Universities’ efficiency and the socioeconomic characteristics of their environment — Evidence from an empirical analysis
Author
Abstract
Suggested Citation
DOI: 10.1016/j.seps.2022.101445
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Tommaso Agasisti & Cristian Barra & Roberto Zotti, 2019.
"Research, knowledge transfer, and innovation: The effect of Italian universities’ efficiency on local economic development 2006−2012,"
Journal of Regional Science, Wiley Blackwell, vol. 59(5), pages 819-849, November.
- Tommaso Agasisti & Cristian Barra & Roberto Zotti, 2017. "Research, knowledge transfer and innovation: the effect of Italian universities’ efficiency on the local economic development 2006-2012," Working papers 60, Società Italiana di Economia Pubblica.
- Cinzia Daraio & Léopold Simar & Paul W. Wilson, 2020.
"Fast and efficient computation of directional distance estimators,"
Annals of Operations Research, Springer, vol. 288(2), pages 805-835, May.
- Cinzia Daraio & Léopold Simar & Paul W. Wilson, 2018. "Fast and Efficient Computation of Directional Distance Estimators," DIAG Technical Reports 2018-05, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
- Daraio, Cinzia & Simar, Leopold & Wilson, Paul W., 2019. "Fast and efficient computation of directional distance estimators," LIDAM Reprints ISBA 2019022, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Daraio, Cinzia & Simar, Leopold & Wilson, Paul, 2018. "Fast and Efficient Computation of Directional Distance Estimators," LIDAM Discussion Papers ISBA 2018017, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Cinzia Daraio & Leopold Simar & Paul W. Wilson, 2018. "Fast and Efficient Computation of Directional Distance Estimators," LEM Papers Series 2018/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Daria Zinchenko & Alexey Egorov, 2019. "Efficiency Modeling of Russian Universities," HSE Economic Journal, National Research University Higher School of Economics, vol. 23(1), pages 143-172.
- Bădin, Luiza & Daraio, Cinzia & Simar, Léopold, 2019.
"A bootstrap approach for bandwidth selection in estimating conditional efficiency measures,"
European Journal of Operational Research, Elsevier, vol. 277(2), pages 784-797.
- Luiza Badin & Cinzia Daraio & Léopold Simar, 2018. "A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures," DIAG Technical Reports 2018-02, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
- Badin, Luiza & Daraio, Cinzia & Simar, Leopold, 2019. "A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures," LIDAM Reprints ISBA 2019013, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Badin, Luiza & Daraio, Cinzia & Simar, Leopold, 2018. "A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures," LIDAM Discussion Papers ISBA 2018007, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Daraio, Cinzia & Simar, Léopold, 2014.
"Directional distances and their robust versions: Computational and testing issues,"
European Journal of Operational Research, Elsevier, vol. 237(1), pages 358-369.
- Daraio, Cinzia & Simar, Leopold, 2013. "Directional Distances and their Robust versions: Computational and Testing Issues," LIDAM Discussion Papers ISBA 2013038, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Cinzia Daraio & Leopold Simar, 2013. "Directional Distances and their Robust versions. Computational and Testing Issues," DIAG Technical Reports 2013-11, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
- Daraio, Cinzia & Simar, Leopold, 2014. "Directional distances and their robust versions: Computational and testing issues," LIDAM Reprints ISBA 2014012, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Daraio, Cinzia & Bonaccorsi, Andrea & Simar, Léopold, 2015.
"Rankings and university performance: A conditional multidimensional approach,"
European Journal of Operational Research, Elsevier, vol. 244(3), pages 918-930.
- Cinzia Daraio & Andrea Bonaccorsi & Leopold Simar, 2014. "Rankings and university performance: a conditional multidimensional approach," DIAG Technical Reports 2014-09, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
- Daraio, Cinzia & Bonaccorsi, Andrea & Simar, Leopold, 2015. "Rankings and university performance: A conditional multidimensional approach," LIDAM Reprints ISBA 2015009, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Daraio, Cinzia & Bonaccorsi, Andrea & Simar, Leopold, 2014. "Rankings and university performance: a conditional multidimensional approach," LIDAM Discussion Papers ISBA 2014025, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Rothschild, Michael & White, Lawrence J, 1995. "The Analytics of the Pricing of Higher Education and Other Services in Which the Customers Are Inputs," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 573-586, June.
- Tommaso Agasisti & Carsten Pohl, 2012. "Comparing German and Italian Public Universities: Convergence or Divergence in the Higher Education Landscape?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 33, pages 71-85, March.
