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The results show that in the sample period, there are significant differences between provinces and regions in China\u2019s non-life insurance efficiency, which generally shows the echelon spatial characteristics of \u201cstrong in the west and weak in the east\u201d. Technological progress in the western region promotes the rapid growth of total factor productivity, while the low efficiency of technological progress in the eastern region restrains the improvement of total factor productivity. The overall total factor productivity of China\u2019s provincial non-life insurance industry is on the rise, mainly due to the improvement of pure technical efficiency and scale efficiency, while technological progress has an inhibiting effect on the contrary. These conclusions are of reference value for relevant stakeholders in China\u2019s provincial non-life insurance market to formulate development strategies and business strategies.<\/jats:p>","DOI":"10.1155\/2021\/3022658","type":"journal-article","created":{"date-parts":[[2021,9,15]],"date-time":"2021-09-15T19:35:19Z","timestamp":1631734519000},"page":"1-10","source":"Crossref","is-referenced-by-count":3,"title":["Measuring Total Factor Productivity of China Provincial Non-Life Insurance Market: A DEA-Malmquist Index Method"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1717-5627","authenticated-orcid":true,"given":"Fangping","family":"Yu","sequence":"first","affiliation":[{"name":"Dalian Maritime University, School of Shipping Economics and Management, Dalian 116026, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hang","family":"Chen","sequence":"additional","affiliation":[{"name":"Dalian Maritime University, School of Shipping Economics and Management, Dalian 116026, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0896-7983","authenticated-orcid":true,"given":"Jiaqi","family":"Luo","sequence":"additional","affiliation":[{"name":"Dalian Maritime University, School of Shipping Economics and Management, Dalian 116026, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haibo","family":"Kuang","sequence":"additional","affiliation":[{"name":"Dalian Maritime University, School of Shipping Economics and Management, Dalian 116026, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","reference":[{"key":"1","volume-title":"World Insurance: Riding Out the 2020 Pandemic Storm","author":"Swiss Re Institute","year":"2020"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2010.01.011"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1057\/grir.2010.3"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2016.08.070"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1057\/s41288-017-0058-z"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1057\/gpp.2009.33"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.11.041"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1057\/gpp.2009.10"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.3846\/20294913.2017.1303649"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1016\/j.econmod.2015.11.005"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1007\/s40953-018-0148-1"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1080\/1540496x.2014.998907"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1057\/s41288-020-00173-8"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.7591\/9781501719431-005"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbankfin.2009.08.026"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2012.11.008"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1057\/s41288-020-00181-8"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.2307\/253402"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1057\/gpp.2014.37"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbankfin.2007.09.003"},{"issue":"5","key":"21","first-page":"1040","article-title":"Productivity growth, technical progress, and efficiency change in industrialized countries","volume":"84","author":"R. 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