{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T07:07:01Z","timestamp":1773731221090,"version":"3.50.1"},"reference-count":98,"publisher":"Springer Science and Business Media LLC","issue":"1-2","license":[{"start":{"date-parts":[[2018,4,21]],"date-time":"2018-04-21T00:00:00Z","timestamp":1524268800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Oper Res"],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1007\/s10479-018-2855-6","type":"journal-article","created":{"date-parts":[[2018,4,21]],"date-time":"2018-04-21T07:09:31Z","timestamp":1524294571000},"page":"281-335","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":34,"title":["Using a hybrid heterogeneous DEA method to benchmark China\u2019s sustainable urbanization: an empirical study"],"prefix":"10.1007","volume":"278","author":[{"given":"Xiang","family":"Ji","sequence":"first","affiliation":[]},{"given":"Jie","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Qingyuan","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Jiasen","family":"Sun","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,4,21]]},"reference":[{"key":"2855_CR1","volume-title":"The dynamics of global urban expansion","author":"S Angel","year":"2005","unstructured":"Angel, S., Sheppard, S., Civco, D. L., et al. (2005). The dynamics of global urban expansion. Washington, DC: World Bank, Transport and Urban Development Department."},{"issue":"1\u20132","key":"2855_CR2","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1007\/s10479-015-1970-x","volume":"255","author":"B Arabi","year":"2017","unstructured":"Arabi, B., Doraisamy, S. M., Emrouznejad, A., & Khoshroo, A. (2017). Eco-efficiency measurement and material balance principle: an application in power plants Malmquist Luenberger Index. Annals of Operations Research, 255(1\u20132), 221\u2013239.","journal-title":"Annals of Operations Research"},{"issue":"1","key":"2855_CR3","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1057\/jors.1995.3","volume":"46","author":"AD Athanassopoulos","year":"1995","unstructured":"Athanassopoulos, A. D., & Thanassoulis, E. (1995). Separating market efficiency from profitability and its implications for planning. Journal of the Operational Research Society, 46(1), 20\u201334.","journal-title":"Journal of the Operational Research Society"},{"issue":"1","key":"2855_CR4","doi-asserted-by":"publisher","first-page":"189","DOI":"10.25300\/MISQ\/2017\/41.1.09","volume":"41","author":"S Ayabakan","year":"2017","unstructured":"Ayabakan, S., Bardhan, I. R., & Zheng, Z. (2017). A data envelopment analysis approach to estimate IT-enabled production capability. MIS Quarterly, 41(1), 189\u2013206.","journal-title":"MIS Quarterly"},{"key":"2855_CR5","unstructured":"Barr, R. S., Durchholz, M. L., & Seiford, L. (2000). Peeling the DEA onion: Layering and rank-ordering DMUs using tiered DEA. Southern Methodist University Technical Report."},{"issue":"17","key":"2855_CR6","doi-asserted-by":"publisher","first-page":"7301","DOI":"10.1073\/pnas.0610172104","volume":"104","author":"LM Bettencourt","year":"2007","unstructured":"Bettencourt, L. M., Lobo, J., Helbing, D., K\u00fchnert, C., & West, G. B. (2007). Growth, innovation, scaling, and the pace of life in cities. Proceedings of the National Academy of Sciences, 104(17), 7301\u20137306.","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"1\u20132","key":"2855_CR7","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1007\/s10479-015-2027-x","volume":"255","author":"Y Bian","year":"2017","unstructured":"Bian, Y., Lv, K., & Yu, A. (2017). China\u2019s regional energy and carbon dioxide emissions efficiency evaluation with the presence of recovery energy: An interval slacks-based measure approach. Annals of Operations Research, 255(1\u20132), 301\u2013321.","journal-title":"Annals of Operations Research"},{"issue":"1","key":"2855_CR8","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/s10479-016-2348-4","volume":"253","author":"I Bou-Hamad","year":"2017","unstructured":"Bou-Hamad, I., Anouze, A. L., & Larocque, D. (2017). An integrated approach of data envelopment analysis and boosted generalized linear mixed models for efficiency assessment. Annals of Operations Research, 253(1), 77\u201395.","journal-title":"Annals of Operations Research"},{"issue":"2","key":"2855_CR9","doi-asserted-by":"publisher","first-page":"1100","DOI":"10.1016\/j.ejor.2005.03.025","volume":"174","author":"R Brown","year":"2006","unstructured":"Brown, R. (2006). Mismanagement or mismeasurement? Pitfalls and protocols for DEA studies in the financial services sector. European Journal of Operational Research, 174(2), 1100\u20131116.","journal-title":"European Journal of Operational Research"},{"issue":"2","key":"2855_CR10","doi-asserted-by":"publisher","first-page":"274","DOI":"10.1016\/S0377-2217(00)00151-X","volume":"132","author":"L Castelli","year":"2001","unstructured":"Castelli, L., Pesenti, R., & Ukovich, W. (2001). DEA-like models for efficiency evaluations of specialized and interdependent units. European Journal of Operational Research, 132(2), 