{"id":"https://openalex.org/W4293680263","doi":"https://doi.org/10.1177/16094069221118993","title":"A Comparison of Leximancer Semi-automated Content Analysis to Manual Content Analysis: A Healthcare Exemplar Using Emotive Transcripts of COVID-19 Hospital Staff Interactive Webcasts","display_name":"A Comparison of Leximancer Semi-automated Content Analysis to Manual Content Analysis: A Healthcare Exemplar Using Emotive Transcripts of COVID-19 Hospital Staff Interactive Webcasts","publication_year":2022,"publication_date":"2022-04-01","ids":{"openalex":"https://openalex.org/W4293680263","doi":"https://doi.org/10.1177/16094069221118993","pmid":"https://pubmed.ncbi.nlm.nih.gov/36032654","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9393405"},"language":"en","primary_location":{"id":"doi:10.1177/16094069221118993","doi":"https://doi.org/10.1177/16094069221118993","is_oa":true,"landing_page_url":"https://doi.org/10.1177/16094069221118993","pdf_url":null,"source":{"id":"https://openalex.org/S4210182004","display_name":"International Journal of Qualitative Methods","issn_l":"1609-4069","issn":["1609-4069"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-2","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"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":"International Journal of Qualitative Methods","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/16094069221118993","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062929658","display_name":"Teyl Engstrom","orcid":"https://orcid.org/0000-0002-1778-5006","observed_orcids":["https://orcid.org/0000-0002-1778-5006"]},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Teyl Engstrom","raw_affiliation_strings":["Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1778-5006","affiliations":[{"raw_affiliation_string":"Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112522142","display_name":"Jenny Strong","orcid":"https://orcid.org/0000-0002-9367-8755","observed_orcids":["https://orcid.org/0000-0002-9367-8755"]},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]},{"id":"https://openalex.org/I4405269172","display_name":"Metro North Hospital and Health Service","ror":"https://ror.org/03a0hqz22","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4405269172"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jenny Strong","raw_affiliation_strings":["Metro North Hospital and Health Services, Brisbane Australia, The University of Queensland, School of Health and Rehabilitation Sciences, Professor Occupational Therapy, University of Southern Queensland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metro North Hospital and Health Services, Brisbane Australia, The University of Queensland, School of Health and Rehabilitation Sciences, Professor Occupational Therapy, University of Southern Queensland","institution_ids":["https://openalex.org/I165143802","https://openalex.org/I185523456","https://openalex.org/I4405269172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087188888","display_name":"Clair M. Sullivan","orcid":"https://orcid.org/0000-0003-2475-9989","observed_orcids":["https://orcid.org/0000-0003-2475-9989"]},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I4405269172","display_name":"Metro North Hospital and Health Service","ror":"https://ror.org/03a0hqz22","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4405269172"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Clair Sullivan","raw_affiliation_strings":["Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia; Metro North Hospital and Health Services, Brisbane Australia","Metro North Hospital and Health Services, Brisbane Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia; Metro North Hospital and Health Services, Brisbane Australia","institution_ids":["https://openalex.org/I165143802","https://openalex.org/I4405269172"]},{"raw_affiliation_string":"Metro North Hospital and Health Services, Brisbane Australia","institution_ids":["https://openalex.org/I4405269172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066896093","display_name":"Jason D. Pole","orcid":"https://orcid.org/0000-0002-0413-5434","observed_orcids":["https://orcid.org/0000-0002-0413-5434"]},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["AU","CA"],"is_corresponding":true,"raw_author_name":"Jason D. Pole","raw_affiliation_strings":["Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia; The University of Toronto, Dalla Lana School of Public Health, Toronto, ON, Canada","Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia; The University of Toronto, Dalla Lana School of Public Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I165143802","https://openalex.org/I185261750"]},{"raw_affiliation_string":"Centre for Health Services Research, The University of Queensland, Herston, QLD, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066896093"],"corresponding_institution_ids":["https://openalex.org/I165143802","https://openalex.org/I185261750"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":20.4738,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.99391206,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"21","issue":null,"first_page":"16094069221118993","last_page":"16094069221118993"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9570000171661377,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9570000171661377,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T12880","display_name":"Qualitative Research Methods and Applications","score":0.03620000183582306,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.004699999932199717,"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/leximancer","display_name":"Leximancer","score":0.9990000128746033},{"id":"https://openalex.org/keywords/hospital-staff","display_name":"hospital staff","score":0.781000018119812},{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.9449999928474426},{"id":"https://openalex.org/keywords/qualitative-data-analysis","display_name":"qualitative data analysis","score":0.6690000295639038},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"thematic analysis","score":0.5350000262260437},{"id":"https://openalex.org/keywords/healthcare-decision-making","display_name":"healthcare