{"id":"https://openalex.org/W4399872996","doi":"https://doi.org/10.1145/3663433.3663456","title":"The Role of Generative AI in Qualitative Research: GPT-4's Contributions to a Grounded Theory Analysis","display_name":"The Role of Generative AI in Qualitative Research: GPT-4's Contributions to a Grounded Theory Analysis","publication_year":2024,"publication_date":"2024-06-20","ids":{"openalex":"https://openalex.org/W4399872996","doi":"https://doi.org/10.1145/3663433.3663456"},"language":"en","primary_location":{"id":"doi:10.1145/3663433.3663456","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3663433.3663456","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3663433.3663456","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Learning Design and Technology","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3663433.3663456","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032114457","display_name":"Ravi Sinha","orcid":"https://orcid.org/0000-0003-3494-1813"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ravi Sinha","raw_affiliation_strings":["Utah State University, USA"],"raw_orcid":"https://orcid.org/0000-0003-3494-1813","affiliations":[{"raw_affiliation_string":"Utah State University, USA","institution_ids":["https://openalex.org/I121980950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099074333","display_name":"Idris Solola","orcid":"https://orcid.org/0009-0009-5696-3504"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Idris Solola","raw_affiliation_strings":["Utah State University, USA"],"raw_orcid":"https://orcid.org/0009-0009-5696-3504","affiliations":[{"raw_affiliation_string":"Utah State University, USA","institution_ids":["https://openalex.org/I121980950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058252034","display_name":"Ha Nguyen","orcid":"https://orcid.org/0000-0001-7138-1427"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ha Nguyen","raw_affiliation_strings":["Utah State University, USA"],"raw_orcid":"https://orcid.org/0000-0001-7138-1427","affiliations":[{"raw_affiliation_string":"Utah State University, USA","institution_ids":["https://openalex.org/I121980950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103280832","display_name":"Hillary Swanson","orcid":"https://orcid.org/0000-0001-5953-6780"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hillary Swanson","raw_affiliation_strings":["Utah State University, USA"],"raw_orcid":"https://orcid.org/0000-0001-5953-6780","affiliations":[{"raw_affiliation_string":"Utah State University, USA","institution_ids":["https://openalex.org/I121980950"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020900423","display_name":"LuEttaMae Lawrence","orcid":"https://orcid.org/0000-0001-6066-5096"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"LuEttaMae Lawrence","raw_affiliation_strings":["Utah State University, USA"],"raw_orcid":"https://orcid.org/0000-0001-6066-5096","affiliations":[{"raw_affiliation_string":"Utah State University, USA","institution_ids":["https://openalex.org/I121980950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I121980950"],"apc_list":null,"apc_paid":null,"fwci":54.9205,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.99879952,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.9632999897003174,"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/T12880","display_name":"Qualitative Research Methods and Applications","score":0.9312999844551086,"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/grounded-theory","display_name":"Grounded theory","score":0.8768326044082642},{"id":"https://openalex.org/keywords/conceptualization","display_name":"Conceptualization","score":0.7716494798660278},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6308234930038452},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.5642811059951782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.561224639415741},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5510356426239014},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5356390476226807},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4623796343803406},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4522169828414917},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.33477887511253357},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.332388311624527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24556860327720642},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2426382303237915},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1930023431777954},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10644325613975525},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08538365364074707}],"concepts":[{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.8768326044082642},{"id":"https://openalex.org/C90734943","wikidata":"https://www.wikidata.org/wiki/Q17008777","display_name":"Conceptualization","level":2,"score":0.7716494798660278},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6308234930038452},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.5642811059951782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.561224639415741},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5510356426239