{"id":"https://openalex.org/W7104389147","doi":"https://doi.org/10.22437/ppd.v13i4.43213","title":"Socioeconomic determinants of blue-collar employment in West Java Province: A binary logistic regression approach","display_name":"Socioeconomic determinants of blue-collar employment in West Java Province: A binary logistic regression approach","publication_year":2025,"publication_date":"2025-10-31","ids":{"openalex":"https://openalex.org/W7104389147","doi":"https://doi.org/10.22437/ppd.v13i4.43213"},"language":"en","primary_location":{"id":"doi:10.22437/ppd.v13i4.43213","doi":"https://doi.org/10.22437/ppd.v13i4.43213","is_oa":true,"landing_page_url":"https://doi.org/10.22437/ppd.v13i4.43213","pdf_url":"https://www.online-journal.unja.ac.id/JES/article/download/43213/22360","source":{"id":"https://openalex.org/S4210185357","display_name":"Jurnal Perspektif Pembiayaan dan Pembangunan Daerah","issn_l":"2338-4603","issn":["2338-4603","2355-8520"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314958","host_organization_name":"Jambi University","host_organization_lineage":["https://openalex.org/P4310314958"],"host_organization_lineage_names":["Jambi University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Perspektif Pembiayaan dan Pembangunan Daerah","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.online-journal.unja.ac.id/JES/article/download/43213/22360","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Alvin Subastian","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210105059","display_name":"Universitas Muhammadiyah Malang","ror":"https://ror.org/01j1wt659","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210105059"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Alvin Subastian","raw_affiliation_strings":["Department of Economic Development, Faculty of Economics and Business, Universitas Muhammadiyah Malang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economic Development, Faculty of Economics and Business, Universitas Muhammadiyah Malang, Indonesia","institution_ids":["https://openalex.org/I4210105059"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wahyu Hidayat Riyanto","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210105059","display_name":"Universitas Muhammadiyah Malang","ror":"https://ror.org/01j1wt659","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210105059"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Wahyu Hidayat Riyanto","raw_affiliation_strings":["Department of Economic Development, Faculty of Economics and Business, Universitas Muhammadiyah Malang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economic Development, Faculty of Economics and Business, Universitas Muhammadiyah Malang, Indonesia","institution_ids":["https://openalex.org/I4210105059"]}]},{"author_position":"middle","author":{"id":null,"display_name":"FX Gugus Febri Putranto","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210144933","display_name":"Badan Pusat Statistik","ror":"https://ror.org/04tq55h40","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210144933"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"FX Gugus Febri Putranto","raw_affiliation_strings":["Statistics Indonesia (Badan Pusat Statistik) \u2013 Batu Municipality, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics Indonesia (Badan Pusat Statistik) \u2013 Batu Municipality, Indonesia","institution_ids":["https://openalex.org/I4210144933"]}]},{"author_position":"last","author":{"id":null,"display_name":"Muhammad Firmansyah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210105059","display_name":"Universitas Muhammadiyah Malang","ror":"https://ror.org/01j1wt659","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210105059"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Firmansyah","raw_affiliation_strings":["Department of Economic Development, Faculty of Economics and Business, Universitas Muhammadiyah Malang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economic Development, Faculty of Economics and Business, Universitas Muhammadiyah Malang, Indonesia","institution_ids":["https://openalex.org/I4210105059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":50,"currency":"USD","value_usd":50},"apc_paid":{"value":50,"currency":"USD","value_usd":50},"fwci":1.9236,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84527915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"13","issue":"4","first_page":"398","last_page":"413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13762","display_name":"Education and Labor Relations","score":0.8881999850273132,"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"}},"topics":[{"id":"https://openalex.org/T13762","display_name":"Education and Labor Relations","score":0.8881999850273132,"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/T10208","display_name":"Labor market dynamics and wage inequality","score":0.09969999641180038,"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/T13911","display_name":"Employment, Labor, and Gender