{"id":"https://openalex.org/W7125774566","doi":"https://doi.org/10.48550/arxiv.2601.17018","title":"Evaluating the Evolution of Critical Thinking, Creativity, Communication and Collaboration in Higher Education Courses","display_name":"Evaluating the Evolution of Critical Thinking, Creativity, Communication and Collaboration in Higher Education Courses","publication_year":2026,"publication_date":"2026-01-15","ids":{"openalex":"https://openalex.org/W7125774566","doi":"https://doi.org/10.48550/arxiv.2601.17018"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2601.17018","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.17018","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2601.17018","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5124025797","display_name":"Margarida Romero","orcid":null},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Romero, Margarida","raw_affiliation_strings":["IIIA / CSIC, UniCA"],"affiliations":[{"raw_affiliation_string":"IIIA / CSIC, UniCA","institution_ids":["https://openalex.org/I134820265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5124025797"],"corresponding_institution_ids":["https://openalex.org/I134820265"],"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/T12802","display_name":"Competency Development and Evaluation","score":0.14910000562667847,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12802","display_name":"Competency Development and Evaluation","score":0.14910000562667847,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11715","display_name":"Education and Critical Thinking Development","score":0.14669999480247498,"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/T11079","display_name":"Creativity in Education and Neuroscience","score":0.08089999854564667,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.7444000244140625},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.7444000244140625},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.554099977016449},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.520799994468689},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.520799994468689},{"id":"https://openalex.org/keywords/critical-thinking","display_name":"Critical thinking","score":0.5052000284194946},{"id":"https://openalex.org/keywords/critical-thinking","display_name":"Critical thinking","score":0.5052000284194946},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.46720001101493835},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.46720001101493835},{"id":"https://openalex.org/keywords/instructional-design","display_name":"Instructional design","score":0.4025000035762787}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.7444000244140625},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.7444000244140625},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.554099977016449},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5493000149726868},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5493000149726868},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.520799994468689},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.520799994468689},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.5052000284194946},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.5052000284194946},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.46720001101493835},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.46720001101493835},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4498000144958496},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4498000144958496},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.4242999851703644},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.4242999851703644},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.4025000035762787},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.4025000035762787},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.40059998631477356},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.40059998631477356},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37229999899864197},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37229999899864197},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29100000858306885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29100000858306885},{"id":"https://openalex.org/C92393732","wikidata":"https://www.wikidata.org/wiki/Q1790374","display_name":"Learning theory","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C92393732","wikidata":"https://www.wikidata.org/wiki/Q1790374","display_name":"Learning theory","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C2988206411","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creative thinking","level":3,"score":0.2572000026702881},{"id":"https://openalex.org/C2988206411","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creative thinking","level":3,"score":0.2572000026702881},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.25270000100135803},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2601.17018","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.17018","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2601.17018","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.17018","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.7112098932266235,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,63,167],"development":[1],"of":[2,15,40,65,80],"Creativity,":[3],"Communication,":[4],"Critical":[5],"Thinking,":[6],"and":[7,30,71,91,98,116,158,176,184],"Collaboration":[8],"(the":[9],"4Cs)":[10],"is":[11,150],"a":[12],"central":[13],"objective":[14],"contemporary":[16],"competency-based":[17],"education.":[18],"However,":[19],"empirical":[20,170],"evidence":[21],"on":[22],"how":[23],"these":[24,144],"competencies":[25],"evolve":[26],"across":[27,49],"learning":[28,159],"modules":[29],"instructional":[31,154],"phases":[32,48],"remains":[33],"limited.":[34],"This":[35],"study":[36,168],"evaluates":[37],"the":[38,41,54,74,95,129,141,173,178],"evolution":[39,149],"4Cs":[42,56,75,174],"from":[43],"pre-pilot":[44,106],"to":[45,77,172],"pilot":[46,67,111],"implementation":[47],"three":[50,66],"educational":[51,189],"contexts,":[52],"using":[53],"project's":[55],"theoretical":[57,142],"framework":[58,175],"as":[59,128],"an":[60],"analytical":[61],"lens.":[62],"analysis":[64],"cases":[68],"(IASIS,":[69],"EASD,":[70],"UPATRAS)":[72],"compares":[73],"scores":[76],"identify":[78],"patterns":[79],"growth,":[81],"stagnation,":[82],"or":[83,135],"decline":[84],"over":[85],"time.":[86],"Results":[87],"indicate":[88],"that":[89,109,147],"communication":[90],"critical":[92],"thinking":[93],"showed":[94],"most":[96,130],"consistent":[97],"substantial":[99],"improvements,":[100],"particularly":[101],"in":[102],"pilots":[103],"with":[104],"lower":[105],"baselines,":[107],"suggesting":[108],"structured":[110],"interventions":[112],"effectively":[113],"support":[114],"cognitive":[115],"expressive":[117],"competencies.":[118],"In":[119],"contrast,":[120],"creativity":[121],"exhibited":[122],"context-dependent":[123],"outcomes,":[124],"while":[125],"collaboration":[126],"emerged":[127],"fragile":[131],"competency,":[132],"often":[133],"stagnating":[134],"declining":[136],"during":[137],"scale-up.":[138],"Interpreted":[139],"through":[140],"framework,":[143],"findings":[145],"suggest":[146],"competency":[148],"strongly":[151],"shaped":[152],"by":[153],"design,":[155],"assessment":[156],"alignment,":[157],"activity":[160],"structures":[161],"rather":[162],"than":[163],"learner":[164],"ability":[165],"alone.":[166],"contributes":[169],"validation":[171],"highlights":[177],"need":[179],"for":[180],"differentiated,":[181],"competency-sensitive":[182],"design":[183],"evaluation":[185],"strategies":[186],"when":[187],"scaling":[188],"modules.":[190]},"counts_by_year":[],"updated_date":"2026-01-28T23:18:48.515280","created_date":"2026-01-28T00:00:00"}
