{"id":"https://openalex.org/W7204250049","doi":"https://doi.org/10.30598/barekengvol20iss4pp3095-3108","title":"BIG DATA INTEGRATION IN ANALYZING EFFICIENCY-DRIVEN LAYOFFS IN INDONESIA: A STATISTICAL MODELING APPROACH","display_name":"BIG DATA INTEGRATION IN ANALYZING EFFICIENCY-DRIVEN LAYOFFS IN INDONESIA: A STATISTICAL MODELING APPROACH","publication_year":2026,"publication_date":"2026-08-24","ids":{"openalex":"https://openalex.org/W7204250049","doi":"https://doi.org/10.30598/barekengvol20iss4pp3095-3108"},"language":"en","primary_location":{"id":"doi:10.30598/barekengvol20iss4pp3095-3108","doi":"https://doi.org/10.30598/barekengvol20iss4pp3095-3108","is_oa":true,"landing_page_url":"https://doi.org/10.30598/barekengvol20iss4pp3095-3108","pdf_url":"https://ojs3.unpatti.ac.id/index.php/barekeng/article/download/22041/13188","source":{"id":"https://openalex.org/S4210230638","display_name":"BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN","issn_l":"1978-7227","issn":["1978-7227","2615-3017"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BAREKENG: Jurnal Ilmu Matematika dan Terapan","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs3.unpatti.ac.id/index.php/barekeng/article/download/22041/13188","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061405018","display_name":"Aisyah Aryandani","orcid":"https://orcid.org/0009-0008-0097-8531","observed_orcids":["https://orcid.org/0009-0008-0097-8531"]},"institutions":[{"id":"https://openalex.org/I4210112691","display_name":"Universitas Islam Al-Azhar","ror":"https://ror.org/01w7c9759","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210112691"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Aisyah Aryandani","raw_affiliation_strings":["Computer Science Study Program, Faculty of Engineering, Universitas Islam Al-Azhar, Indonesia"],"raw_orcid":"https://orcid.org/0009-0008-0097-8531","affiliations":[{"raw_affiliation_string":"Computer Science Study Program, Faculty of Engineering, Universitas Islam Al-Azhar, Indonesia","institution_ids":["https://openalex.org/I4210112691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5148322629","display_name":"Kukuh Tandoyekti","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210112691","display_name":"Universitas Islam Al-Azhar","ror":"https://ror.org/01w7c9759","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210112691"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kukuh Tandoyekti","raw_affiliation_strings":["Islamic Business Management Study Program, Faculty of Islamic Religion, Universitas Islam Al-Azhar, Indonesia"],"raw_orcid":"https://orcid.org/0009-0000-1124-5159","affiliations":[{"raw_affiliation_string":"Islamic Business Management Study Program, Faculty of Islamic Religion, Universitas Islam Al-Azhar, Indonesia","institution_ids":["https://openalex.org/I4210112691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210112691"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51911128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"4","first_page":"3095","last_page":"3108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13642","display_name":"Organizational Downsizing and Restructuring","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13642","display_name":"Organizational Downsizing and Restructuring","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11959","display_name":"Employment and Welfare Studies","score":0.009100000374019146,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14291","display_name":"Indonesian Legal and Regulatory Studies","score":0.003800000064074993,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mass-layoffs","display_name":"mass layoffs","score":0.8560000061988831},{"id":"https://openalex.org/keywords/efficiency-discourse","display_name":"efficiency discourse","score":0.7979999780654907},{"id":"https://openalex.org/keywords/technology-and-innovation","display_name":"technology and innovation","score":0.7480000257492065},{"id":"https://openalex.org/keywords/layoff-decisions","display_name":"layoff decisions","score":0.6190000176429749},{"id":"https://openalex.org/keywords/occupational-safety","display_name":"occupational