{"id":"https://openalex.org/W2108909545","doi":"https://doi.org/10.1002/piq.21152","title":"The Mental Model Comparison of Expert and Novice Performance Improvement Practitioners","display_name":"The Mental Model Comparison of Expert and Novice Performance Improvement Practitioners","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2108909545","doi":"https://doi.org/10.1002/piq.21152","mag":"2108909545"},"language":"en","primary_location":{"id":"doi:10.1002/piq.21152","doi":"https://doi.org/10.1002/piq.21152","is_oa":false,"landing_page_url":"https://doi.org/10.1002/piq.21152","pdf_url":null,"source":{"id":"https://openalex.org/S26862755","display_name":"Performance Improvement Quarterly","issn_l":"0898-5952","issn":["0898-5952","1937-8327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Performance Improvement Quarterly","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"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/A5014350185","display_name":"\u015eacip Toker","orcid":"https://orcid.org/0000-0003-1437-6642","observed_orcids":["https://orcid.org/0000-0003-1437-6642"]},"institutions":[{"id":"https://openalex.org/I54515432","display_name":"Burdur Mehmet Akif Ersoy \u00dcniversitesi","ror":"https://ror.org/04xk0dc21","country_code":"TR","type":"education","lineage":["https://openalex.org/I54515432"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Sacip Toker","raw_affiliation_strings":["Assistant professor of computer education and instructional technology, Mehmet Akif Ersoy University, Burdur, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant professor of computer education and instructional technology, Mehmet Akif Ersoy University, Burdur, Turkey","institution_ids":["https://openalex.org/I54515432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046166759","display_name":"James L. Moseley","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"James L. Moseley","raw_affiliation_strings":["Associate professor of instructional technology, College of Education, Wayne State University, Detroit, Michigan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate professor of instructional technology, College of Education, Wayne State University, Detroit, Michigan","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014350185","https://openalex.org/A5046166759"],"corresponding_institution_ids":["https://openalex.org/I185443292","https://openalex.org/I54515432"],"apc_list":{"value":3000,"currency":"USD","value_usd":3000},"apc_paid":null,"fwci":2.8384,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.90752227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"26","issue":"3","first_page":"7","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11994","display_name":"Human Resource Development and Performance Evaluation","score":0.6669999957084656,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T11994","display_name":"Human Resource Development and Performance Evaluation","score":0.6669999957084656,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T12802","display_name":"Competency Development and Evaluation","score":0.1793999969959259,"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/T10813","display_name":"Sport Psychology and Performance","score":0.029100000858306885,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/mental-models","display_name":"mental models","score":0.9290000200271606},{"id":"https://openalex.org/keywords/expert-novice-differences","display_name":"expert-novice differences","score":0.7170000076293945},{"id":"https://openalex.org/keywords/critical-concepts","display_name":"critical concepts","score":0.5350000262260437},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"knowledge management","score":0.421999990940094},{"id":"https://openalex.org/keywords/organizational-knowledge-sharing","display_name":"organizational knowledge sharing","score":0.3720000088214874}],"concepts":[{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.7329016923904419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6239312887191772},{"id":"https://openalex.org/C2778940482","wikidata":"https://www.wikidata.org/wiki/Q7144753","display_name":"Pathfinder","level":2,"score":0.5800584554672241},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5797924399375916},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.48213741183280945},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3847922682762146},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.34308356046676636},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3316177725791931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19595447182655334},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.0},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1002/piq.21152","doi":"https://doi.org/10.1002/piq.21152","is_oa":false,"landing_page_url":"https://doi.org/10.1002/piq.21152","pdf_url":null,"source":{"id":"https://openalex.org/S26862755","display_name":"Performance Improvement Quarterly","issn_l":"0898-5952","issn":["0898-5952","1937-8327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Performance