274\u2013286.","journal-title":"European Journal of Operational Research"},{"issue":"6","key":"2855_CR11","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, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429\u2013444.","journal-title":"European Journal of Operational Research"},{"issue":"1","key":"2855_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.catena.2006.04.019","volume":"69","author":"J Chen","year":"2007","unstructured":"Chen, J. (2007). Rapid urbanization in China: A real challenge to soil protection and food security. Catena, 69(1), 1\u201315.","journal-title":"Catena"},{"issue":"1\u20132","key":"2855_CR13","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1007\/s10479-015-1827-3","volume":"255","author":"Y Chen","year":"2017","unstructured":"Chen, Y., Cook, W. D., Du, J., Hu, H., & Zhu, J. (2017). Bounded and discrete data and Likert scales in data envelopment analysis: Application to regional energy efficiency in China. Annals of Operations Research, 255(1\u20132), 347\u2013366.","journal-title":"Annals of Operations Research"},{"issue":"6","key":"2855_CR14","doi-asserted-by":"publisher","first-page":"789","DOI":"10.1111\/j.1937-5956.2010.01202.x","volume":"20","author":"CM Chen","year":"2011","unstructured":"Chen, C. M., & Delmas, M. (2011). Measuring corporate social performance: An efficiency perspective. Production and Operations Management, 20(6), 789\u2013804.","journal-title":"Production and Operations Management"},{"issue":"5","key":"2855_CR15","doi-asserted-by":"publisher","first-page":"1064","DOI":"10.1287\/opre.1120.1094","volume":"60","author":"CM Chen","year":"2012","unstructured":"Chen, C. M., & Delmas, M. A. (2012). Measuring eco-inefficiency: A new frontier approach. Operations Research, 60(5), 1064\u20131079.","journal-title":"Operations Research"},{"issue":"3","key":"2855_CR16","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1006\/jema.1997.0146","volume":"51","author":"YH Chung","year":"1997","unstructured":"Chung, Y. H., F\u00e4re, R., & Grosskopf, S. (1997). Productivity and undesirable outputs: A directional distance function approach. Journal of Environmental Management, 51(3), 229\u2013240.","journal-title":"Journal of Environmental Management"},{"issue":"1","key":"2855_CR17","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1016\/j.techsoc.2005.10.005","volume":"28","author":"B Cohen","year":"2006","unstructured":"Cohen, B. (2006). Urbanization in developing countries: Current trends, future projections, and key challenges for sustainability. Technology in Society, 28(1), 63\u201380.","journal-title":"Technology in Society"},{"issue":"2","key":"2855_CR18","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1023\/A:1018625424184","volume":"10","author":"WD Cook","year":"1998","unstructured":"Cook, W. D., Chai, D., Doyle, J., & Green, R. (1998). Hierarchies and groups in DEA. Journal of Productivity Analysis, 10(2), 177\u2013198.","journal-title":"Journal of Productivity Analysis"},{"issue":"1\u20132","key":"2855_CR19","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1007\/s10479-015-1881-x","volume":"255","author":"WD Cook","year":"2017","unstructured":"Cook, W. D., Du, J., & Zhu, J. (2017). Units invariant DEA when weight restrictions are present: Ecological performance of US electricity industry. Annals of Operations Research, 255(1\u20132), 323\u2013346.","journal-title":"Annals of Operations Research"},{"issue":"3","key":"2855_CR20","doi-asserted-by":"publisher","first-page":"666","DOI":"10.1287\/opre.2013.1173","volume":"61","author":"WD Cook","year":"2013","unstructured":"Cook, W. D., Harrison, J., Imanirad, R., Rouse, P., & Zhu, J. (2013). Data envelopment analysis with nonhomogeneous DMUs. Operations Research, 61(3), 666\u2013676.","journal-title":"Operations Research"},{"issue":"1","key":"2855_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0377-2217(97)86747-1","volume":"96","author":"WW Cooper","year":"1997","unstructured":"Cooper, W. W., Hemphill, H., Huang, Z., Li, S., Lelas, V., & Sullivan, D. W. (1997). Survey of mathematical programming models in air pollution management. European Journal of Operational Research, 96(1), 1\u201335.","journal-title":"European Journal of Operational Research"},{"key":"2855_CR22","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1016\/j.omega.2014.10.001","volume":"56","author":"J Du","year":"2015","unstructured":"Du, J., Chen, Y., & Huo, J. (2015). DEA for non-homogenous parallel networks. Omega, 56, 122\u2013132.","journal-title":"Omega"},{"key":"2855_CR23","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-017-2603-3","author":"J Du","year":"2017","unstructured":"Du, J., Duan, Y., & Xu, J. (2017). The infeasible problem of Malmquist\u2013Luenberger index and its application on China\u2019s environmental total factor productivity. