{"id":"https://openalex.org/W2000651723","doi":"https://doi.org/10.1111/j.1540-5915.1992.tb00420.x","title":"A Learning Curve Analysis of Expert System Use*","display_name":"A Learning Curve Analysis of Expert System Use*","publication_year":1992,"publication_date":"1992-07-01","ids":{"openalex":"https://openalex.org/W2000651723","doi":"https://doi.org/10.1111/j.1540-5915.1992.tb00420.x","mag":"2000651723"},"language":"en","primary_location":{"id":"doi:10.1111/j.1540-5915.1992.tb00420.x","doi":"https://doi.org/10.1111/j.1540-5915.1992.tb00420.x","is_oa":false,"landing_page_url":"https://doi.org/10.1111/j.1540-5915.1992.tb00420.x","pdf_url":null,"source":{"id":"https://openalex.org/S177792750","display_name":"Decision Sciences","issn_l":"0011-7315","issn":["0011-7315","1540-5915"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-2","norway-2","poland-70","russia-white-list-1","vabb-shw"],"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":"Decision Sciences","raw_type":"journal-article"},"volume":null,"type":"article","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/A5036779449","display_name":"Jane Fedorowicz","orcid":"https://orcid.org/0000-0002-2953-6146","observed_orcids":["https://orcid.org/0000-0002-2953-6146"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jane Fedorowicz","raw_affiliation_strings":["Jane Fedorowicz is Associate Professor of Management Information Systems in the School of Management at Boston University. She received her M.S. and Ph.D. degrees in systems sciences from Carnegie-Mellon University. Dr. Fedorowicz is the General Chair of DSS-92, the Twelfth International Conference on Decision Support Systems. She is on the editorial board of Management Information Systems Quarterly and Information Systems Research. Her research has appeared in Journal of Management Information Systems, Communications of the ACM, ACM Transactions on Database Systems, Decision Support Systems, Journal of the American Society for Information Science, and many other publications","Management Information Systems Department, School of Management, Boston University, 704 Commonwealth Avenue, Boston, MA 02215"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jane Fedorowicz is Associate Professor of Management Information Systems in the School of Management at Boston University. She received her M.S. and Ph.D. degrees in systems sciences from Carnegie-Mellon University. Dr. Fedorowicz is the General Chair of DSS-92, the Twelfth International Conference on Decision Support Systems. She is on the editorial board of Management Information Systems Quarterly and Information Systems Research. Her research has appeared in Journal of Management Information Systems, Communications of the ACM, ACM Transactions on Database Systems, Decision Support Systems, Journal of the American Society for Information Science, and many other publications","institution_ids":["https://openalex.org/I111088046","https://openalex.org/I74973139"]},{"raw_affiliation_string":"Management Information Systems Department, School of Management, Boston University, 704 Commonwealth Avenue, Boston, MA 02215","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111479085","display_name":"Effy Oz","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":false,"raw_author_name":"Effy Oz","raw_affiliation_strings":["Department of Accounting, School of Business Administration, Wayne State University, Detroit, MI 48202","Effy Oz is an assistant professor in the School of Business Administration at Wayne State University, where he coordinates the Management Information Systems program. He received his undergraduate and M.B.A. degrees from Hebrew University, and his Ph.D. in management information systems from Boston University. He has published articles in Information Executive, OR/MS Today, OMEGA, and Information & Management. He also has presented papers at national meetings of the American Accounting Association and ORSA/TIMS. Dr. Oz's research interests are decision support and expert systems, the impact of information technology on the organization and the individual, and computer ethics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Accounting, School of Business Administration, Wayne State University, Detroit, MI 48202","institution_ids":["https://openalex.org/I185443292"]},{"raw_affiliation_string":"Effy Oz is an assistant professor in the School of Business Administration at Wayne State University, where he coordinates the Management Information Systems program. He received his undergraduate and M.B.A. degrees from Hebrew University, and his Ph.D. in management information systems from Boston University. He has published articles in Information Executive, OR/MS Today, OMEGA, and Information & Management. He also has presented papers at national meetings of the American Accounting Association and ORSA/TIMS. Dr. Oz's research interests are decision support and expert systems, the impact of information technology on the organization and the individual, and computer ethics","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109362088","display_name":"Paul D. Berger","orcid":"https://orcid.org/0000-0003-1204-2390","observed_orcids":["https://orcid.org/0000-0003-1204-2390"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul D. Berger","raw_affiliation_strings":["Marketing Department, School of Management, Boston University, 621 Commonwealth Avenue, Boston, MA 02215","Paul D. Berger is a Professor of Quantitative Methods and Marketing in the School of Management at Boston University. He earned his S.B., S.M., and Ph.D. degrees from the Massachusetts Institute of Technology Sloan School of Management. He has published a variety of articles in Management Science, Technometrics, American Statistician, Industrial Mathematics, Operations Research, Harvard Business Review, Sloan Management Review, and others. He has coauthored a