{"id":"https://openalex.org/W4405583000","doi":"https://doi.org/10.30656/jsmi.v8i2.8936","title":"Performance evaluation using data envelopment analysis - stepwise modeling approach: A case study of construction industries in Indonesia","display_name":"Performance evaluation using data envelopment analysis - stepwise modeling approach: A case study of construction industries in Indonesia","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4405583000","doi":"https://doi.org/10.30656/jsmi.v8i2.8936"},"language":"en","primary_location":{"id":"doi:10.30656/jsmi.v8i2.8936","doi":"https://doi.org/10.30656/jsmi.v8i2.8936","is_oa":true,"landing_page_url":"https://doi.org/10.30656/jsmi.v8i2.8936","pdf_url":null,"source":{"id":"https://openalex.org/S2785277217","display_name":"Jurnal Sistem dan Manajemen Industri","issn_l":"2580-2887","issn":["2580-2887","2580-2895"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4404676839","host_organization_name":"Serang Raya University","host_organization_lineage":["https://openalex.org/P4404676839"],"host_organization_lineage_names":["Serang Raya University"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Sistem dan Manajemen Industri","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4405583000"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.30656/jsmi.v8i2.8936","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038834175","display_name":"Erni Puspanantasari Putri","orcid":"https://orcid.org/0000-0001-6350-1732","observed_orcids":["https://orcid.org/0000-0001-6350-1732"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erni Puspanantasari Putri","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6350-1732","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074823705","display_name":"\u0418\u0432\u0430\u043d \u0410\u043d\u0430\u0442\u043e\u043b\u044c\u0435\u0432\u0438\u0447 \u041f\u0430\u0440\u0438\u043d\u043e\u0432","orcid":"https://orcid.org/0000-0003-3833-0331","observed_orcids":["https://orcid.org/0000-0003-3833-0331"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivan A. Parinov","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3833-0331","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5115545951","display_name":"Almaceley S. Plando","orcid":"https://orcid.org/0009-0003-9290-2166","observed_orcids":["https://orcid.org/0009-0003-9290-2166"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Almaceley S. Plando","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0003-9290-2166","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4388,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59582736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"8","issue":"2","first_page":"129","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9994999766349792,"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":0.9994999766349792,"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/T10395","display_name":"Construction Project Management and Performance","score":9.999999747378752e-05,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/construction-industry","display_name":"construction industry","score":0.8740000128746033},{"id":"https://openalex.org/keywords/performance-evaluation","display_name":"performance evaluation","score":0.7239999771118164},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"data envelopment analysis","score":0.9110000133514404},{"id":"https://openalex.org/keywords/efficiency-classification","display_name":"efficiency classification","score":0.828000009059906},{"id":"https://openalex.org/keywords/inefficient-decision-making-units","display_name":"inefficient decision-making units","score":0.8519999980926514},{"id":"https://openalex.org/keywords/input-oriented-dea","display_name":"input-oriented DEA","score":0.6470000147819519},{"id":"https://openalex.org/keywords/competitiveness","display_name":"competitiveness","score":0.6790000200271606}],"concepts":[{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.8562172651290894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47151196002960205},{"id":"https://openalex.org/C183822828","wikidata":"https://www.wikidata.org/wiki/Q5380926","display_name":"Envelopment","level":3,"score":0.4550330638885498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4065425992012024},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3574492335319519},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.35535839200019836},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24639588594436646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2078852653503418}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.30656/jsmi.v8i2.8936","doi":"https://doi.org/10.30656/jsmi.v8i2.8936","is_oa":true,"landing_page_url":"https://doi.org/10.30656/jsmi.v8i2.8936","pdf_url":null,"source":{"id":"https://openalex.org/S2785277217","display_name":"Jurnal Sistem dan Manajemen Industri","issn_l":"2580-2887","issn":["2580-2887","2580-2895"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4404676839","host_organization_name":"Serang Raya University","host_organization_lineage":["https://openalex.org/P4404676839"],"host_organization_lineage_names":["Serang Raya University"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Sistem dan Manajemen Industri","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:49d2df06b2cf4b2dbd7c8cab70fd9a67","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/49d2df06b2cf4b2dbd7c8cab70fd9a67","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jurnal Sistem dan Manajemen Industri, Vol 8, Iss 2 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.30656/jsmi.v8i2.8936","doi":"https://doi.org/10.30656/jsmi.v8i2.8936","is_oa":true,"landing_page_url":"https://doi.org/10.30656/jsmi.v8i2.8936","pdf_url":null,"source":{"id":"https://openalex.org/S2785277217","display_name":"Jurnal Sistem dan Manajemen Industri","issn_l":"2580-2887","issn":["2580-2887","2580-2895"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4404676839","host_organization_name":"Serang Raya