Improvement Quarterly","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.wayne.edu:oa_dissertations-1479","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.wayne.edu/oa_dissertations/480","pdf_url":null,"source":{"id":"https://openalex.org/S171990522","display_name":"Human Biology","issn_l":"0018-7143","issn":["0018-7143","1534-6617"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","erih-plus","jufo-1","norway-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310316469","host_organization_name":"Wayne State University Press","host_organization_lineage":["https://openalex.org/P4310316469"],"host_organization_lineage_names":["Wayne State University Press"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wayne State University Dissertations","raw_type":"dissertation"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":204,"referenced_works":["https://openalex.org/W32836071","https://openalex.org/W43322953","https://openalex.org/W58465401","https://openalex.org/W134311315","https://openalex.org/W195527274","https://openalex.org/W199507671","https://openalex.org/W243860633","https://openalex.org/W249336563","https://openalex.org/W413237357","https://openalex.org/W581786076","https://openalex.org/W592334911","https://openalex.org/W593899196","https://openalex.org/W655464054","https://openalex.org/W658055752","https://openalex.org/W874445863","https://openalex.org/W938091471","https://openalex.org/W950281246","https://openalex.org/W1484794270","https://openalex.org/W1486905878","https://openalex.org/W1486953525","https://openalex.org/W1499525802","https://openalex.org/W1503992701","https://openalex.org/W1516035495","https://openalex.org/W1525300765","https://openalex.org/W1539180281","https://openalex.org/W1539265701","https://openalex.org/W1549492071","https://openalex.org/W1555992608","https://openalex.org/W1566995737","https://openalex.org/W1570321471","https://openalex.org/W1579152781","https://openalex.org/W1596927032","https://openalex.org/W1600631284","https://openalex.org/W1602376808","https://openalex.org/W1608907125","https://openalex.org/W1610176988","https://openalex.org/W1680842844","https://openalex.org/W1731258713","https://openalex.org/W1833642000","https://openalex.org/W1963900632","https://openalex.org/W1964098706","https://openalex.org/W1964827649","https://openalex.org/W1965424384","https://openalex.org/W1966202927","https://openalex.org/W1972508854","https://openalex.org/W1972566979","https://openalex.org/W1974358143","https://openalex.org/W1974987393","https://openalex.org/W1976030211","https://openalex.org/W1979738599","https://openalex.org/W1980554081","https://openalex.org/W1981098725","https://openalex.org/W1984292991","https://openalex.org/W1985573999","https://openalex.org/W1986985024","https://openalex.org/W1987288367","https://openalex.org/W1988547174","https://openalex.org/W1989409903","https://openalex.org/W1990854045","https://openalex.org/W1994735418","https://openalex.org/W1998090574","https://openalex.org/W2000244923","https://openalex.org/W2003967622","https://openalex.org/W2004573698","https://openalex.org/W2005050186","https://openalex.org/W2005237197","https://openalex.org/W2005760620","https://openalex.org/W2008084531","https://openalex.org/W2010175973","https://openalex.org/W2011103378","https://openalex.org/W2012560454","https://openalex.org/W2013340531","https://openalex.org/W2017997429","https://openalex.org/W2019126254","https://openalex.org/W2020368737","https://openalex.org/W2021409394","https://openalex.org/W2021829536","https://openalex.org/W2023138536","https://openalex.org/W2024773874","https://openalex.org/W2026779522","https://openalex.org/W2029513438","https://openalex.org/W2032152873","https://openalex.org/W2034119422","https://openalex.org/W2034304647","https://openalex.org/W2035231165","https://openalex.org/W2035871659","https://openalex.org/W2036462000","https://openalex.org/W2039762179","https://openalex.org/W2041468297","https://openalex.org/W2041640657","https://openalex.org/W2042047283","https://openalex.org/W2043127994","https://openalex.org/W2044076041","https://openalex.org/W2045300586","https://openalex.org/W2048468590","https://openalex.org/W2048623804","https://openalex.org/W2050440709","https://openalex.org/W2053080372","https://openalex.org/W2053349087","https://openalex.org/W2053420286","https://openalex.org/W2056386376","https://openalex.org/W2057281315","https://openalex.org/W2057363637","https://openalex.org/W2060482714","https://openalex.org/W2060902254","https://openalex.org/W2061388158","https://openalex.org/W2063026846","https://openalex.org/W2063909965","https://openalex.org/W2068938794","https://openalex.org/W2069851177","https://openalex.org/W2070529892","https://openalex.org/W2072945244","https://openalex.org/W2080492943","https://openalex.org/W2082788458","https://openalex.org/W2086009128","https://openalex.org/W2086468910","https://openalex.org/W2087114283","https://openalex.org/W2088256028","https://openalex.org/W2089669063","https