References
- AbbottMDoucouliagosCA data envelopment analysis of the efficiency of Victorian TAFE institutesThe Australian Economic Review2002351556910.1111/1467-8462.00223
- AbbottMDoucouliagosCThe efficiency of Australian universities: A data envelopment analysisEconomics of Education Review2003221899710.1016/S0272-7757(01)00068-1
- AbbottMDoucouliagosCCompetition and efficiency: Overseas students and technical efficiency in Australian and New Zealand universitiesEducation Economics2009171315710.1080/09645290701773433
- AbramoGD’AngeloCAAssessing technical and cost efficiency of research activities: A case study of the Italian university systemResearch Evaluation2009181617010.3152/095820209X408869
- AfonsoAAubynMSCross-country efficiency of secondary education provision: A semi-parametric analysis with non-discretionary inputsEconomic Modelling200623347649110.1016/j.econmod.2006.02.003
- AgasistiTHow competition affects schools’ performances: Does specification matter?Economic Letters2011110325926110.1016/j.econlet.2010.11.035
- AgasistiTPerformances and spending efficiency in higher education: A European comparison through non-parametric approachesEducation Economics201119219922410.1080/09645290903094174
- AgasistiTThe efficiency of Italian secondary schools and the potential role of competition: A data envelopment analysis using OECD-PISA2006 dataEducation Economics201321552054410.1080/09645292.2010.511840
- AgasistiTThe efficiency of public spending on education: An empirical comparison of EU countriesEuropean Journal of Education201449454355710.1111/ejed.12069
- AgasistiTBonomiFBenchmarking universities’ efficiency indicators in the presence of internal heterogeneityStudies in Higher Education20143971237125510.1080/03075079.2013.801423
- AgasistiTCatalanoGLandoniPVergantiREvaluating the performance of academic departments: An analysis of research-related output efficiencyResearch Evaluation201221121410.1093/reseval/rvr001
- AgasistiTDal BiancoAData envelopment analysis of the Italian university system: Theoretical issues and policy implicationsInternational Journal of Business Performance Management20068434436710.1504/IJBPM.2006.009613
- AgasistiTDal BiancoAReforming the university sector: Effects on teaching efficiency—Evidence from ItalyHigher Education200957447749810.1007/s10734-008-9157-x
- AgasistiTDal BiancoALandoniPSalaASalernoMEvaluating the efficiency of research in academic departments: An empirical analysis in an Italian regionHigher Education Quarterly201165326728910.1111/j.1468-2273.2011.00489.x
- AgasistiTJohnesGBeyond frontiers: Comparing the efficiency of higher education decision-making units across more than one countryEducation Economics2009171597910.1080/09645290701523291
- AgasistiTJohnesGHeterogeneity and the evaluation of efficiency: The case of Italian universitiesApplied Economics201042111365137510.1080/00036840701721463
- AgasistiTJohnesGEfficiency, costs, rankings and heterogeneity: The case of US higher educationStudies in Higher Education2015401608210.1080/03075079.2013.818644
- AgasistiTPérez-EsparrellsCComparing efficiency in a cross-country perspective: The case of Italian and Spanish state universitiesHigher Education20105918510310.1007/s10734-009-9235-8
- AgasistiTSalernoCAssessing the cost efficiency of Italian universitiesEducation Economics200715445547110.1080/09645290701273491
- AignerDLovellCAKSchmidtPFormulation and estimation of stochastic frontier production modelsJournal of Econometrics197761213710.1016/0304-4076(77)90052-5
- AlexanderWRJHaugAAJaforullahMA two-stage double-bootstrap data envelopment analysis of efficiency differences of New Zealand secondary schoolsJournal of Productivity Analysis20103429911010.1007/s11123-010-0173-3
- AndersonTRDaimTULavoieFFMeasuring the efficiency of university technology transferTechnovation200727530631810.1016/j.technovation.2006.10.003
- AristovnikAICT expenditures and education outputs/outcomes in selected developed countries: An assessment of relative efficiencyCampus-Wide Information Systems201330322223010.1108/10650741311330401
- AristovnikAObadicAMeasuring relative efficiency of secondary education in selected EU and OECD countries: The case of Slovenia and CroatiaTechnological and Economic Development of Economy201420341943310.3846/20294913.2014.880085
- AthanassopoulosADShaleEAssessing the comparative efficiency of higher education institutions in the UK by means of data envelopment analysisEducation Economics19975211713410.1080/09645299700000011
- AvkiranNKInvestigating technical and scale efficiencies of Australian universities through data envelopment analysisSocio-Economic Planning Sciences2001351578010.1016/S0038-0121(00)00010-0
- BadinLDaraioCSimarLHow to measure the impact of environmental factors in a nonparametric production modelEuropean Journal of Operational Research2012223381883310.1016/j.ejor.2012.06.028
- BankerRDJanakiramanSNatarajanRAnalysis of trends in technical and allocative efficiency: An application to Texas public school districtsEuropean Journal of Operational Research2004154247749110.1016/S0377-2217(03)00183-8
- BarrowMMMeasuring local education authority a frontier approachEconomics of Education Review1991101192710.1016/0272-7757(91)90036-O
- BatesJMMeasuring predetermined socioeconomic ‘inputs’ when assessing the efficiency of educational outputsApplied Economics1997291859310.1080/000368497327434
- BatteseGECorraGSEstimation of a production frontier model: With applications to the pastoral zone of Eastern AustraliaAustralian Journal of Agricultural Economics197721316917910.1111/j.1467-8489.1977.tb00204.x
- BatteseGERaoDPO'DonnellCJA metafrontier production function for estimation of technical efficiencies and technology gaps for firms operating under different technologiesJournal of Productivity Analysis20042119110310.1023/B:PROD.0000012454.06094.29
- BayraktarETatogluEZaimSMeasuring the relative efficiency of quality management practices in Turkish public and private universitiesJournal of the Operational Research Society201364121810183010.1057/jors.2013.2
- BeasleyJEComparing university departmentsOMEGA, International Journal of Management Science199018217118310.1016/0305-0483(90)90064-G
- BeasleyJEDetermining teaching and research efficienciesJournal of the Operational Research Society199546444145210.1057/jors.1995.63
- BessentABessentWDetermining the comparative efficiency of schools through data envelopment analysisEducational Administration Quarterly1980162577510.1177/0013161X8001600207
