{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T14:02:04Z","timestamp":1770559324549,"version":"3.49.0"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2018,5,24]],"date-time":"2018-05-24T00:00:00Z","timestamp":1527120000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2018,5,24]],"date-time":"2018-05-24T00:00:00Z","timestamp":1527120000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Oper Res Int J"],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1007\/s12351-018-0406-1","type":"journal-article","created":{"date-parts":[[2018,5,24]],"date-time":"2018-05-24T11:46:09Z","timestamp":1527162369000},"page":"2041-2058","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":27,"title":["Regional efficiency evaluation by input-oriented data envelopment analysis of hotel and restaurant sector"],"prefix":"10.1007","volume":"20","author":[{"given":"Athanasia","family":"Karakitsiou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Markos","family":"Kourgiantakis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Athanasia","family":"Mavrommati","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Athanasios","family":"Migdalas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,5,24]]},"reference":[{"issue":"9","key":"406_CR1","doi-asserted-by":"publisher","first-page":"1078","DOI":"10.1287\/mnsc.30.9.1078","volume":"30","author":"R Banker","year":"1984","unstructured":"Banker R, Charnes A, Cooper WW (1984) Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manage Sci 30(9):1078\u20131092","journal-title":"Manage Sci"},{"key":"406_CR2","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1016\/j.annals.2004.07.011","volume":"32","author":"CP Barros","year":"2005","unstructured":"Barros CP (2005) Measuring efficiency in the hotel sector. Ann Tour Res 32:456\u2013477","journal-title":"Ann Tour Res"},{"key":"406_CR3","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1177\/1096348006286798","volume":"30","author":"CAP Barros","year":"2006","unstructured":"Barros CAP, Santos CA (2006) The measurement of efficiency in portuguese hotels using data envelopment analysis. J Hosp Tour Res 30:378\u2013400","journal-title":"J Hosp Tour Res"},{"key":"406_CR4","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1002\/jtr.711","volume":"11","author":"CP Barros","year":"2009","unstructured":"Barros CP, Peypoch N, Solonandrasana B (2009) Efficiency and productivity growth in hotel industry. Int J Tour Res 11:389\u2013402","journal-title":"Int J Tour Res"},{"issue":"1","key":"406_CR5","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1016\/j.tourman.2010.01.015","volume":"32","author":"CP Barros","year":"2011","unstructured":"Barros CP, Botti L, Peypoch N, Robinot E, Solonandrasana B, Assaf A (2011) Performance of French destinations: tourism attraction perspectives. Tour Manag 32(1):141\u2013146","journal-title":"Tour Manag"},{"key":"406_CR6","unstructured":"Bogetoft P, Otto L (2015) Benchmarking with DEA and SFA, R package version 0.26"},{"key":"406_CR7","doi-asserted-by":"publisher","first-page":"566","DOI":"10.1016\/j.omega.2007.12.002","volume":"37","author":"L Botti","year":"2009","unstructured":"Botti L, Briec W, Cliquet G (2009) Plural forms versus franchise and company-owned systems: a DEA approach of hotel chain performance. Omega 37:566\u2013578","journal-title":"Omega"},{"key":"406_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/0377-2217(91)90331-O","volume":"52","author":"A Boussofiane","year":"1991","unstructured":"Boussofiane A, Dyson RG, Thanassoulis E (1991) Applied data envelopment analysis. Eur J Oper Res 52:1\u201315","journal-title":"Eur J Oper Res"},{"issue":"1978","key":"406_CR9","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(1978):429\u2013444","journal-title":"Eur J Oper Res"},{"issue":"3","key":"406_CR10","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1016\/j.annals.2003.11.001","volume":"31","author":"WE Chiang","year":"2004","unstructured":"Chiang WE, Tsai MH, Wang LM (2004) A DEA evaluation of Taipei hotels. Ann Tour Res 