{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T07:04:09Z","timestamp":1779260649837,"version":"3.51.4"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2018,6,14]],"date-time":"2018-06-14T00:00:00Z","timestamp":1528934400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001824","name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky","doi-asserted-by":"publisher","award":["P402\/12\/G097"],"award-info":[{"award-number":["P402\/12\/G097"]}],"id":[{"id":"10.13039\/501100001824","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cent Eur J Oper Res"],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1007\/s10100-018-0559-2","type":"journal-article","created":{"date-parts":[[2018,6,14]],"date-time":"2018-06-14T08:00:05Z","timestamp":1528963205000},"page":"933-950","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Are economically advanced countries more efficient in basic and applied research?"],"prefix":"10.1007","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0416-0434","authenticated-orcid":false,"given":"Vladim\u00edr","family":"Hol\u00fd","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3108-6540","authenticated-orcid":false,"given":"Karel","family":"\u0160afr","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,6,14]]},"reference":[{"issue":"10","key":"559_CR1","doi-asserted-by":"publisher","first-page":"1261","DOI":"10.2307\/2632964","volume":"39","author":"P Andersen","year":"1993","unstructured":"Andersen P, Petersen NC (1993) A procedure for ranking efficient units in data envelopment analysis. Manag Sci 39(10):1261\u20131264. \n                    https:\/\/doi.org\/10.2307\/2632964","journal-title":"Manag Sci"},{"issue":"5","key":"559_CR2","doi-asserted-by":"publisher","first-page":"832","DOI":"10.3846\/16111699.2011.620167","volume":"13","author":"A Aristovnik","year":"2012","unstructured":"Aristovnik A (2012) The relative efficiency of education and R&D expenditures in the new EU member states. J Bus Econ Manag 13(5):832\u2013848. \n                    https:\/\/doi.org\/10.3846\/16111699.2011.620167","journal-title":"J Bus Econ Manag"},{"key":"559_CR3","volume-title":"Econometric analysis of panel data","author":"BH Baltagi","year":"2013","unstructured":"Baltagi BH (2013) Econometric analysis of panel data, 5th edn. Wiley, Chichester","edition":"5"},{"issue":"9","key":"559_CR4","doi-asserted-by":"publisher","first-page":"1078","DOI":"10.1287\/mnsc.30.9.1078","volume":"30","author":"RD Banker","year":"1984","unstructured":"Banker RD, Charnes A, Cooper WW (1984) Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manag Sci 30(9):1078\u20131092. \n                    https:\/\/doi.org\/10.1287\/mnsc.30.9.1078","journal-title":"Manag Sci"},{"issue":"1","key":"559_CR5","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/s10479-015-1980-8","volume":"250","author":"RD Banker","year":"2017","unstructured":"Banker RD, Chang H, Zheng Z (2017) On the use of super-efficiency procedures for ranking efficient units and identifying outliers. Ann Oper Res 250(1):21\u201335. \n                    https:\/\/doi.org\/10.1007\/s10479-015-1980-8","journal-title":"Ann Oper Res"},{"issue":"10","key":"559_CR6","doi-asserted-by":"publisher","first-page":"1143","DOI":"10.1080\/09537325.2015.1060313","volume":"27","author":"J Berbegal-Mirabent","year":"2015","unstructured":"Berbegal-Mirabent J, Sabate F (2015) Balancing basic and applied research outputs: a study of the trade-offs between publishing and patenting. Technol Anal Strateg Manag 27(10):1143\u20131158. \n                    https:\/\/doi.org\/10.1080\/09537325.2015.1060313","journal-title":"Technol Anal Strateg Manag"},{"issue":"6","key":"559_CR7","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1016\/0377-2217(78)90138-8","volume":"2","author":"A Charnes","year":"1978","unstructured":"Charnes A, Cooper WW, Rhodes E (1978) Measuring the