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-017-2603-3 .","journal-title":"Annals of Operations Research"},{"issue":"2","key":"2855_CR24","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/S0377-2217(00)00149-1","volume":"132","author":"RG Dyson","year":"2001","unstructured":"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, 132(2), 245\u2013259.","journal-title":"European Journal of Operational Research"},{"issue":"1","key":"2855_CR25","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/S0038-0121(99)00012-9","volume":"34","author":"R F\u00e4re","year":"2000","unstructured":"F\u00e4re, R., & Grosskopf, S. (2000). Network DEA. Socio-Economic Planning Sciences, 34(1), 35\u201349.","journal-title":"Socio-Economic Planning Sciences"},{"key":"2855_CR26","doi-asserted-by":"publisher","first-page":"90","DOI":"10.2307\/1928055","volume":"71","author":"R F\u00e4re","year":"1989","unstructured":"F\u00e4re, R., Grosskopf, S., Lovell, C. K., & Pasurka, C. (1989). Multilateral productivity comparisons when some outputs are undesirable: A nonparametric approach. The Review of Economics and Statistics, 71, 90\u201398.","journal-title":"The Review of Economics and Statistics"},{"issue":"5","key":"2855_CR27","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1002\/mde.4090130507","volume":"13","author":"JL Fizel","year":"1992","unstructured":"Fizel, J. L., & Nunnikhoven, T. S. (1992). Technical efficiency of for-profit and non-profit nursing homes. Managerial and Decision Economics, 13(5), 429\u2013439.","journal-title":"Managerial and Decision Economics"},{"issue":"1","key":"2855_CR28","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1080\/00036849300000112","volume":"25","author":"JL Fizel","year":"1993","unstructured":"Fizel, J. L., & Nunnikhoven, T. S. (1993). The efficiency of nursing home chains. Applied Economics, 25(1), 49\u201355.","journal-title":"Applied Economics"},{"issue":"2","key":"2855_CR29","doi-asserted-by":"publisher","first-page":"787","DOI":"10.1007\/s10479-014-1710-7","volume":"247","author":"G Fragkiadakis","year":"2016","unstructured":"Fragkiadakis, G., Doumpos, M., Zopounidis, C., & Germain, C. (2016). Operational and economic efficiency analysis of public hospitals in Greece. Annals of Operations Research, 247(2), 787\u2013806.","journal-title":"Annals of Operations Research"},{"issue":"D9","key":"2855_CR30","doi-asserted-by":"publisher","first-page":"D09105","DOI":"10.1029\/2004JD005105","volume":"110","author":"JCH Fung","year":"2005","unstructured":"Fung, J. C. H., Lau, A. K. H., Lam, J. S. L., & Yuan, Z. (2005). Observational and modeling analysis of a severe air pollution episode in western Hong Kong. Journal of Geophysical Research: Atmospheres, 110(D9), D09105.","journal-title":"Journal of Geophysical Research: Atmospheres"},{"issue":"3","key":"2855_CR31","doi-asserted-by":"publisher","first-page":"530","DOI":"10.1016\/S0377-2217(02)00139-X","volume":"144","author":"DA Haas","year":"2003","unstructured":"Haas, D. A., & Murphy, F. H. (2003). Compensating for non-homogeneity in decision-making units in data envelopment analysis. European Journal of Operational Research, 144(3), 530\u2013544.","journal-title":"European Journal of Operational Research"},{"issue":"3","key":"2855_CR32","doi-asserted-by":"publisher","first-page":"605","DOI":"10.1111\/0002-9092.00181","volume":"83","author":"A Hailu","year":"2001","unstructured":"Hailu, A., & Veeman, T. S. (2001). Non-parametric productivity analysis with undesirable outputs: An application to the Canadian pulp and paper industry. American Journal of Agricultural Economics, 83(3), 605\u2013616.","journal-title":"American Journal of Agricultural Economics"},{"issue":"1","key":"2855_CR33","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1007\/s10479-017-2404-8","volume":"250","author":"A Hatami-Marbini","year":"2017","unstructured":"Hatami-Marbini, A., Agrell, P. J., Fukuyama, H., Gholami, K., & Khoshnevis, P. (2017). The role of multiplier bounds in fuzzy data envelopment analysis. Annals of Operations Research, 250(1), 249\u2013276.","journal-title":"Annals of Operations Research"},{"issue":"3","key":"2855_CR34","doi-asserted-by":"publisher","first-page":"170","DOI":"10.1016\/j.cities.2006.03.001","volume":"23","author":"M Holden","year":"2006","unstructured":"Holden, M. (2006). Urban indicators and the integrative ideals of cities. Cities, 23(3), 170\u2013183.","journal-title":"Cities"},{"issue":"2","key":"2855_CR35","first-page":"143","volume":"24","author":"YG Huang","year":"1989","unstructured":"Huang, Y. G., & McLaughlin, C. P. (1989). Relative efficiency in rural primary health care: an application of data envelopment analysis. Health Services Research, 24(2), 143\u2013148.","journal-title":"Health Services Research"},{"key":"2855_CR36","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/j.enpol.2017.05.035","volume":"108","author":"X Ji","year":"2017","unstructured":"Ji, X., Li, G., & Wang, Z. (2017a). Impact of emission regulation policies on Chinese power firms\u2019 reusable environmental investments and sustainable operations. Energy Policy, 108, 163\u2013177.","journal-title":"Energy Policy"},{"key":"2855_CR37","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1016\/j.apenergy.2017.07.033","volume":"204","author":"X Ji","year":"2017","unstructured":"Ji, X., Li, G., & Wang, Z. (2017b). Allocation