decision-making","score":0.5740000009536743}],"concepts":[{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.8049750328063965},{"id":"https://openalex.org/C2776215170","wikidata":"https://www.wikidata.org/wiki/Q5373820","display_name":"Emotive","level":2,"score":0.7547993659973145},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.728105902671814},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5719479918479919},{"id":"https://openalex.org/C57374464","wikidata":"https://www.wikidata.org/wiki/Q1109638","display_name":"Webcast","level":2,"score":0.5313081741333008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48125120997428894},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.3948162794113159},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2153608798980713},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13796409964561462},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1177/16094069221118993","doi":"https://doi.org/10.1177/16094069221118993","is_oa":true,"landing_page_url":"https://doi.org/10.1177/16094069221118993","pdf_url":null,"source":{"id":"https://openalex.org/S4210182004","display_name":"International Journal of Qualitative Methods","issn_l":"1609-4069","issn":["1609-4069"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-2","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"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":"International Journal of Qualitative Methods","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9393405","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9393405","pdf_url":null,"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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Int J Qual Methods","raw_type":"Text"},{"id":"pmid:36032654","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36032654","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":"International journal of qualitative methods","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:af50187a7a1b4704a0c576b16116a293","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/af50187a7a1b4704a0c576b16116a293","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Qualitative Methods, Vol 21 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/16094069221118993","doi":"https://doi.org/10.1177/16094069221118993","is_oa":true,"landing_page_url":"https://doi.org/10.1177/16094069221118993","pdf_url":null,"source":{"id":"https://openalex.org/S4210182004","display_name":"International Journal of Qualitative Methods","issn_l":"1609-4069","issn":["1609-4069"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-2","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"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":"International Journal of Qualitative Methods","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1544133109","https://openalex.org/W1936675833","https://openalex.org/W1964189636","https://openalex.org/W1979290264","https://openalex.org/W1979517429","https://openalex.org/W2001232685","https://openalex.org/W2034592824","https://openalex.org/W2067404301","https://openalex.org/W2095655043","https://openalex.org/W2116557008","https://openalex.org/W2146267337","https://openalex.org/W2439538439","https://openalex.org/W2514535740","https://openalex.org/W2742117466","https://openalex.org/W2751806321","https://openalex.org/W2769563773","https://openalex.org/W2925288814","https://openalex.org/W2946150895","https://openalex.org/W3001362559","https://openalex.org/W3010633102","https://openalex.org/W3021916629","https://openalex.org/W3040440553","https://openalex.org/W3085745698","https://openalex.org/W3090090332","https://openalex.org/W3157938086","https://openalex.org/W3217018589","https://openalex.org/W4409376436"],"related_works":["https://openalex.org/W6941419941","https://openalex.org/W7064979501","https://openalex.org/W1666485303","https://openalex.org/W2084846039","https://openalex.org/W2606113670","https://openalex.org/W7055392566","https://openalex.org/W2565297696","https://openalex.org/W3131418381","https://openalex.org/W1978946149","https://openalex.org/W4286587632"],"abstract_inverted_index":{"Effective":[0],"consumer":[1,5],"centred":[2],"healthcare":[3,70,90,265],"incorporates":[4],"and":[6,53,103,114,121,262],"clinician":[7],"perspectives":[8],"into":[9,40],"decision":[10,41,266],"making,":[11],"in":[12,23,69,88,170,181,264],"addition":[13],"to":[14,35,56,76,111,142,164,206,211,225,237,250,253],"traditional":[15],"quantitative":[16],"measures.":[17],"This":[18,73,247],"information":[19],"is":[20,71,248],"usually":[21],"captured":[22],"qualitative":[24,38,227],"data":[25,228],"that":[26],"requires":[27],"manual":[28,59,118,155,172,186,216,226],"analysis.":[29,146,187,217],"Healthcare":[30],"systems":[31],"often":[32],"lack":[33],"resources":[34],"systematically":[36],"incorporate":[37],"feedback":[39],"making.":[42,267],"Semi-automated":[43,218],"content":[44,60,124,219],"analysis":[45,61,120,125,149,156,200,220],"tools,":[46],"such":[47],"as":[48],"Leximancer,":[49],"provide":[50,112],"an":[51,193,222],"efficient":[52,223],"objective":[54],"alternative":[55,224],"time":[57,140,205],"consuming":[58],"(MCA).":[62],"Literature":[63],"on":[64,81,129],"the":[65,93,96,139,143,154,167,171,182,185,208,215,257],"validity":[66],"of":[67,95,166,178],"Leximancer":[68,78,123,148,161,188,199],"sparse.":[72],"study":[74],"seeks":[75],"validate":[77],"against":[79],"MCA":[80],"a":[82,89,99,122,233,238],"broad":[83],"emotive":[84],"conversational":[85],"dataset":[86],"gathered":[87],"setting.":[91],"At":[92],"outset":[94],"COVID-19":[97],"pandemic,":[98],"large":[100],"Australian":[101],"hospital":[102],"health":[104],"service":[105],"conducted":[106,127],"interactive":[107],"webcasts":[108],"with":[109,138,244],"staff":[110],"updates":[113],"answer":[115],"questions.":[116],"A":[117],"thematic":[119],"were":[126,135],"independently":[128],"20":[130],"webcast":[131],"transcripts.":[132],"The":[133,147,160,198],"findings":[134],"compared,":[136],"along":[137],"required":[141,192],"complete":[144],"each":[145],"identified":[150,157,169],"nine":[151],"concepts,":[152],"while":[153],"12":[158],"concepts.":[159],"concepts":[162,168,190],"mapped":[163],"five":[165],"analysis,":[173,229],"which":[174,191],"accounted":[175],"for":[176,214],"74%":[177],"mentions":[179],"tagged":[180],"text":[183],"through":[184],"missed":[189],"emotional":[194],"or":[195],"contextual":[196],"interpretation.":[197],"took":[201],"21":[202],"hours":[203,213],"(excluding":[204],"learn":[207],"program),":[209],"compared":[210],"73":[212],"provides":[221],"shifting":[230],"it":[231],"from":[232,260],"small-scale":[234],"research":[235],"activity":[236],"more":[239],"routine":[240],"operational":[241],"activity,":[242],"albeit":[243],"some":[245],"limitations.":[246],"critical":[249],"be":[251],"able":[252],"utilise":[254],"at":[255],"scale":[256],"rich":[258],"narratives":[259],"consumers":[261],"clinicians":[263]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":10}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2022-08-31T00:00:00"}
