{"id":"https://openalex.org/W7115556158","doi":"https://doi.org/10.14279/eceasst.v85.2709","title":"The Current State of CAQDAS is Insufficient for Open Science Qualitative Research","display_name":"The Current State of CAQDAS is Insufficient for Open Science Qualitative Research","publication_year":2025,"publication_date":"2025-05-18","ids":{"openalex":"https://openalex.org/W7115556158","doi":"https://doi.org/10.14279/eceasst.v85.2709"},"language":"en","primary_location":{"id":"doi:10.14279/eceasst.v85.2709","is_oa":true,"landing_page_url":"https://doi.org/10.14279/eceasst.v85.2709","pdf_url":null,"source":{"id":"https://openalex.org/S7407052985","display_name":"Technische Universit\u00e4t Berlin \u2013 Universit\u00e4tsbibliothek","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.14279/eceasst.v85.2709","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"K\u00fcster, Jan","orcid":"https://orcid.org/0009-0008-8088-9837"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"K\u00fcster, Jan","raw_affiliation_strings":["University of Bremen"],"raw_orcid":"https://orcid.org/0009-0008-8088-9837","affiliations":[{"raw_affiliation_string":"University of Bremen","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wolf, Karsten D.","orcid":null},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolf, Karsten D.","raw_affiliation_strings":["ZeMKI, University of Bremen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ZeMKI, University of Bremen","institution_ids":["https://openalex.org/I180437899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180437899"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72284924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14201","display_name":"Data Analysis and Archiving","score":0.5102999806404114,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T14201","display_name":"Data Analysis and Archiving","score":0.5102999806404114,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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":0.38269999623298645,"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/T11981","display_name":"Qualitative Research Methods and Ethics","score":0.011800000444054604,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/transparency","display_name":"Transparency (behavior)","score":0.6243000030517578},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.5246000289916992},{"id":"https://openalex.org/keywords/vendor","display_name":"Vendor","score":0.49000000953674316},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.4415999948978424},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.43290001153945923},{"id":"https://openalex.org/keywords/qualitative-property","display_name":"Qualitative property","score":0.4083999991416931},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.40560001134872437},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.3871000111103058},{"id":"https://openalex.org/keywords/open-science","display_name":"Open science","score":0.3781000077724457}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6243000030517578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5810999870300293},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.5246000289916992},{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.49000000953674316},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47049999237060547},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.44269999861717224},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.4415999948978424},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.44029998779296875},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.43290001153945923},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.4083999991416931},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.40560001134872437},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.3871000111103058},{"id":"https://openalex.org/C2778149293","wikidata":"https://www.wikidata.org/wiki/Q309823","display_name":"Open science","level":2,"score":0.3781000077724457},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.3416999876499176},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.32679998874664307},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3228999972343445},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.31940001249313354},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.31700000166893005},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.3122999966144562},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C71008984","wikidata":"https://www.wikidata.org/wiki/Q2890076","display_name":"Rigour","level":2,"score":0.27140000462532043},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2676999866962433},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.26589998602867126},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.25769999623298645},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C80958533","wikidata":"https://www.wikidata.org/wiki/Q1047174","display_name":"Audit