efficiency of decision making units. Eur J Oper Res 2(6):429\u2013444. \n                    https:\/\/doi.org\/10.1016\/0377-2217(78)90138-8","journal-title":"Eur J Oper Res"},{"issue":"6","key":"559_CR8","doi-asserted-by":"publisher","first-page":"789","DOI":"10.1080\/00207729208949248","volume":"23","author":"A Charnes","year":"1992","unstructured":"Charnes A, Haag S, Jaska P, Semple J (1992) Sensitivity of efficiency classifications in the additive model of data envelopment analysis. Int J Syst Sci 23(6):789\u2013798. \n                    https:\/\/doi.org\/10.1080\/00207729208949248","journal-title":"Int J Syst Sci"},{"issue":"3","key":"559_CR9","doi-asserted-by":"publisher","first-page":"341","DOI":"10.5172\/impp.2011.13.3.341","volume":"13","author":"CP Chen","year":"2011","unstructured":"Chen CP, Hu JL, Yang CH (2011) An international comparison of R&D efficiency of multiple innovative outputs: role of the national innovation system. Innov Manag Policy Pract 13(3):341\u2013360. \n                    https:\/\/doi.org\/10.5172\/impp.2011.13.3.341","journal-title":"Innov Manag Policy Pract"},{"key":"559_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2765\/33949","volume":"376","author":"M Cincera","year":"2009","unstructured":"Cincera M, Czarnitzki D, Thorwarth S (2009) Efficiency of public spending in support of R&D activities. Econ Pap 376:1\u2013111. \n                    https:\/\/doi.org\/10.2765\/33949","journal-title":"Econ Pap"},{"issue":"3","key":"559_CR11","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1023\/A:1011128409257","volume":"15","author":"WW Cooper","year":"2001","unstructured":"Cooper WW, Li S, Seiford LM, Tone K, Thrall RM, Zhu J (2001) Sensitivity and stability analysis in DEA: some recent developments. J Product Anal 15(3):217\u2013246. \n                    https:\/\/doi.org\/10.1023\/A:1011128409257","journal-title":"J Product Anal"},{"issue":"1","key":"559_CR12","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1093\/oep\/gpr015","volume":"64","author":"A Cullmann","year":"2012","unstructured":"Cullmann A, Schmidt-Ehmcke J, Zloczysti P (2012) R&D efficiency and barriers to entry: a two stage semi-parametric DEA approach. Oxf Econ Pap 64(1):176\u2013196. \n                    https:\/\/doi.org\/10.1093\/oep\/gpr015","journal-title":"Oxf Econ Pap"},{"issue":"4","key":"559_CR13","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/s12113-998-1026-z","volume":"1","author":"P Desrochers","year":"1998","unstructured":"Desrochers P (1998) On the abuse of patents as economic ondicators. Q J Austrian Econ 1(4):51\u201374. \n                    https:\/\/doi.org\/10.1007\/s12113-998-1026-z","journal-title":"Q J Austrian Econ"},{"issue":"2","key":"559_CR14","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/S0377-2217(00)00149-1","volume":"132","author":"RG Dyson","year":"2001","unstructured":"Dyson RG, Allen R, Camanho AS, Podinovski VV, Sarrico CS, Shale EA (2001) Pitfalls and protocols in DEA. Eur J Oper Res 132(2):245\u2013259. \n                    https:\/\/doi.org\/10.1016\/S0377-2217(00)00149-1","journal-title":"Eur J Oper Res"},{"issue":"1","key":"559_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.15295\/bmij.v5i1.97","volume":"5","author":"Y Ekinci","year":"2017","unstructured":"Ekinci Y, Karadayi MA (2017) Analysis of the research and development efficiencies of European Union countries. Bus Manag Stud Int J 5(1):1\u201319. \n                    https:\/\/doi.org\/10.15295\/bmij.v5i1.97","journal-title":"Bus Manag Stud Int J"},{"issue":"7","key":"559_CR16","first-page":"2437","volume":"9","author":"Y Ekinci","year":"2015","unstructured":"Ekinci Y, \u00d6n RM (2015) A review on the comparison of EU countries based on research and development efficiencies. Int J Soc Behav Educ Econ Bus Ind Eng 9(7):2437\u20132440","journal-title":"Int J Soc Behav Educ Econ Bus Ind