- BessentABessentWKenningtonJReaganBAn application of mathematical programming to assess managerial efficiency in the Houston independent school districtManagement Science198228121355136710.1287/mnsc.28.12.1355
- BlackburnVBrennanSRuggieroJMeasuring efficiency in Australian schools: A preliminary analysisSocio-economic Planning Sciences20144814910.1016/j.seps.2013.08.002
- BonaccorsiADaraioCSimarLAdvanced indicators of productivity of universities. An application of robust nonparametric methods to Italian dataScientometrics200666238941010.1007/s11192-006-0028-x
- BonesrønningHRattsøJEfficiency variation among the Norwegian high schools: Consequences of equalization policyEconomics of Education Review199413428930410.1016/S0272-7757(05)80053-6
- BougnolMLDuláJHValidating DEA as a ranking tool: An application of DEA to assess performance in higher educationAnnals of Operation Research2006145133936510.1007/s10479-006-0039-2
- BradleySJohnesGMillingtonJThe effect of competition on the efficiency of secondary schools in EnglandEuropean Journal of Operational Research2001135354556810.1016/S0377-2217(00)00328-3
- BradleySJohnesJLittleAMeasurement and determinants of efficiency and productivity in the further education sector in EnglandBulletin of Economic Research201062113010.1111/j.1467-8586.2009.00309.x
- BrennanSHaelermansCRuggieroJNonparametric estimation of education productivity incorporating nondiscretionary inputs with an application to Dutch schoolsEuropean Journal of Operational Research2014234380981810.1016/j.ejor.2013.10.030
- BreuTMRaabRLEfficiency and perceived quality of the nation’s top 25 national universities and national liberal arts colleges: An application of data envelopment analysis to higher educationSocio-Economic Planning Sciences1994281334510.1016/0038-0121(94)90023-X
- BurneyNAJohnesJAl-EneziMAl-MusallamMThe efficiency of public schools: The case of KuwaitEducation Economics201321436037910.1080/09645292.2011.595580
- ButlerRJMonkDHThe cost of public schooling in New York State. The role of scale and efficiency in 1978–79Journal of Human Resources198520336138110.2307/145887
- CallanSJSanterreREThe production characteristics of local public education: A multiple product and input analysisSouthern Economic Journal199057246848010.2307/1060624
- CarpenterDMNollerSLMeasuring charter school efficiency: An early appraisalJournal of Education Finance201035449741510.1353/jef.0.0019
- CasuBThanassoulisEEvaluating cost efficiency in central administrative servicesOMEGA, International Journal of Management Science200634541742610.1016/j.omega.2004.07.020
- CavesDWChristensenLRDiewertWEThe economic theory of index numbers and the measurement of input, output, and productivityEconometrica19825061393141410.2307/1913388
- CazalsCFlorensJPSimarLNonparametric frontier estimation: A robust approachJournal of Econometrics2002106112510.1016/S0304-4076(01)00080-X
- ChakrabortyKBiswasBLewisWCMeasurement of technical efficiency in public education: A stochastic and nonstochastic production function approachSouthern Economic Journal200167488990510.2307/1061576
- ChalosPAn examination of budgetary inefficiency in education using data envelopment analysisFinancial Accountability & Management1997131556910.1111/1468-0408.00026
- ChalosPCherianJAn application of data envelopment analysis to public sector performance measurement and accountabilityJournal of Accounting and Public Policy199514214316010.1016/0278-4254(94)00015-S
- CharnesACooperWWRodhesEMeasuring the efficiency of decision making unitsEuropean Journal of Operational Research19782642944410.1016/0377-2217(78)90138-8
- CharnesACooperWWRodhesEEvaluating program and managerial efficiency: An application of data envelopment analysis to program follow throughManagement Science198127666869710.1287/mnsc.27.6.668
- CherchyeLDe WitteKOogheENicaiseIEfficiency and equity in private and public education: A nonparametric comparisonEuropean Journal of Operational Research2010202256357310.1016/j.ejor.2009.06.015
- Cherchye L, Perelman S and De Witte K (2015). An unified productivity-performance approach applied to secondary schools in the Netherlands. Leuven Economics of Education Research—KU Leuven. Mimeo.
- CherchyeLVanden AbeelePOn research efficiency. A micro-analysis of Dutch university research in economics and business managementResearch Policy200534449551610.1016/j.respol.2005.03.005
- CoelliTRaoDSPBatteseGAn Introduction to Efficiency and Productivity Analysis1998
- CokgezenMTechnical efficiencies of faculties of economics in TurkeyEducation Economics2009171819410.1080/09645290701761354
- ColbertALevaryRRShanerMCDetermining the relative efficiency of MBA programs using DEAEuropean Journal of Operational Research2000125365666910.1016/S0377-2217(99)00275-1
- ColemanJSEquality of Educational Opportunity1966
- Colin-GlassJMcCallionGMcKillopDGRasaratnamSStringerKBest-practice benchmarking in UK higher education: New nonparametric approaches using financial ratios and profit efficiency methodologiesApplied Economics200941224926710.1080/00036840600994278
- ConroySJArgueaNMAn estimation of technical efficiency for Florida public elementary schoolsEconomics of Education Review200827665566310.1016/j.econedurev.2007.08.002
- CooperSTCohnEEstimation of a frontier production function for the South Carolina educational processEconomics of Education Review199716331332710.1016/S0272-7757(96)00077-5
- Cordero-FerreraJMCrespo-CebadaEPedraja-ChaparroFSantín-GonzálezDExploring educational efficiency divergences across Spanish regions in PISA 2006Revista de Economía Aplicada2011193117145
- Cordero-FerreraJMPedraja-ChaparroFSalinas-JiménezJMeasuring efficiency in education: An analysis of different approaches for incorporating nondiscretionary inputsApplied Economics200840101323133910.1080/00036840600771346
- Cordero-FerreraJMPedraja-ChaparroFSantín-GonzálezDEnhancing the inclusion of non-discretionary inputs in DEAJournal of the Operational Research Society201061457458410.1057/jors.2008.189
- Cordero-FerreraJMSantínDSiciliaGTesting the accuracy of DEA estimates under endogeneity through a Monte Carlo simulationEuropean Journal of Operational Research2015244251151810.1016/j.ejor.2015.01.015
- Cordero-Ferrera JM, Santín D and Simancas R (2015). Assessing European primary school performance through a conditional nonparametric model. Journal of the Operational Research Society. 1–13. Advance online publication, 24 June 2015; doi:10.1057/jors.2015.42.
