{"id":"https://openalex.org/W7130375673","doi":"https://doi.org/10.3390/computers15020129","title":"Data Literacy Through Digital Inquiry: A Visual Framework for Teaching Trade Policy (Ecuador, 1979\u20132024)","display_name":"Data Literacy Through Digital Inquiry: A Visual Framework for Teaching Trade Policy (Ecuador, 1979\u20132024)","publication_year":2026,"publication_date":"2026-02-18","ids":{"openalex":"https://openalex.org/W7130375673","doi":"https://doi.org/10.3390/computers15020129"},"language":"en","primary_location":{"id":"doi:10.3390/computers15020129","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers15020129","pdf_url":"https://www.mdpi.com/2073-431X/15/2/129/pdf?version=1771397039","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"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":"Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-431X/15/2/129/pdf?version=1771397039","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079189883","display_name":"Carlos Iv\u00e1n Rivera Naranjo","orcid":"https://orcid.org/0000-0003-4194-1387"},"institutions":[{"id":"https://openalex.org/I4210090927","display_name":"Universidad Estatal de Milagro","ror":"https://ror.org/00gd7ns03","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210090927"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Carlos Rivera-Naranjo","raw_affiliation_strings":["Facultad de Ciencias Sociales, Educaci\u00f3n Comercial y Derecho, Universidad Estatal de Milagro, Milagro 091702, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias Sociales, Educaci\u00f3n Comercial y Derecho, Universidad Estatal de Milagro, Milagro 091702, Ecuador","institution_ids":["https://openalex.org/I4210090927"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126332184","display_name":"Nicol\u00e1s M\u00e1rquez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122369","display_name":"Universidad Santo Tom\u00e1s","ror":"https://ror.org/02vbtzd72","country_code":"CL","type":"education","lineage":["https://openalex.org/I4210122369"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Nicol\u00e1s M\u00e1rquez","raw_affiliation_strings":["Escuela de Ingenier\u00eda Comercial, Universidad Santo Tom\u00e1s, Talca 3460000, Chile"],"raw_orcid":"https://orcid.org/0000-0003-2371-8253","affiliations":[{"raw_affiliation_string":"Escuela de Ingenier\u00eda Comercial, Universidad Santo Tom\u00e1s, Talca 3460000, Chile","institution_ids":["https://openalex.org/I4210122369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076413061","display_name":"Cristian Vidal-Silva","orcid":"https://orcid.org/0000-0002-1600-3447"},"institutions":[{"id":"https://openalex.org/I134695357","display_name":"University of Talca","ror":"https://ror.org/01s4gpq44","country_code":"CL","type":"education","lineage":["https://openalex.org/I134695357"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Cristian Vidal-Silva","raw_affiliation_strings":["Departamento de Visualizaci\u00f3n Interactiva y Realidad Virtual, Universidad de Talca, Talca 3460000, Chile"],"raw_orcid":"https://orcid.org/0000-0002-1600-3447","affiliations":[{"raw_affiliation_string":"Departamento de Visualizaci\u00f3n Interactiva y Realidad Virtual, Universidad de Talca, Talca 3460000, Chile","institution_ids":["https://openalex.org/I134695357"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076413061","https://openalex.org/A5126332184"],"corresponding_institution_ids":["https://openalex.org/I134695357","https://openalex.org/I4210122369"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29267905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"2","first_page":"129","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12978","display_name":"Innovative Teaching Methodologies in Social Sciences","score":0.6983000040054321,"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/T12978","display_name":"Innovative Teaching Methodologies in Social Sciences","score":0.6983000040054321,"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/T12354","display_name":"Innovations in Educational Methods","score":0.07259999960660934,"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":0.05900000035762787,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-literacy","display_name":"Digital literacy","score":0.6258000135421753},{"id":"https://openalex.org/keywords/policy-analysis","display_name":"Policy analysis","score":0.5059999823570251},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.4794999957084656},{"id":"https://openalex.org/keywords/public-policy","display_name":"Public policy","score":0.47859999537467957},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.3813000023365021},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.37400001287460327},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.36559998989105225}],"concepts":[{"id":"https://openalex.org/C2777646416","wikidata":"https://www.wikidata.org/wiki/Q242069","display_name":"Digital literacy","level":2,"score":0.6258000135421753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5185999870300293},{"id":"https://openalex.org/C123587114","wikidata":"https://www.wikidata.org/wiki/Q2101508","display_name":"Policy analysis","level":2,"score":0.5059999823570251},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.4794999957084656},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.47859999537467957},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.3813000023365021},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.37400001287460327},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.36559998989105225},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33410000801086426},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.32829999923706055},{"id":"https://openalex.org/C2780468074","wikidata":"https://www.wikidata.org/wiki/Q16628824","display_name":"Digital