Eng"},{"issue":"3","key":"559_CR17","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1016\/j.seps.2007.07.002","volume":"42","author":"A Emrouznejad","year":"2008","unstructured":"Emrouznejad A, Parker BR, Tavares G (2008) Evaluation of research in efficiency and productivity: a survey and analysis of the first 30 years of scholarly literature in DEA. Socio-Econ Plan Sci 42(3):151\u2013157. \n                    https:\/\/doi.org\/10.1016\/j.seps.2007.07.002","journal-title":"Socio-Econ Plan Sci"},{"key":"559_CR18","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1007\/1-4020-2755-9","volume-title":"Handbook of quantitative science and technology research","author":"D Guellec","year":"2005","unstructured":"Guellec D, van Pottelsberghe de la Potterie B (2005) Measuring the internationalisation of the generation of knowledge, chap 29. In: Moed HF, Gl\u00e4nzel W, Schmoch U (eds) Handbook of quantitative science and technology research, 1st edn. Springer, Dordrecht, pp 645\u2013662. \n                    https:\/\/doi.org\/10.1007\/1-4020-2755-9","edition":"1"},{"issue":"2","key":"559_CR19","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1002\/mde.2597","volume":"34","author":"GE Halkos","year":"2013","unstructured":"Halkos GE, Tzeremes NG (2013) A two-stage double bootstrap DEA: the case of the top 25 European Football Clubs\u2019 efficiency levels. Manag Decis Econ 34(2):108\u2013115. \n                    https:\/\/doi.org\/10.1002\/mde.2597","journal-title":"Manag Decis Econ"},{"issue":"7","key":"559_CR20","doi-asserted-by":"publisher","first-page":"1170","DOI":"10.1080\/00343404.2014.984670","volume":"50","author":"U Han","year":"2016","unstructured":"Han U, Asmild M, Kunc M (2016) Regional R&D efficiency in Korea from static and dynamic perspectives. Reg Stud 50(7):1170\u20131184. \n                    https:\/\/doi.org\/10.1080\/00343404.2014.984670","journal-title":"Reg Stud"},{"key":"559_CR21","unstructured":"Hlad\u00edk M (2017) A novel data envelopment analysis ranking based on a robust approach. \n                    arXiv:1702.01979"},{"key":"559_CR22","unstructured":"Hol\u00fd V, \u0160afr K (2017) Comparing R&D efficiency of European countries using robust DEA. In: Emrouznejad A, Jablonsk\u00fd J, Banker R, Toloo M (eds) Proceedings of the 15th international conference of DEA, Prague, pp 64\u201369"},{"issue":"3","key":"559_CR23","doi-asserted-by":"publisher","first-page":"435","DOI":"10.1007\/s10100-011-0223-6","volume":"20","author":"J Jablonsky","year":"2012","unstructured":"Jablonsky J (2012) Multicriteria approaches for ranking of efficient units in DEA models. Cent Eur J Oper Res 20(3):435\u2013449. \n                    https:\/\/doi.org\/10.1007\/s10100-011-0223-6","journal-title":"Cent Eur J Oper Res"},{"issue":"2","key":"559_CR24","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1007\/s10100-015-0401-z","volume":"24","author":"J Jablonsky","year":"2016","unstructured":"Jablonsky J (2016) Efficiency analysis in multi-period systems: an application to performance evaluation in Czech higher education. Cent Eur J Oper Res 24(2):283\u2013296. \n                    https:\/\/doi.org\/10.1007\/s10100-015-0401-z","journal-title":"Cent Eur J Oper Res"},{"issue":"5\u20136","key":"559_CR25","doi-asserted-by":"publisher","first-page":"587","DOI":"10.1016\/j.mcm.2010.09.008","volume":"53","author":"GR Jahanshahloo","year":"2011","unstructured":"Jahanshahloo GR, Hosseinzadeh Lotfi F, Shoja N, Gholam Abri A, Fallah Jelodar M, Jamali Firouzabadi K (2011) Sensitivity analysis of inefficient units in data envelopment analysis. Math Comput Model 53(5\u20136):587\u2013596. \n                    https:\/\/doi.org\/10.1016\/j.mcm.2010.09.008","journal-title":"Math Comput Model"},{"issue":"2","key":"559_CR26","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1007\/s10100-015-0399-2","volume":"24","author":"J