- Crespo-CebadaEPedraja-ChaparroFSantínDDoes school ownership matter? An unbiased efficiency comparison for regions of SpainJournal of Productivity Analysis201441115317210.1007/s11123-013-0338-y
- CubbinJZamaniHA comparison of performance indicators for training and enterprise councils in the UKAnnals of Public and Cooperative Economics199667460363210.1111/j.1467-8292.1996.tb01410.x
- DaneshvaryNClauretieTMEfficiency and costs in education: Year-round versus traditional schedulesEconomics of Education Review200120327928710.1016/S0272-7757(00)00010-8
- DaouiaASimarLNonparametric efficiency analysis: A multivariate conditional quantile approachJournal of Econometrics2007140237540010.1016/j.jeconom.2006.07.002
- DaraioCSimarLIntroducing environmental variables in nonparametric frontier models: A probabilistic approachJournal of Productivity Analysis20052419312110.1007/s11123-005-3042-8
- DaraioCSimarLA robust nonparametric approach to evaluate and explain the performance of mutual fundsEuropean Journal of Operational Research2006175151654210.1016/j.ejor.2005.06.010
- DaraioCSimarLAdvanced Robust and Nonparametric Methods in Efficiency Analysis. Methodology and Applications2007
- DaraioCSimarLConditional nonparametric frontier models for convex and non convex technologies: A unifying approachJournal of Productivity Analysis2007281133210.1007/s11123-007-0049-3
- DavutyanNDemirMPolatSAssessing the efficiency of Turkish secondary education: Heterogeneity, centralization, and scale diseconomiesSocio-economic Planning Sciences2010441354410.1016/j.seps.2009.06.002
- De WitteKHudrlikovaLWhat about excellence in teaching? A benevolent ranking of universitiesScientometrics201396133736410.1007/s11192-013-0971-2
- De WitteKKortelainenMWhat explains the performance of students in a heterogeneous environment? Conditional efficiency estimation with continuous and discrete environmental variablesApplied Economics201345172401241210.1080/00036846.2012.665602
- De WitteKRoggeNTo publish or not to publish? On the aggregation and drivers of research performanceScientometrics201085365768010.1007/s11192-010-0286-5
- De WitteKRoggeNAccounting for exogenous influences in performance evaluations of teachersEconomics of Education Review201130464165310.1016/j.econedurev.2011.02.002
- De WitteKRoggeNCherchyeLVan PuyenbroeckTEconomies of scope in research and teaching: A non-parametric investigationOMEGA, International Journal of Management Science201341230531410.1016/j.omega.2012.04.002
- De WitteKThanassoulisESimpsonGBattistiGCharlesworth-MayAAssessing pupil and school performance by non-parametric and parametric techniquesJournal of the Operational Research Society20106181124123710.1057/jors.2009.50
- DehnokhalajiAKorhonenPJKöksalanMNasrabadiNWalleniusJEfficiency analysis to incorporate interval-scale dataEuropean Journal of Operational Research201020721116112110.1016/j.ejor.2010.03.039
- DellerSCRudnickiEProduction efficiency in elementary education: The case of Maine public schoolsEconomics of Education Review1993121455710.1016/0272-7757(93)90042-F
- DemieFStrandSEnglish language acquisition and educational attainment at the end of secondary schoolEducational Studies200632221523110.1080/03055690600631119
- DenauxZSDeterminants of technical efficiency: Urban and rural public schools in the state of GeorgiaSouthwestern Economic Review2009261105115
- DeutschJDumasASilberJEstimating an educational production function for five countries of Latin America on the basis of the PISA dataEconomics of Education Review20133624526210.1016/j.econedurev.2013.07.005
- DiamondAMMedewitzJNUse of data envelopment analysis in an evaluation of the efficiency of the DEEP program for economic educationThe Journal of Economic Education199021333735410.1080/00220485.1990.10844680
- DoltonPMarcenaroODNavarroLThe effective use of student time: A stochastic frontier production function case studyEconomics of Education Review200322654756010.1016/S0272-7757(03)00027-X
- DuhRRChenKTLinRCKuoLCDo internal controls improve operating efficiency of universities?Annals of Operations Research2014221117319510.1007/s10479-011-0875-6
- DuncombeWMinerJRuggieroJEmpirical evaluation of bureaucratic models of inefficiencyPublic Choice199793111810.1023/A:1017910714756
- Easby J (2015). GCSE and equivalent attainment by pupil characteristics, 2013 to 2014. Department for Education, Sanctuary Buildings, Great Smith Street, London. dera.ioe.ac.uk/21976/1/SFR06_2015_Text.pdf.
