{"id":"https://openalex.org/W4407788243","doi":"https://doi.org/10.3390/fi17030096","title":"An Institutional Theory Framework for Leveraging Large Language Models for Policy Analysis and Intervention Design","display_name":"An Institutional Theory Framework for Leveraging Large Language Models for Policy Analysis and Intervention Design","publication_year":2025,"publication_date":"2025-02-20","ids":{"openalex":"https://openalex.org/W4407788243","doi":"https://doi.org/10.3390/fi17030096"},"language":"en","primary_location":{"id":"doi:10.3390/fi17030096","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi17030096","pdf_url":null,"source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/fi17030096","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002158202","display_name":"J. de Curt\u00f2","orcid":"https://orcid.org/0000-0002-8334-4719"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I96580804","display_name":"Universidad Pontificia Comillas","ror":"https://ror.org/017mdc710","country_code":"ES","type":"education","lineage":["https://openalex.org/I96580804"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. de Curt\u00f2","raw_affiliation_strings":["Department of Computer Applications in Science & Engineering, BARCELONA Supercomputing Center, 08034 Barcelona, Spain","Escuela T\u00e9cnica Superior de Ingenier\u00eda (ICAI), Universidad Pontificia Comillas, 28015 Madrid, Spain","Estudis d\u2019Inform\u00e0tica, Multim\u00e8dia i Telecomunicaci\u00f3, Universitat Oberta de Catalunya, 08018 Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8334-4719","affiliations":[{"raw_affiliation_string":"Department of Computer Applications in Science & Engineering, BARCELONA Supercomputing Center, 08034 Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Escuela T\u00e9cnica Superior de Ingenier\u00eda (ICAI), Universidad Pontificia Comillas, 28015 Madrid, Spain","institution_ids":["https://openalex.org/I96580804"]},{"raw_affiliation_string":"Estudis d\u2019Inform\u00e0tica, Multim\u00e8dia i Telecomunicaci\u00f3, Universitat Oberta de Catalunya, 08018 Barcelona, Spain","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066504412","display_name":"I. de Zarz\u00e0","orcid":"https://orcid.org/0000-0002-5844-7871"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]},{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"I. de Zarz\u00e0","raw_affiliation_strings":["Departamento de Inform\u00e1tica e Ingenier\u00eda de Sistemas, Universidad de Zaragoza, 50009 Zaragoza, Spain","Estudis d\u2019Inform\u00e0tica, Multim\u00e8dia i Telecomunicaci\u00f3, Universitat Oberta de Catalunya, 08018 Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-5844-7871","affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica e Ingenier\u00eda de Sistemas, Universidad de Zaragoza, 50009 Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"Estudis d\u2019Inform\u00e0tica, Multim\u00e8dia i Telecomunicaci\u00f3, Universitat Oberta de Catalunya, 08018 Barcelona, Spain","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116348022","display_name":"Leandro Sebasti\u00e1n Fervier","orcid":"https://orcid.org/0000-0002-6984-8291"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Leandro Sebasti\u00e1n Fervier","raw_affiliation_strings":["Departamento de Psicolog\u00eda y Sociolog\u00eda, Universidad de Zaragoza, 50009 Zaragoza, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6984-8291","affiliations":[{"raw_affiliation_string":"Departamento de Psicolog\u00eda y Sociolog\u00eda, Universidad de Zaragoza, 50009 Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032123543","display_name":"Mar\u00eda Victoria Sanagust\u00edn Fons","orcid":"https://orcid.org/0000-0002-3957-2466"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Victoria Sanagust\u00edn-Fons","raw_affiliation_strings":["Departamento de Psicolog\u00eda y Sociolog\u00eda, Universidad de Zaragoza, 50009 Zaragoza, Spain"],"raw_orcid":"https://orcid.org/0000-0002-3957-2466","affiliations":[{"raw_affiliation_string":"Departamento de Psicolog\u00eda y Sociolog\u00eda, Universidad de Zaragoza, 50009 Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066242048","display_name":"Carlos T. Calafate","orcid":"https://orcid.org/0000-0001-5729-3041"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos T. Calafate","raw_affiliation_strings":["Departamento de Inform\u00e1tica de Sistemas y Computadores, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Val\u00e8ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5729-3041","affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica de Sistemas y Computadores, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Val\u00e8ncia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002158202"],"corresponding_institution_ids":["https://openalex.org/I138847295","https://openalex.org/I2799803557","https://openalex.org/I96580804"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":11.2429,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.98493823,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"17","issue":"3","first_page":"96","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.8300999999046326,"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/T10845","display_name":"Advanced Causal Inference Techniques","score":0.8300999999046326,"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/T12722","display_name":"Innovation