learning","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3165000081062317},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.3127000033855438},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.3118000030517578},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2773999869823456},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C20574239","wikidata":"https://www.wikidata.org/wiki/Q7834033","display_name":"Transferable skills analysis","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2635999917984009},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.26030001044273376},{"id":"https://openalex.org/C119693030","wikidata":"https://www.wikidata.org/wiki/Q2180497","display_name":"Economic model","level":2,"score":0.25290000438690186},{"id":"https://openalex.org/C67141207","wikidata":"https://www.wikidata.org/wiki/Q452348","display_name":"Education policy","level":3,"score":0.25040000677108765}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/computers15020129","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers15020129","pdf_url":"https://www.mdpi.com/2073-431X/15/2/129/pdf?version=1771397039","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"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":"Computers","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5deed140f47f40668f5c890d006c6e7c","is_oa":false,"landing_page_url":"https://doaj.org/article/5deed140f47f40668f5c890d006c6e7c","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers, Vol 15, Iss 2, p 129 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computers15020129","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers15020129","pdf_url":"https://www.mdpi.com/2073-431X/15/2/129/pdf?version=1771397039","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"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":"Computers","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.837462842464447}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7130375673.pdf","grobid_xml":"https://content.openalex.org/works/W7130375673.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1976637107","https://openalex.org/W2058758399","https://openalex.org/W2123184471","https://openalex.org/W3047438432","https://openalex.org/W3124744803","https://openalex.org/W4226457166","https://openalex.org/W4294663947","https://openalex.org/W4313638030","https://openalex.org/W4313894446","https://openalex.org/W4316813652","https://openalex.org/W4379798763","https://openalex.org/W4390774833","https://openalex.org/W4391349554","https://openalex.org/W4391773696","https://openalex.org/W4392356798","https://openalex.org/W4400981540","https://openalex.org/W4402401751","https://openalex.org/W4403003141","https://openalex.org/W4403173775","https://openalex.org/W4403638014","https://openalex.org/W4403742901","https://openalex.org/W4404224881","https://openalex.org/W4404374618","https://openalex.org/W4408811513","https://openalex.org/W4408943584","https://openalex.org/W4409253267","https://openalex.org/W4410403338","https://openalex.org/W4411496312","https://openalex.org/W4411558436","https://openalex.org/W4413714072","https://openalex.org/W4414042342"],"related_works":[],"abstract_inverted_index":{"International":[0],"trade":[1,35],"policy":[2,36,68,107],"constitutes":[3],"a":[4,24,140],"challenging":[5],"subject":[6],"for":[7,144],"undergraduate":[8],"students,":[9],"as":[10,139],"it":[11],"requires":[12],"the":[13,31,43,93,118],"integration":[14],"of":[15,33,45,123],"historical,":[16],"institutional,":[17],"and":[18,40,51,72,84,104,151],"quantitative":[19],"perspectives.":[20],"This":[21],"study":[22,119],"presents":[23],"digital":[25,62,126,152],"learning":[26,153],"framework":[27,56,136],"designed":[28],"to":[29,66,99,105,109],"support":[30],"teaching":[32],"Ecuador\u2019s":[34],"trajectory":[37],"between":[38],"1979":[39],"2024":[41],"through":[42],"use":[44],"open":[46],"macroeconomic":[47],"datasets,":[48],"interactive":[49],"visualizations,":[50],"guided":[52],"data-analysis":[53],"tasks.":[54],"The":[55,135],"combines":[57],"historical":[58],"interpretation":[59],"with":[60,82],"structured":[61],"inquiry,":[63],"allowing":[64],"students":[65,87],"explore":[67],"cycles,":[69],"export":[70],"composition,":[71],"institutional":[73],"shifts":[74],"using":[75],"empirical":[76],"evidence.":[77],"A":[78],"small-scale":[79],"classroom":[80],"implementation":[81],"economics":[83],"social":[85],"science":[86],"(n":[88],"=":[89],"48)":[90],"indicates":[91],"that":[92],"proposed":[94],"approach":[95],"supports":[96],"students\u2019":[97],"ability":[98],"recognize":[100],"long-term":[101],"economic":[102,147],"trends":[103],"relate":[106],"decisions":[108],"broader":[110],"development":[111],"patterns.":[112],"Rather":[113],"than":[114],"offering":[115],"causal":[116],"claims,":[117],"provides":[120],"exploratory":[121],"evidence":[122],"how":[124],"data-driven":[125],"environments":[127],"can":[128],"enhance":[129],"analytical":[130],"engagement":[131],"in":[132],"policy-oriented":[133],"courses.":[134],"is":[137],"intended":[138],"transferable":[141],"pedagogical":[142],"model":[143],"contexts":[145],"where":[146],"history,":[148],"public":[149],"policy,":[150],"intersect.":[154]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2026-02-19T00:00:00"}