- EffEAKleinCCKyleRIdentifying the best buys in US higher educationResearch in Higher Education201253886088710.1007/s11162-012-9259-2
- EmrouznejadAParkerBRTavaresGEvaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEASocio-economic Planning Sciences201042315115710.1016/j.seps.2007.07.002
- EmrouznejadAThanassoulisEA mathematical model for dynamic efficiency using data envelopment analysisApplied Mathematics and Computation2005160236337810.1016/j.amc.2003.09.026
- EngertFThe reporting of school district efficiency: The adequacy of ratio measuresPublic Budgeting and Financial Management199682247271
- EssidHOuellettePVigeantSMeasuring efficiency of Tunisian schools in the presence of quasi-fixed inputs: A bootstrap data envelopment analysis approachEconomics of Education Review201029458959610.1016/j.econedurev.2009.10.014
- EssidHOuellettePVigeantSSmall is not that beautiful after all: Measuring the scale efficiency of Tunisian high schools using a DEA-bootstrap methodApplied Economics20134591109112010.1080/00036846.2011.613795
- EssidHOuellettePVigeantSProductivity, efficiency, and technical change of Tunisian schools: A bootstrapped Malmquist approach with quasi-fixed inputsOMEGA, International Journal of Management Science2014421889710.1016/j.omega.2013.04.001
- Eurostat (2014). GDP per Capita, Consumption per Capita and Price Level Indices. Eurostat Statistics Explained, http://ec.europa.eu/eurostat/statistics-explained/index.php/GDP_per_capita,_consumption_per_capita_and_price_level_indices.
- FandelGOn the performance of universities in North Rhine-Westphalia, Germany: Government’s redistribution of funds judged using DEA efficiency measuresEuropean Journal of Operational Research2007176152153310.1016/j.ejor.2005.06.043
- FäreRGrosskopfSWeberWLMeasuring school district performancePublic Finance Review198917440942810.1177/109114218901700404
- FerraoMECoutoAPThe use of a school value-added model for educating improvement: A case study from the Portuguese primary education systemSchool Effectiveness and School Improvement201425117419010.1080/09243453.2013.785436
- FleggATAllenDOFieldKThurlowTWMeasuring the efficiency of British universities: A multi-period data envelopment analysisEducation Economics200412323124910.1080/0904529042000258590
- FriedHLovellCAKSchmidtSThe Measurement of Productive Efficiency and Productivity Growth2008
- FukuyamaHWeberWLEvaluating public school district performance via DEA gain functionsJournal of the Operational Research Society2002539992100310.1057/palgrave.jors.2601417
- GanleyJACubbinJSPublic Sector Efficiency Measurement: Applications of Data Envelopment Analysis1992
- GershbergAISchuermannTThe efficiency-equity trade-off of schooling outcomes: Public education expenditures and welfare in MexicoEconomics of Education Review2001201274010.1016/S0272-7757(99)00036-9
- GiménezVMMartínezJLCost efficiency in the university: A departmental evaluation modelEconomics of Education Review200625554355310.1016/j.econedurev.2005.05.006
- GiménezVMPriorDThiemeCTechnical efficiency, managerial efficiency and objective-setting in the educational system: An international comparisonJournal of the Operational Research Society2007588996100710.1057/palgrave.jors.2602213
- GreeneWReconsidering heterogeneity in panel data estimators of the stochastic frontier modelJournal of Econometrics2005126226930310.1016/j.jeconom.2004.05.003
- GronbergTJJansenDWTaylorLLThe relative efficiency of charter schools: A cost frontier approachEconomics of Education Review201231230231710.1016/j.econedurev.2011.07.001
- GrosskopfSHayesKTaylorLLThe relative efficiency of charter schoolsAnnals of Public and Cooperative Economics2009801678710.1111/j.1467-8292.2008.00381.x
- GrosskopfSHayesKTaylorLLEfficiency in education: Research and implicationsApplied Economic Perspectives and Policy201436217521010.1093/aepp/ppu007
- GrosskopfSHayesKTaylorLLWeberWLBudget-constrained frontier measures of fiscal equality and efficiency in schoolingThe Review of Economics and Statistics199779111612410.1162/003465397556458
- GrosskopfSHayesKTaylorLLWeberWLAnticipating the consequences of school reform: A new use of DEAManagement Science199945460862010.1287/mnsc.45.4.608
- GrosskopfSHayesKTaylorLLWeberWLOn the determinants of school district efficiency: Competition and monitoringJournal of Urban Economics200149345347810.1006/juec.2000.2201
- GrosskopfSMoutrayCEvaluating performance in Chicago public high schools in the wake of decentralizationEconomics of Education Review200120111410.1016/S0272-7757(99)00065-5
- HaelermansCBlankJLTIs a schools’ performance related to technical change? A study on the relationship between innovations and secondary school productivityComputers & Education201259388489210.1016/j.compedu.2012.03.027
- HaelermansCDe WitteKThe role of innovations in secondary school performance—Evidence from a conditional efficiency modelEuropean Journal of Operational Research2012223254154910.1016/j.ejor.2012.06.030
- HaelermansCDe WitteKBlankJLTOn the allocation of resources for secondary schoolsEconomics of Education Review201231557558610.1016/j.econedurev.2012.02.007
- HaelermansCRuggieroJEstimating technical and allocative efficiency in the public sector: A nonparametric analysis of Dutch schoolsEuropean Journal of Operational Research2013227117418110.1016/j.ejor.2012.12.004
- HakseverCMuragishiYMeasuring value in MBA programmesEducation Economics199861112510.1080/09645299800000002
- HanushekEAAssessing the effects of school resources on student performance: an updateEducational Evaluation and Policy Analysis19971921416410.3102/01623737019002141
- HanushekEAThe failure of input based schooling policiesThe Economic Journal2003113485F64F9810.1111/1468-0297.00099
- HanushekEALuqueJAEfficiency and equity in schools around the worldEconomics of Education Review200322548150210.1016/S0272-7757(03)00038-4
- HeshmatiAKumbhakarSCEfficiency of the primary and secondary schools in SwedenScandinavian Journal of Educational Research1997411335110.1080/0031383970410103
- HouckEARolleRAHeJExamining school district efficiency in GeorgiaJournal of Education Finance201035433135710.1353/jef.0.0022
- HuYZhangZLiangWEfficiency of primary schools in Beijing, China: An evaluation by data envelopment analysisInternational Journal of Educational Management20092313450