Policy and R&D","score":0.8125,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12010","display_name":"Evaluation and Performance Assessment","score":0.8021000027656555,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8926308155059814},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.46329864859580994}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8926308155059814},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.46329864859580994},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi17030096","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi17030096","pdf_url":null,"source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:17:y:2025:i:3:p:96-:d:1595506","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/17/3/96/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:c212f9e41f3c4bf3903ccdea311edb76","is_oa":true,"landing_page_url":"https://doaj.org/article/c212f9e41f3c4bf3903ccdea311edb76","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,"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":"Future Internet, Vol 17, Iss 3, p 96 (2025)","raw_type":"article"},{"id":"pmh:oai:zaguan.unizar.es:151195","is_oa":true,"landing_page_url":"http://zaguan.unizar.es/record/151195","pdf_url":null,"source":{"id":"https://openalex.org/S4306401812","display_name":"Zaguan (University of Zaragoza Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I255234318","host_organization_name":"Universidad de Zaragoza","host_organization_lineage":["https://openalex.org/I255234318"],"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":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.3390/fi17030096","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi17030096","pdf_url":null,"source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323868","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1945669220","https://openalex.org/W1974011445","https://openalex.org/W2042436776","https://openalex.org/W2089402107","https://openalex.org/W2090031093","https://openalex.org/W2092956197","https://openalex.org/W2122803194","https://openalex.org/W2124164564","https://openalex.org/W2134477971","https://openalex.org/W2168646264","https://openalex.org/W2169667133","https://openalex.org/W2903162933","https://openalex.org/W2982648694","https://openalex.org/W2985331920","https://openalex.org/W3027604144","https://openalex.org/W4205133186","https://openalex.org/W4220823659","https://openalex.org/W4233654598","https://openalex.org/W4281646039","https://openalex.org/W4281733250","https://openalex.org/W4361216116","https://openalex.org/W4381106920","https://openalex.org/W4381252132","https://openalex.org/W4381429423","https://openalex.org/W4385979136","https://openalex.org/W4390231192","https://openalex.org/W4392198048","https://openalex.org/W6778883912"],"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":{"This":[0,160],"study":[1],"proposes":[2],"a":[3],"comprehensive":[4],"framework":[5,119],"for":[6],"integrating":[7],"data-driven":[8,37,167],"approaches":[9,38,168],"into":[10],"policy":[11,28,56],"analysis":[12],"and":[13,33,58,88,103,114,126,133,151,177],"intervention":[14,34],"strategies.":[15],"The":[16,118],"methodology":[17],"is":[18,67],"structured":[19],"around":[20],"five":[21],"critical":[22],"components:":[23],"data":[24,47],"collection,":[25],"historical":[26],"analysis,":[27],"impact":[29],"assessment,":[30],"predictive":[31],"modeling,":[32],"design.":[35],"Leveraging":[36],"capabilities,":[39,150],"the":[40,59,69,107,139,163],"line":[41],"of":[42,55,61,72,141,146,166],"work":[43],"enables":[44],"advanced":[45,49],"multilingual":[46],"processing,":[48],"statistics":[50],"in":[51,106,110,115,174],"population":[52],"trends,":[53],"evaluation":[54],"outcomes,":[57],"development":[60],"evidence-based":[62],"interventions.":[63],"A":[64,92],"key":[65],"focus":[66],"on":[68],"theoretical":[70],"integration":[71,145],"social":[73],"order":[74],"mechanisms,":[75],"including":[76],"communication":[77],"modes":[78],"as":[79,84],"institutional":[80,89,152],"structures,":[81],"token":[82],"optimization":[83],"an":[85],"efficiency":[86],"mechanism,":[87],"memory":[90],"adaptation.":[91],"mixed":[93],"methods":[94],"approach":[95],"was":[96],"used":[97],"that":[98],"included":[99],"sophisticated":[100],"visualization":[101],"techniques":[102],"use":[104],"cases":[105],"hospitality":[108],"sector,":[109],"global":[111],"food":[112],"security,":[113],"educational":[116],"development.":[117],"demonstrates":[120],"its":[121],"capacity":[122],"to":[123],"inform":[124],"government":[125],"industry":[127],"policies":[128],"by":[129],"leveraging":[130],"statistics,":[131],"visualization,":[132],"AI-driven":[134],"decision":[135],"support.":[136],"We":[137],"introduce":[138],"concept":[140],"\u201cinstitutional":[142],"intelligence\u201d\u2014the":[143],"synergistic":[144],"human":[147],"expertise,":[148],"AI":[149],"theory\u2014to":[153],"create":[154],"adaptive":[155],"yet":[156],"stable":[157],"policy-making":[158,179],"systems.":[159],"research":[161],"highlights":[162],"transformative":[164],"potential":[165],"combined":[169],"with":[170],"large":[171],"language":[172],"models":[173],"supporting":[175],"sustainable":[176],"inclusive":[178],"processes.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
