{"id":"https://openalex.org/W4412585292","doi":"https://doi.org/10.1007/978-3-031-99264-3_4","title":"From Code to Insight: How LLMs Help and Hinder Qualitative Research","display_name":"From Code to Insight: How LLMs Help and Hinder Qualitative Research","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412585292","doi":"https://doi.org/10.1007/978-3-031-99264-3_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-99264-3_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-99264-3_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073840068","display_name":"Chaewon Kim","orcid":"https://orcid.org/0000-0001-9073-6756"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chaewon Kim","raw_affiliation_strings":["Florida State University, Tallahassee, FL, 32311, USA"],"raw_orcid":"https://orcid.org/0000-0001-9073-6756","affiliations":[{"raw_affiliation_string":"Florida State University, Tallahassee, FL, 32311, USA","institution_ids":["https://openalex.org/I103163165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034097062","display_name":"Fengfeng Ke","orcid":"https://orcid.org/0000-0003-4203-1203"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fengfeng Ke","raw_affiliation_strings":["University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":"https://orcid.org/0000-0003-4203-1203","affiliations":[{"raw_affiliation_string":"University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042933080","display_name":"Alex Barrett","orcid":"https://orcid.org/0000-0003-1229-9743"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alex Barrett","raw_affiliation_strings":["Florida State University, Tallahassee, FL, 32311, USA"],"raw_orcid":"https://orcid.org/0000-0003-1229-9743","affiliations":[{"raw_affiliation_string":"Florida State University, Tallahassee, FL, 32311, USA","institution_ids":["https://openalex.org/I103163165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007352119","display_name":"Nuodi Zhang","orcid":"https://orcid.org/0000-0003-0761-2176"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nuodi Zhang","raw_affiliation_strings":["Florida State University, Tallahassee, FL, 32311, USA"],"raw_orcid":"https://orcid.org/0000-0003-0761-2176","affiliations":[{"raw_affiliation_string":"Florida State University, Tallahassee, FL, 32311, USA","institution_ids":["https://openalex.org/I103163165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007352119","https://openalex.org/A5034097062","https://openalex.org/A5042933080","https://openalex.org/A5073840068"],"corresponding_institution_ids":["https://openalex.org/I103163165","https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":35.0876,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.99126214,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"28","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12755","display_name":"Legal Education and Practice Innovations","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"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/T12755","display_name":"Legal Education and Practice Innovations","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"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/T13643","display_name":"Artificial Intelligence in Law","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/T14012","display_name":"Comparative and International Law Studies","score":0.9401999711990356,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"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/code","display_name":"Code (set theory)","score":0.6013553738594055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48351433873176575},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.46397337317466736},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36193588376045227},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.18071326613426208},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.15192332863807678},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13912805914878845}],"concepts":[{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6013553738594055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48351433873176575},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.46397337317466736},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36193588376045227},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.18071326613426208},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.15192332863807678},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13912805914878845},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-99264-3_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-99264-3_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2067290452","https://openalex.org/W2084085196","https://openalex.org/W2092473556","https://openalex.org/W2202512345","https://openalex.org/W2888116391","https://openalex.org/W2897153004","https://openalex.org/W2950504429","https://openalex.org/W2971035958","https://openalex.org/W3116949471","https://openalex.org/W4403970100","https://openalex.org/W6600466347"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