- IzadiHJohnesGOskrochiRCrouchleyRStochastic frontier estimation of a CES cost function: The case of higher education in BritainEconomics of Education Review2002211637110.1016/S0272-7757(00)00044-3
- JessonDMaystonDSmithPPerformance assessment in the education sector: Educational and economic perspectivesOxford Review of Education198713324926610.1080/0305498870130302
- JiménezEPaqueoVDo local contributions affect the efficiency of public primary schools?Economics of Education Review199615437738610.1016/S0272-7757(96)00029-5
- JohnesGEfficiency in English higher education institutions revisited: A network approachEconomics Bulletin201333426982706
- JohnesGJohnesJMeasuring the research performance of UK economics departments: An application of data envelopment analysisOxford Economic Papers199345233234710.1093/oxfordjournals.oep.a042095
- JohnesGJohnesJHigher education institutions’ costs and efficiency: Taking the decomposition a further stepEconomics of Education Review200928110711310.1016/j.econedurev.2008.02.001
- JohnesGJohnesJThanassoulisEAn analysis of costs in institutions of higher education in EnglandStudies on Higher Education200833552754910.1080/03075070802372901
- JohnesGSchwarzenbergerADifferences in cost structure and the evaluation of efficiency: The case of German universitiesEducation Economics201119548749910.1080/09645291003726442
- JohnesJPerformance assessment in higher education in BritainEuropean Journal of Operational Research1996891–2183310.1016/S0377-2217(96)90048-X
- JohnesJEfficiency measurementThe International Handbook on the Economics of Education2004613742
- JohnesJData envelopment analysis and its application to the measurement of efficiency in higher educationEconomics of Education Review200625327328810.1016/j.econedurev.2005.02.005
- JohnesJMeasuring efficiency: A comparison of multilevel modelling and data envelopment analysis in the context of higher educationBulleting of Economic Research20065827510410.1111/j.0307-3378.2006.00238.x
- JohnesJMeasuring teaching efficiency in higher education: An application of data envelopment analysis to economics graduates from UK universities 1993European Journal of Operational Research2006174144345610.1016/j.ejor.2005.02.044
- JohnesJEfficiency and productivity change in the English higher education sector from 1996/97 to 2004/5The Manchester School200876665367410.1111/j.1467-9957.2008.01087.x
- JohnesJEfficiency and mergers in English higher education 1996/97 to 2008/09: Parametric and non-parametric estimation of the multi-input multi-output distance functionThe Manchester School201482446548710.1111/manc.12030
- JohnesJOperational research in educationEuropean Journal of Operational Research.2015243368369610.1016/j.ejor.2014.10.043
- JohnesJBradleySLittleAEfficiency in the further education sector in EnglandOpen Journal of Statistics20122113114010.4236/ojs.2012.21015
- JohnesJJohnesGResearch funding and performance in U.K. university departments of economics: A frontier analysisEconomics of Education Review199514330131410.1016/0272-7757(95)00008-8
- JohnesJYuLMeasuring the research performance of Chinese higher education institutions using data envelopment analysisChina Economic Review200819467969610.1016/j.chieco.2008.08.004
- JohnsonALRuggieroJNonparametric measurement of productivity and efficiency in educationAnnals of Operations Research2014221119721010.1007/s10479-011-0880-9
- JoumadyORisCPerformance in European higher education: A non-parametric production frontier approachEducation Economics200513218920510.1080/09645290500031215
- KantabutraSUsing a DEA management tool through a nonparametric approach: An examination of urban-rural effects on Thai school efficiencyInternational Journal of Education Policy and Leadership200942114
- KantabutraSTangJCSEfficiency analysis of public universities in ThailandTertiary Education and Management2010161153310.1080/13583881003629798
- KaoCHungHTEfficiency analysis of university departments: An empirical studyOMEGA, International Journal of Management Science200836465366410.1016/j.omega.2006.02.003
- KaoCYangYCEvaluation of junior colleges of technology: The Taiwan caseEuropean Journal of Operational Research1992721435110.1016/0377-2217(94)90328-X
- KatharakiMKatharakisGA comparative assessment of Greek universities’ efficiency using quantitative analysisInternational Journal of Educational Research2010494–511512810.1016/j.ijer.2010.11.001
- KempkesGPohlCThe efficiency of German universities—Some evidence from nonparametric and parametric methodsApplied Economics201042162063207910.1080/00036840701765361
- KhaliliMCamanhoASPortelaMCASAlirezaeeMRThe measurement of relative efficiency using data envelopment analysis with assurance regions that link inputs and outputsEuropean Journal of Operational Research2010203376177010.1016/j.ejor.2009.09.002
- KiongPLNHooLSYongHTMahdiREvaluating school efficiency using data envelopment analysisSocial and Management Research Journal2005212947
- KirjavainenTEfficiency of Finnish general upper secondary schools: An application of stochastic frontier analysis with panel dataEducation Economics201220434336410.1080/09645292.2010.510862
- KirjavainenTLoikkanenHAEfficiency differences of Finnish senior secondary schools: An application of DEA and Tobit analysisEconomics of Education Review199817437739410.1016/S0272-7757(97)00048-4
- KocherMGLuptàcikMSutterMMeasuring productivity of research in economics. A cross-country study using DEASocio-economic Planning Sciences200640431433210.1016/j.seps.2005.04.001
- KoksalGNalcaciBThe relative efficiency of departments at a Turkish engineering college: A data envelopment analysisHigher Education200651217318910.1007/s10734-004-6380-y
- KongW-HFuT-TAssessing the performance of business colleges in Taiwan using data envelopment analysis and student based value-added performance indicatorsOMEGA, International Journal of Management Science201240554154910.1016/j.omega.2011.10.004
- KorhonenPTainioRWalleniusJValue efficiency analysis of academic researchEuropean Journal of Operational Research2001130112113210.1016/S0377-2217(00)00050-3
- KounetasKAnastasiouAMitropoulosPMitropoulosIDepartmental efficiency differences within a Greek university: An application of a DEA and Tobit analysisInternational Transactions in Operational Research201118554555910.1111/j.1475-3995.2011.00813.x
- KruegerABEconomic considerations and class sizeEconomic Journal2003113485F34F63
