{"id":"https://openalex.org/W7224108014","doi":"https://doi.org/10.2147/amep.s647535","title":"Mapping Complexity Lenses in Interprofessional Education and Collaborative Practice: A Scoping Review","display_name":"Mapping Complexity Lenses in Interprofessional Education and Collaborative Practice: A Scoping Review","publication_year":2026,"publication_date":"2026-10-01","ids":{"openalex":"https://openalex.org/W7224108014","doi":"https://doi.org/10.2147/amep.s647535","pmid":"https://pubmed.ncbi.nlm.nih.gov/42974109","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13726504"},"language":"en","primary_location":{"id":"doi:10.2147/amep.s647535","doi":"https://doi.org/10.2147/amep.s647535","is_oa":true,"landing_page_url":"https://doi.org/10.2147/amep.s647535","pdf_url":"https://www.dovepress.com/article/download/121504","source":{"id":"https://openalex.org/S2765062736","display_name":"Advances in Medical Education and Practice","issn_l":"1179-7258","issn":["1179-7258"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320348","host_organization_name":"Dove Medical Press","host_organization_lineage":["https://openalex.org/P4310320348","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Dove Medical Press","Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Medical Education and Practice","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.dovepress.com/article/download/121504","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022129793","display_name":"Tracey Ruth Hutton","orcid":"https://orcid.org/0000-0001-8025-1106","observed_orcids":["https://orcid.org/0000-0001-8025-1106"]},"institutions":[{"id":"https://openalex.org/I2802393258","display_name":"Sefako Makgatho Health Sciences University","ror":"https://ror.org/003hsr719","country_code":"ZA","type":"education","lineage":["https://openalex.org/I2802393258"]},{"id":"https://openalex.org/I99712911","display_name":"Nelson Mandela University","ror":"https://ror.org/03r1jm528","country_code":"ZA","type":"education","lineage":["https://openalex.org/I99712911"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Tracey Hutton","raw_affiliation_strings":["Department of Human Nutrition and Dietetics, Nelson Mandela University, Gqeberha, South Africa","Department of Human Nutrition and Dietetics, School of Health Care Sciences, Sefako Makgatho Health Sciences University, Ga-Rankuwa, South Africa"],"raw_orcid":"https://orcid.org/0000-0001-8025-1106","affiliations":[{"raw_affiliation_string":"Department of Human Nutrition and Dietetics, Nelson Mandela University, Gqeberha, South Africa","institution_ids":["https://openalex.org/I99712911"]},{"raw_affiliation_string":"Department of Human Nutrition and Dietetics, School of Health Care Sciences, Sefako Makgatho Health Sciences University, Ga-Rankuwa, South Africa","institution_ids":["https://openalex.org/I2802393258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091176828","display_name":"Aayesha Kholvadia","orcid":"https://orcid.org/0000-0002-1650-6116","observed_orcids":["https://orcid.org/0000-0002-1650-6116"]},"institutions":[{"id":"https://openalex.org/I99712911","display_name":"Nelson Mandela University","ror":"https://ror.org/03r1jm528","country_code":"ZA","type":"education","lineage":["https://openalex.org/I99712911"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Aayesha Kholvadia","raw_affiliation_strings":["Department of Human Movement Science, Nelson Mandela University, Gqeberha, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-1650-6116","affiliations":[{"raw_affiliation_string":"Department of Human Movement Science, Nelson Mandela University, Gqeberha, South Africa","institution_ids":["https://openalex.org/I99712911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055004590","display_name":"Mashudu Manafe","orcid":"https://orcid.org/0000-0002-8334-3644","observed_orcids":["https://orcid.org/0000-0002-8334-3644"]},"institutions":[{"id":"https://openalex.org/I2802393258","display_name":"Sefako Makgatho Health Sciences University","ror":"https://ror.org/003hsr719","country_code":"ZA","type":"education","lineage":["https://openalex.org/I2802393258"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Mashudu Manafe","raw_affiliation_strings":["Department of Human Nutrition and Dietetics, School of Health Care Sciences, Sefako Makgatho Health Sciences University, Ga-Rankuwa, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human Nutrition and Dietetics, School of Health Care Sciences, Sefako Makgatho Health Sciences University, Ga-Rankuwa, South