{"id":"https://openalex.org/W2162523833","doi":"https://doi.org/10.1177/0018720812450911","title":"An Objective Approach to Identifying Diagnostic Expertise Among Power System Controllers","display_name":"An Objective Approach to Identifying Diagnostic Expertise Among Power System Controllers","publication_year":2012,"publication_date":"2012-06-28","ids":{"openalex":"https://openalex.org/W2162523833","doi":"https://doi.org/10.1177/0018720812450911","mag":"2162523833","pmid":"https://pubmed.ncbi.nlm.nih.gov/23516796"},"language":"en","primary_location":{"id":"doi:10.1177/0018720812450911","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0018720812450911","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073944576","display_name":"Thomas Loveday","orcid":null},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Thomas Loveday","raw_affiliation_strings":["Department of Psychology, Macquarie University, Sydney, NSW 2109, Australia. thomas.loveday@mq.edu.au","Macquarie University, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Macquarie University, Sydney, NSW 2109, Australia. thomas.loveday@mq.edu.au","institution_ids":["https://openalex.org/I99043593"]},{"raw_affiliation_string":"Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069667010","display_name":"Mark W. Wiggins","orcid":"https://orcid.org/0000-0002-6422-9475"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mark W. Wiggins","raw_affiliation_strings":["Department of Psychology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011812243","display_name":"Jemma Harris","orcid":null},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jemma M. Harris","raw_affiliation_strings":["Macquarie University, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115600696","display_name":"David O\u2019Hare","orcid":"https://orcid.org/0000-0002-5156-3925"},"institutions":[{"id":"https://openalex.org/I80281795","display_name":"University of Otago","ror":"https://ror.org/01jmxt844","country_code":"NZ","type":"education","lineage":["https://openalex.org/I80281795"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"David O\u2019Hare","raw_affiliation_strings":["University of Otago, Dunedin, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Otago, Dunedin, New Zealand","institution_ids":["https://openalex.org/I80281795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102795952","display_name":"Neil Smith","orcid":"https://orcid.org/0000-0002-2598-9965"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neil Smith","raw_affiliation_strings":["TransGrid, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TransGrid, Sydney, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":null,"fwci":2.3326,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.87634409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"55","issue":"1","first_page":"90","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.2818000018596649,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.2818000018596649,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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/T11894","display_name":"Radiology practices and education","score":0.10239999741315842,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.09510000050067902,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4598563313484192},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.34544527530670166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3023001551628113}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4598563313484192},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.34544527530670166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3023001551628113}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007318","descriptor_name":"Inservice Training","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007318","descriptor_name":"Inservice Training","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007318","descriptor_name":"Inservice Training","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009517","descriptor_name":"New South Wales","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009517","descriptor_name":"New South Wales","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009517","descriptor_name":"New South Wales","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011210","descriptor_name":"Power Plants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011210","descriptor_name":"Power Plants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011210","descriptor_name":"Power Plants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011340","descriptor_name":"Problem Solving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011340","descriptor_name":"Problem Solving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011340","descriptor_name":"Problem