Studies","score":0.005100000184029341,"subfield":{"id":"https://openalex.org/subfields/1410","display_name":"Industrial relations"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/socioeconomic-factors","display_name":"socioeconomic factors","score":0.8989999890327454},{"id":"https://openalex.org/keywords/labor-market-segmentation","display_name":"labor market segmentation","score":0.8320000171661377},{"id":"https://openalex.org/keywords/educational-attainment","display_name":"educational attainment","score":0.6660000085830688},{"id":"https://openalex.org/keywords/vocational-education","display_name":"vocational education","score":0.7710000276565552},{"id":"https://openalex.org/keywords/regional-minimum-wage","display_name":"regional minimum wage","score":0.8050000071525574},{"id":"https://openalex.org/keywords/gender-and-work","display_name":"gender and work","score":0.6809999942779541},{"id":"https://openalex.org/keywords/marital-status","display_name":"marital status","score":0.7770000100135803},{"id":"https://openalex.org/keywords/west-java","display_name":"West Java","score":0.7620000243186951},{"id":"https://openalex.org/keywords/decent-work","display_name":"decent work","score":0.36899998784065247}],"concepts":[{"id":"https://openalex.org/C2778355071","wikidata":"https://www.wikidata.org/wiki/Q1933849","display_name":"Microdata (statistics)","level":4,"score":0.7026000022888184},{"id":"https://openalex.org/C2779297142","wikidata":"https://www.wikidata.org/wiki/Q3276412","display_name":"Educational attainment","level":2,"score":0.6136000156402588},{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.6072999835014343},{"id":"https://openalex.org/C2781354955","wikidata":"https://www.wikidata.org/wiki/Q11920938","display_name":"Marital status","level":3,"score":0.5475999712944031},{"id":"https://openalex.org/C2777388388","wikidata":"https://www.wikidata.org/wiki/Q6821213","display_name":"Wage","level":2,"score":0.5026000142097473},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4952999949455261},{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.47699999809265137},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.4334000051021576},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.42590001225471497},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.39719998836517334},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.3970000147819519},{"id":"https://openalex.org/C2778126366","wikidata":"https://www.wikidata.org/wiki/Q41171","display_name":"Unemployment","level":2,"score":0.3321000039577484},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.33009999990463257},{"id":"https://openalex.org/C171525042","wikidata":"https://www.wikidata.org/wiki/Q6974212","display_name":"National Longitudinal Surveys","level":2,"score":0.32510000467300415},{"id":"https://openalex.org/C2777111884","wikidata":"https://www.wikidata.org/wiki/Q12002092","display_name":"Social security","level":2,"score":0.3237999975681305},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.3237000107765198},{"id":"https://openalex.org/C145236788","wikidata":"https://www.wikidata.org/wiki/Q28161","display_name":"Labour economics","level":1,"score":0.32260000705718994},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30219998955726624},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C146804397","wikidata":"https://www.wikidata.org/wiki/Q4118918","display_name":"General Social Survey","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.2782999873161316},{"id":"https://openalex.org/C15672241","wikidata":"https://www.wikidata.org/wiki/Q463769","display_name":"American Community Survey","level":4,"score":0.26460000872612},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C2778716609","wikidata":"https://www.wikidata.org/wiki/Q186228","display_name":"Minimum wage","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C189326681","wikidata":"https://www.wikidata.org/wiki/Q10294","display_name":"Poverty","level":2,"score":0.2522999942302704},{"id":"https://openalex.org/C3019417595","wikidata":"https://www.wikidata.org/wiki/Q5380817","display_name":"Low wage","level":3,"score":0.25200000405311584}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.22437/ppd.v13i4.43213","doi":"https://doi.org/10.22437/ppd.v13i4.43213","is_oa":true,"landing_page_url":"https://doi.org/10.22437/ppd.v13i4.43213","pdf_url":"https://www.online-journal.unja.ac.id/JES/article/download/43213/22360","source":{"id":"https://openalex.org/S4210185357","display_name":"Jurnal Perspektif Pembiayaan dan Pembangunan Daerah","issn_l":"2338-4603","issn":["2338-4603","2355-8520"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314958","host_organization_name":"Jambi University","host_organization_lineage":["https://openalex.org/P4310314958"],"host_organization_lineage_names":["Jambi University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Perspektif Pembiayaan dan Pembangunan Daerah","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e958b8f6dfba4d6db9fa8f0342139a1a","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/e958b8f6dfba4d6db9fa8f0342139a1a","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jurnal