- KuahCTWongKYEfficiency assessment of universities through data envelopment analysisProcedia Computer Science2011349950610.1016/j.procs.2010.12.084
- KuoJ-SHoY-CThe cost efficiency impact of the university operation fund on public universities in TaiwanEconomics of Education Review200827560361210.1016/j.econedurev.2007.06.003
- LaraBMizalaARepettoAThe effectiveness of private voucher education?Educational Evaluation and Policy Analysis201133211913710.3102/0162373711402990
- LeeBLEfficiency of research performance of Australian universities: A reappraisal using a bootstrap truncated regression approachEconomic Analysis and Policy201141319520310.1016/S0313-5926(11)50032-3
- LenkeitJEffectiveness measures for cross-sectional studies: A comparison of value-added models and contextualised attainment modelsSchool Effectiveness and School Improvement2013241396310.1080/09243453.2012.680892
- LiuJSLuLYYLuWMLinBJYA survey of DEA applicationsOMEGA, International Journal of Management Science201341589390210.1016/j.omega.2012.11.004
- LovellCAKProduction frontiers and productive efficiencyThe Measurement of Productive Efficiency: Techniques and Applications1993
- LuY-HChenK-HAppraising the cost efficiency of higher technological and vocational education institutions in Taiwan using the metafrontier cost-function modelResearch in Higher Education201354662766310.1007/s11162-013-9292-9
- MaceJThe economics of education: A revisionist’s viewHigher Education Review19841633956
- MaddenGSavageSKempSMeasuring public sector efficiency: A study of economics departments at Australian universitiesEducation Economics19975215316810.1080/09645299700000013
- MainardesEAlvesHRaposoMUsing expectations and satisfaction to measure the frontiers of efficiency in public universitiesTertiary Education and Management201420433935310.1080/13583883.2014.978358
- MancebónMJBandrésEEfficiency evaluation in secondary schools: The key role of model specification and of ex post analysis of resultsEducation Economics19997213115210.1080/09645299900000012
- MancebónMJCaleroJChoiÁXiménez-de-EmbúnDPThe efficiency of public and publicly subsidized high schools in Spain: Evidence from PISA – 2006Journal of the Operational Research Society201263111516153310.1057/jors.2011.156
- MancebónMJMar-MolineroCMPerformance in primary schoolsJournal of the Operational Research Society200051784385410.1057/palgrave.jors.2600980
- MancebónMJMuñizMAPrivate versus public high schools in Spain: Disentangling managerial and programme efficienciesJournal of the Operational Research Society200859789290110.1057/palgrave.jors.2602427
- Mar-MolineroCOn the joint determination of efficiencies in a data envelopment analysis contextJournal of the Operational Research Society199647101273127910.1057/jors.1996.154
- MaystonDJEducational attainment and resource use: Mystery or econometric misspecification?Education Economics19964212714210.1080/09645299600000013
- MaystonDJMeasuring and managing educational performanceJournal of the Operational Research Society200354767969110.1057/palgrave.jors.2601576
- MaystonDJEffectiveness analysis of quality achievements for university departments of economicsApplied Economics201446313788379710.1080/00036846.2014.939373
- MaystonDJAnalysing the effectiveness of public service producers with endogenous resourcingJournal of Productivity Analysis201544111512610.1007/s11123-014-0428-5
- MaystonDJJessonDDeveloping models of educational accountabilityOxford Review of Education198814332133910.1080/0305498880140304
- McCartyTAYaisawarngSTechnical efficiency in New Jersey school districtsThe Measurement of Productive Efficiency1993
- McEwanPJCarnoyMThe effectiveness and efficiency of private schools in Chile’s voucher systemEducational Evaluation and Policy Analysis200022321323910.3102/01623737022003213
- McMillanMLChanWHUniversity efficiency: A comparison and consolidation of results from stochastic and non-stochastic methodsEducation Economics200614113010.1080/09645290500481857
- McMillanMLDattaDThe relative efficiencies of Canadian universities: A DEA perspectiveCanadian Public Policy199824448551110.2307/3552021
- MeeusenWvan den BroeckJEfficiency estimation from Cobb-Douglas production functions with composed errorInternational Economic Review197718243544410.2307/2525757
- MillimetDLCollierTEfficiency in public schools: Does competition matter?Journal of Econometrics2008145113415710.1016/j.jeconom.2008.05.001
- MisraKGrimesPWRogersKEDoes competition improve public school efficiency? A spatial analysisEconomics of Education Review20123161177119010.1016/j.econedurev.2012.08.001
- MizalaARomagueraPFarrenDThe technical efficiency of schools in ChileApplied Economics200234121533155210.1080/00036840110103256
- MizalaATorcheFBringing the schools back in: The stratification of educational achievement in the Chilean voucher system?International Journal of Educational Development201232113214410.1016/j.ijedudev.2010.09.004
- MonganCJSantínDValinoATowards the equality of educational opportunity in the province of Buenos AiresJournal of Policy Modelling201133458359610.1016/j.jpolmod.2011.03.008
- MontoneriBLinTTLeeC-CHuangS-LApplication of data envelopment analysis on the indicators contributing to learning and teaching performanceTeaching and Teacher Education: An International Journal of Research and Studies201228338239510.1016/j.tate.2011.11.006
- MorenoAATadepaliRAssessing academic department efficiency at a public universityManagerial and Decision Economics200223738539710.1002/mde.1075
- MortimorePSchool effectiveness research: Which way at the crossroads?School Effectiveness and School Improvement19912321322910.1080/0924345910020304
- MuñizMASeparating managerial inefficiency and external conditions in data envelopment analysisEuropean Journal of Operational Research2002143362564310.1016/S0377-2217(01)00344-7
- NaperLRTeacher hiring practices and educational efficiencyEconomics of Education Review201029465866810.1016/j.econedurev.2009.11.002
- NazarkoJSaparauskasJApplication of DEA method in efficiency evaluation of public higher education institutionsTechnological and Economic development of Economy2014201254410.3846/20294913.2014.837116
- OECD (2006). Higher education: Quality, equity and efficiency. In: Lafon V (ed). Programme on Institutional Management in Higher Education. OECD Publishing: France.