of emission permits for China\u2019s power plants: A systemic Pareto optimal method. Applied Energy, 204, 607\u2013619.","journal-title":"Applied Energy"},{"key":"2855_CR38","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1016\/j.ijpe.2016.12.019","volume":"185","author":"X Ji","year":"2017","unstructured":"Ji, X., Sun, J., & Wang, Z. (2017c). Turn bad into good: Using transshipment-before-buyback for disruptions of stochastic demand. International Journal of Production Economics, 185, 150\u2013161.","journal-title":"International Journal of Production Economics"},{"key":"2855_CR39","doi-asserted-by":"publisher","first-page":"894","DOI":"10.1016\/j.jclepro.2016.02.117","volume":"142","author":"X Ji","year":"2017","unstructured":"Ji, X., Sun, J., Wang, Y., & Yuan, Q. (2017d). Allocation of emission permits in large data sets: A robust multi-criteria approach. Journal of Cleaner Production, 142, 894\u2013906.","journal-title":"Journal of Cleaner Production"},{"key":"2855_CR40","doi-asserted-by":"publisher","DOI":"10.1007\/s10614-017-9663-y","author":"X Ji","year":"2017","unstructured":"Ji, X., Sun, J., Wang, Q., & Yuan, Q. (2017e). Revealing energy over-consumption and pollutant over-emission behind GDP: A new multi-criteria sustainable measure. Computational Economics. https:\/\/doi.org\/10.1007\/s10614-017-9663-y .","journal-title":"Computational Economics"},{"key":"2855_CR41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2017.07.011","author":"X Ji","year":"2017","unstructured":"Ji, X., Wu, J., Liang, L., & Zhu, Q. (2017f). The impacts of public sustainability concerns on length of product line. European Journal of Operational Research. https:\/\/doi.org\/10.1016\/j.ejor.2017.07.011 .","journal-title":"European Journal of Operational Research"},{"key":"2855_CR42","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1016\/j.trd.2015.08.007","volume":"48","author":"X Ji","year":"2016","unstructured":"Ji, X., Wu, J., & Zhu, Q. (2016). Eco-design of transportation in sustainable supply chain management: A DEA-like method. Transportation Research Part D: Transport and Environment, 48, 451\u2013459.","journal-title":"Transportation Research Part D: Transport and Environment"},{"issue":"1","key":"2855_CR43","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1016\/j.ejor.2006.11.041","volume":"185","author":"C Kao","year":"2008","unstructured":"Kao, C., & Hwang, S. N. (2008). Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan. European Journal of Operational Research, 185(1), 418\u2013429.","journal-title":"European Journal of Operational Research"},{"key":"2855_CR44","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-017-2399-1","author":"C Kao","year":"2017","unstructured":"Kao, C., & Hwang, S. N. (2017). Efficiency evaluation in the presence of undesirable outputs: The most favorable shadow price approach. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-017-2399-1 .","journal-title":"Annals of Operations Research"},{"key":"2855_CR45","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/j.enpol.2015.01.036","volume":"83","author":"K Kounetas","year":"2015","unstructured":"Kounetas, K. (2015). Heterogeneous technologies, strategic groups and environmental efficiency technology gaps for European countries. Energy Policy, 83, 277\u2013287.","journal-title":"Energy Policy"},{"issue":"2","key":"2855_CR46","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1016\/S0921-8009(00)00275-5","volume":"37","author":"M Lenzen","year":"2001","unstructured":"Lenzen, M., & Murray, S. A. (2001). A modified ecological footprint method and its application to Australia. Ecological Economics, 37(2), 229\u2013255.","journal-title":"Ecological Economics"},{"issue":"1","key":"2855_CR47","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1007\/s10479-015-2006-2","volume":"250","author":"WH Li","year":"2017","unstructured":"Li, W. H., Liang, L., Avil\u00e9s-Sacoto, S. V., Imanirad, R., Cook, W. D., & Zhu, J. (2017). Modeling efficiency in the presence of multiple partial input to output processes. Annals of Operations Research, 250(1), 235\u2013248.","journal-title":"Annals of Operations Research"},{"issue":"3","key":"2855_CR48","doi-asserted-by":"publisher","first-page":"946","DOI":"10.1016\/j.ejor.2016.04.063","volume":"254","author":"W Li","year":"2016","unstructured":"Li, W., Liang, L., Cook, W. D., & Zhu, J. (2016). DEA models for non-homogeneous DMUs with different input configurations. European Journal of Operational Research, 254(3), 946\u2013956.","journal-title":"European Journal of Operational Research"},{"issue":"4","key":"2855_CR49","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1016\/j.cosust.2012.09.007","volume":"4","author":"XH Li","year":"2012","unstructured":"Li, X. H., Liu, J. L., Gibson, V., & Zhu, Y. G. (2012). Urban sustainability and human health in China, East Asia and Southeast Asia. Current Opinion in Environmental Sustainability, 4(4), 436\u2013442.","journal-title":"Current Opinion in Environmental Sustainability"},{"issue":"1","key":"2855_CR50","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/s10479-006-0026-7","volume":"145","author":"L