{"id":"https://openalex.org/W3209848249","doi":"https://doi.org/10.3233/jcm-215590","title":"Calculation of regional agricultural production efficiency and empirical analysis of its influencing factors-based on DEA-CCR model and Tobit model","display_name":"Calculation of regional agricultural production efficiency and empirical analysis of its influencing factors-based on DEA-CCR model and Tobit model","publication_year":2021,"publication_date":"2021-11-02","ids":{"openalex":"https://openalex.org/W3209848249","doi":"https://doi.org/10.3233/jcm-215590","mag":"3209848249"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-215590","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-215590","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008842747","display_name":"Pengfei Zhou","orcid":"https://orcid.org/0000-0003-2117-7967"},"institutions":[{"id":"https://openalex.org/I126924076","display_name":"Chongqing Normal University","ror":"https://ror.org/01dcw5w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I126924076"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Zhou","raw_affiliation_strings":["School of Economics and Management, Chongqing Normal University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chongqing Normal University, Chongqing, China","institution_ids":["https://openalex.org/I126924076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113736676","display_name":"Siyuan Yang","orcid":"https://orcid.org/0009-0003-4123-2633"},"institutions":[{"id":"https://openalex.org/I126924076","display_name":"Chongqing Normal University","ror":"https://ror.org/01dcw5w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I126924076"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyuan Yang","raw_affiliation_strings":["School of Economics and Management, Chongqing Normal University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chongqing Normal University, Chongqing, China","institution_ids":["https://openalex.org/I126924076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037803822","display_name":"Xiaohang Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I126924076","display_name":"Chongqing Normal University","ror":"https://ror.org/01dcw5w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I126924076"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaohang Wu","raw_affiliation_strings":["School of Economics and Management, Chongqing Normal University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chongqing Normal University, Chongqing, China","institution_ids":["https://openalex.org/I126924076"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067031466","display_name":"Yang Shen","orcid":"https://orcid.org/0000-0002-6781-6915"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Shen","raw_affiliation_strings":["School of Statistics, Huaqiao University, Xiamen, Fujian, China"],"affiliations":[{"raw_affiliation_string":"School of Statistics, Huaqiao University, Xiamen, Fujian, China","institution_ids":["https://openalex.org/I119045251"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037803822","https://openalex.org/A5067031466"],"corresponding_institution_ids":["https://openalex.org/I119045251","https://openalex.org/I126924076"],"apc_list":null,"apc_paid":null,"fwci":1.3942,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.82316902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"109","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12896","display_name":"Sustainable Agricultural Systems Analysis","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14051","display_name":"Regional Economic and Spatial Analysis","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tobit-model","display_name":"Tobit model","score":0.8574315309524536},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6526777744293213},{"id":"https://openalex.org/keywords/agricultural-productivity","display_name":"Agricultural productivity","score":0.6262494325637817},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6007001996040344},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.5727827548980713},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.5623548626899719},{"id":"https://openalex.org/keywords/agricultural-economics","display_name":"Agricultural economics","score":0.5421628952026367},{"id":"https://openalex.org/keywords/malmquist-index","display_name":"Malmquist index","score":0.5122863054275513},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.49841880798339844},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.4902794659137726},{"id":"https://openalex.org/keywords/urbanization","display_name":"Urbanization","score":0.47702690958976746},{"id":"https://openalex.org/keywords/modernization-theory","display_name":"Modernization theory","score":0.444664865732193},{"id":"https://openalex.org/keywords/agricultural-machinery","display_name":"Agricultural machinery","score":0.4334956705570221},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3552411198616028},{"id":"https://openalex.org/keywords/total-factor-productivity","display_name":"Total factor