safety","score":0.6069999933242798},{"id":"https://openalex.org/keywords/indonesia","display_name":"Indonesia","score":0.46799999475479126}],"concepts":[{"id":"https://openalex.org/C2780085806","wikidata":"https://www.wikidata.org/wiki/Q1462531","display_name":"Layoff","level":3,"score":0.6424000263214111},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6388000249862671},{"id":"https://openalex.org/C95423123","wikidata":"https://www.wikidata.org/wiki/Q622178","display_name":"Workgroup","level":2,"score":0.6244999766349792},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.546500027179718},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.508400022983551},{"id":"https://openalex.org/C106399304","wikidata":"https://www.wikidata.org/wiki/Q868123","display_name":"Snowball sampling","level":2,"score":0.4618000090122223},{"id":"https://openalex.org/C140878338","wikidata":"https://www.wikidata.org/wiki/Q947987","display_name":"Critical mass (sociodynamics)","level":2,"score":0.4099000096321106},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.40290001034736633},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.38089999556541443},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.34279999136924744},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3377000093460083},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3203999996185303},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3043999969959259},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.29989999532699585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2978000044822693},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.296099990606308},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2851000130176544},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.2838999927043915},{"id":"https://openalex.org/C38104776","wikidata":"https://www.wikidata.org/wiki/Q932071","display_name":"Industrial relations","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.28040000796318054},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2799000144004822},{"id":"https://openalex.org/C84389358","wikidata":"https://www.wikidata.org/wiki/Q1129466","display_name":"Discourse analysis","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.25600001215934753},{"id":"https://openalex.org/C2776889888","wikidata":"https://www.wikidata.org/wiki/Q1135789","display_name":"Unintended consequences","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.30598/barekengvol20iss4pp3095-3108","doi":"https://doi.org/10.30598/barekengvol20iss4pp3095-3108","is_oa":true,"landing_page_url":"https://doi.org/10.30598/barekengvol20iss4pp3095-3108","pdf_url":"https://ojs3.unpatti.ac.id/index.php/barekeng/article/download/22041/13188","source":{"id":"https://openalex.org/S4210230638","display_name":"BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN","issn_l":"1978-7227","issn":["1978-7227","2615-3017"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BAREKENG: Jurnal Ilmu Matematika dan Terapan","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:11bb246dd0d642a8953e7b18194b4c3a","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/11bb246dd0d642a8953e7b18194b4c3a","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":"Barekeng, Vol 20, Iss 4 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.30598/barekengvol20iss4pp3095-3108","doi":"https://doi.org/10.30598/barekengvol20iss4pp3095-3108","is_oa":true,"landing_page_url":"https://doi.org/10.30598/barekengvol20iss4pp3095-3108","pdf_url":"https://ojs3.unpatti.ac.id/index.php/barekeng/article/download/22041/13188","source":{"id":"https://openalex.org/S4210230638","display_name":"BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN","issn_l":"1978-7227","issn":["1978-7227","2615-3017"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BAREKENG: Jurnal Ilmu Matematika dan Terapan","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":"Peace, justice, and strong institutions","score":0.7297000288963318,"id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204250049.pdf","grobid_xml":"https://content.openalex.org/works/W7204250049.