31(3):712\u2013715","journal-title":"Ann Tour Res"},{"key":"406_CR11","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1016\/S0148-2963(97)00196-3","volume":"44","author":"GI Crouch","year":"1999","unstructured":"Crouch GI, Ritchie JRB (1999) Tourism, competitiveness and societal prosperity. J Bus Res 44:147\u2013152","journal-title":"J Bus Res"},{"key":"406_CR12","unstructured":"Gaki E, Kostopoulou S, Lagos D (2013) Regional inequalities in greek Tourism development, 53rd ERSA 2013 congress: regional integration\u2014Europe, the Mediterranean and the World, Palermo, Italy, 27\u201331 August 2013"},{"key":"406_CR13","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1111\/pirs.12206","volume":"96","author":"E Giannakis","year":"2017","unstructured":"Giannakis E, Bruggeman A (2017) Economic crisis and regional resilience: evidence from Greece. Pap Reg Sci 96:451\u2013476","journal-title":"Pap Reg Sci"},{"key":"406_CR14","unstructured":"Hellenic Statistical Authority (2017) \nwww.statistics.gr\n\n. Accessed 12 March 2017"},{"key":"406_CR15","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1016\/j.omega.2014.02.005","volume":"48","author":"C-W Huang","year":"2014","unstructured":"Huang C-W, Ho FN, Chiu Y-H (2014) Measurement of tourist hotels\u2019 productive efficiency, occupancy, and catering service effectiveness using a modified two-stage DEA model in Taiwan. Omega 48:49\u201359","journal-title":"Omega"},{"issue":"4","key":"406_CR16","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1016\/S0261-5177(02)00112-7","volume":"24","author":"SN Hwang","year":"2003","unstructured":"Hwang SN, Chang TY (2003) Using data envelopment analysis to measure hotel managerial efficiency change in Taiwan. Tour Manag 24(4):357\u2013369","journal-title":"Tour Manag"},{"key":"406_CR17","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1002\/(SICI)1099-1603(199706)3:2<119::AID-PTH74>3.0.CO;2-2","volume":"3","author":"N Johns","year":"1997","unstructured":"Johns N, Howcroft B, Drake L (1997) The use of data envelopment analysis to monitor hotel productivity. Prog Tour Hosp Res 3:119\u2013127","journal-title":"Prog Tour Hosp Res"},{"issue":"2","key":"406_CR18","first-page":"96","volume":"7","author":"A Karakitsiou","year":"2007","unstructured":"Karakitsiou A, Mavrommati A, Migdalas A, Tsiakali K (2007) Efficiency measurement and evaluation of the Greek hotel industry. J Travel Tour Res 7(2):96\u2013110","journal-title":"J Travel Tour Res"},{"key":"406_CR19","first-page":"73","volume":"2","author":"YH Lee","year":"2012","unstructured":"Lee YH, Lu LT, Sung AD (2012) A measure to the operational performance of international hotels in Taiwan: DEA and malmquist approach. Rev Econ Finance 2:73\u201383","journal-title":"Rev Econ Finance"},{"key":"406_CR20","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1108\/09596111311322907","volume":"25","author":"C Manasakis","year":"2013","unstructured":"Manasakis C, Apostolakis A, Datseris G (2013) Using data envelopment analysis to measure hotel efficiency in Crete. Int J Contemp Hosp Manag 25:510\u2013535","journal-title":"Int J Contemp Hosp Manag"},{"key":"406_CR21","doi-asserted-by":"publisher","first-page":"641","DOI":"10.1016\/j.tourman.2012.06.009","volume":"36","author":"R Oliveira","year":"2013","unstructured":"Oliveira R, Pedro MI, Marques RC (2013) Efficiency and its determinants in Portuguese hotels in the Algarve. Tour Manag 36:641\u2013649","journal-title":"Tour Manag"},{"issue":"1","key":"406_CR22","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2307\/3325088","volume":"13","author":"M Papadakis","year":"1994","unstructured":"Papadakis M (1994) Did (or does) the United States have a competitiveness crisis? J Policy Anal Manag 13(1):1\u201320","journal-title":"J Policy Anal Manag"},{"key":"406_CR23","first-page":"183","volume":"39","author":"A Papatheodorou","year":"2014","unstructured":"Papatheodorou A, Arvanitis P (2014) Tourism and the Economic crisis in Greece: regional perspectives. Region D\u00e9v 39:183\u2013203","journal-title":"Region