Liang","year":"2006","unstructured":"Liang, L., Yang, F., Cook, W. D., & Zhu, J. (2006). DEA models for supply chain efficiency evaluation. Annals of Operations Research, 145(1), 35\u201349.","journal-title":"Annals of Operations Research"},{"issue":"6","key":"2855_CR51","doi-asserted-by":"publisher","first-page":"876","DOI":"10.1007\/s11442-010-0817-2","volume":"20","author":"Y Liu","year":"2010","unstructured":"Liu, Y., Liu, Y., Chen, Y., & Long, H. (2010). The process and driving forces of rural hollowing in China under rapid urbanization. Journal of Geographical Sciences, 20(6), 876\u2013888.","journal-title":"Journal of Geographical Sciences"},{"issue":"1\u20132","key":"2855_CR52","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1007\/s10479-017-2524-1","volume":"259","author":"W Liu","year":"2017","unstructured":"Liu, W., Wang, Y. M., & Lv, S. (2017). An aggressive game cross-efficiency evaluation in data envelopment analysis. Annals of Operations Research, 259(1\u20132), 241\u2013258.","journal-title":"Annals of Operations Research"},{"key":"2855_CR53","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.enpol.2015.02.012","volume":"81","author":"X Long","year":"2015","unstructured":"Long, X., Zhao, X., & Cheng, F. (2015). The comparison analysis of total factor productivity and eco-efficiency in China\u2019s cement manufactures. Energy Policy, 81, 61\u201366.","journal-title":"Energy Policy"},{"issue":"3","key":"2855_CR54","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1016\/0377-2217(95)00226-X","volume":"87","author":"CK Lovell","year":"1995","unstructured":"Lovell, C. K., Pastor, J. T., & Turner, J. A. (1995). Measuring macroeconomic performance in the OECD: A comparison of European and non-European countries. European Journal of Operational Research, 87(3), 507\u2013518.","journal-title":"European Journal of Operational Research"},{"issue":"1\u20132","key":"2855_CR55","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1007\/s10479-015-1933-2","volume":"255","author":"S Lozano","year":"2017","unstructured":"Lozano, S. (2017). Technical and environmental efficiency of a two-stage production and abatement system. Annals of Operations Research, 255(1\u20132), 199\u2013219.","journal-title":"Annals of Operations Research"},{"issue":"4","key":"2855_CR56","doi-asserted-by":"publisher","first-page":"687","DOI":"10.1016\/j.ecolecon.2007.11.003","volume":"66","author":"S Lozano","year":"2008","unstructured":"Lozano, S., & Guti\u00e9rrez, E. (2008). Non-parametric frontier approach to modelling the relationships among population, GDP, energy consumption and CO2 emissions. Ecological Economics, 66(4), 687\u2013699.","journal-title":"Ecological Economics"},{"issue":"1","key":"2855_CR57","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1023\/A:1015704510270","volume":"18","author":"A Lozano-Vivas","year":"2002","unstructured":"Lozano-Vivas, A., Pastor, J. T., & Pastor, J. M. (2002). An efficiency comparison of European banking systems operating under different environmental conditions. Journal of Productivity Analysis, 18(1), 59\u201377.","journal-title":"Journal of Productivity Analysis"},{"issue":"7","key":"2855_CR58","doi-asserted-by":"publisher","first-page":"1344","DOI":"10.1016\/j.ecolecon.2011.02.009","volume":"70","author":"I Mart\u00ednez-Zarzoso","year":"2011","unstructured":"Mart\u00ednez-Zarzoso, I., & Maruotti, A. (2011). The impact of urbanization on CO2 emissions: Evidence from developing countries. Ecological Economics, 70(7), 1344\u20131353.","journal-title":"Ecological Economics"},{"issue":"2","key":"2855_CR59","doi-asserted-by":"publisher","first-page":"230","DOI":"10.1016\/S0377-2217(96)00344-X","volume":"98","author":"LJ Mester","year":"1997","unstructured":"Mester, L. J. (1997). Measuring efficiency at US banks: Accounting for heterogeneity is important. European Journal of Operational Research, 98(2), 230\u2013242.","journal-title":"European Journal of Operational Research"},{"issue":"1","key":"2855_CR60","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1017\/S0023879100020318","volume":"1","author":"RM Morse","year":"1965","unstructured":"Morse, R. M. (1965). Recent research on Latin American urbanization: A selective survey with commentary. Latin American Research Review, 1(1), 35\u201374.","journal-title":"Latin American Research Review"},{"issue":"3","key":"2855_CR61","first-page":"319","volume":"32","author":"JF Nolan","year":"1996","unstructured":"Nolan, J. F. (1996). Determinants of productive efficiency in urban transit. Logistics and Transportation Review, 32(3), 319.","journal-title":"Logistics and Transportation Review"},{"issue":"2","key":"2855_CR62","doi-asserted-by":"publisher","first-page":"471","DOI":"10.1007\/s10479-014-1773-5","volume":"247","author":"C Oliveira","year":"2016","unstructured":"Oliveira, C., Coelho, D., & Antunes, C. H. (2016). Coupling input\u2013output analysis with multiobjective linear programming models for the study of economy\u2013energy\u2013environment\u2013social (E3S) trade-offs: A review. Annals of Operations Research, 247(2), 471\u2013502.","journal-title":"Annals of Operations Research"},{"key":"2855_CR63","first-page":"121","volume":"28","author":"TH Oum","year":"1994","unstructured":"Oum, T. H., & Yu, C. (1994). Economic efficiency of railways and implications for public policy: A comparative study of the OECD countries\u2019 railways. Journal of Transport Economics and Policy, 28, 121\u2013138.","journal-title":"Journal of Transport Economics and Policy"},{"issue":"13","key":"2855_CR64","doi-asserted-by":"publisher","first-page":"1346","DOI":"10.1016\/j.jclepro.2007.07.001","volume":"16","author":"U Palme","year":"2008","unstructured":"Palme, U., & Tillman, A. M. (2008). Sustainable development indicators: How are they used in Swedish water utilities? Journal of Cleaner Production, 16(13), 1346\u20131357.","journal-title":"Journal of Cleaner Production"},{"key":"2855_CR65","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1016\/j.ecolecon.2014.02.004","volume":"100","author":"AJ Picazo-Tadeo","year":"2014","unstructured":"Picazo-Tadeo, A. J., Castillo-Gim\u00e9nez, J., & Beltr\u00e1n-Esteve, M. (2014). An intertemporal approach to measuring environmental performance with directional distance functions: Greenhouse gas emissions in the European Union. Ecological Economics, 100, 173\u2013182.","journal-title":"Ecological Economics"},{"issue":"1\u20132","key":"2855_CR66","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1007\/s10479-017-2540-1","volume":"259","author":"J Puri","year":"2017","unstructured":"Puri, J., Yadav, S. P., & Garg, H. (2017). A new multi-component DEA approach using common set of weights methodology and imprecise data: An application to public sector banks in India with undesirable and shared resources. Annals of Operations Research, 259(1\u20132), 351\u2013388.","journal-title":"Annals of Operations Research"},{"issue":"4","key":"2855_CR67","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1111\/j.1728-4457.2007.00193.x","volume":"33","author":"M Ravallion","year":"2007","unstructured":"Ravallion, M., Chen, S., & Sangraula, P. (2007). New evidence on the urbanization of global poverty. Population and Development Review, 33(4), 667\u2013701.","journal-title":"Population and Development Review"},{"issue":"12","key":"2855_CR68","doi-asserted-by":"publisher","first-page":"1620","DOI":"10.1287\/mnsc.37.12.1620","volume":"37","author":"SC Ray","year":"1991","unstructured":"Ray, S. C. (1991). Resource-use efficiency in public schools: A study of Connecticut data. Management Science, 37(12), 1620\u20131628.","journal-title":"Management Science"},{"issue":"4","key":"2855_CR69","doi-asserted-by":"publisher","first-page":"924","DOI":"10.1111\/poms.12003","volume":"22","author":"G Reiner","year":"2013","unstructured":"Reiner, G., Teller, C., & Kotzab, H. (2013). Analyzing the efficient execution of in-store logistics processes in grocery retailing\u2014The case of dairy products. Production and Operations Management, 22(4), 924\u2013939.","journal-title":"Production and Operations Management"},{"issue":"2","key":"2855_CR70","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1016\/j.amc.2004.04.050","volume":"165","author":"RF Saen","year":"2005","unstructured":"Saen, R. F., Memariani, A., & Lotfi, F. H. (2005). Determining relative efficiency of slightly non-homogeneous decision making units by data envelopment analysis: A case study in IROST. Applied Mathematics and Computation, 165(2), 313\u2013328.","journal-title":"Applied Mathematics and Computation"},{"issue":"2","key":"2855_CR71","doi-asserted-by":"publisher","first-page":"1568","DOI":"10.1016\/j.eswa.2007.01.039","volume":"34","author":"S Samoilenko","year":"2008","unstructured":"Samoilenko, S., & Osei-Bryson, K. M. (2008). Increasing the discriminatory power of DEA in the presence of the sample heterogeneity with cluster analysis and decision trees. Expert Systems with Applications, 34(2), 1568\u20131581.","journal-title":"Expert Systems with Applications"},{"issue":"7","key":"2855_CR72","first-page":"789","volume":"51","author":"CS Sarrico","year":"2000","unstructured":"Sarrico, C. S., & Dyson, R. G. (2000). Using DEA for planning in UK universities\u2014An institutional perspective. Journal of the Operational Research Society, 51(7), 789\u2013800.","journal-title":"Journal of the Operational Research Society"},{"issue":"1","key":"2855_CR73","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/S0377-2217(01)00293-4","volume":"142","author":"LM Seiford","year":"2002","unstructured":"Seiford, L. M., & Zhu, J. (2002). Modeling undesirable factors in efficiency evaluation. European Journal of Operational Research, 142(1), 16\u201320.","journal-title":"European Journal of Operational Research"},{"issue":"1","key":"2855_CR74","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1287\/inte.24.1.87","volume":"24","author":"TR Sexton","year":"1994","unstructured":"Sexton, T. R., Sleeper, S., & Taggart, R. E. (1994). Improving pupil transportation in North Carolina. Interfaces, 24(1), 87\u2013103.","journal-title":"Interfaces"},{"key":"2855_CR75","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1016\/j.cities.2014.06.006","volume":"42","author":"L Shen","year":"2015","unstructured":"Shen, L., Zhou, J., Skitmore, M., & Xia, B. (2015). Application of a hybrid Entropy\u2013McKinsey Matrix method in evaluating sustainable urbanization: A China case study. Cities, 42, 186\u2013194.","journal-title":"Cities"},{"key":"2855_CR76","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-016-2158-8","author":"ML Song","year":"2016","unstructured":"Song, M. L., Fisher, R., Wang, J. L., & Cui, L. B. (2016). Environmental performance evaluation with big data: Theories and methods. