier, vol. 55(C), pages 47-58.
- Tommaso Agasisti & Cristian Barra & Roberto Zotti, 2015. "Evaluating the efficiency of Italian public universities (2008-2011) in presence of (unobserved) heterogeneity," Working papers 34, Società Italiana di Economia Pubblica.
- Calogero Guccio & Marco Ferdinando Martorana & Isidoro Mazza, 2016. "Efficiency assessment and convergence in teaching and research in Italian public universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 107(3), pages 1063-1094, June.
- Martín Rivero, Raquel, 2007. "La eficiencia productiva en el ámbito universitario: aspectos claves para su evaluación/The Productive Efficiency in the University: Key Aspects for its Evaluation," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 25, pages 793-812, Diciembre.
- Arjomandi, Amir & Valadkhani, Abbas & Harvie, Charles, 2011. "Analysing Productivity Changes Using the Bootstrapped Malmquist Approach: The Case of the Iranian Banking Industry," MPRA Paper 50397, University Library of Munich, Germany.
- Aparicio, Juan & López-Torres, Laura & Santín, Daniel, 2018. "Economic crisis and public education. A productivity analysis using a Hicks-Moorsteen index," Economic Modelling, Elsevier, vol. 71(C), pages 34-44.
- Mehdi Rhaiem & Nabil Amara, 2020. "Determinants of research efficiency in Canadian business schools: evidence from scholar-level data," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(1), pages 53-99, October.
- G. Thomas Sav, 2013. "Effects of Financial Source Dependency on Public University Operating Efficiencies: Data Envelopment Single-Stage and Tobit Two-Stage Evaluations," Review of Economics & Finance, Better Advances Press, Canada, vol. 3, pages 63-73, February.
- Yang, Guo-liang & Fukuyama, Hirofumi & Song, Yao-yao, 2018. "Measuring the inefficiency of Chinese research universities based on a two-stage network DEA model," Journal of Informetrics, Elsevier, vol. 12(1), pages 10-30.
- George E. Halkos & Nickolaos G. Tzeremes & Stavros A. Kourtzidis, 2012. "Measuring Public Owned University Departments' Efficiency: A Bootstrapped DEA Approach," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 55(2), pages 1-24.
More about this item
Keywords
Technical Efficiency; Productivity Changes; Bootstrapped Malmquist; Preschool Sector;All these keywords.
Statistics
Access and download statisticsCorrections
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:hur:ijarbs:v:7:y:2017:i:3:p:440-457. 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: Hassan Danial Aslam (email available below). General contact details of provider: http://hrmars.com/index.php/pages/detail/IJARBSS .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.