{"id":"https://openalex.org/W7131654337","doi":"https://doi.org/10.3390/systems14030236","title":"Research on Influence Mechanism of Frontline Miners\u2019 Job Characteristics on Safety Citizenship Behavior in Intelligent Coal Mines","display_name":"Research on Influence Mechanism of Frontline Miners\u2019 Job Characteristics on Safety Citizenship Behavior in Intelligent Coal Mines","publication_year":2026,"publication_date":"2026-02-26","ids":{"openalex":"https://openalex.org/W7131654337","doi":"https://doi.org/10.3390/systems14030236"},"language":"en","primary_location":{"id":"doi:10.3390/systems14030236","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems14030236","pdf_url":"https://www.mdpi.com/2079-8954/14/3/236/pdf?version=1772100929","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/14/3/236/pdf?version=1772100929","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107952130","display_name":"Ting Lei","orcid":null},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Lei","raw_affiliation_strings":["College of Economics and Management, Taiyuan University of Technology, Taiyuan 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Taiyuan University of Technology, Taiyuan 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013375006","display_name":"J. D. Li","orcid":null},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jizu Li","raw_affiliation_strings":["College of Economics and Management, Taiyuan University of Technology, Taiyuan 030024, China"],"raw_orcid":"https://orcid.org/0000-0003-0311-7653","affiliations":[{"raw_affiliation_string":"College of Economics and Management, Taiyuan University of Technology, Taiyuan 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yong Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Yan","raw_affiliation_strings":["College of Economics and Management, Taiyuan University of Technology, Taiyuan 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Taiyuan University of Technology, Taiyuan 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126939835","display_name":"Yue Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Yu","raw_affiliation_strings":["College of Economics and Management, Taiyuan University of Technology, Taiyuan 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Taiyuan University of Technology, Taiyuan 030024, China","institution_ids":["https://openalex.org/I9086337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013375006"],"corresponding_institution_ids":["https://openalex.org/I9086337"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29102167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"3","first_page":"236","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.784500002861023,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.784500002861023,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.01549999974668026,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.011500000022351742,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/coal-mining","display_name":"Coal mining","score":0.8134999871253967},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.6064000129699707},{"id":"https://openalex.org/keywords/citizenship","display_name":"Citizenship","score":0.6060000061988831},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5347999930381775},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5095000267028809},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.482699990272522},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4781000018119812},{"id":"https://openalex.org/keywords/organizational-citizenship-behavior","display_name":"Organizational citizenship behavior","score":0.4666999876499176}],"concepts":[{"id":"https://openalex.org/C108615695","wikidata":"https://www.wikidata.org/wiki/Q12880211","display_name":"Coal mining","level":3,"score":0.8134999871253967},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.6064000129699707},{"id":"https://openalex.org/C2780781376","wikidata":"https://www.wikidata.org/wiki/Q42138","display_name":"Citizenship","level":3,"score":0.6060000061988831},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5347999930381775},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5095000267028809},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.482699990272522},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4781000018119812},{"id":"https://openalex.org/C126583095","wikidata":"https://www.wikidata.org/wiki/Q1548752","display_name":"Organizational citizenship behavior","level":3,"score":0.4666999876499176},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.44279998540878296},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3824000060558319},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.3765000104904175},{"id":"https://openalex.org/C518851703","wikidata":"https://www.wikidata.org/wiki/Q24489","display_name":"Coal","level":2,"score":0.3716999888420105},{"id":"https://openalex.org/C187155963","wikidata":"https://www.wikidata.org/wiki/Q629029","display_name":"Occupational safety and