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-016-2158-8 .","journal-title":"Annals of Operations Research"},{"key":"2855_CR77","unstructured":"Spegele, B., & Abkowitz, A. (2015). Beijing steps up smog warnings. Wall Street Journal (December 18)."},{"issue":"1\u20132","key":"2855_CR78","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1007\/s10479-016-2196-2","volume":"248","author":"Y Tan","year":"2017","unstructured":"Tan, Y., Zhang, Y., & Khodaverdi, R. (2017). Service performance evaluation using data envelopment analysis and balance scorecard approach: An application to automotive industry. Annals of Operations Research, 248(1\u20132), 449\u2013470.","journal-title":"Annals of Operations Research"},{"issue":"1","key":"2855_CR79","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1007\/s10479-016-2375-1","volume":"253","author":"M Toloo","year":"2017","unstructured":"Toloo, M., & Tavana, M. (2017). A novel method for selecting a single efficient unit in data envelopment analysis without explicit inputs\/outputs. Annals of Operations Research, 253(1), 657\u2013681.","journal-title":"Annals of Operations Research"},{"issue":"3","key":"2855_CR80","doi-asserted-by":"publisher","first-page":"498","DOI":"10.1016\/S0377-2217(99)00407-5","volume":"130","author":"K Tone","year":"2001","unstructured":"Tone, K. (2001). A slacks-based measure of efficiency in data envelopment analysis. European Journal of Operational Research, 130(3), 498\u2013509.","journal-title":"European Journal of Operational Research"},{"key":"2855_CR81","unstructured":"Tone, K. (2004). A hybrid measure of efficiency in DEA. GRIPS Research Report Series."},{"key":"2855_CR82","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/j.ecolecon.2012.10.005","volume":"86","author":"SK Varghese","year":"2013","unstructured":"Varghese, S. K., Veettil, P. C., Speelman, S., Buysse, J., & Van Huylenbroeck, G. (2013). Estimating the causal effect of water scarcity on the groundwater use efficiency of rice farming in South India. Ecological Economics, 86, 55\u201364.","journal-title":"Ecological Economics"},{"issue":"3","key":"2855_CR83","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1016\/j.landurbplan.2011.11.006","volume":"104","author":"H Wang","year":"2012","unstructured":"Wang, H., He, Q., Liu, X., Zhuang, Y., & Hong, S. (2012). Global urbanization research from 1991 to 2009: A systematic research review. Landscape and Urban Planning, 104(3), 299\u2013309.","journal-title":"Landscape and Urban Planning"},{"key":"2855_CR84","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-016-2189-1","author":"H Wang","year":"2016","unstructured":"Wang, K., Lee, C. Y., Zhang, J., & Wei, Y. M. (2016a). Operational performance management of the power industry: A distinguishing analysis between effectiveness and efficiency. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-016-2189-1 .","journal-title":"Annals of Operations Research"},{"key":"2855_CR85","doi-asserted-by":"publisher","first-page":"1563","DOI":"10.1016\/j.rser.2015.10.090","volume":"54","author":"Q Wang","year":"2016","unstructured":"Wang, Q., Zeng, Y. E., & Wu, B. W. (2016b). Exploring the relationship between urbanization, energy consumption, and CO2 emissions in different provinces of China. Renewable and Sustainable Energy Reviews, 54, 1563\u20131579.","journal-title":"Renewable and Sustainable Energy Reviews"},{"key":"2855_CR86","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1016\/j.ecolind.2014.07.022","volume":"51","author":"Q Wang","year":"2015","unstructured":"Wang, Q., Zhao, Z., Shen, N., & Liu, T. (2015). Have Chinese cities achieved the win\u2013win between environmental protection and economic development? From the perspective of environmental efficiency. Ecological Indicators, 51, 151\u2013158.","journal-title":"Ecological Indicators"},{"key":"2855_CR87","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1016\/j.enpol.2015.05.005","volume":"84","author":"J Wu","year":"2015","unstructured":"Wu, J., Lv, L., Sun, J., & Ji, X. (2015). A comprehensive analysis of China\u2019s regional energy saving and emission reduction efficiency: From production and treatment perspectives. Energy Policy, 84, 166\u2013176.","journal-title":"Energy Policy"},{"issue":"2","key":"2855_CR88","doi-asserted-by":"publisher","first-page":"759","DOI":"10.1007\/s10479-014-1749-5","volume":"247","author":"F