{"id":"https://openalex.org/W4220713524","doi":"https://doi.org/10.1080/01969722.2022.2055382","title":"Public Hospitals Performance Measurement through a Three-Staged Data Envelopment Analysis Approach: Evidence from an Emerging Economy","display_name":"Public Hospitals Performance Measurement through a Three-Staged Data Envelopment Analysis Approach: Evidence from an Emerging Economy","publication_year":2022,"publication_date":"2022-03-26","ids":{"openalex":"https://openalex.org/W4220713524","doi":"https://doi.org/10.1080/01969722.2022.2055382"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1080/01969722.2022.2055382","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/01969722.2022.2055382?needAccess=true","source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/01969722.2022.2055382?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077713532","display_name":"Seyed Hossein Razavi Hajiagha","orcid":"https://orcid.org/0000-0003-2084-7244"},"institutions":[{"id":"https://openalex.org/I4210109871","display_name":"Khatam University","ror":"https://ror.org/016tr2g85","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210109871"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyed Hossein Razavi Hajiagha","raw_affiliation_strings":["Department of Management, Faculty of Management and Finance, Khatam University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Management, Faculty of Management and Finance, Khatam University, Tehran, Iran","institution_ids":["https://openalex.org/I4210109871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011773855","display_name":"Hannan Amoozad Mahdiraji","orcid":"https://orcid.org/0000-0002-8382-6603"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"funder","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hannan Amoozad Mahdiraji","raw_affiliation_strings":["School of Business, University of Leicester, Leicester, UK"],"affiliations":[{"raw_affiliation_string":"School of Business, University of Leicester, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101451847","display_name":"Shide Sadat Hashemi","orcid":"https://orcid.org/0000-0002-1907-1541"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"funder","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shide Sadat Hashemi","raw_affiliation_strings":["Department of Management, Saramadan Andishe Avina Co., Tarbiat Modaress University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Management, Saramadan Andishe Avina Co., Tarbiat Modaress University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016950841","display_name":"Jose Arturo Garza\u2010Reyes","orcid":"https://orcid.org/0000-0002-5493-877X"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"funder","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jose Arturo Garza-Reyes","raw_affiliation_strings":["Centre for Supply Chain Improvement, The University of Derby Kedleston Road Campus, Derby, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Supply Chain Improvement, The University of Derby Kedleston Road Campus, Derby, UK","institution_ids":["https://openalex.org/I22128151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101985171","display_name":"Rohit Joshi","orcid":"https://orcid.org/0000-0002-8409-5822"},"institutions":[{"id":"https://openalex.org/I2800084297","display_name":"Indian Institute of Management Shillong","ror":"https://ror.org/04etfv811","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800084297"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohit Joshi","raw_affiliation_strings":["Department of Operations Management, Indian Institute of Management Shillong, Shillong, India"],"affiliations":[{"raw_affiliation_string":"Department of Operations Management, Indian Institute of Management Shillong, Shillong, India","institution_ids":["https://openalex.org/I2800084297"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011773855"],"corresponding_institution_ids":["https://openalex.org/I153648349"],"apc_list":null,"apc_paid":null,"fwci":2.199,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.832879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":92},"biblio":{"volume":"54","issue":"1","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9985,"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":0.9985,"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/T10391","display_name":"Healthcare Policy and Management","score":0.9886,"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"}},{"id":"https://openalex.org/T11531","display_name":"Healthcare Systems and Reforms","score":0.9705,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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":[],"concepts":[{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.8232761},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.52354807},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4464596},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.42282486},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3909474},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3687484},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3566171},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.35405678},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.34124115},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2997428},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1985803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15759185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13745394}],"mesh":[],"locations_count":4,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1080/01969722.2022.2055382","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/01969722.2022.2055382?needAccess=true","source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"http://pure-oai.bham.ac.uk/ws/files/193295999/Public_Hospitals_Performance_Measurement_through_a_Three_Staged_Data_Envelopment_Analysis_Approach_Evidence_from_an_Emerging_Economy.pdf","pdf_url":"http://pure-oai.bham.ac.uk/ws/files/193295999/Public_Hospitals_Performance_Measurement_through_a_Three_Staged_Data_Envelopment_Analysis_Approach_Evidence_from_an_Emerging_Economy.pdf","source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":["University of Birmingham"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://birmingham.elsevierpure.com/en/publications/57c2e33a-fd38-46a0-8eba-3d95c0234711","pdf_url":"https://birmingham.elsevierpure.com/files/193295999/Public_Hospitals_Performance_Measurement_through_a_Three_Staged_Data_Envelopment_Analysis_Approach_Evidence_from_an_Emerging_Economy.pdf","source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":["University