- Cinzia Daraio & Léopold Simar, 2005.
"Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach,"
Journal of Productivity Analysis, Springer, vol. 24(1), pages 93-121, September.
- Cinzia Daraio & Leopold Simar, 2003. "Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach," LEM Papers Series 2003/17, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Yu, Chunyan, 1998. "The effects of exogenous variables in efficiency measurement--A monte carlo study," European Journal of Operational Research, Elsevier, vol. 105(3), pages 569-580, March.
- Andrea Bonaccorsi & Cinzia Daraio & Léopold Simar, 2006. "Advanced indicators of productivity of universitiesAn application of robust nonparametric methods to Italian data," Scientometrics, Springer;Akadémiai Kiadó, vol. 66(2), pages 389-410, February.
- Badin, Luiza & Daraio, Cinzia & Simar, Léopold, 2010.
"Optimal bandwidth selection for conditional efficiency measures: A data-driven approach,"
European Journal of Operational Research, Elsevier, vol. 201(2), pages 633-640, March.
- Luiza Badin & Cinzia Daraio & Léopold Simar, 2008. "Optimal Bandwidth Selection for Conditional Efficiency Measures: a Data-driven Approach," LEM Papers Series 2008/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Badin, Luiza & Daraio, Cinzia & Simar, Leopold, 2010. "Optimal bandwidth selection for conditional efficiency measures: A data-driven approach," LIDAM Reprints ISBA 2010003, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- 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.
- 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.
- Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
- 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.
- Cohn, Elchanan & Rhine, Sherrie L W & Santos, Maria C, 1989. "Institutions of Higher Education as Multi-product Firms: Economies of Scale and Scope," The Review of Economics and Statistics, MIT Press, vol. 71(2), pages 284-290, May.
- 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.
- Kristof De Witte & Mika Kortelainen, 2013. "What explains the performance of students in a heterogeneous environment? Conditional efficiency estimation with continuous and discrete environmental variables," Applied Economics, Taylor & Francis Journals, vol. 45(17), pages 2401-2412, June.
- Caroline M. Hoxby, 2009.
"The Changing Selectivity of American Colleges,"
Journal of Economic Perspectives, American Economic Association, vol. 23(4), pages 95-118, Fall.
- Caroline M. Hoxby, 2009. "The Changing Selectivity of American Colleges," NBER Working Papers 15446, National Bureau of Economic Research, Inc.
- Li, Qi & Racine, Jeffrey S, 2008. "Nonparametric Estimation of Conditional CDF and Quantile Functions With Mixed Categorical and Continuous Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 423-434.
- Haelermans, Carla & De Witte, Kristof, 2012. "The role of innovations in secondary school performance – Evidence from a conditional efficiency model," European Journal of Operational Research, Elsevier, vol. 223(2), pages 541-549.
- 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.
- 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.
- Racine, Jeff, 1997. "Consistent Significance Testing for Nonparametric Regression," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(3), pages 369-378, July.
- Dyson, R. G. & Allen, R. & Camanho, A. S. & Podinovski, V. V. & Sarrico, C. S. & Shale, E. A., 2001. "Pitfalls and protocols in DEA," European Journal of Operational Research, Elsevier, vol. 132(2), pages 245-259, July.
- Daraio, Cinzia & Simar, Léopold & Wilson, Paul W., 2021.
"Quality as a latent heterogeneity factor in the efficiency of universities,"
Economic Modelling, Elsevier, vol. 99(C).
- Daraio, Cinzia & Simar, Léopold & Wilson, Paul W., 2021. "Quality as a Latent Heterogeneity Factor in the Efficiency of Universities," LIDAM Reprints ISBA 2021011, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
- Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- E. Marrocu & R. Paci, 2024. "The influence of regional contextual factors on public university efficiency in Italy," Working Paper CRENoS 202424, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
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.- Tommaso Agasisti & Aleksei Egorov & Pavel Serebrennikov, 2020. "How Do The Characteristics Of The Environment Influence University Efficiency? Evidence From A Conditional Efficiency Approach," HSE Working papers WP BRP 238/EC/2020, National Research University Higher School of Economics.
- 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.
- Herberholz, Lars & Wigger, Berthold U., 2021. "Efficiency of European universities: A comparison of peers," Research Policy, Elsevier, vol. 50(9).
- 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.
- Daraio, Cinzia & Simar, Léopold & Wilson, Paul W., 2021.
"Quality as a latent heterogeneity factor in the efficiency of universities,"
Economic Modelling, Elsevier, vol. 99(C).
