{"id":"https://openalex.org/W4294578739","doi":"https://doi.org/10.3233/shti220904","title":"Applying Co-Design Principles for the Development of Health Education and Workforce Development","display_name":"Applying Co-Design Principles for the Development of Health Education and Workforce Development","publication_year":2022,"publication_date":"2022-08-31","ids":{"openalex":"https://openalex.org/W4294578739","doi":"https://doi.org/10.3233/shti220904","pmid":"https://pubmed.ncbi.nlm.nih.gov/36073453"},"language":"en","primary_location":{"id":"doi:10.3233/shti220904","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220904","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220904","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220904","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035964816","display_name":"Alan Davies","orcid":"https://orcid.org/0000-0001-5737-5629"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alan Davies","raw_affiliation_strings":["School of Health Sciences, University of Manchester"],"raw_orcid":"https://orcid.org/0000-0001-5737-5629","affiliations":[{"raw_affiliation_string":"School of Health Sciences, University of Manchester","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045309906","display_name":"Frances Hooley","orcid":"https://orcid.org/0000-0003-1048-4558"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Frances Hooley","raw_affiliation_strings":["School of Health Sciences, University of Manchester"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Health Sciences, University of Manchester","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056531222","display_name":"Iliada Eleftheriou","orcid":"https://orcid.org/0000-0001-8474-4303"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Iliada Eleftheriou","raw_affiliation_strings":["School of Health Sciences, University of Manchester"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Health Sciences, University of Manchester","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033333138","display_name":"Hatim Abdulhussein","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095211","display_name":"Health Education England","ror":"https://ror.org/00scx1h10","country_code":"GB","type":"government","lineage":["https://openalex.org/I1311074006","https://openalex.org/I4210095211"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hatim Abdulhussein","raw_affiliation_strings":["Health Education England"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Health Education England","institution_ids":["https://openalex.org/I4210095211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057497595","display_name":"Angela Davies","orcid":"https://orcid.org/0000-0002-3365-7231"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Angela C. Davies","raw_affiliation_strings":["School of Health Sciences, University of Manchester"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Health Sciences, University of Manchester","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035964816"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":null,"apc_paid":null,"fwci":1.3418,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77745665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"298","issue":null,"first_page":"39","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9136000275611877,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9136000275611877,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.8276917934417725},{"id":"https://openalex.org/keywords/workforce-development","display_name":"Workforce development","score":0.7183808088302612},{"id":"https://openalex.org/keywords/digital-literacy","display_name":"Digital literacy","score":0.7162747979164124},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.6932722330093384},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.6312170028686523},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.5588311553001404},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5217905044555664},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4519991874694824},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40782204270362854},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.36272361874580383},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3504064083099365},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29450833797454834},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.22082334756851196},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10822618007659912}],"concepts":[{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.8276917934417725},{"id":"https://openalex.org/C2779968149","wikidata":"https://www.wikidata.org/wiki/Q8034851","display_name":"Workforce development","level":3,"score":0.7183808088302612},{"id":"https://openalex.org/C2777646416","wikidata":"https://www.wikidata.org/wiki/Q242069","display_name":"Digital literacy","level":2,"score":0.7162747979164124},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.6932722330093384},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6312170028686523},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5588311553001404},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5217905044555664},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4519991874694824},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40782204270362854},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.36272361874580383},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3504064083099365},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29450833797454834},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.22082334756851196},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10822618007659912},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000078329","descriptor_name":"Workforce","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000078329","descriptor_name":"Workforce","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000078329","descriptor_name":"Workforce","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006266","descriptor_name":"Health Education","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006266","descriptor_name":"Health Education","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006266","descriptor_name":"Health Education","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013192","descriptor_name":"Staff Development","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013192","descriptor_name":"Staff Development","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013192","descriptor_name":"Staff Development","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti220904","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220904","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220904","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:36073453","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36073453","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti220904","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220904","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220904","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294578739.pdf","grobid_xml":"https://content.openalex.org/works/W4294578739.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1488640476","https://openalex.org/W1582191759","https://openalex.org/W1918280324","https://openalex.org/W2489941630","https://openalex.org/W2791701489","https://openalex.org/W2892699270","https://openalex.org/W2948733071","https://openalex.org/W2995635751","https://openalex.org/W3092220110","https://openalex.org/W3095077518","https://openalex.org/W3208793727"],"related_works":["https://openalex.org/W4321769964","https://openalex.org/W4212959116","https://openalex.org/W3153595460","https://openalex.org/W4366775288","https://openalex.org/W4294580210","https://openalex.org/W4294578739","https://openalex.org/W4281908679","https://openalex.org/W4311814576","https://openalex.org/W4205279722","https://openalex.org/W4281619812"],"abstract_inverted_index":{"The":[0],"digital":[1,12,21,49,87],"transformation":[2,88],"of":[3,11],"the":[4,9,15,56,71,76],"UK's":[5],"healthcare":[6,50],"system":[7],"necessitates":[8],"development":[10],"capabilities":[13],"across":[14],"workforce.":[16],"This":[17],"ranges":[18],"from":[19],"basic":[20],"literacy":[22],"through":[23],"to":[24,39,46,84],"advanced":[25],"skills":[26],"with":[27,41],"data":[28,81],"and":[29,43,60,75],"analytic":[30],"methods.":[31],"We":[32],"present":[33],"two":[34],"projects":[35],"that":[36],"apply":[37],"co-design":[38],"work":[40],"end-users":[42],"other":[44],"stakeholders":[45],"produce":[47],"a":[48,61],"technologies":[51],"capability":[52],"framework":[53],"aimed":[54,68],"at":[55,69],"wider":[57],"NHS":[58],"workforce":[59],"post":[62],"graduate":[63],"Clinical":[64],"Data":[65],"Science":[66],"course":[67],"bridging":[70],"gap":[72],"between":[73],"clinicians":[74],"data-centric":[77],"professions":[78],"(e.g.":[79],"analysts,":[80],"scientists,":[82],"informaticians)":[83],"aid":[85],"in":[86],"projects.":[89]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}