textbook entitled Direct Marketing Management, published by Prentice-Hall"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marketing Department, School of Management, Boston University, 621 Commonwealth Avenue, Boston, MA 02215","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Paul D. Berger is a Professor of Quantitative Methods and Marketing in the School of Management at Boston University. He earned his S.B., S.M., and Ph.D. degrees from the Massachusetts Institute of Technology Sloan School of Management. He has published a variety of articles in Management Science, Technometrics, American Statistician, Industrial Mathematics, Operations Research, Harvard Business Review, Sloan Management Review, and others. He has coauthored a textbook entitled Direct Marketing Management, published by Prentice-Hall","institution_ids":["https://openalex.org/I111088046","https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":3.1955,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.90787935,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"23","issue":"4","first_page":"797","last_page":"818"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.3353999853134155,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.3353999853134155,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.1720999926328659,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.1559000015258789,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/expert-systems","display_name":"expert systems","score":0.9490000009536743},{"id":"https://openalex.org/keywords/learning-curve","display_name":"learning curve","score":0.7490000128746033},{"id":"https://openalex.org/keywords/financial-risk-assessment","display_name":"financial risk assessment","score":0.9679999947547913},{"id":"https://openalex.org/keywords/expertise-transfer","display_name":"expert knowledge transfer","score":0.6190000176429749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7357925772666931},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.6531549692153931},{"id":"https://openalex.org/C34585555","wikidata":"https://www.wikidata.org/wiki/Q1368723","display_name":"Learning curve","level":2,"score":0.6492583751678467},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6180168390274048},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6130282282829285},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.5000953674316406},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.485606849193573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44671791791915894},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3493753671646118},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3365069031715393},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3307926654815674},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32741352915763855},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26896315813064575},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11033284664154053},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/j.1540-5915.1992.tb00420.x","doi":"https://doi.org/10.1111/j.1540-5915.1992.tb00420.x","is_oa":false,"landing_page_url":"https://doi.org/10.1111/j.1540-5915.1992.tb00420.x","pdf_url":null,"source":{"id":"https://openalex.org/S177792750","display_name":"Decision Sciences","issn_l":"0011-7315","issn":["0011-7315","1540-5915"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-2","norway-2","poland-70","russia-white-list-1","vabb-shw"],"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":"Decision Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W366260746","https://openalex.org/W397395995","https://openalex.org/W652340180","https://openalex.org/W654429527","https://openalex.org/W1541116164","https://openalex.org/W1966729559","https://openalex.org/W1968226729","https://openalex.org/W1978190865","https://openalex.org/W1984333719","https://openalex.org/W1994773191","https://openalex.org/W2016288462","https://openalex.org/W2026319679","https://openalex.org/W2049860169","https://openalex.org/W2053735091","https://openalex.org/W2062031113","https://openalex.org/W2088247534","https://openalex.org/W2128146941","https://openalex.org/W2135935487","https://openalex.org/W2313572750","https://openalex.org/W2316166351","https://openalex.org/W2325503991","https://openalex.org/W2498214524","https://openalex.org/W3181568694","https://openalex.org/W4247089946"],"related_works":["https://openalex.org/W1555252314","https://openalex.org/W7164506543","https://openalex.org/W7164671992","https://openalex.org/W2043525009","https://openalex.org/W1486083969","https://openalex.org/W97646172","https://openalex.org/W7164670815","https://openalex.org/W579448193","https://openalex.org/W2938802923","https://openalex.org/W83003104"],"abstract_inverted_index":{"ABSTRACT":[0],"In":[1],"this":[2],"article,":[3],"we":[4,34,58],"study":[5],"how":[6,61,94],"an":[7,30,85],"expert":[8,31],"system":[9,44,64,100],"affects":[10],"novice":[11,23,37],"problem":[12],"solving":[13],"in":[14],"a":[15,71],"financial":[16],"risk":[17],"analysis":[18],"domain.":[19],"We":[20,69,88],"demonstrate":[21,70],"that":[22,36],"performance":[24,38],"is":[25,45,96],"improved":[26],"after":[27],"exposure":[28,54],"to":[29,40,55,74,81,101],"system.":[32],"Further,":[33],"show":[35],"continues":[39],"improve":[41],"when":[42],"the":[43,63,76,82,91,99,102],"withdrawn.":[46],"By":[47],"comparing":[48],"learning":[49,79],"curves":[50],"for":[51],"people":[52],"with":[53],"those":[56],"without,":[57],"can":[59],"assess":[60],"much":[62],"has":[65],"benefitted":[66],"its":[67],"users.":[68],"quantitative":[72],"methodology":[73],"measure":[75],"increment":[77],"of":[78,84,93],"due":[80],"use":[83],"information":[86],"technology.":[87],"also":[89],"explore":[90],"issue":[92],"expertise":[95],"transferred":[97],"from":[98],"user.":[103]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}