productivity","score":0.35171282291412354},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.25647538900375366},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.22888129949569702},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10735717415809631},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10715901851654053},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.08387121558189392}],"concepts":[{"id":"https://openalex.org/C166866094","wikidata":"https://www.wikidata.org/wiki/Q1307251","display_name":"Tobit model","level":2,"score":0.8574315309524536},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6526777744293213},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.6262494325637817},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6007001996040344},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.5727827548980713},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5623548626899719},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.5421628952026367},{"id":"https://openalex.org/C2777017832","wikidata":"https://www.wikidata.org/wiki/Q6744383","display_name":"Malmquist index","level":4,"score":0.5122863054275513},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.49841880798339844},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.4902794659137726},{"id":"https://openalex.org/C39853841","wikidata":"https://www.wikidata.org/wiki/Q161078","display_name":"Urbanization","level":2,"score":0.47702690958976746},{"id":"https://openalex.org/C53844881","wikidata":"https://www.wikidata.org/wiki/Q856122","display_name":"Modernization theory","level":2,"score":0.444664865732193},{"id":"https://openalex.org/C47136581","wikidata":"https://www.wikidata.org/wiki/Q16000047","display_name":"Agricultural machinery","level":3,"score":0.4334956705570221},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3552411198616028},{"id":"https://openalex.org/C120009192","wikidata":"https://www.wikidata.org/wiki/Q1936153","display_name":"Total factor productivity","level":3,"score":0.35171282291412354},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.25647538900375366},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.22888129949569702},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10735717415809631},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10715901851654053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.08387121558189392},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-215590","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-215590","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1978826670","https://openalex.org/W2078894925","https://openalex.org/W2097173585","https://openalex.org/W3042463758","https://openalex.org/W3122246905"],"related_works":["https://openalex.org/W2568951221","https://openalex.org/W3124885072","https://openalex.org/W1572851458","https://openalex.org/W3122662875","https://openalex.org/W2018487094","https://openalex.org/W2382070826","https://openalex.org/W3131207283","https://openalex.org/W3145570214","https://openalex.org/W3133854136","https://openalex.org/W3209848249"],"abstract_inverted_index":{"The":[0],"improvement":[1,174],"of":[2,9,15,76,97,124,131,143,154,175,202,213],"agricultural":[3,17,40,55,68,81,107,121,165],"production":[4,10,41,108,122,176,197,214],"efficiency":[5,42,123],"and":[6,32,37,43,47,57,70,79,88,113,188,216,222],"the":[7,13,50,73,102,119,128,152,169,173,200,211,217,228],"transformation":[8,56],"mode":[11],"are":[12],"core":[14],"promoting":[16,72],"modernization.":[18],"Taking":[19],"Chongqing":[20,125],"as":[21],"a":[22,148,192,207],"sample":[23],"case,":[24],"this":[25],"paper":[26],"uses":[27],"DEA-CCR":[28],"Model,":[29],"Malmquist":[30,158],"Index":[31,159],"Tobit":[33],"Model":[34],"to":[35,104,135,172,226],"calculate":[36],"analyze":[38],"its":[39,44,54],"influencing":[45],"factors,":[46],"accurately":[48],"identifies":[49],"problems":[51],"existing":[52],"in":[53,101,151],"development.":[58,156],"It":[59],"has":[60,168,206],"an":[61,138],"important":[62],"policy":[63],"reference":[64,87],"value":[65],"for":[66,90,180],"improving":[67],"innovation":[69],"competitiveness,":[71],"steady":[74],"development":[75,100,186],"rural":[77,223],"revitalization,":[78],"realizing":[80],"modernization,":[82],"which":[83],"also":[84],"provides":[85],"some":[86],"enlightenment":[89],"countries":[91],"or":[92],"regions":[93],"with":[94,137],"similar":[95],"characteristics":[96],"mountain":[98],"agriculture":[99],"world":[103],"enhance":[105],"regional":[106,155,184],"efficiency.":[109,177],"Through":[110,157],"empirical":[111],"analysis":[112],"investigation,":[114],"it":[115,161],"is":[116,147,162],"found":[117,163],"that":[118,164],"overall":[120],"remains":[126],"at":[127],"productivity":[129],"level":[130,153,187,201],"0.8":[132],"from":[133],"2009":[134],"2018,":[136],"average":[139],"annual":[140],"growth":[141],"rate":[142],"12.8%,":[144],"but":[145],"there":[146],"large":[149],"gap":[150,219],"decomposition,":[160],"technology":[166],"progress":[167],"greatest":[170],"contribution":[171],"Financial":[178],"support":[179],"agriculture,":[181],"urbanization":[182],"level,":[183],"economic":[185],"highway":[189],"mileage":[190],"have":[191],"significant":[193],"positive":[194],"impact":[195,209],"on":[196,210],"efficiency,":[198,215],"while":[199],"farmers\u2019":[203],"disposable":[204],"income":[205,218],"negative":[208],"increase":[212],"between":[220],"urban":[221],"residents":[224],"fails":[225],"pass":[227],"significance":[229],"test.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