Krej\u010d\u00ed","year":"2016","unstructured":"Krej\u010d\u00ed J, Stoklasa J (2016) Fuzzified AHP in the evaluation of scientific monographs. Cent Eur J Oper Res 24(2):353\u2013370. \n                    https:\/\/doi.org\/10.1007\/s10100-015-0399-2","journal-title":"Cent Eur J Oper Res"},{"issue":"2","key":"559_CR27","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1080\/19761597.2005.9668614","volume":"13","author":"H Lee","year":"2005","unstructured":"Lee H, Park Y (2005) An international comparison of R&D efficiency: DEA approach. Asian J Technol Innov 13(2):207\u2013222. \n                    https:\/\/doi.org\/10.1080\/19761597.2005.9668614","journal-title":"Asian J Technol Innov"},{"issue":"3","key":"559_CR28","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1016\/j.ejor.2008.06.016","volume":"196","author":"H Lee","year":"2009","unstructured":"Lee H, Park Y, Choi H (2009) Comparative evaluation of performance of national R&D programs with heterogeneous objectives: a DEA approach. Eur J Oper Res 196(3):847\u2013855. \n                    https:\/\/doi.org\/10.1016\/j.ejor.2008.06.016","journal-title":"Eur J Oper Res"},{"issue":"2","key":"559_CR29","first-page":"31","volume":"29","author":"V Narayanamurti","year":"2013","unstructured":"Narayanamurti V, Odumosu T, Vinsel L (2013) RIP: the basic\/applied research dichotomy. Issues Sci Technol 29(2):31\u201337","journal-title":"Issues Sci Technol"},{"issue":"3","key":"559_CR30","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/s0038-0121(02)00046-0","volume":"37","author":"W Nasierowski","year":"2003","unstructured":"Nasierowski W, Arcelus FJ (2003) On the efficiency of national innovation systems. Socio-Econ Plan Sci 37(3):215\u2013234. \n                    https:\/\/doi.org\/10.1016\/s0038-0121(02)00046-0","journal-title":"Socio-Econ Plan Sci"},{"key":"559_CR31","unstructured":"OECD (2004) Patents and innovation: trends and policy challenges, Technical report. \n                    http:\/\/www.oecd.org\/science\/sci-tech\/24508541.pdf"},{"issue":"6","key":"559_CR32","doi-asserted-by":"publisher","first-page":"619","DOI":"10.2307\/2285155","volume":"11","author":"LE Papke","year":"1996","unstructured":"Papke LE, Wooldridge JM (1996) Econometric methods for fractional response variables with an application to 401 (K) plan participation rates. J Appl Econ 11(6):619\u2013632. \n                    https:\/\/doi.org\/10.2307\/2285155","journal-title":"J Appl Econ"},{"issue":"3","key":"559_CR33","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/s11123-010-0184-0","volume":"34","author":"EA Ramalho","year":"2010","unstructured":"Ramalho EA, Ramalho JJS, Henriques PD (2010) Fractional regression models for second stage DEA efficiency analyses. J Product Anal 34(3):239\u2013255. \n                    https:\/\/doi.org\/10.1007\/s11123-010-0184-0","journal-title":"J Product Anal"},{"issue":"1","key":"559_CR34","first-page":"33","volume":"4","author":"M Roman","year":"2010","unstructured":"Roman M (2010) Regional efficiency of knowledge economy in the new EU countries: the Romanian and Bulgarian case. Romanian J Reg Sci 4(1):33\u201353","journal-title":"Romanian J Reg Sci"},{"key":"559_CR35","doi-asserted-by":"publisher","first-page":"717","DOI":"10.1007\/1-4020-2755-9","volume-title":"Handbook of quantitative science and technology research","author":"U Schmoch","year":"2005","unstructured":"Schmoch U (2005) The technological output of scientific institutions, chap 32. In: Moed HF, Gl\u00e4nzel W, Schmoch U (eds) Handbook of quantitative science and technology research, 1st edn. Springer, Dordrecht, pp 717\u2013731. \n                    https:\/\/doi.org\/10.1007\/1-4020-2755-9","edition":"1"},{"issue":"3","key":"559_CR36","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1007\/s11192-007-1896-4","volume":"76","author":"S Sharma","year":"2008","unstructured":"Sharma