{"id":"https://openalex.org/W7132852011","doi":"https://doi.org/10.64388/irev1i7-1714414","title":"Conceptual Modeling of Data-Driven Occupational Safety Risk Control in Large-Scale Energy Infrastructure Projects","display_name":"Conceptual Modeling of Data-Driven Occupational Safety Risk Control in Large-Scale Energy Infrastructure Projects","publication_year":2019,"publication_date":"2019-03-31","ids":{"openalex":"https://openalex.org/W7132852011","doi":"https://doi.org/10.64388/irev1i7-1714414"},"language":"en","primary_location":{"id":"doi:10.64388/irev1i7-1714414","doi":"https://doi.org/10.64388/irev1i7-1714414","is_oa":true,"landing_page_url":"https://doi.org/10.64388/irev1i7-1714414","pdf_url":"https://www.irejournals.com/formatedpaper/1714414.pdf","source":{"id":"https://openalex.org/S5407000720","display_name":"Iconic Research and Engineering Journals","issn_l":"2456-8880","issn":["2456-8880"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iconic Research and Engineering Journals","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.irejournals.com/formatedpaper/1714414.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126585420","display_name":"Oghenepawon David Obriki","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oghenepawon David Obriki","raw_affiliation_strings":["Independent Reseacher , Lagos State , Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent Reseacher , Lagos State , Nigeria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126617148","display_name":"Oluwakemi Motunrayo Arumosoye","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oluwakemi Motunrayo Arumosoye","raw_affiliation_strings":["Felz Marine Nigeria Limited , Rivers State , Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Felz Marine Nigeria Limited , Rivers State , Nigeria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.4881,"has_fulltext":true,"cited_by_count":86,"citation_normalized_percentile":{"value":0.98578969,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"1","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13233","display_name":"Occupational Health and Safety Management","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health 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"}}],"keywords":[{"id":"https://openalex.org/keywords/occupational-safety","display_name":"occupational safety","score":0.8429999947547913},{"id":"https://openalex.org/keywords/risk-control","display_name":"risk control","score":0.8169999718666077},{"id":"https://openalex.org/keywords/energy-infrastructure-projects","display_name":"energy infrastructure projects","score":0.7889999747276306},{"id":"https://openalex.org/keywords/leading-indicators","display_name":"leading indicators","score":0.6669999957084656},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"predictive analytics","score":0.9890000224113464},{"id":"https://openalex.org/keywords/safety-governance","display_name":"safety governance","score":0.8230000138282776},{"id":"https://openalex.org/keywords/real-time-monitoring","display_name":"real-time monitoring","score":0.8360000252723694},{"id":"https://openalex.org/keywords/decision-support","display_name":"decision support","score":0.7609999775886536},{"id":"https://openalex.org/keywords/organizational-learning","display_name":"organizational learning","score":0.8330000042915344}],"concepts":[{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.6567999720573425},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.5230000019073486},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.5056999921798706},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.45210000872612},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.44850000739097595},{"id":"https://openalex.org/C2778221768","wikidata":"https://www.wikidata.org/wiki/Q8964474","display_name":"Risk governance","level":3,"score":0.4465000033378601},{"id":"https://openalex.org/C2776962539","wikidata":"https://www.wikidata.org/wiki/Q6472078","display_name":"Lagging","level":2,"score":0.44290000200271606},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.4268999993801117},{"id":"https://openalex.org/C135302770","wikidata":"https://www.wikidata.org/wiki/Q629132","display_name":"Work systems","level":3,"score":0.4147000014781952},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.4066999852657318},{"id":"https://openalex.org/C132835097","wikidata":"https://www.wikidata.org/wiki/Q7663745","display_name":"System safety","level":2,"score":0.3986000120639801},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.37049999833106995},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.36320000886917114},{"id":"https://openalex.org/C11489865","wikidata":"https://www.wikidata.org/wiki/Q944806","display_name":"Operational risk","level":3,"score":0.35190001130104065},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.304500013589859},{"id":"https://openalex.org/C27504089","wikidata":"https://www.wikidata.org/wiki/Q2602080","display_name":"Audit risk","level":3,"score":0.30410000681877136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30309998989105225},{"id":"https://openalex.org/C2780952636","wikidata":"https://www.wikidata.org/wiki/Q13479512","display_name":"Incident management","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C27177047","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Systems thinking","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.29170000553131104},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C187155963","wikidata":"https://www.wikidata.org/wiki/Q629029","display_name":"Occupational safety and health","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C2776179734","wikidata":"https://www.wikidata.org/wiki/Q7398668","display_name":"Safety standards","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2766000032424927},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C206355099","wikidata":"https://www.wikidata.org/wiki/Q3614972","display_name":"Hazard analysis","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.27000001072883606},{"id":"https://openalex.org/C95609273","wikidata":"https://www.wikidata.org/wiki/Q5975208","display_name":"IT risk