University","host_organization_lineage":["https://openalex.org/P4404676839"],"host_organization_lineage_names":["Serang Raya University"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Sistem dan Manajemen Industri","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":1.0,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/8","score":0.9211000204086304,"display_name":"Decent work and economic growth"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W655449147","https://openalex.org/W1213878625","https://openalex.org/W1499782369","https://openalex.org/W1542029469","https://openalex.org/W1572425137","https://openalex.org/W1978994103","https://openalex.org/W1987519441","https://openalex.org/W2009017895","https://openalex.org/W2015648120","https://openalex.org/W2026496668","https://openalex.org/W2027328151","https://openalex.org/W2028218958","https://openalex.org/W2034616615","https://openalex.org/W2041913912","https://openalex.org/W2042221267","https://openalex.org/W2048549210","https://openalex.org/W2049758055","https://openalex.org/W2076452041","https://openalex.org/W2076644303","https://openalex.org/W2082571265","https://openalex.org/W2085791216","https://openalex.org/W2103111596","https://openalex.org/W2118104405","https://openalex.org/W2129763896","https://openalex.org/W2133570134","https://openalex.org/W2150404326","https://openalex.org/W2162180338","https://openalex.org/W2506753585","https://openalex.org/W2551034023","https://openalex.org/W2557843257","https://openalex.org/W2567138086","https://openalex.org/W2581029168","https://openalex.org/W2602380857","https://openalex.org/W2742491424","https://openalex.org/W2891786834","https://openalex.org/W2973859103","https://openalex.org/W3094831690","https://openalex.org/W3110712162","https://openalex.org/W3123883118","https://openalex.org/W3132447059","https://openalex.org/W3143772478","https://openalex.org/W3158073486","https://openalex.org/W3175115465","https://openalex.org/W4210615741","https://openalex.org/W4250778515","https://openalex.org/W4281780987","https://openalex.org/W4283644196","https://openalex.org/W4294904062","https://openalex.org/W4297964446","https://openalex.org/W4300395170","https://openalex.org/W4311258758","https://openalex.org/W4311266378","https://openalex.org/W4390888431","https://openalex.org/W4400514942"],"related_works":["https://openalex.org/W4387695762","https://openalex.org/W2796894091","https://openalex.org/W3176328119","https://openalex.org/W122051835","https://openalex.org/W2913109358","https://openalex.org/W4214591059","https://openalex.org/W2901773251","https://openalex.org/W4403491554","https://openalex.org/W2951092281","https://openalex.org/W3156524769"],"abstract_inverted_index":{"The":[0,144,161,227,284],"construction":[1,43,86,114,122,170],"industries":[2],"are":[3,120,150,182,186,239],"inextricably":[4],"linked":[5],"to":[6,49,88,103,111,133,189],"employment,":[7],"investment,":[8],"the":[9,26,40,57,62,85,95,113,139,168,179,190,200,235],"quantity":[10],"of":[11,28,97,141,167,175,192,202,234,237,286],"infrastructure":[12],"building":[13],"projects,":[14],"and":[15,30,66,70,74,77,79,91,136,156,178,222,274],"other":[16],"economic":[17,73],"sectors":[18],"in":[19,39,94,117,125,138,147,232],"Indonesia.":[20,118],"They":[21],"serve":[22],"as":[23,240,290],"catalysts":[24],"for":[25,84,199,229],"expansion":[27],"goods":[29],"service":[31],"production.":[32],"Apart":[33],"from":[34],"having":[35],"a":[36,157],"strategic":[37],"role":[38],"national":[41],"economic,":[42],"companies":[44,123,130],"also":[45],"experience":[46],"various":[47],"obstacles":[48,54],"developing":[50],"their":[51],"businesses.":[52],"These":[53],"include":[55],"weakening":[56],"IDR":[58],"exchange":[59],"rate":[60],"against":[61],"US":[63],"dollar,":[64],"regulatory":[65],"legal":[67],"frameworks,":[68],"labor":[69],"skills":[71],"shortages,":[72],"financial":[75],"instability,":[76],"environmental":[78],"sustainability":[80],"concerns.":[81],"In":[82],"order":[83],"industry":[87,171],"survive,":[89,134],"develop,":[90],"remain":[92],"competitive":[93],"face":[96,140],"international":[98],"competition,":[99],"it":[100],"is":[101,172,196,289],"crucial":[102],"evaluate":[104,112],"its":[105],"performance":[106,116],"constantly.":[107],"This":[108],"research":[109,149,162],"aims":[110],"industry's":[115],"There":[119],"151,183":[121],"included":[124],"this":[126,148],"study.":[127],"Hence,":[128],"these":[129],"will":[131],"continue":[132],"grow,":[135],"compete":[137],"global":[142],"competition.":[143],"methods":[145],"applied":[146],"an":[151],"input-oriented":[152],"DEA":[153],"envelopment":[154],"model":[155],"stepwise":[158],"modeling":[159],"approach.":[160],"results":[163],"indicated":[164],"that":[165,198],"3%":[166],"Indonesian":[169],"made":[173],"up":[174],"efficient":[176],"DMUs,":[177],"remaining":[180],"97%":[181],"inefficient":[183,203,292,295,298,301],"DMUs.":[184],"DMUs":[185],"classified":[187],"according":[188],"distribution":[191],"efficiency":[193],"scores.":[194],"It":[195],"considered":[197],"classification":[201,288],"DMU,":[204],"there":[205],"exist":[206],"four":[207],"ranges,":[208],"Rs:":[209],"R1":[210,250],"(ES":[211,215,219,224,245,252,261,269,278],"=":[212,216,220,225,246,253,262,270,279],"0.16-0.99),":[213],"R2":[214,259],"0.050-0.15),":[217],"R3":[218,267],"0.015-0.049),":[221],"R4":[223,276],"0.000-0.014).":[226],"criteria":[228],"each":[230,287],"classification,":[231],"terms":[233],"level":[236],"effectiveness,":[238],"follows:":[241,291],"i)":[242],"R0":[243],"Range":[244,251,260,268,277],"1]):":[247],"Effective;":[248],"ii)":[249],"0.16-0.99):":[254],"Relatively":[255],"Low":[256],"Ineffectiveness;":[257,265,273],"iii)":[258],"0.050-0.15):":[263],"Moderate":[264],"iv)":[266],"0.015-0.049):":[271],"Significant":[272],"v)":[275],"0.000-0.014):":[280],"Very":[281],"High":[282],"Ineffectiveness.":[283],"percentage":[285],"DMU-R1":[293],"0%,":[294],"DMU-R2":[296],"30%,":[297],"DMU-R3":[299],"37%,":[300],"DMU-R4":[302],"30%.":[303]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-12-20T00:00:00"}