Solving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011361","descriptor_name":"Professional Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011361","descriptor_name":"Professional Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011361","descriptor_name":"Professional Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1177/0018720812450911","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0018720812450911","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:23516796","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23516796","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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W3853514","https://openalex.org/W1484864026","https://openalex.org/W1597864774","https://openalex.org/W1602376808","https://openalex.org/W1964313139","https://openalex.org/W1978721850","https://openalex.org/W1981404500","https://openalex.org/W1984314602","https://openalex.org/W1997217179","https://openalex.org/W2001467963","https://openalex.org/W2007705247","https://openalex.org/W2010036053","https://openalex.org/W2015976994","https://openalex.org/W2021343069","https://openalex.org/W2024449582","https://openalex.org/W2032466449","https://openalex.org/W2032622156","https://openalex.org/W2036931888","https://openalex.org/W2038874976","https://openalex.org/W2039542141","https://openalex.org/W2047039025","https://openalex.org/W2048455410","https://openalex.org/W2056769301","https://openalex.org/W2060280636","https://openalex.org/W2063026846","https://openalex.org/W2070898291","https://openalex.org/W2071218711","https://openalex.org/W2080289154","https://openalex.org/W2082557450","https://openalex.org/W2083769074","https://openalex.org/W2084386879","https://openalex.org/W2111284364","https://openalex.org/W2114249383","https://openalex.org/W2115173015","https://openalex.org/W2115714947","https://openalex.org/W2128851328","https://openalex.org/W2129089093","https://openalex.org/W2130736456","https://openalex.org/W2135177275","https://openalex.org/W2135966186","https://openalex.org/W2139993081","https://openalex.org/W2140543255","https://openalex.org/W2142325887","https://openalex.org/W2148920334","https://openalex.org/W2149516820","https://openalex.org/W2153475908","https://openalex.org/W2159772816","https://openalex.org/W2170761410","https://openalex.org/W2171680637","https://openalex.org/W2174896420","https://openalex.org/W2470233690","https://openalex.org/W2787898009","https://openalex.org/W2789886470","https://openalex.org/W2946559199","https://openalex.org/W2950616826","https://openalex.org/W4231364582","https://openalex.org/W4232809925","https://openalex.org/W4244134295","https://openalex.org/W4245515327","https://openalex.org/W4247012177","https://openalex.org/W4248291390","https://openalex.org/W4253039474","https://openalex.org/W4253163415","https://openalex.org/W4298406757"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"OBJECTIVE:":[0],"The":[1,85,158],"present":[2],"study":[3,86],"investigated":[4],"whether":[5],"performance":[6,17,55,143],"across":[7],"a":[8,73,108,125],"range":[9,109],"of":[10,18,27,45,59,90,98,104,110,118,136,141,162,181,186,210],"cue-based":[11,93,146],"cognitive":[12,47],"tasks":[13,94,115],"differentiated":[14],"the":[15,38,46,57,77,88,96,114,139,145,163,179,187,198,208],"diagnostic":[16,155],"power":[19,99,182],"control":[20],"operators":[21,137],"into":[22],"three":[23,133],"distinct":[24,92,134],"groups,":[25],"characteristic":[26],"novice,":[28,51],"competence,":[29],"and":[30,53,69,148,167,191],"expertise.":[31],"BACKGROUND:":[32],"Despite":[33],"its":[34],"increasing":[35],"importance":[36],"in":[37,56,144,154,178,197,207],"contemporary":[39],"workplace,":[40],"there":[41],"is":[42],"little":[43],"understanding":[44],"processes":[48],"that":[49,66],"distinguish":[50,173,201],"competent,":[52],"expert":[54,174,202],"context":[58,97,180,209],"remote":[60,211],"diagnosis.":[61,212],"However,":[62],"recent":[63],"evidence":[64],"suggests":[65],"cue":[67],"acquisition":[68],"utilization":[70],"may":[71,194],"represent":[72],"mechanism":[74],"by":[75],"which":[76],"transition":[78],"from":[79,175,203],"novice":[80],"to":[81,131,152,165,172,189,200],"expertise":[82],"occurs.":[83],"METHOD:":[84],"involved":[87],"application":[89],"four":[91],"within":[95],"system":[100],"control.":[101,183],"A":[102],"total":[103],"65":[105],"controllers,":[106],"encompassing":[107],"industry":[111],"experience,":[112],"completed":[113],"as":[116],"part":[117],"an":[119],"in-service":[120],"training":[121],"program.":[122],"RESULTS:":[123],"Using":[124],"cluster":[126],"analysis,":[127],"it":[128],"was":[129],"possible":[130],"extract":[132,166,190],"groups":[135,150],"on":[138],"basis":[140],"their":[142],"tasks,":[147],"these":[149],"corresponded":[151],"differences":[153],"performance.":[156],"CONCLUSION:":[157],"results":[159],"indicate":[160],"assessments":[161],"capacity":[164,188],"utilize":[168,192],"cues":[169,193],"were":[170],"able":[171],"competent":[176],"practitioners":[177],"APPLICATION:":[184],"Assessments":[185],"be":[195],"used":[196],"future":[199],"nonexpert":[204],"practitioners,":[205],"particularly":[206]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