D\u00e9v"},{"issue":"4","key":"406_CR24","doi-asserted-by":"publisher","first-page":"268","DOI":"10.1016\/j.emj.2008.11.001","volume":"27","author":"R Perrigot","year":"2009","unstructured":"Perrigot R, Cliquet G, Piot-Lepetit I (2009) Plural form chain and efficiency: insights from the French hotel chains and the DEA methodology. Eur Manag J 27(4):268\u2013280","journal-title":"Eur Manag J"},{"issue":"3","key":"406_CR25","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1016\/j.ejor.2009.11.006","volume":"204","author":"M Pulina","year":"2010","unstructured":"Pulina M, Detotto C, Paba A (2010) An investigation into the relationship between size and efficiency of the Italian hospitality sector: a window DEA approach. Eur J Oper Res 204(3):613\u2013620","journal-title":"Eur J Oper Res"},{"key":"406_CR27","unstructured":"R Core Team (2016) R: a language and environment for statistical computing, R foundation for statistical computing, Vienna, Austria. \nhttps:\/\/www.Rproject.org\/"},{"issue":"5","key":"406_CR28","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1108\/09596110710757543","volume":"19","author":"GM Sanjeev","year":"2007","unstructured":"Sanjeev GM (2007) Measuring efficiency of the hotel and restaurant sector: the case of India. Int J Cont Hosp Manag 19(5):378\u2013387","journal-title":"Int J Cont Hosp Manag"},{"issue":"1","key":"406_CR29","first-page":"15","volume":"1","author":"E Toma","year":"2014","unstructured":"Toma E (2014) Regional scale efficiency evaluation by input-oriented data envelopment analysis of tourism sector. Int J Acad Res Environ Geography 1(1):15\u201320","journal-title":"Int J Acad Res Environ Geography"},{"key":"406_CR30","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1080\/10941660108722090","volume":"6","author":"S Tsaur","year":"2001","unstructured":"Tsaur S (2001) The operating efficiency of international tourist hotels in Taiwan. Asia Pac J Tour Res 6:73\u201381","journal-title":"Asia Pac J Tour Res"},{"key":"406_CR31","unstructured":"UNWTO (2016) World tourism barometer. \nwww.unwto.org\n\n. Accessed 12 March 2017"},{"key":"406_CR32","doi-asserted-by":"publisher","first-page":"65","DOI":"10.5367\/000000006776387150","volume":"121","author":"F-C Wang","year":"2006","unstructured":"Wang F-C, Hung WT, Shang J-K (2006) Measuring the cost efficiency of international tourist hotels in Taiwan. Tour Econ 121:65\u201385","journal-title":"Tour Econ"},{"key":"406_CR33","unstructured":"World Travel & Tourism Council (WTTC) (2016) Travel and tourism economic impact 2016, Greece. \nwww.wttc.org\n\n, Accessed 12 March 2017"},{"issue":"1","key":"406_CR34","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1108\/09596111111101670","volume":"23","author":"J Wu","year":"2011","unstructured":"Wu J, Tsai H, Zhou Z (2011) Improving efficiency in international tourist hotels in Taipei using a non-radial DEA model. Int J Cont Hosp Manag 23(1):66\u201383","journal-title":"Int J Cont Hosp Manag"}],"container-title":["Operational Research"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12351-018-0406-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12351-018-0406-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12351-018-0406-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,9]],"date-time":"2020-10-09T18:28:27Z","timestamp":1602268107000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12351-018-0406-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5,24]]},"references-count":33,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,12]]}},"alternative-id":["406"],"URL":"https:\/\/doi.org\/10.1007\/s12351-018-0406-1","relation":{},"ISSN":["1109-2858","1866-1505"],"issn-type":[{"value":"1109-2858","type":"print"},{"value":"1866-1505","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,5,24]]},"assertion":[{"value":"9 July 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 April 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 May 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 May 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}