{"id":"https://openalex.org/W7162645287","doi":"https://doi.org/10.48550/arxiv.2605.27634","title":"Structuring Human-AI Productive Interdependence by Strategic Level of Automation Selection for Qualitative Inquiry","display_name":"Structuring Human-AI Productive Interdependence by Strategic Level of Automation Selection for Qualitative Inquiry","publication_year":2026,"publication_date":"2026-05-26","ids":{"openalex":"https://openalex.org/W7162645287","doi":"https://doi.org/10.48550/arxiv.2605.27634"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.27634","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.27634","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.27634","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137209506","display_name":"Feng Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Feng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030667207","display_name":"Jacqueline Meijer-Irons","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meijer-Irons, Jacqueline","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5070487917","display_name":"Ambar Murillo","orcid":"https://orcid.org/0009-0004-5911-7673"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murillo, Ambar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"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/T12880","display_name":"Qualitative Research Methods and Applications","score":0.3262999951839447,"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"}},"topics":[{"id":"https://openalex.org/T12880","display_name":"Qualitative Research Methods and Applications","score":0.3262999951839447,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.249099999666214,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.04190000146627426,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/interdependence","display_name":"Interdependence","score":0.7426999807357788},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.7056999802589417},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6068000197410583},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.5940999984741211},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.564300000667572},{"id":"https://openalex.org/keywords/dilemma","display_name":"Dilemma","score":0.5605000257492065},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5038999915122986}],"concepts":[{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.7426999807357788},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.7056999802589417},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6068000197410583},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.5940999984741211},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.564300000667572},{"id":"https://openalex.org/C2778496695","wikidata":"https://www.wikidata.org/wiki/Q254128","display_name":"Dilemma","level":2,"score":0.5605000257492065},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.504800021648407},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5038999915122986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47699999809265137},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46970000863075256},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4521999955177307},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.43849998712539673},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.42260000109672546},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.36970001459121704},{"id":"https://openalex.org/C3018587665","wikidata":"https://www.wikidata.org/wiki/Q7268696","display_name":"Qualitative analysis","level":3,"score":0.3228999972343445},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.30809998512268066},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26510000228881836},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C2780388633","wikidata":"https://www.wikidata.org/wiki/Q7834093","display_name":"Transformation processes","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2574000060558319},{"id":"https://openalex.org/C2778440437","wikidata":"https://www.wikidata.org/wiki/Q2336124","display_name":"Defamiliarization","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.27634","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.27634","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.27634","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.27634","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"While":[0],"Large":[1],"Language":[2],"Models":[3],"(LLMs)":[4],"offer":[5],"a":[6,61,100,108,137],"solution":[7],"to":[8,64,107,133],"the":[9,15,25,49,55,72,85,94,113,142,148],"scale-versus-depth":[10],"dilemma":[11],"in":[12,147],"qualitative":[13,29,86],"analysis,":[14],"paradigm":[16],"of":[17,28,51,57,74,78,84,96,151],"maximizing":[18],"automation":[19,40],"is":[20,37],"fundamentally":[21],"at":[22],"odds":[23],"with":[24],"interpretive":[26],"nature":[27],"inquiry.":[30],"We":[31,98,120],"argue":[32],"that":[33,127],"effective":[34],"Human-AI":[35],"collaboration":[36],"not":[38],"an":[39,43,75],"problem,":[41],"but":[42],"interdependence":[44],"problem.":[45],"This":[46],"paper":[47],"reframes":[48],"design":[50,125],"\"co-data\"":[52],"systems":[53],"through":[54],"lens":[56],"Interdependence":[58],"Theory,":[59],"proposing":[60],"formal":[62],"framework":[63,70,105],"structure":[65],"human-AI":[66],"productive":[67],"interdependence.":[68],"The":[69],"guides":[71],"selection":[73],"appropriate":[76],"Level":[77],"Automation":[79],"(LoA)":[80],"for":[81,117],"different":[82],"stages":[83],"analysis":[87],"process":[88,150],"by":[89,122],"assessing":[90],"task":[91],"risk":[92],"and":[93],"cost":[95],"validation.":[97],"present":[99],"case":[101],"study":[102],"where":[103],"this":[104,129],"led":[106],"deliberately":[109],"interdependent":[110],"workflow,":[111],"fostering":[112],"calibrated":[114],"trust":[115],"necessary":[116],"rigorous":[118],"analysis.":[119],"conclude":[121],"presenting":[123],"three":[124],"principles":[126],"instantiate":[128],"framework,":[130],"demonstrating":[131],"how":[132],"leverage":[134],"AI":[135],"as":[136],"powerful":[138],"partner":[139],"while":[140],"preserving":[141],"human":[143],"researcher's":[144],"irreplaceable":[145],"role":[146],"transformation":[149],"meaning-making.":[152]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-29T00:00:00"}