014},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5356390476226807},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4623796343803406},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4522169828414917},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.33477887511253357},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.332388311624527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24556860327720642},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2426382303237915},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1930023431777954},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10644325613975525},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08538365364074707},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3663433.3663456","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3663433.3663456","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3663433.3663456","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Learning Design and Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.usu.edu:itls_facpub-1907","is_oa":true,"landing_page_url":"https://digitalcommons.usu.edu/itls_facpub/905","pdf_url":null,"source":{"id":"https://openalex.org/S4377196327","display_name":"Digital Commons - USU (Utah State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121980950","host_organization_name":"Utah State University","host_organization_lineage":["https://openalex.org/I121980950"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Instructional Technology and Learning Sciences Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3663433.3663456","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3663433.3663456","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3663433.3663456","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Learning Design and Technology","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.46000000834465027,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399872996.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W409344806","https://openalex.org/W593955443","https://openalex.org/W619696471","https://openalex.org/W2066867318","https://openalex.org/W2106713455","https://openalex.org/W2886409168","https://openalex.org/W2899042230","https://openalex.org/W2914927888","https://openalex.org/W2950504429","https://openalex.org/W3003156761","https://openalex.org/W3004793543","https://openalex.org/W3093223973","https://openalex.org/W3124026294","https://openalex.org/W3128980849","https://openalex.org/W3133702157","https://openalex.org/W4239613992","https://openalex.org/W4253880758","https://openalex.org/W4288076015","https://openalex.org/W4307217168","https://openalex.org/W4366548345","https://openalex.org/W4381548901","https://openalex.org/W4384200891","https://openalex.org/W4385277942","https://openalex.org/W4386136181","https://openalex.org/W4387606052","https://openalex.org/W4388103056","https://openalex.org/W4390908403","https://openalex.org/W6946066278"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4310865754","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4299831724"],"abstract_inverted_index":{"We":[0,44,83,127],"present":[1,128],"reflections":[2],"on":[3],"our":[4,20,96,107,150],"experience":[5],"using":[6],"a":[7,27,34,46,52,70],"generative":[8,159],"AI":[9,135],"model":[10],"in":[11,77,122,156,169],"qualitative":[12,154],"research,":[13],"to":[14,19,40,50,68,101,124,130,137],"illuminate":[15],"the":[16,56,61,78,87,102,138,162,170,175],"AI's":[17],"contributions":[18,100],"analytic":[21,24,103,110],"process.":[22],"Our":[23,64],"focus":[25],"was":[26],"segment":[28],"of":[29,55,74,80,98,116,152,172,177],"classroom":[30],"transcript,":[31],"which":[32],"captured":[33],"teacher":[35],"introducing":[36],"scientific":[37],"theory-building":[38,81],"practices":[39],"middle":[41],"school":[42],"students.":[43],"used":[45],"grounded":[47,178],"theory":[48],"approach":[49],"produce":[51],"fine-grained":[53],"characterization":[54],"teacher's":[57],"talk":[58],"moves":[59],"during":[60,86],"lesson":[62],"implementation.":[63],"eventual":[65],"goal":[66],"is":[67],"build":[69],"more":[71],"nuanced":[72],"conceptualization":[73],"responsive":[75],"teaching":[76],"context":[79],"activities.":[82],"involved":[84],"GPT-4":[85],"initial":[88],"exploratory":[89],"and":[90,109,145,174],"later":[91],"focused":[92],"coding":[93,139],"stages.":[94],"For":[95],"analysis":[97,171],"GPT-4\u2019s":[99,125],"process,":[104,140],"we":[105,119],"analyzed":[106],"notes":[108],"memos,":[111],"along":[112],"with":[113,158],"video":[114],"recordings":[115],"meetings":[117],"where":[118,134],"discussed":[120],"insights":[121],"response":[123],"input.":[126],"vignettes":[129],"illustrate":[131],"pivotal":[132],"moments":[133],"contributed":[136],"including":[141],"code":[142],"generation,":[143],"comparison,":[144],"refinement.":[146],"The":[147],"paper":[148],"presents":[149],"experiences":[151],"conducting":[153],"research":[155],"partnership":[157],"AI,":[160],"underscoring":[161],"role":[163],"that":[164],"emerging":[165],"technologies":[166],"can":[167],"play":[168],"data":[173],"development":[176],"theory.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
