{"id":"https://openalex.org/W4244480085","doi":"https://doi.org/10.1093/ibd/izy038.034","title":"P195 THE GASTROENTEROLOGY LEARNER PATHWAY IN IBD: AN OUTCOMES-BASED ITERATIVE APPROACH TO IBD EDUCATION USING ADVANCED ANALYTICS AND PREDICTIVE MODELING TO SUSTAIN BEHAVIORAL CHANGE","display_name":"P195 THE GASTROENTEROLOGY LEARNER PATHWAY IN IBD: AN OUTCOMES-BASED ITERATIVE APPROACH TO IBD EDUCATION USING ADVANCED ANALYTICS AND PREDICTIVE MODELING TO SUSTAIN BEHAVIORAL CHANGE","publication_year":2018,"publication_date":"2018-01-18","ids":{"openalex":"https://openalex.org/W4244480085","doi":"https://doi.org/10.1093/ibd/izy038.034"},"language":"en","primary_location":{"id":"doi:10.1093/ibd/izy038.034","doi":"https://doi.org/10.1093/ibd/izy038.034","is_oa":false,"landing_page_url":"https://doi.org/10.1093/ibd/izy038.034","pdf_url":null,"source":{"id":"https://openalex.org/S45123234","display_name":"Inflammatory Bowel Diseases","issn_l":"1078-0998","issn":["1078-0998","1536-4844"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inflammatory Bowel Diseases","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4244480085"],"child_works_count":0,"type":"conference-abstract","is_traditional":false,"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":null,"display_name":"Amy Woodward","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amy Woodward","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045317731","display_name":"Steven Haimowitz","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steven Haimowitz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Jacqueline Brooks","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jacqueline Brooks","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5067829495","display_name":"David M Clausen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David M Clausen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3862,"currency":"USD","value_usd":3862},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"suppl_1","first_page":"S76","last_page":"S77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10254","display_name":"Innovations in Medical Education","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10254","display_name":"Innovations in Medical Education","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12413","display_name":"Health and Medical Education","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inflammatory-bowel-disease","display_name":"inflammatory bowel disease","score":0.921999990940094},{"id":"https://openalex.org/keywords/continuing-medical-education","display_name":"continuing medical education","score":0.8619999885559082}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6944091320037842},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6256623268127441},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.6082591414451599},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.544653594493866},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.49171167612075806},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4740695059299469},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.45419836044311523},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39016878604888916},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36686861515045166},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3226678967475891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3182904124259949},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.1709544062614441},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.16925284266471863},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.13076484203338623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/ibd/izy038.034","doi":"https://doi.org/10.1093/ibd/izy038.034","is_oa":false,"landing_page_url":"https://doi.org/10.1093/ibd/izy038.034","pdf_url":null,"source":{"id":"https://openalex.org/S45123234","display_name":"Inflammatory Bowel Diseases","issn_l":"1078-0998","issn":["1078-0998","1536-4844"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inflammatory Bowel Diseases","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9391000270843506},{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.7567999958992004}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2978658644","https://openalex.org/W7113902624","https://openalex.org/W4247164467","https://openalex.org/W2980164492","https://openalex.org/W4403725335","https://openalex.org/W2977291069","https://openalex.org/W4405386529","https://openalex.org/W4323353269","https://openalex.org/W2978687074","https://openalex.org/W2342016646"],"abstract_inverted_index":{"The":[0,30,48,189],"AGA,":[1],"RMEI":[2],"(CME":[3],"company),":[4,8],"and":[5,10,23,57,82,90,119,191,211,227,255,261],"RealCME":[6],"(technology":[7],"designed":[9],"implemented":[11],"a":[12,24,91,141,213,235,266],"phased":[13],"CME":[14],"continuum":[15],"in":[16,39,43,209,215,234],"IBD,":[17,210],"directed":[18],"at":[19],"17,000":[20],"AGA":[21,111],"members":[22],"national":[25],"sample":[26],"of":[27,37,52,59,80,93,149,157,182,193,203,219,243,271],"GI":[28],"clinicians.":[29],"design":[31,190],"was":[32],"driven":[33],"by":[34],"the":[35,78,127,155,167,201,217,241,246],"recognition":[36],"shortcomings":[38],"project-based":[40],"medical":[41],"education":[42,60],"driving":[44],"sustained":[45],"practice":[46,207],"changes.":[47],"partners":[49],"designed/delivered":[50],"cycles":[51],"education,":[53],"learner":[54,70,99],"data":[55,73,107,184,263],"analysis":[56,66,87,181],"recalibration":[58],"based":[61,222],"on":[62,223],"insights":[63],"from":[64],"each":[65],"(Fig":[67,131],"1).":[68],"Clinician":[69],"Gap":[71],"Analysis":[72],"(n=2002;":[74],"Phase":[75,133,177],"1)":[76],"shaped":[77],"content":[79],"live":[81],"online":[83],"interventions.":[84],"Traditional":[85],"outcomes":[86,250],"(Moore\u2019s":[88],"1\u20135)":[89],"variety":[92],"advanced":[94,254],"analytic":[95],"methods":[96],"(predictive":[97],"modeling,":[98],"profiling,":[100],"correlational":[101],"analyses)":[102],"were":[103],"implemented,":[104],"using":[105],"all":[106],"(demographic,":[108],"practice,":[109],"curriculum,":[110],"registry).":[112],"1600+":[113],"clinicians":[114],"have":[115],"participated":[116],"to":[117,163,249,252,264],"date,":[118],"demonstrated":[120],"significant":[121],"improvements":[122],"across":[123],"Learning":[124,129],"Domains":[125],"for":[126,185,200,232],"stated":[128],"Objectives":[130],"2).":[132],"2\u2019s":[134],"Advanced":[135],"Analytics":[136],"identified":[137],"Treatment":[138,164],"Selection/Individualization":[139],"as":[140],"primary":[142],"ongoing":[143],"gap,":[144],"with":[145,172,268],"7":[146,168],"core":[147],"drivers":[148,169],"poor":[150],"performance.":[151],"Predictive":[152],"modeling":[153],"set":[154],"benchmark":[156],"an":[158,180,197],"average":[159],"29%":[160],"improvement,":[161],"relative":[162],"Selection/Individualization,":[165],"if":[166],"are":[170],"targeted":[171],"new":[173],"interventions,":[174],"thus":[175],"directing":[176],"3,":[178],"including":[179],"claims":[183],"learners":[186],"pre/post":[187],"intervention.":[188],"results":[192],"this":[194],"model":[195,214,267],"represent":[196],"innovative":[198],"catalyst":[199],"development":[202],"educational":[204],"interventions":[205],"targeting":[206],"gaps":[208,226],"establishing":[212],"which":[216],"value":[218,242],"subsequent":[220],"activities,":[221],"continuously":[224],"refined":[225],"drivers,":[228],"can":[229],"increase":[230],"significantly":[231],"learners,":[233],"virtuous":[236],"cycle.":[237],"It":[238],"also":[239],"demonstrates":[240],"advancing":[244],"beyond":[245],"traditional":[247],"approach":[248],"assessment,":[251],"more":[253],"predictive":[256],"analytics":[257],"that":[258],"analyze":[259],"historical":[260],"current":[262],"generate":[265],"definable":[269],"benchmarks":[270],"success.":[272]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2022-05-12T00:00:00"}