trail","level":3,"score":0.2531999945640564},{"id":"https://openalex.org/C3018587665","wikidata":"https://www.wikidata.org/wiki/Q7268696","display_name":"Qualitative analysis","level":3,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14279/eceasst.v85.2709","is_oa":true,"landing_page_url":"https://doi.org/10.14279/eceasst.v85.2709","pdf_url":null,"source":{"id":"https://openalex.org/S7407052985","display_name":"Technische Universit\u00e4t Berlin \u2013 Universit\u00e4tsbibliothek","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.14279/eceasst.v85.2709","is_oa":true,"landing_page_url":"https://doi.org/10.14279/eceasst.v85.2709","pdf_url":null,"source":{"id":"https://openalex.org/S7407052985","display_name":"Technische Universit\u00e4t Berlin \u2013 Universit\u00e4tsbibliothek","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Qualitative":[0,13,22],"research,":[1],"which":[2,74,162],"relies":[3],"on":[4,213],"diverse":[5],"methods":[6,282],"and":[7,31,42,54,62,105,123,130,156,179,188,206,223,252,255,268,283],"complex":[8],"data,":[9,138],"is":[10,37,193,238,260],"increasingly":[11],"utilising":[12],"Data":[14,23],"Analysis":[15,24],"Software":[16],"(QDAS),":[17],"also":[18],"known":[19],"as":[20,199,249],"Computer-Aided":[21],"(CAQDAS).":[25],"While":[26],"enhancing":[27],"data":[28,56,60,257],"management,":[29],"coding":[30],"transparency,":[32],"the":[33,83,97,108,175,229,233],"current":[34,234],"CAQDAS":[35,72,237,271],"landscape":[36],"dominated":[38],"by":[39],"proprietary":[40,117],"software":[41],"presents":[43],"significant":[44],"challenges":[45],"for":[46,100,136,168,186,218,240],"open":[47,243],"science":[48,244],"principles.":[49],"High":[50],"costs,":[51,86],"vendor":[52],"lock-in":[53],"closed":[55],"formats":[57],"hinder":[58],"collaboration,":[59,92],"reuse":[61],"reproducibility.":[63],"This":[64],"study":[65],"conducted":[66],"a":[67,200,261],"systematic":[68],"review":[69,81],"of":[70,110,236],"28":[71],"tools,":[73],"were":[75],"identified":[76],"through":[77],"comprehensive":[78,158],"searches.":[79],"The":[80,112],"examined":[82],"tools'":[84],"licensing,":[85],"platform":[87],"availability,":[88],"format":[89,121],"support,":[90],"interoperability,":[91],"AI":[93,191],"integration,":[94],"adherence":[95],"to":[96,211,264,278],"FAIR":[98,219],"principles":[99],"research":[101,246,281],"software,":[102],"auditability,":[103],"security,":[104],"sustainability":[106],"from":[107,150],"perspective":[109],"stakeholders.":[111],"findings":[113],"reveal":[114],"that,":[115],"although":[116],"tools":[118,173,272],"offer":[119],"broad":[120],"support":[122,217],"some":[124],"collaboration":[125,178],"features,":[126],"they":[127],"are":[128,184],"expensive":[129],"often":[131,148,197],"lack":[132,174],"sufficient":[133],"on-premises":[134],"options":[135],"sensitive":[137],"locking":[139],"users":[140],"into":[141],"specific":[142],"workflows.":[143],"Open-source":[144],"alternatives":[145],"exist":[146],"but":[147,195],"suffer":[149],"limited":[151],"sustainable":[152],"funding,":[153],"smaller":[154],"communities":[155],"less":[157,165],"features":[159],"or":[160],"documentation,":[161],"makes":[163],"them":[164],"accessible,":[166,266],"particularly":[167],"non-technical":[169],"users.":[170],"Furthermore,":[171,216],"many":[172],"robust":[176],"real-time":[177],"detailed":[180],"audit":[181],"trails":[182],"that":[183],"necessary":[185],"transparency":[187],"intersubjective":[189],"validation.":[190],"integration":[192],"emerging,":[194],"it":[196],"operates":[198],"black":[201],"box,":[202],"limiting":[203],"user":[204],"control":[205],"raising":[207],"privacy":[208],"concerns":[209],"due":[210],"reliance":[212],"commercial":[214],"vendors.":[215],"principles,":[220],"security":[221],"policies":[222],"plug-in":[224],"architectures":[225],"remains":[226],"marginal":[227],"across":[228],"field.":[230],"In":[231],"conclusion,":[232],"state":[235],"inadequate":[239],"fully":[241],"supporting":[242],"qualitative":[245],"practices,":[247],"such":[248],"collaborative,":[250],"transparent":[251],"reproducible":[253],"analysis,":[254],"long-term":[256],"archiving.":[258],"There":[259],"critical":[262],"need":[263],"develop":[265],"extensible":[267],"collaborative":[269],"open-source":[270],"via":[273],"community-driven":[274],"approaches,":[275],"in":[276],"order":[277],"advance":[279],"both":[280],"teaching.":[284]},"counts_by_year":[],"updated_date":"2025-12-16T23:48:00.217561","created_date":"2025-12-16T00:00:00"}