Yang","year":"2016","unstructured":"Yang, F., Yuan, Q., Du, S., & Liang, L. (2016). Reserving relief supplies for earthquake: A multi-attribute decision making of China Red Cross. Annals of Operations Research, 247(2), 759\u2013785.","journal-title":"Annals of Operations Research"},{"issue":"4","key":"2855_CR89","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1016\/j.landurbplan.2004.06.001","volume":"72","author":"F Yeoman","year":"2005","unstructured":"Yeoman, F., & MacNally, R. (2005). The avifaunas of some fragmented, periurban, coastal woodlands in south-eastern Australia. Landscape and Urban Planning, 72(4), 297\u2013312.","journal-title":"Landscape and Urban Planning"},{"key":"2855_CR90","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1016\/j.ecolind.2013.09.003","volume":"36","author":"K Yin","year":"2014","unstructured":"Yin, K., Wang, R., An, Q., Yao, L., & Liang, J. (2014). Using eco-efficiency as an indicator for sustainable urban development: A case study of Chinese provincial capital cities. Ecological Indicators, 36, 665\u2013671.","journal-title":"Ecological Indicators"},{"key":"2855_CR91","doi-asserted-by":"publisher","first-page":"279","DOI":"10.2307\/1519769","volume":"68","author":"R York","year":"2003","unstructured":"York, R., Rosa, E. A., & Dietz, T. (2003). Footprints on the earth: The environmental consequences of modernity. American Sociological Review, 68, 279\u2013300.","journal-title":"American Sociological Review"},{"issue":"3","key":"2855_CR92","doi-asserted-by":"publisher","first-page":"569","DOI":"10.1016\/S0377-2217(97)00076-3","volume":"105","author":"C Yu","year":"1998","unstructured":"Yu, C. (1998). The effects of exogenous variables in efficiency measurement\u2014A Monte Carlo study. European Journal of Operational Research, 105(3), 569\u2013580.","journal-title":"European Journal of Operational Research"},{"issue":"9","key":"2855_CR93","doi-asserted-by":"publisher","first-page":"1748","DOI":"10.1016\/j.ecolecon.2010.04.006","volume":"69","author":"Y Yu","year":"2010","unstructured":"Yu, Y., & Wen, Z. (2010). Evaluating China\u2019s urban environmental sustainability with data envelopment analysis. Ecological Economics, 69(9), 1748\u20131755.","journal-title":"Ecological Economics"},{"key":"2855_CR94","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-017-2669-y","author":"Y Yu","year":"2017","unstructured":"Yu, Y., Zhu, W., & Zhang, Q. (2017). DEA cross-efficiency evaluation and ranking method based on interval data. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-017-2669-y .","journal-title":"Annals of Operations Research"},{"issue":"1","key":"2855_CR95","doi-asserted-by":"publisher","first-page":"306","DOI":"10.1016\/j.ecolecon.2008.03.009","volume":"68","author":"B Zhang","year":"2008","unstructured":"Zhang, B., Bi, J., Fan, Z., Yuan, Z., & Ge, J. (2008). Eco-efficiency analysis of industrial system in China: A data envelopment analysis approach. Ecological Economics, 68(1), 306\u2013316.","journal-title":"Ecological Economics"},{"key":"2855_CR96","doi-asserted-by":"publisher","first-page":"642","DOI":"10.1016\/j.jclepro.2016.02.052","volume":"142","author":"N Zhang","year":"2017","unstructured":"Zhang, N., & Chen, Z. (2017). Sustainability characteristics of China\u2019s Poyang Lake Eco-Economics Zone in the big data environment. Journal of Cleaner Production, 142, 642\u2013653.","journal-title":"Journal of Cleaner Production"},{"issue":"1\u20132","key":"2855_CR97","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1007\/s10479-015-2053-8","volume":"255","author":"P Zhou","year":"2017","unstructured":"Zhou, P., Wu, F., & Zhou, D. Q. (2017). Total-factor energy efficiency with congestion. Annals of Operations Research, 255(1\u20132), 241\u2013256.","journal-title":"Annals of Operations Research"},{"key":"2855_CR98","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1016\/j.apenergy.2014.02.049","volume":"130","author":"P Zhou","year":"2014","unstructured":"Zhou, P., Zhou, X., & Fan, L. W. (2014). On estimating shadow prices of undesirable outputs with efficiency models: A literature review. Applied Energy, 130, 799\u2013806.","journal-title":"Applied Energy"}],"container-title":["Annals of Operations Research"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-018-2855-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10479-018-2855-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-018-2855-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,2]],"date-time":"2023-09-02T06:56:20Z","timestamp":1693637780000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10479-018-2855-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4,21]]},"references-count":98,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[2019,7]]}},"alternative-id":["2855"],"URL":"https:\/\/doi.org\/10.1007\/s10479-018-2855-6","relation":{},"ISSN":["0254-5330","1572-9338"],"issn-type":[{"value":"0254-5330","type":"print"},{"value":"1572-9338","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,4,21]]},"assertion":[{"value":"21 April 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}