Perspektif Pembiayaan dan Pembangunan Daerah, Vol 13, Iss 4 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.22437/ppd.v13i4.43213","doi":"https://doi.org/10.22437/ppd.v13i4.43213","is_oa":true,"landing_page_url":"https://doi.org/10.22437/ppd.v13i4.43213","pdf_url":"https://www.online-journal.unja.ac.id/JES/article/download/43213/22360","source":{"id":"https://openalex.org/S4210185357","display_name":"Jurnal Perspektif Pembiayaan dan Pembangunan Daerah","issn_l":"2338-4603","issn":["2338-4603","2355-8520"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314958","host_organization_name":"Jambi University","host_organization_lineage":["https://openalex.org/P4310314958"],"host_organization_lineage_names":["Jambi University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Perspektif Pembiayaan dan Pembangunan Daerah","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":1.0,"id":"https://metadata.un.org/sdg/8"},{"display_name":"Reduced inequalities","score":0.8974000215530396,"id":"https://metadata.un.org/sdg/10"},{"display_name":"No poverty","score":0.41670000553131104,"id":"https://metadata.un.org/sdg/1"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7104389147.pdf","grobid_xml":"https://content.openalex.org/works/W7104389147.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2990564260","https://openalex.org/W3093509985","https://openalex.org/W3121275060","https://openalex.org/W3197238248","https://openalex.org/W3204361945","https://openalex.org/W4200627795","https://openalex.org/W4309153348","https://openalex.org/W4376646057","https://openalex.org/W4380088659","https://openalex.org/W4381195315","https://openalex.org/W4382396296","https://openalex.org/W4385255120","https://openalex.org/W4386360613","https://openalex.org/W4390411458","https://openalex.org/W4399852053","https://openalex.org/W4401734848","https://openalex.org/W4410145290","https://openalex.org/W6930536493"],"related_works":["https://openalex.org/W7219558722","https://openalex.org/W7220820110","https://openalex.org/W3211469172","https://openalex.org/W7117676009","https://openalex.org/W7008078653","https://openalex.org/W4404149207","https://openalex.org/W7143475868","https://openalex.org/W7220806303","https://openalex.org/W4413053537","https://openalex.org/W4409158863"],"abstract_inverted_index":{"Employment":[0],"issues":[1],"remain":[2],"a":[3,16,70],"persistent":[4],"national":[5],"challenge":[6],"in":[7,10,26,65,110,125,166],"Indonesia,":[8],"particularly":[9],"West":[11,66],"Java":[12,67],"Province,":[13],"which":[14],"has":[15],"high":[17],"concentration":[18],"of":[19,61,108,164,186],"blue-collar":[20,63,111,156,187],"workers.":[21,157],"These":[22],"workers,":[23],"typically":[24],"engaged":[25],"manual":[27],"and":[28,44,56,102,136,176,189],"technical":[29],"sectors,":[30],"often":[31],"face":[32],"structural":[33],"vulnerabilities,":[34],"including":[35],"low":[36],"job":[37,122],"security,":[38],"limited":[39],"social":[40],"protection,":[41],"wage":[42,134],"stagnation,":[43],"restricted":[45],"career":[46],"advancement":[47],"opportunities.":[48,197],"This":[49],"study":[50],"aims":[51],"to":[52,98,154,182,193],"analyze":[53],"the":[54,73,79,106,126,161,172,184],"characteristics":[55,104],"determinants":[57],"influencing":[58],"individuals\u2019":[59],"likelihood":[60],"becoming":[62],"workers":[64,188],"Province.":[68],"Using":[69],"quantitative":[71],"approach,":[72],"research":[74],"draws":[75],"on":[76],"microdata":[77],"from":[78],"2022":[80],"National":[81],"Labor":[82],"Force":[83],"Survey":[84],"(SAKERNAS)":[85],"provided":[86],"by":[87],"Statistics":[88],"Indonesia":[89],"(BPS).":[90],"A":[91],"binary":[92],"logistic":[93],"regression":[94],"model":[95],"is":[96,180],"employed":[97],"examine":[99],"how":[100],"individual":[101],"employment-related":[103],"affect":[105],"probability":[107],"working":[109],"occupations.":[112],"The":[113,158],"results":[114],"show":[115],"that":[116],"gender,":[117],"marital":[118],"status,":[119],"education":[120,165],"level,":[121],"training,":[123,175],"participation":[124],"Pre-employment":[127,177],"Card":[128,178],"program,":[129],"age":[130],"group,":[131],"regional":[132],"minimum":[133],"category,":[135],"area":[137],"classification":[138],"significantly":[139],"influence":[140],"this":[141],"likelihood.":[142],"Notably,":[143],"individuals":[144],"with":[145],"lower":[146],"educational":[147],"attainment":[148],"are":[149],"2.9":[150],"times":[151],"more":[152],"likely":[153],"become":[155],"findings":[159],"underscore":[160],"critical":[162],"role":[163],"shaping":[167],"labor":[168],"market":[169],"segmentation.":[170],"Strengthening":[171],"education,":[173],"vocational":[174],"ecosystem":[179],"essential":[181],"reduce":[183],"vulnerability":[185],"expand":[190],"their":[191],"access":[192],"decent,":[194],"inclusive":[195],"employment":[196]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-11-08T00:00:00"}