health","level":2,"score":0.32600000500679016},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3109999895095825},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.305400013923645},{"id":"https://openalex.org/C2994198235","wikidata":"https://www.wikidata.org/wiki/Q14493193","display_name":"Workplace safety","level":3,"score":0.3052000105381012},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3012000024318695},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.28679999709129333},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.28619998693466187},{"id":"https://openalex.org/C2777488183","wikidata":"https://www.wikidata.org/wiki/Q6900510","display_name":"Safety monitoring","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.26460000872612}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems14030236","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems14030236","pdf_url":"https://www.mdpi.com/2079-8954/14/3/236/pdf?version=1772100929","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4e5e10fb4ae24765b4cf096a908f7f26","is_oa":true,"landing_page_url":"https://doaj.org/article/4e5e10fb4ae24765b4cf096a908f7f26","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,"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":"Systems, Vol 14, Iss 3, p 236 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems14030236","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems14030236","pdf_url":"https://www.mdpi.com/2079-8954/14/3/236/pdf?version=1772100929","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7131654337.pdf","grobid_xml":"https://content.openalex.org/works/W7131654337.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1980959556","https://openalex.org/W1999367607","https://openalex.org/W2034796025","https://openalex.org/W2040852533","https://openalex.org/W2070411279","https://openalex.org/W2072841257","https://openalex.org/W2105386261","https://openalex.org/W2113739761","https://openalex.org/W2123179704","https://openalex.org/W2151362918","https://openalex.org/W2789830908","https://openalex.org/W2971613928","https://openalex.org/W2984789174","https://openalex.org/W2989809714","https://openalex.org/W3010756308","https://openalex.org/W3081618151","https://openalex.org/W3102547229","https://openalex.org/W3183780361","https://openalex.org/W3187019869","https://openalex.org/W3195427193","https://openalex.org/W3195433842","https://openalex.org/W4224126255","https://openalex.org/W4241417577","https://openalex.org/W4243426639","https://openalex.org/W4249631414","https://openalex.org/W4256211916","https://openalex.org/W4256718218","https://openalex.org/W4280535629","https://openalex.org/W4292414231","https://openalex.org/W4309625126","https://openalex.org/W4320037571","https://openalex.org/W4388827888","https://openalex.org/W4391418024","https://openalex.org/W4407989108","https://openalex.org/W4412086737","https://openalex.org/W4412584204","https://openalex.org/W7117766325","https://openalex.org/W7122418960"],"related_works":[],"abstract_inverted_index":{"Technological":[0],"innovation":[1],"is":[2],"driving":[3],"the":[4,25,44,86,93,102,140,143,148,150,172],"intelligent":[5,34],"transformation":[6],"of":[7,27,47,77,174],"China\u2019s":[8],"coal":[9,167],"mining":[10,35],"industry,":[11],"leading":[12],"to":[13,157],"significant":[14,138],"changes":[15],"in":[16,32,166],"miners\u2019":[17,28,124],"working":[18],"methods":[19,60],"and":[20,49,53,68,97,115,146,163,177],"risk":[21],"structures.":[22],"To":[23],"explore":[24],"predictors":[26],"safety":[29,51,106,125,151,169],"citizenship":[30,126,152],"behaviors":[31],"an":[33],"environment,":[36],"this":[37],"study":[38,155],"introduces":[39],"regulatory":[40],"focus":[41,110,113],"based":[42],"on":[43],"JD-R":[45],"model":[46,89],"miners":[48,79],"proposes":[50],"climate":[52,107],"self-efficacy":[54,116],"as":[55,120],"additional":[56],"predictors.":[57],"Using":[58],"multiple":[59],"including":[61],"machine":[62],"learning,":[63],"response":[64],"surface":[65],"methodology":[66],"(RSM),":[67],"latent":[69],"profile":[70],"analysis":[71],"(LPA),":[72],"data":[73],"from":[74,171],"a":[75,159],"sample":[76],"1168":[78],"were":[80,118,135],"analyzed.":[81],"The":[82],"results":[83],"indicate":[84],"that":[85],"random":[87],"forest":[88],"performed":[90],"best,":[91],"with":[92],"lowest":[94],"prediction":[95],"error":[96],"strongest":[98],"explanatory":[99],"power.":[100],"In":[101],"variable":[103],"importance":[104],"analysis,":[105],"(SAC),":[108],"promotion":[109],"(PRF),":[111],"prevention":[112],"(PF),":[114],"(SE)":[117],"identified":[119],"key":[121],"factors":[122],"influencing":[123],"behaviors.":[127],"Additionally,":[128],"four":[129],"distinct":[130],"miner":[131],"work":[132],"characteristic":[133],"groups":[134],"identified,":[136],"showing":[137],"differences;":[139],"more":[141],"aligned":[142],"job":[144],"demands":[145],"resources,":[147],"higher":[149],"behavior.":[153],"This":[154],"aims":[156],"provide":[158],"basis":[160],"for":[161],"segmented":[162],"classified":[164],"management":[165,170],"mine":[168],"perspective":[173],"multi-method":[175],"evidence":[176],"heterogeneity.":[178]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-02-27T00:00:00"}