- OECD (2013). Education at a glance. OECD Indicators. OECD Publishing. http://dx.doi.org/10.1787/eag-2013-en.
- OliveiraMASantosCAssessing school efficiency in Portugal using FDH and bootstrappingApplied Economics200537895796810.1080/00036840500061095
- OuellettePVierstraeteVAn evaluation of the efficiency of Québec’s school boards using the data envelopment analysis methodApplied Economics200537141643165310.1080/00036840500173247
- OuellettePVierstraeteVMalmquist indexes with quasi-fixed inputs: An application to school districts in QuébecAnnals of Operations Research20101731577610.1007/s10479-008-0477-0
- PerelmanSSantínDMeasuring educational efficiency at student level with parametric stochastic distance functions: An application to Spanish PISA resultsEducation Economics2011191294910.1080/09645290802470475
- PerelmanSSantínDImposing monotonicity on outputs in parametric distance function estimationsApplied Economics201143304651466110.1080/00036846.2010.493141
- PodinovskiVVIsmailIBouzdine-ChameevaTZhangWCombining the assumptions of variable and constant returns to scale in the efficiency evaluation of secondary schoolsEuropean Journal of Operational Research2014239250451310.1016/j.ejor.2014.05.016
- PortelaMCASCamanhoASAnalysis of complementary methodologies for the estimation of school value addedJournal of the Operational Research Society20106171122113210.1057/jors.2009.85
- PortelaMCASCamanhoASBorgesDPerformance assessment of secondary schools: The snapshot of a country taken by DEAJournal of the Operational Research Society20126381098111510.1057/jors.2011.114
- PortelaMCASCamanhoASKeshvariAAssessing the evolution of school performance and value-added: Trends over four yearsJournal of Productivity Analysis201339111410.1007/s11123-012-0263-5
- PortelaMCASThanassoulisEDecomposing school and school-type efficiencyJournal of Productivity Analysis20011322357373
- PowellBAGillelandDSPearsonLCExpenditures, efficiency, and effectiveness in U.S. undergraduate higher education: A national benchmark modelThe Journal of Higher Education201283110212710.1353/jhe.2012.0005
- PrimontDFDomazlickyBStudent achievement and efficiency in Missouri schools and the No Child Left Behind ActEconomics of Education Review2006251779010.1016/j.econedurev.2004.11.002
- PsacharopoulosGEconomics of education: A research agendaEconomics of Education Review199615433934410.1016/S0272-7757(96)00025-8
- Rassouli-CurrierSAssessing the efficiency of Oklahoma public schools: A data envelopment analysisSouthwestern Economic Review2007341131144
- RaySCResource-use efficiency in public schools: A study of Connecticut dataManagement Science199137121620162810.1287/mnsc.37.12.1620
- RaySCJeonYReputation and efficiency: A non-parametric assessment of America’s top-rated MBA programsEuropean Journal of Operational Research2008189124526810.1016/j.ejor.2007.03.045
- RaySCMukherjeeKQuantity, quality, and efficiency for a partially super-additive cost function: Connecticut public schools revisitedJournal of Productivity Analysis1998101476210.1023/A:1018322023051
- RayeniMMSaljooghiFHNetwork data envelopment analysis model for estimating efficiency and productivity in universitiesJournal of Computer Science20106111252125710.3844/jcssp.2010.1252.1257
- ReynoldsDFailure Free Education? The Past, Present and Future of School Effectiveness and School Improvement2010
- ReynoldsDCreemersBPMStringfieldSTeddlieCSchafferENesselrodtPSAdvances in School Effectiveness Research and Practice1994
- RobstJCost efficiency in public higher education institutionsThe Journal of Higher Education200172673075010.2307/2672901
- RuggieroJOn the measurement of technical efficiency in the public sectorEuropean Journal of Operational Research199690355356510.1016/0377-2217(94)00346-7
- RuggieroJEfficiency of educational production: An analysis of New York school districtsReview of Economics and Statistics199678349950910.2307/2109797
- RuggieroJNonparametric analysis of educational costsEuropean Journal of Operational Research1999119360561210.1016/S0377-2217(98)00351-8
- RuggieroJNonparametric estimation of returns to scale in the public sector with an application to the provision of educational servicesJournal of the Operational Research Society200051890691210.1057/palgrave.jors.2600051
- RuggieroJPerformance evaluation when non-discretionary factors correlate with technical efficiencyEuropean Journal of Operational Research2004159125025710.1016/S0377-2217(03)00403-X
- RuggieroJImpact assessment of input omission on DEAInternational Journal of Information Technology & Decision Making200540335936810.1142/S021962200500160X
- RuggieroJMeasuring the cost of meeting minimum educational standards: An application of data envelopment analysisEducation Economics200715111310.1080/09645290601133845
- RuggieroJBretschneiderSThe weighted Russell measure of technical efficiencyEuropean Journal of Operational Research1998108243845110.1016/S0377-2217(97)00150-1
- RuggieroJDuncombeWMinerJOn the measurement and causes of technical inefficiency in local public services: With an application to public educationJournal of Public Administration Research and Theory199554403428
- RuggieroJVitalianoDFAssessing the efficiency of public schools using data envelopment analysis and frontier regressionContemporary Economic Policy199917332133110.1111/j.1465-7287.1999.tb00685.x
- SantínDSiciliaGThe Teacher Effect: An Efficiency Analysis from a Natural Experiment in Spanish Primary Schools. Workshop on Efficiency in Education2014
- SarricoCSDysonRGUsing DEA for planning in UK universitiesJournal of the Operational Research Society2000517789800
- SarricoCSRosaMCoelhoIThe performance of Portuguese secondary schools: An exploratory studyQuality Assurance in Education201018428630310.1108/09684881011079143