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2888161128","https://openalex.org/W2888421737","https://openalex.org/W2913579339","https://openalex.org/W2972883591","https://openalex.org/W3022707168","https://openalex.org/W3023226114","https://openalex.org/W3033222590","https://openalex.org/W4296136991","https://openalex.org/W4311602945","https://openalex.org/W4313457361","https://openalex.org/W4313588990","https://openalex.org/W4361274641","https://openalex.org/W4385306079","https://openalex.org/W4389065759","https://openalex.org/W4389570937","https://openalex.org/W4394911562","https://openalex.org/W4400766892"],"related_works":["https://openalex.org/W4323570136","https://openalex.org/W7216104435","https://openalex.org/W3160286998","https://openalex.org/W7134918249","https://openalex.org/W4414043340","https://openalex.org/W4382657870","https://openalex.org/W4415063929","https://openalex.org/W2945404391","https://openalex.org/W4403371867","https://openalex.org/W1977020997"],"abstract_inverted_index":{"This":[0,52],"study":[1,25,168,221],"examines":[2],"efficiency-driven":[3],"mass":[4,155],"layoffs":[5,67],"in":[6,9,29,148],"Indonesia,":[7],"particularly":[8],"the":[10,30,55,59,152,160,196,199,241],"post-COVID-19":[11],"period,":[12],"when":[13],"efficiency":[14,250],"discourse":[15,97,191],"has":[16,64],"increasingly":[17],"been":[18],"used":[19],"to":[20],"justify":[21],"workforce":[22],"reductions.":[23],"The":[24,131,167],"addresses":[26],"a":[27,48,119,226],"gap":[28],"literature":[31],"by":[32,104,170,185,190],"integrating":[33],"Critical":[34],"Discourse":[35,38],"Analysis":[36,40],"(CDA),":[37],"Network":[39],"(DNA),":[41],"and":[42,80,95,113,136,142,165,192,212,232,257],"Structural":[43],"Equation":[44],"Modeling":[45],"(SEM)":[46],"within":[47],"single":[49],"analytical":[50],"framework.":[51],"integration":[53],"constitutes":[54],"main":[56],"novelty":[57],"of":[58,90,121,154,219],"study,":[60],"as":[61,116,118,138,140],"previous":[62],"research":[63],"generally":[65],"examined":[66],"from":[68,86],"separate":[69],"legal,":[70],"economic,":[71],"or":[72],"organizational":[73,186,255],"perspectives":[74],"rather":[75],"than":[76],"combining":[77],"discursive,":[78],"relational,":[79],"causal":[81],"dimensions.":[82],"Data":[83],"were":[84],"collected":[85],"30":[87],"documents":[88],"consisting":[89],"news":[91],"reports,":[92],"policy-related":[93],"texts,":[94],"public":[96],"materials":[98],"identified":[99],"through":[100],"internet-based":[101],"searches,":[102],"complemented":[103],"Focus":[105],"Group":[106],"Discussions":[107],"with":[108],"affected":[109],"employees,":[110],"HR":[111],"personnel,":[112],"policy":[114,193],"experts,":[115],"well":[117,139],"survey":[120,234],"100":[122],"respondents":[123],"conducted":[124],"over":[125],"one":[126],"week":[127],"using":[128],"snowball":[129],"sampling.":[130],"results":[132],"show":[133],"that":[134,205,252],"governance":[135],"regulation,":[137],"technology":[141],"innovation,":[143],"significantly":[144,150],"influence":[145],"efficiency,":[146],"which":[147,236],"turn":[149],"increases":[151],"likelihood":[153],"layoffs.":[156,166],"Efficiency":[157],"also":[158,189],"mediates":[159],"relationship":[161],"between":[162],"governance,":[163],"technology,":[164],"contributes":[169],"offering":[171],"an":[172],"integrated":[173],"empirical":[174],"framework":[175],"for":[176,201,215,246],"understanding":[177],"how":[178],"layoff":[179,202],"decisions":[180],"are":[181],"shaped":[182],"not":[183],"only":[184],"considerations":[187],"but":[188],"environments.":[194],"Practically,":[195],"findings":[197,242],"suggest":[198],"need":[200],"management":[203],"policies":[204,251],"emphasize":[206],"regulatory":[207],"transparency,":[208],"accountability,":[209],"legal":[210],"certainty,":[211],"social":[213],"protection":[214],"workers.":[216],"A":[217],"limitation":[218],"this":[220],"is":[222],"its":[223],"reliance":[224],"on":[225],"relatively":[227],"limited":[228],"qualitative":[229],"document":[230],"set":[231],"non-probability":[233],"sampling,":[235],"may":[237],"restrict":[238],"generalizability.":[239],"Nevertheless,":[240],"provide":[243],"useful":[244],"evidence":[245],"designing":[247],"more":[248],"balanced":[249],"protect":[253],"both":[254],"sustainability":[256],"worker":[258],"welfare.":[259]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-08-27T00:00:00"}
