{"id":"https://openalex.org/W2981217950","doi":"https://doi.org/10.1177/0018720819880646","title":"The Difficulty to Break a Relational Complexity Network Can Predict Air Traffic Controllers\u2019 Mental Workload and Performance in Conflict Resolution","display_name":"The Difficulty to Break a Relational Complexity Network Can Predict Air Traffic Controllers\u2019 Mental Workload and Performance in Conflict Resolution","publication_year":2019,"publication_date":"2019-10-16","ids":{"openalex":"https://openalex.org/W2981217950","doi":"https://doi.org/10.1177/0018720819880646","mag":"2981217950","pmid":"https://pubmed.ncbi.nlm.nih.gov/31618105"},"language":"en","primary_location":{"id":"doi:10.1177/0018720819880646","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0018720819880646","pdf_url":null,"source":{"id":"https://openalex.org/S83386566","display_name":"Human Factors The Journal of the Human Factors and Ergonomics Society","issn_l":"0018-7208","issn":["0018-7208","1547-8181"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Factors: The Journal of the Human Factors and Ergonomics Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://ir.psych.ac.cn/handle/311026/30171","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059106752","display_name":"Jingyu Zhang","orcid":"https://orcid.org/0000-0002-1340-136X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jingyu Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061633361","display_name":"E Xiaotian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaotian E","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101478863","display_name":"Feng Du","orcid":"https://orcid.org/0000-0002-5900-8002"},"institutions":[{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Du","raw_affiliation_strings":["Department of Psychology, University of Chinese Academy of Sciences, Beijing","Institute of Psychology, Chinese Academy of Sciences, Beijing"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Chinese Academy of Sciences, Beijing","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Psychology, Chinese Academy of Sciences, Beijing","institution_ids":["https://openalex.org/I4210131870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077504465","display_name":"Jiazhong Yang","orcid":"https://orcid.org/0009-0000-7937-3392"},"institutions":[{"id":"https://openalex.org/I58995867","display_name":"Civil Aviation Flight University of China","ror":"https://ror.org/01xyb1v19","country_code":"CN","type":"education","lineage":["https://openalex.org/I58995867"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiazhong Yang","raw_affiliation_strings":["Civil Aviation Flight University of China, Guanghan, China"],"affiliations":[{"raw_affiliation_string":"Civil Aviation Flight University of China, Guanghan, China","institution_ids":["https://openalex.org/I58995867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004939155","display_name":"Shayne Loft","orcid":"https://orcid.org/0000-0002-5434-0348"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shayne Loft","raw_affiliation_strings":["The University of Western Australia, Perth, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Western Australia, Perth, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059106752"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0827,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80407593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"63","issue":"2","first_page":"240","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9837999939918518,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9544000029563904,"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/workload","display_name":"Workload","score":0.7092217206954956},{"id":"https://openalex.org/keywords/air-traffic-control","display_name":"Air traffic control","score":0.6189522743225098},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.525938093662262},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.49022990465164185},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4226044714450836},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.41728702187538147},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25642645359039307},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2298019826412201}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7092217206954956},{"id":"https://openalex.org/C166961238","wikidata":"https://www.wikidata.org/wiki/Q221395","display_name":"Air traffic control","level":2,"score":0.6189522743225098},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.525938093662262},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.49022990465164185},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4226044714450836},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.41728702187538147},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25642645359039307},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2298019826412201},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001359","descriptor_name":"Aviation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001359","descriptor_name":"Aviation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001359","descriptor_name":"Aviation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009790","descriptor_name":"Occupations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009790","descriptor_name":"Occupations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009790","descriptor_name":"Occupations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D017008","descriptor_name":"Negotiating","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017008","descriptor_name":"Negotiating","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017008","descriptor_name":"Negotiating","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":8,"locations":[{"id":"doi:10.1177/0018720819880646","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0018720819880646","pdf_url":null,"source":{"id":"https://openalex.org/S83386566","display_name":"Human Factors The Journal of the Human Factors and Ergonomics Society","issn_l":"0018-7208","issn":["0018-7208","1547-8181"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Factors: The Journal of the Human Factors and Ergonomics Society","raw_type":"journal-article"},{"id":"pmid:31618105","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31618105","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human factors","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/5d0f2d33-f4d5-454f-8883-c49db0b1f5c3","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/5d0f2d33-f4d5-454f-8883-c49db0b1f5c3","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhang , J , Xiaotian , E , Du , F , Yang , J &amp; Loft , S 2021 , ' The Difficulty to Break a Relational Complexity Network Can Predict Air Traffic Controllers\u2019 Mental Workload and Performance in Conflict Resolution ' , Human Factors , vol. 63 , no. 2 , pp. 240-253 . https://doi.org/10.1177/0018720819880646","raw_type":"article"},{"id":"pmh:oai:/ir.psych.ac.cn:311026/30171","is_oa":false,"landing_page_url":"http://ir.psych.ac.cn/handle/311026/30170","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:/ir.psych.ac.cn:311026/48262","is_oa":false,"landing_page_url":"http://ir.psych.ac.cn/handle/311026/48262","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:ir.psych.ac.cn:311026/30123","is_oa":false,"landing_page_url":"http://ir.psych.ac.cn/handle/311026/30123","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:ir.psych.ac.cn:311026/30169","is_oa":false,"landing_page_url":"http://ir.psych.ac.cn/handle/311026/30169","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:ir.psych.ac.cn:311026/30171","is_oa":true,"landing_page_url":"http://ir.psych.ac.cn/handle/311026/30171","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:ir.psych.ac.cn:311026/30171","is_oa":true,"landing_page_url":"http://ir.psych.ac.cn/handle/311026/30171","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G2238677025","display_name":null,"funder_award_id":"31671148","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W284513564","https://openalex.org/W580844488","https://openalex.org/W942274081","https://openalex.org/W1043617737","https://openalex.org/W1595575180","https://openalex.org/W1967487948","https://openalex.org/W1982069443","https://openalex.org/W1987950219","https://openalex.org/W1997402170","https://openalex.org/W2024295339","https://openalex.org/W2046050073","https://openalex.org/W2070207525","https://openalex.org/W2073113168","https://openalex.org/W2083409450","https://openalex.org/W2106699082","https://openalex.org/W2124578253","https://openalex.org/W2135905813","https://openalex.org/W2143953455","https://openalex.org/W2149840265","https://openalex.org/W2157289187","https://openalex.org/W2158672897","https://openalex.org/W2165686759","https://openalex.org/W2178752668","https://openalex.org/W2222717613","https://openalex.org/W2309067248","https://openalex.org/W2489782956","https://openalex.org/W2533069617","https://openalex.org/W3150029850","https://openalex.org/W3214622009","https://openalex.org/W4248812721","https://openalex.org/W4297974475","https://openalex.org/W4301958211","https://openalex.org/W4391769702"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W212455981","https://openalex.org/W2037602723","https://openalex.org/W1495424341"],"abstract_inverted_index":{"The":[0],"proposed":[1],"model":[2],"can":[3],"potentially":[4],"be":[5],"used":[6],"for":[7],"workload":[8],"management,":[9],"sector":[10],"design,":[11],"and":[12],"intelligent":[13],"decision":[14],"support":[15],"tool":[16],"development.":[17]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