Africa","institution_ids":["https://openalex.org/I2802393258"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077739578","display_name":"Hanlie Pitout","orcid":"https://orcid.org/0000-0001-6154-1378","observed_orcids":["https://orcid.org/0000-0001-6154-1378"]},"institutions":[{"id":"https://openalex.org/I2802393258","display_name":"Sefako Makgatho Health Sciences University","ror":"https://ror.org/003hsr719","country_code":"ZA","type":"education","lineage":["https://openalex.org/I2802393258"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Hanlie Pitout","raw_affiliation_strings":["Department of Occupational Therapy, School of Health Care Sciences, Sefako Makgatho Health Sciences University, Ga-Rankuwa, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Occupational Therapy, School of Health Care Sciences, Sefako Makgatho Health Sciences University, Ga-Rankuwa, South Africa","institution_ids":["https://openalex.org/I2802393258"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022129793"],"corresponding_institution_ids":["https://openalex.org/I2802393258","https://openalex.org/I99712911"],"apc_list":{"value":2320,"currency":"USD","value_usd":2320},"apc_paid":{"value":2320,"currency":"USD","value_usd":2320},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64344685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"Volume 17","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11497","display_name":"Interprofessional Education and Collaboration","score":0.9833999872207642,"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"}},"topics":[{"id":"https://openalex.org/T11497","display_name":"Interprofessional Education and Collaboration","score":0.9833999872207642,"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"}},{"id":"https://openalex.org/T12766","display_name":"Interdisciplinary Research and Collaboration","score":0.007899999618530273,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10254","display_name":"Innovations in Medical Education","score":0.0026000000070780516,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/complexity-theory","display_name":"complexity theory","score":0.972000002861023},{"id":"https://openalex.org/keywords/interprofessional-education","display_name":"interprofessional education","score":0.7979999780654907},{"id":"https://openalex.org/keywords/collaborative-practice","display_name":"collaborative practice","score":0.9829999804496765},{"id":"https://openalex.org/keywords/complex-adaptive-systems","display_name":"complex adaptive systems","score":0.9089999794960022},{"id":"https://openalex.org/keywords/curriculum-development","display_name":"curriculum development","score":0.8759999871253967},{"id":"https://openalex.org/keywords/multidisciplinary-team","display_name":"multidisciplinary team","score":0.5740000009536743},{"id":"https://openalex.org/keywords/sensemaking","display_name":"sensemaking","score":0.6660000085830688},{"id":"https://openalex.org/keywords/boundary-dynamics","display_name":"boundary dynamics","score":0.7179999947547913},{"id":"https://openalex.org/keywords/organizational-change","display_name":"organizational change","score":0.5960000157356262},{"id":"https://openalex.org/keywords/health-professions-education","display_name":"health professions education","score":0.9190000295639038}],"concepts":[{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.8744000196456909},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.6003000140190125},{"id":"https://openalex.org/C75795011","wikidata":"https://www.wikidata.org/wiki/Q917904","display_name":"Typology","level":2,"score":0.5174999833106995},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.5065000057220459},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.47870001196861267},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.44279998540878296},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4327999949455261},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4075999855995178},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.398499995470047},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.38269999623298645},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.3790000081062317},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.3555000126361847},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.349700003862381},{"id":"https://openalex.org/C2780367502","wikidata":"https://www.wikidata.org/wiki/Q17041754","display_name":"Interprofessional