- SarricoCSRosaMJMeasuring and comparing the performance of Portuguese secondary schools: A confrontation between metric and practice benchmarkingInternational Journal of Productivity and Performance Management200958876778610.1108/17410400911000408
- SenguptaJKProduction frontier estimation to measure efficiency: A critical evaluation in light of data envelopment analysisManagerial and Decision Economics198782939910.1002/mde.4090080203
- SenguptaJKSfeirREProduction frontier estimates of scale in public schools in CaliforniaEconomics of Education Review19865329730710.1016/0272-7757(86)90081-6
- SenguptaJKSfeirREEfficiency measurement by data envelopment analysis with econometric applicationsApplied Economics198820328529310.1080/00036848800000042
- SextonTRComunaleCLGaraSCEfficiency-based funding for public four-year colleges and universitiesEducation Finance and Policy20127333135910.1162/EDFP_a_00070
- SimarLWilsonPWEstimation and inference in two-stage, semi-parametric models of production processesJournal of Econometrics20071361316410.1016/j.jeconom.2005.07.009
- Sinuany-SternZMehrezABarboyAAcademic departments efficiency via DEAComputers & Operations Research199421554355610.1016/0305-0548(94)90103-1
- SmithPMaystonDMeasuring efficiency in the public sectorOMEGA, International Journal of Management Science198715319118910.1016/0305-0483(87)90068-5
- StevensPAA stochastic frontier analysis of English and Welsh universitiesEducation Economics200513435537410.1080/09645290500251581
- TauerLWFriedHOFryWEMeasuring efficiencies of academic departments within a collegeEducation Economics200715447348910.1080/09645290701419516
- TaylorJJohnesJAn evaluation of performance indicators based upon the first destination of university graduatesStudies in Higher Education198914220121710.1080/03075078912331377516
- TeddlieCThe legacy of the school effectiveness research traditionThe Second International Handbook of Educational Change2010
- TeddlieCReynoldsDThe International Handbook of School Effectiveness Research2000
- ThanassoulisEAltering the bias in differential school effectiveness using data envelopment analysisJournal of the Operational Research Society19964788289410.1057/jors.1996.114
- ThanassoulisESetting achievements targets for school childrenEducation Economics19997210111910.1080/09645299900000010
- ThanassoulisEDunstanPGuiding schools to improved performance using data envelopment analysis: An illustration with data from a local education authorityJournal of the Operational Research Society199445111247126210.1057/jors.1994.198
- ThanassoulisEKortelainenMJohnesGJohnesJCosts and efficiency of higher education institutions in England: A DEA analysisJournal of the Operational Research Society20116271282129710.1057/jors.2010.68
- ThanassoulisEPortelaMCASSchool outcomes: Sharing the responsibility between pupil and school?Education Economics200210218320710.1080/09645290210126913
- ThiemeCGiménezVPriorDA comparative analysis of the efficiency of national education systemsAsia Pacific Education Review201213111510.1007/s12564-011-9177-6
- ThiemeCPriorDTortosa-AusinaEA multilevel decomposition of school performance using robust nonparametric frontier techniquesEconomics of Education Review201332110412110.1016/j.econedurev.2012.08.002
- ThursbyJGWhat do we say about ourselves and what does it mean? Yet another look at economics department researchJournal of Economic Literature200038238340410.1257/jel.38.2.383
- TimmermansACDoolaardSde WolfIConceptual and empirical differences among various value-added models for accountabilitySchool Effectiveness and School Improvement201122439341310.1080/09243453.2011.590704
- TitusMAUnderstanding college degree completion of students with low socioeconomic status: The influence of the institutional financial contextResearch in Higher Education200647437139810.1007/s11162-005-9000-5
- TochkovKNenovskyNTochkovKUniversity efficiency and public funding for higher education in BulgariaPost-communist Economies201224451753410.1080/14631377.2012.729306
- TsionasEGStochastic frontier models with random coefficientsJournal of Applied Econometrics200217212714710.1002/jae.637
- TyagiPYadavSPSinghSPRelative performance of academic departments using DEA with sensitivity analysisEvaluation and Program Planning200932216817710.1016/j.evalprogplan.2008.10.002
- Van KlaverenCDe WitteKHow are teachers teaching? A nonparametric approachEducation Economics201422132310.1080/09645292.2011.560448
- WaldoSOn the use of student data in efficiency analysis—Technical efficiency in Swedish upper secondary schoolEconomics of Education Review200726217318510.1016/j.econedurev.2005.06.005
- WaldoSEfficiency in Swedish public education: Competition and voter monitoringEducation Economics200715223125110.1080/09645290701263195
- WangSAdaptive non-parametric efficiency frontier analysis: A neural-network-based modelComputers & Operations Research200330227929510.1016/S0305-0548(01)00095-8
- Wolszczak-DerlaczJPartekaAEfficiency of European public higher education institutions: A two-stage multicountry approachScientometrics201189388791710.1007/s11192-011-0484-9
- WorthingtonACAn empirical survey of frontier efficiency measurement techniques in educationEducation Economics20019324526810.1080/09645290110086126
- WorthingtonACLeeBLEfficiency, technology and productivity change in Australian universities, 1998–2003Economics of Education Review200827328529810.1016/j.econedurev.2006.09.012
- YingCNSungKLMeasuring the research performance of Chinese higher education institutions: An application of data envelopment analysisEducation Economics20008213915610.1080/096452900410712
- ZoghbiACRochaFMattosEEducation production efficiency: Evidence from Brazilian universitiesEconomic Modelling20133119410310.1016/j.econmod.2012.11.018