S, Thomas VJ (2008) Inter-country R&D efficiency analysis: an application of data envelopment analysis. Scientometrics 76(3):483\u2013501. \n                    https:\/\/doi.org\/10.1007\/s11192-007-1896-4","journal-title":"Scientometrics"},{"issue":"1","key":"559_CR37","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.jeconom.2005.07.009","volume":"136","author":"L Simar","year":"2007","unstructured":"Simar L, Wilson PW (2007) Estimation and inference in two-stage, semi-parametric models of production processes. J Econ 136(1):31\u201364. \n                    https:\/\/doi.org\/10.1016\/j.jeconom.2005.07.009","journal-title":"J Econ"},{"issue":"1","key":"559_CR38","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1016\/j.wpi.2010.01.005","volume":"33","author":"VJ Thomas","year":"2011","unstructured":"Thomas VJ, Sharma S, Jain SK (2011) Using patents and publications to assess R&D efficiency in the states of the USA. World Patent Inf 33(1):4\u201310. \n                    https:\/\/doi.org\/10.1016\/j.wpi.2010.01.005","journal-title":"World Patent Inf"},{"issue":"1","key":"559_CR39","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/S0377-2217(01)00324-1","volume":"143","author":"K Tone","year":"2002","unstructured":"Tone K (2002) A slacks-based measure of super-efficiency in data envelopment analysis. Eur J Oper Res 143(1):32\u201341. \n                    https:\/\/doi.org\/10.1016\/S0377-2217(01)00324-1","journal-title":"Eur J Oper Res"},{"issue":"1","key":"559_CR40","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1023\/a:1010549719484","volume":"51","author":"TN Leeuwen van","year":"2001","unstructured":"van Leeuwen TN, Moed HF, Tijssen RJW, Visser MS, van Raan AFJ (2001) Language biases in the coverage of the Science Citation Index and its consequences for international comparisons of national research performance. Scientometrics 51(1):335\u2013346. \n                    https:\/\/doi.org\/10.1023\/a:1010549719484","journal-title":"Scientometrics"},{"issue":"4","key":"559_CR41","doi-asserted-by":"publisher","first-page":"565","DOI":"10.1007\/s10729-016-9372-4","volume":"20","author":"Y Varabyova","year":"2017","unstructured":"Varabyova Y, Blankart CR, Schrey\u00f6gg J (2017) Using nonparametric conditional approach to integrate quality into efficiency analysis: empirical evidence from cardiology departments. Health Care Manag Sci 20(4):565\u2013576. \n                    https:\/\/doi.org\/10.1007\/s10729-016-9372-4","journal-title":"Health Care Manag Sci"},{"issue":"2","key":"559_CR42","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1016\/j.respol.2006.11.004","volume":"36","author":"EC Wang","year":"2007","unstructured":"Wang EC, Huang W (2007) Relative efficiency of R&D activities: a cross-country study accounting for environmental factors in the DEA approach. Res Policy 36(2):260\u2013273. \n                    https:\/\/doi.org\/10.1016\/j.respol.2006.11.004","journal-title":"Res Policy"}],"container-title":["Central European Journal of Operations Research"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10100-018-0559-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10100-018-0559-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10100-018-0559-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,13]],"date-time":"2019-06-13T19:09:56Z","timestamp":1560452996000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10100-018-0559-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,14]]},"references-count":42,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["559"],"URL":"https:\/\/doi.org\/10.1007\/s10100-018-0559-2","relation":{},"ISSN":["1435-246X","1613-9178"],"issn-type":[{"value":"1435-246X","type":"print"},{"value":"1613-9178","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,6,14]]},"assertion":[{"value":"14 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}