education","level":3,"score":0.34940001368522644},{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.3407999873161316},{"id":"https://openalex.org/C141330323","wikidata":"https://www.wikidata.org/wiki/Q2354820","display_name":"Evidence-based practice","level":3,"score":0.3395000100135803},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.33739998936653137},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.3319000005722046},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3179999887943268},{"id":"https://openalex.org/C2777716012","wikidata":"https://www.wikidata.org/wiki/Q5318389","display_name":"Dyad","level":2,"score":0.31209999322891235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30889999866485596},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.30469998717308044},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.29980000853538513},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2919999957084656},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2775999903678894},{"id":"https://openalex.org/C164065428","wikidata":"https://www.wikidata.org/wiki/Q1201929","display_name":"Core competency","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C2780877353","wikidata":"https://www.wikidata.org/wiki/Q2518253","display_name":"Health services research","level":3,"score":0.26159998774528503},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25369998812675476}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.2147/amep.s647535","doi":"https://doi.org/10.2147/amep.s647535","is_oa":true,"landing_page_url":"https://doi.org/10.2147/amep.s647535","pdf_url":"https://www.dovepress.com/article/download/121504","source":{"id":"https://openalex.org/S2765062736","display_name":"Advances in Medical Education and Practice","issn_l":"1179-7258","issn":["1179-7258"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320348","host_organization_name":"Dove Medical Press","host_organization_lineage":["https://openalex.org/P4310320348","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Dove Medical Press","Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Medical Education and Practice","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13726504","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13726504/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13726504/pdf/AMEP-17-647535.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adv Med Educ Pract","raw_type":"Text"},{"id":"pmid:42974109","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42974109","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,"listed_in":[],"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":"Advances in medical education and practice","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:4e45fcf33bbf4bcfa84f6bb6f617bcde","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/4e45fcf33bbf4bcfa84f6bb6f617bcde","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Advances in Medical Education and Practice, Vol Volume 17, Iss Issue 1, Pp 1-14 (2026)","raw_type":"article"},{"id":"pmh:oai:dovepress.com/121504","doi":null,"is_oa":true,"landing_page_url":"https://www.dovepress.com/mapping-complexity-lenses-in-interprofessional-education-and-collabora-peer-reviewed-fulltext-article-AMEP","pdf_url":null,"source":{"id":"https://openalex.org/S4306401012","display_name":"Dove Medical Press (Taylor and Francis Group)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Review"}],"best_oa_location":{"id":"doi:10.2147/amep.s647535","doi":"https://doi.org/10.2147/amep.s647535","is_oa":true,"landing_page_url":"https://doi.org/10.2147/amep.s647535","pdf_url":"https://www.dovepress.com/article/download/121504","source":{"id":"https://openalex.org/S2765062736","display_name":"Advances in Medical Education and Practice","issn_l":"1179-7258","issn":["1179-7258"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320348","host_organization_name":"Dove Medical Press","host_organization_lineage":["https://openalex.org/P4310320348","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Dove Medical Press","Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Medical Education and Practice","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.6164000034332275}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330061","display_name":"Department of Higher Education and Training","ror":"https://ror.org/012jp3q29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224108014.pdf","grobid_xml":"https://content.openalex.org/works/W7224108014.