://openalex.org/W2097782859","https://openalex.org/W2098152278","https://openalex.org/W2098703895","https://openalex.org/W2099686400","https://openalex.org/W2100711797","https://openalex.org/W2100922849","https://openalex.org/W2101432276","https://openalex.org/W2102988123","https://openalex.org/W2103222385","https://openalex.org/W2104556666","https://openalex.org/W2105370355","https://openalex.org/W2105413315","https://openalex.org/W2112838383","https://openalex.org/W2112892831","https://openalex.org/W2113666542","https://openalex.org/W2115995774","https://openalex.org/W2116199508","https://openalex.org/W2116411927","https://openalex.org/W2117975124","https://openalex.org/W2119688064","https://openalex.org/W2121613990","https://openalex.org/W2122145490","https://openalex.org/W2124946239","https://openalex.org/W2129128917","https://openalex.org/W2130527146","https://openalex.org/W2137247190","https://openalex.org/W2144170904","https://openalex.org/W2145731266","https://openalex.org/W2146022387","https://openalex.org/W2146978855","https://openalex.org/W2147268441","https://openalex.org/W2148802858","https://openalex.org/W2148816826","https://openalex.org/W2149214490","https://openalex.org/W2154734789","https://openalex.org/W2155927351","https://openalex.org/W2156112368","https://openalex.org/W2160512712","https://openalex.org/W2160630870","https://openalex.org/W2162853536","https://openalex.org/W2165296995","https://openalex.org/W2166153683","https://openalex.org/W2166904878","https://openalex.org/W2167157582","https://openalex.org/W2167904958","https://openalex.org/W2168362256","https://openalex.org/W2168805799","https://openalex.org/W2169468863","https://openalex.org/W2169613734","https://openalex.org/W2173559148","https://openalex.org/W2181444990","https://openalex.org/W2184268318","https://openalex.org/W2188410187","https://openalex.org/W2218780254","https://openalex.org/W2229788745","https://openalex.org/W2244528912","https://openalex.org/W2253698945","https://openalex.org/W2257733927","https://openalex.org/W2263865371","https://openalex.org/W2274770790","https://openalex.org/W2303413189","https://openalex.org/W2308851626","https://openalex.org/W2315371606","https://openalex.org/W2321368448","https://openalex.org/W2325080968","https://openalex.org/W2412986595","https://openalex.org/W2418157419","https://openalex.org/W2470154887","https://openalex.org/W2487754406","https://openalex.org/W2498467527","https://openalex.org/W2512343151","https://openalex.org/W2519427919","https://openalex.org/W2519428223","https://openalex.org/W2731027179","https://openalex.org/W2889200856","https://openalex.org/W2890537325","https://openalex.org/W2895462791","https://openalex.org/W2898045617","https://openalex.org/W3003609122","https://openalex.org/W3107271803","https://openalex.org/W3112183422","https://openalex.org/W3128690923","https://openalex.org/W3185189058","https://openalex.org/W4285719527","https://openalex.org/W4293087366"],"related_works":["https://openalex.org/W2739542","https://openalex.org/W2040039934","https://openalex.org/W2289619306","https://openalex.org/W1587727472","https://openalex.org/W2048016773","https://openalex.org/W1579650101","https://openalex.org/W2802581029","https://openalex.org/W2602341642","https://openalex.org/W2512343151","https://openalex.org/W2025528578"],"abstract_inverted_index":{"This":[0],"study":[1,117],"investigates":[2],"the":[3,43,50,55,62,74,78,92,107,116,120,130],"mental":[4,57,109],"model":[5,58,110,122],"comparison":[6],"between":[7],"expert":[8,96,121],"and":[9,126,134],"novice":[10,131],"performance":[11],"improvement":[12],"practitioners.":[13],"Nonexperimental":[14],"survey":[15],"research":[16,136],"design":[17],"was":[18],"applied.":[19],"Based":[20],"on":[21],"specific":[22],"criteria,":[23],"11":[24,51],"critical":[25],"concepts":[26,52],"out":[27],"of":[28,36,45,59,77,81,91,111,115],"30":[29],"were":[30],"selected":[31],"by":[32],"23":[33,38],"experts.":[34],"Sixteen":[35],"those":[37,82],"experts":[39,60],"provided":[40],"data":[41,105],"about":[42],"relatedness":[44],"55":[46],"concept-pairs":[47],"generated":[48],"from":[49],"to":[53],"develop":[54],"common":[56,108],"in":[61,73],"Knowledge":[63],"Network":[64],"Organizing":[65],"Tool":[66],"utilizing":[67],"Pathfinder":[68],"scaling.":[69],"Two-hundred-forty-two":[70],"practitioners":[71],"participated":[72],"further":[75,135],"phases":[76],"study.":[79],"Out":[80],"practitioners,":[83],"33":[84],"novices,":[85],"who":[86],"have":[87],"not":[88],"met":[89],"any":[90],"criteria":[93],"used":[94],"for":[95,106],"selection,":[97],"are":[98,138],"selected.":[99],"Those":[100],"novices":[101],"also":[102],"provide":[103],"similar":[104],"novices.":[112],"The":[113],"results":[114],"show":[118],"that":[119],"has":[123],"more":[124],"consistent":[125],"hierarchical":[127],"structure":[128],"than":[129],"model.":[132],"Discussions":[133],"recommendations":[137],"provided.":[139]},"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":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