- Daraio, Cinzia & Simar, Léopold & Wilson, Paul W., 2021. "Quality as a Latent Heterogeneity Factor in the Efficiency of Universities," LIDAM Reprints ISBA 2021011, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Cordero, José Manuel & Alonso-Morán, Edurne & Nuño-Solinis, Roberto & Orueta, Juan F. & Arce, Regina Sauto, 2015. "Efficiency assessment of primary care providers: A conditional nonparametric approach," European Journal of Operational Research, Elsevier, vol. 240(1), pages 235-244.
- Yunguo Lu & Lin Zhang, 2023. "Environmental information disclosure and firm production: evidence from the estimated efficiency of publicly listed firms in China," Journal of Productivity Analysis, Springer, vol. 59(1), pages 99-119, February.
- Cordero Ferrera, Jose Manuel & Alonso Morán, Edurne & Nuño Solís, Roberto & Orueta, Juan F. & Souto Arce, Regina, 2013. "Efficiency assessment of primary care providers: A conditional nonparametric approach," MPRA Paper 51926, University Library of Munich, Germany.
- Cordero, José Manuel & Salinas-Jiménez, Javier & Salinas-Jiménez, M Mar, 2017. "Exploring factors affecting the level of happiness across countries: A conditional robust nonparametric frontier analysis," European Journal of Operational Research, Elsevier, vol. 256(2), pages 663-672.
- Polemis, Michael L. & Tzeremes, Nickolaos G., 2019. "Competitive conditions and sectors’ productive efficiency: A conditional non-parametric frontier analysis," European Journal of Operational Research, Elsevier, vol. 276(3), pages 1104-1118.
- Lars Herberholz & Berthold U. Wigger, 2020. "Efficiency of European Universities: A Comparison of Peers," CESifo Working Paper Series 8044, CESifo.
- José Manuel Cordero & Cristina Polo & Daniel Santín & Gabriela Sicilia, 2016. "Monte-Carlo Comparison of Conditional Nonparametric Methods and Traditional Approaches to Include Exogenous Variables," Pacific Economic Review, Wiley Blackwell, vol. 21(4), pages 483-497, October.
- 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.
- López-Torres, Laura & Prior, Diego, 2022. "Long-term efficiency of public service provision in a context of budget restrictions. An application to the education sector," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
- 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.
- De la Cruz, Marco & Mergoni, Anna, 2024. "Assessing the performance of Peruvian education system from a governance perspective," Socio-Economic Planning Sciences, Elsevier, vol. 93(C).
- Bădin, Luiza & Daraio, Cinzia & Simar, Léopold, 2019.
"A bootstrap approach for bandwidth selection in estimating conditional efficiency measures,"
European Journal of Operational Research, Elsevier, vol. 277(2), pages 784-797.
- Luiza Badin & Cinzia Daraio & Léopold Simar, 2018. "A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures," DIAG Technical Reports 2018-02, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
- Badin, Luiza & Daraio, Cinzia & Simar, Leopold, 2019. "A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures," LIDAM Reprints ISBA 2019013, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Badin, Luiza & Daraio, Cinzia & Simar, Leopold, 2018. "A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures," LIDAM Discussion Papers ISBA 2018007, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Fritz Schiltz & Kristof Witte & Deni Mazrekaj, 2020. "Managerial efficiency and efficiency differentials in adult education: a conditional and bias-corrected efficiency analysis," Annals of Operations Research, Springer, vol. 288(2), pages 529-546, May.
- Amir Moradi-Motlagh & Ali Emrouznejad, 2022. "The origins and development of statistical approaches in non-parametric frontier models: a survey of the first two decades of scholarly literature (1998–2020)," Annals of Operations Research, Springer, vol. 318(1), pages 713-741, November.
- Léopold Simar & Paul W. Wilson, 2015.
"Statistical Approaches for Non-parametric Frontier Models: A Guided Tour,"
International Statistical Review, International Statistical Institute, vol. 83(1), pages 77-110, April.
- Simar, Leopold & Wilson, Paul, 2013. "Statistical Approaches for Nonparametric Frontier Models: A Guided Tour," LIDAM Discussion Papers ISBA 2013047, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Simar, Leopold & Wilson, Paul, 2015. "Statistical Approaches for Nonparametric Frontier Models: A Guided Tour," LIDAM Reprints ISBA 2015022, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
More about this item
Keywords
Universities; Conditional efficiency; Order-m; DEA; Exogenous variables;All these keywords.
JEL classification:
- C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
- I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
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:eee:soceps:v:85:y:2023:i:c:s0038012122002464. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/seps .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.