management","level":3,"score":0.2680000066757202},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C145798840","wikidata":"https://www.wikidata.org/wiki/Q7247299","display_name":"Process safety management","level":3,"score":0.2644999921321869},{"id":"https://openalex.org/C164403151","wikidata":"https://www.wikidata.org/wiki/Q7336280","display_name":"Risk management framework","level":4,"score":0.2632000148296356},{"id":"https://openalex.org/C2779240384","wikidata":"https://www.wikidata.org/wiki/Q1561274","display_name":"Safety culture","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C81146079","wikidata":"https://www.wikidata.org/wiki/Q7336283","display_name":"Risk management information systems","level":4,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.64388/irev1i7-1714414","doi":"https://doi.org/10.64388/irev1i7-1714414","is_oa":true,"landing_page_url":"https://doi.org/10.64388/irev1i7-1714414","pdf_url":"https://www.irejournals.com/formatedpaper/1714414.pdf","source":{"id":"https://openalex.org/S5407000720","display_name":"Iconic Research and Engineering Journals","issn_l":"2456-8880","issn":["2456-8880"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iconic Research and Engineering Journals","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.64388/irev1i7-1714414","doi":"https://doi.org/10.64388/irev1i7-1714414","is_oa":true,"landing_page_url":"https://doi.org/10.64388/irev1i7-1714414","pdf_url":"https://www.irejournals.com/formatedpaper/1714414.pdf","source":{"id":"https://openalex.org/S5407000720","display_name":"Iconic Research and Engineering Journals","issn_l":"2456-8880","issn":["2456-8880"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iconic Research and Engineering Journals","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717},{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.48510000109672546}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7132852011.pdf","grobid_xml":"https://content.openalex.org/works/W7132852011.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2529266371"],"related_works":["https://openalex.org/W4225404996","https://openalex.org/W7144132967","https://openalex.org/W7133243503","https://openalex.org/W7168416607","https://openalex.org/W7113528926","https://openalex.org/W7132839901","https://openalex.org/W2953050889","https://openalex.org/W4404789156","https://openalex.org/W4414425008","https://openalex.org/W4413800356"],"abstract_inverted_index":{"Large-scale":[0],"energy":[1,77,291],"infrastructure":[2,292],"projects":[3],"such":[4],"as":[5,85,243,248],"oil":[6],"and":[7,13,25,49,72,88,111,115,120,135,140,146,149,153,167,177,193,206,221,267,276,286],"gas":[8],"developments,":[9],"power":[10],"generation":[11],"facilities,":[12],"transmission":[14],"networks":[15],"are":[16],"characterized":[17],"by":[18],"high":[19],"hazard":[20],"intensity,":[21],"complex":[22,226],"socio-technical":[23],"interactions,":[24],"multi-contractor":[26],"delivery":[27],"environments.":[28],"These":[29,105],"conditions":[30],"create":[31],"persistent":[32],"challenges":[33],"for":[34,62,263,271],"effective":[35],"occupational":[36,64,238],"safety":[37,43,65,83,194,239,281],"risk":[38,66,84,133,141,151,208,284],"control,":[39],"particularly":[40],"when":[41],"traditional":[42],"management":[44,240],"approaches":[45],"remain":[46],"reactive,":[47],"compliance-driven,":[48],"reliant":[50],"on":[51,159],"lagging":[52],"indicators.":[53],"In":[54],"response,":[55],"this":[56,233],"paper":[57],"develops":[58],"a":[59,86,200,261],"conceptual":[60,230],"model":[61,81,125,198,219,259],"data-driven":[63,186],"control":[67,152,252],"tailored":[68],"to":[69,170,188,279],"the":[70,98,160,197,213],"operational":[71,107,245],"governance":[73,147,195],"realities":[74],"of":[75,101,162,174,215,232],"large-scale":[76,290],"projects.":[78],"The":[79,124,229,258],"proposed":[80],"conceptualizes":[82],"dynamic":[87],"measurable":[89],"system":[90,253],"property":[91],"that":[92],"can":[93],"be":[94],"proactively":[95],"managed":[96],"through":[97],"systematic":[99],"integration":[100,224],"heterogeneous":[102],"data":[103,136,223],"sources.":[104],"include":[106],"process":[108],"data,":[109],"workforce":[110],"competency":[112],"records,":[113],"incident":[114],"near-miss":[116],"reports,":[117],"environmental":[118],"conditions,":[119],"real-time":[121],"monitoring":[122],"technologies.":[123],"is":[126,157],"structured":[127],"around":[128],"four":[129],"interrelated":[130],"layers:":[131],"(1)":[132],"sensing":[134],"acquisition,":[137],"(2)":[138],"analytics":[139],"interpretation,":[142],"(3)":[143],"decision":[144,189],"support":[145],"integration,":[148],"(4)":[150],"intervention":[154],"mechanisms.":[155],"Emphasis":[156],"placed":[158],"use":[161],"leading":[163],"indicators,":[164],"predictive":[165],"analytics,":[166],"feedback":[168],"loops":[169],"enable":[171],"early":[172],"identification":[173],"emerging":[175],"hazards":[176],"weak":[178],"signals":[179],"across":[180],"project":[181,227,256,272],"phases.":[182],"By":[183],"explicitly":[184],"linking":[185],"insights":[187],"authority,":[190],"escalation":[191],"pathways,":[192],"structures,":[196],"addresses":[199],"critical":[201],"gap":[202],"between":[203],"analytical":[204],"capability":[205],"practical":[207,269],"control.":[209],"It":[210],"also":[211],"highlights":[212],"importance":[214],"organizational":[216],"learning,":[217],"continuous":[218],"recalibration,":[220],"cross-contractor":[222],"in":[225,236,289],"ecosystems.":[228],"contribution":[231],"work":[234],"lies":[235],"framing":[237],"not":[241],"merely":[242],"an":[244,249],"function,":[246],"but":[247],"adaptive,":[250],"intelligence-enabled":[251],"embedded":[254],"within":[255],"governance.":[257],"provides":[260],"foundation":[262],"future":[264],"empirical":[265],"research":[266],"offers":[268],"guidance":[270],"owners,":[273],"EPC":[274],"contractors,":[275],"regulators":[277],"seeking":[278],"enhance":[280],"performance,":[282],"improve":[283],"predictability,":[285],"strengthen":[287],"resilience":[288],"delivery.":[293]},"counts_by_year":[{"year":2026,"cited_by_count":24},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":7}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-03-01T00:00:00"}