of Birmingham"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Public_Hospitals_Performance_Measurement_through_a_Three-Staged_Data_Envelopment_Analysis_Approach_Evidence_from_an_Emerging_Economy/19425479","pdf_url":"https://figshare.com/articles/journal_contribution/Public_Hospitals_Performance_Measurement_through_a_Three-Staged_Data_Envelopment_Analysis_Approach_Evidence_from_an_Emerging_Economy/19425479/1/files/34514582.pdf","source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":["University of Illinois Chicago"],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1080/01969722.2022.2055382","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/01969722.2022.2055382?needAccess=true","source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.66}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":72,"referenced_works":["https://openalex.org/W1592678200","https://openalex.org/W1978994103","https://openalex.org/W1999534493","https://openalex.org/W2010167539","https://openalex.org/W2039151923","https://openalex.org/W2041913912","https://openalex.org/W2062997103","https://openalex.org/W2065525347","https://openalex.org/W2076211381","https://openalex.org/W2076452041","https://openalex.org/W2081771173","https://openalex.org/W2082571265","https://openalex.org/W2085511660","https://openalex.org/W2091639123","https://openalex.org/W2122840801","https://openalex.org/W2128805743","https://openalex.org/W2144963618","https://openalex.org/W2177191631","https://openalex.org/W2566218220","https://openalex.org/W2584188806","https://openalex.org/W2611284547","https://openalex.org/W2750623819","https://openalex.org/W2788794865","https://openalex.org/W2792416130","https://openalex.org/W2796712316","https://openalex.org/W2803841317","https://openalex.org/W2883831382","https://openalex.org/W2887014118","https://openalex.org/W2891065398","https://openalex.org/W2901257705","https://openalex.org/W2901487450","https://openalex.org/W2907938985","https://openalex.org/W2910456254","https://openalex.org/W2913949638","https://openalex.org/W2936431939","https://openalex.org/W2942576989","https://openalex.org/W2944251360","https://openalex.org/W2951685495","https://openalex.org/W2952097196","https://openalex.org/W2954115975","https://openalex.org/W2954716654","https://openalex.org/W2964648804","https://openalex.org/W2967775251","https://openalex.org/W2979452709","https://openalex.org/W2979805265","https://openalex.org/W2981093620","https://openalex.org/W2982320891","https://openalex.org/W2990458751","https://openalex.org/W2991152680","https://openalex.org/W2996713973","https://openalex.org/W2997609629","https://openalex.org/W3000082857","https://openalex.org/W3002267047","https://openalex.org/W3007784500","https://openalex.org/W3021407549","https://openalex.org/W3023050412","https://openalex.org/W3037635928","https://openalex.org/W3096250759","https://openalex.org/W3112616411","https://openalex.org/W3134080520","https://openalex.org/W3160963262","https://openalex.org/W3161893426","https://openalex.org/W3202996542","https://openalex.org/W3210760237","https://openalex.org/W4200490832","https://openalex.org/W4200574624","https://openalex.org/W4206086126","https://openalex.org/W4214736747","https://openalex.org/W4241979609","https://openalex.org/W4251387974","https://openalex.org/W4253451103","https://openalex.org/W561180520"],"related_works":["https://openalex.org/W4378625608","https://openalex.org/W2801360836","https://openalex.org/W2736559621","https://openalex.org/W2360317231","https://openalex.org/W2357668327","https://openalex.org/W2352291457","https://openalex.org/W2277194173","https://openalex.org/W2126538897","https://openalex.org/W2120745168","https://openalex.org/W1499852230"],"abstract_inverted_index":{"This":[0],"study":[1],"proposes":[2,170],"a":[3,54,61,69,79,121,135,171,201],"three-staged":[4],"approach":[5,16,116],"to":[6,18,28,59,67,86,90,119,166,179,210,220,229],"data":[7,98],"envelopment":[8],"analysis":[9,47,56],"(DEA)":[10],"modeling":[11],"for":[12],"hospital":[13,145],"efficiency.":[14],"The":[15,109,168],"aims":[17],"overcome":[19],"the":[20,23,29,34,87,92,100,113,125,144,151,154,158,163,181,185,191,211,217,221,231],"constraint":[21],"on":[22,73],"number":[24,30,192],"of":[25,31,37,64,76,95,103,111,128,139,193,203,223,233],"inputs/outputs":[26,65,140],"relative":[27,93],"DMUs.":[32],"Initially,":[33],"principal":[35,45,51,182,212],"components":[36,52,183,213],"all":[38],"inputs":[39,186,194,204,224],"and":[40,66,132,187,195,197,205,225],"outputs":[41,196,206,226],"are":[42,117],"determined":[43],"using":[44,97,177],"component":[46],"(PCA).":[48],"Next,":[49],"these":[50],"enter":[53],"factor":[55],"(FA)":[57],"process":[58],"construct":[60],"two-level":[62,80],"hierarchy":[63,202,222],"establish":[68],"weighting":[70],"scheme":[71],"based":[72],"explained":[74],"variances":[75],"components.":[77],"Finally,":[78,216],"DEA":[81,130,165,174],"(TLDEA)":[82],"method":[83,219],"is":[84,214,227],"applied":[85,228],"resultant":[88],"framework":[89],"determine":[91],"efficiency":[94,146],"hospitals":[96],"from":[99,160,184],"healthcare":[101],"context":[102],"Iran":[104],"as":[105],"an":[106],"emerging":[107],"economy.":[108],"outcomes":[110],"applying":[112,208],"proposed":[114],"PCA-FA-TLDEA":[115,155],"argued":[118],"offer":[120],"substantial":[122],"increase":[123],"in":[124,143,150,162],"discriminatory":[126],"power":[127],"classical":[129],"methods":[131],"could":[133],"incorporate":[134],"relatively":[136],"large":[137],"set":[138],"already":[141],"existing":[142],"literature.":[147],"As":[148],"demonstrated":[149],"evaluated":[152],"hospitals,":[153],"methodology":[156],"improved":[157],"discrimination":[159],"0%":[161],"original":[164],"45%.":[167],"paper":[169],"novel":[172],"three-stage":[173],"model":[175],"by":[176,207],"PCA":[178],"extract":[180],"outputs;":[188],"therefore,":[189],"reducing":[190],"their":[198],"inter-correlations.":[199],"Secondly,":[200],"FA":[209],"constructed.":[215],"TLDEA":[218],"evaluate":[230],"performance":[232],"public":[234],"hospitals.":[235]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4220713524","counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2025-04-10T08:51:27.424366","created_date":"2022-04-03"}