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1981665776","https://openalex.org/W2084154288","https://openalex.org/W2109305774","https://openalex.org/W2131760823","https://openalex.org/W2295654619","https://openalex.org/W2296689391","https://openalex.org/W2515608322","https://openalex.org/W2550369586","https://openalex.org/W2560438049","https://openalex.org/W2771703174","https://openalex.org/W2883710222","https://openalex.org/W2891378911","https://openalex.org/W2906163309","https://openalex.org/W2964200606","https://openalex.org/W3042105332","https://openalex.org/W3046857520","https://openalex.org/W3049623651","https://openalex.org/W3092419658","https://openalex.org/W3111322575","https://openalex.org/W3118615836","https://openalex.org/W4281870902","https://openalex.org/W4289314803","https://openalex.org/W4315702950","https://openalex.org/W4324387168","https://openalex.org/W4380988634","https://openalex.org/W4387252433","https://openalex.org/W4396986205","https://openalex.org/W4400511948","https://openalex.org/W4403772427","https://openalex.org/W4407381754","https://openalex.org/W4407929411","https://openalex.org/W4408674039","https://openalex.org/W4409916139","https://openalex.org/W4417483694"],"related_works":["https://openalex.org/W2594744944","https://openalex.org/W2140895449","https://openalex.org/W2158905692","https://openalex.org/W1501552804","https://openalex.org/W2068400595","https://openalex.org/W2021618222","https://openalex.org/W4399348916","https://openalex.org/W4320023794","https://openalex.org/W2064574266","https://openalex.org/W4309728881"],"abstract_inverted_index":{"Purpose:":[0],"Complexity":[1,140,210],"theory":[2],"is":[3,15,25],"increasingly":[4],"applied":[5],"in":[6,27,79,100,136,145],"interprofessional":[7],"education":[8],"and":[9,38,60,77,95,107,112,127,148,160,184,197,217,248],"collaborative":[10],"practice":[11],"(IPECP).":[12],"Yet":[13],"it":[14,24,32],"often":[16,143],"unclear":[17],"what":[18,39],"researchers":[19],"mean":[20],"by":[21,170],"\"complexity\",":[22],"where":[23],"positioned":[26,144],"the":[28,46,62,130,163,187,241],"research":[29],"process,":[30],"how":[31,53],"informs":[33],"design,":[34],"analysis":[35],"or":[36,138,173,206,226],"interpretation,":[37,149],"claims":[40],"can":[41],"reasonably":[42],"be":[43],"made":[44],"from":[45],"evidence":[47,63,223],"presented.":[48],"This":[49],"scoping":[50,70],"review":[51,71],"mapped":[52],"empirical":[54,84],"IPECP":[55,85,219],"studies":[56,86,123,202],"use":[57,153],"explicit-complexity":[58,93],"lenses":[59],"synthesized":[61,116],"into":[64,117],"a":[65,118,236],"moves-mechanisms-outcomes":[66,119,233],"typology.":[67,120],"Methods:":[68],"A":[69],"was":[72,141,211],"conducted":[73],"using":[74,109],"JBI":[75],"guidance":[76],"reported":[78,249],"accordance":[80],"with":[81,133,150,200],"PRISMA-ScR.":[82],"Peer-reviewed":[83],"were":[87,105,162],"included":[88],"if":[89],"they":[90],"specified":[91],"an":[92,155],"lens":[94],"substantively":[96],"operationalized":[97],"complexity":[98],"concepts":[99],"relation":[101],"to":[102,215,221],"IPECP.":[103],"Data":[104],"charted":[106],"analyzed":[108],"descriptive":[110],"counts":[111],"thematic":[113],"analysis,":[114],"then":[115],"Results:":[121],"Seventeen":[122],"published":[124,135],"between":[125,243],"2016":[126],"2026":[128],"met":[129],"inclusion":[131],"criteria,":[132],"10":[134],"2023":[137],"later.":[139],"most":[142,164],"conceptual":[146],"framing":[147],"less":[151],"consistent":[152],"as":[154],"analytic":[156],"framework.":[157],"Complexity-informed":[158],"tools":[159],"resources":[161],"common":[165],"move":[166,178],"type":[167],"(9/17),":[168],"followed":[169],"system-level":[171,207,227],"curriculum":[172],"micro-curriculum":[174],"design":[175],"(5/17).":[176],"Across":[177],"types,":[179],"adaptation/feedback,":[180],"interdependence/networks,":[181],"boundary":[182],"dynamics":[183],"sensemaking/uncertainty":[185],"formed":[186],"core":[188],"mechanism":[189],"set.":[190],"Reported":[191],"outcomes":[192,250],"clustered":[193],"at":[194],"program/curriculum,":[195],"team":[196],"student":[198],"levels,":[199],"fewer":[201],"reporting":[203],"broader":[204],"organizational":[205,225],"change.":[208],"Conclusion:":[209],"used":[212],"more":[213,251],"consistently":[214],"frame":[216],"interpret":[218],"than":[220],"provide":[222],"of":[224],"change":[228,246],"over":[229],"time.":[230],"The":[231],"resulting":[232],"typology":[234],"offers":[235],"flexible":[237],"scaffold":[238],"for":[239],"making":[240],"links":[242],"complexity-informed":[244],"activities,":[245],"processes":[247],"explicit.":[252]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-10-29T00:00:00"}
