{"id":"https://openalex.org/W4404480452","doi":"https://doi.org/10.31764/orbita.v10i2.24124","title":"Meta-analysis: the influence of learning styles on critical thinking of science learning","display_name":"Meta-analysis: the influence of learning styles on critical thinking of science learning","publication_year":2024,"publication_date":"2024-11-03","ids":{"openalex":"https://openalex.org/W4404480452","doi":"https://doi.org/10.31764/orbita.v10i2.24124"},"language":"en","primary_location":{"id":"doi:10.31764/orbita.v10i2.24124","doi":"https://doi.org/10.31764/orbita.v10i2.24124","is_oa":true,"landing_page_url":"https://doi.org/10.31764/orbita.v10i2.24124","pdf_url":null,"source":{"id":"https://openalex.org/S4210221458","display_name":"ORBITA Jurnal Pendidikan dan Ilmu Fisika","issn_l":"2460-9587","issn":["2460-9587","2614-7017"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404661807","host_organization_name":"Muhammadiyah University of Mataram","host_organization_lineage":["https://openalex.org/P4404661807"],"host_organization_lineage_names":["Muhammadiyah University of Mataram"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ORBITA: Jurnal Pendidikan dan Ilmu Fisika","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.31764/orbita.v10i2.24124","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114691618","display_name":"Nor Hayat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210157299","display_name":"Universitas Islam Negeri Palangka Raya","ror":"https://ror.org/04gp0de23","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210157299"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nor Hayat","raw_affiliation_strings":["Tadris Fisika FTIK IAIN Palangka Raya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tadris Fisika FTIK IAIN Palangka Raya","institution_ids":["https://openalex.org/I4210157299"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053858855","display_name":"Hadma Yuliani","orcid":"https://orcid.org/0000-0002-7087-7081","observed_orcids":["https://orcid.org/0000-0002-7087-7081"]},"institutions":[{"id":"https://openalex.org/I4210157299","display_name":"Universitas Islam Negeri Palangka Raya","ror":"https://ror.org/04gp0de23","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210157299"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hadma Yuliani","raw_affiliation_strings":["IAIN PALANGKA RAYA"],"raw_orcid":"https://orcid.org/0000-0002-7087-7081","affiliations":[{"raw_affiliation_string":"IAIN PALANGKA RAYA","institution_ids":["https://openalex.org/I4210157299"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051954478","display_name":"Luvia Ranggi Nastiti","orcid":"https://orcid.org/0000-0001-7493-1068","observed_orcids":["https://orcid.org/0000-0001-7493-1068"]},"institutions":[{"id":"https://openalex.org/I4210157299","display_name":"Universitas Islam Negeri Palangka Raya","ror":"https://ror.org/04gp0de23","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210157299"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Luvia Ranggi Nastiti","raw_affiliation_strings":["IAIN PALANGKA RAYA"],"raw_orcid":"https://orcid.org/0000-0001-7493-1068","affiliations":[{"raw_affiliation_string":"IAIN PALANGKA RAYA","institution_ids":["https://openalex.org/I4210157299"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210157299"],"apc_list":{"value":300000,"currency":"IDR","value_usd":19},"apc_paid":{"value":300000,"currency":"IDR","value_usd":19},"fwci":0.7905,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79111753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"10","issue":"2","first_page":"144","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.7645999789237976,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.7645999789237976,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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":0.2011999934911728,"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/T12931","display_name":"Educational Methods and Outcomes","score":0.01899999938905239,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-styles","display_name":"learning styles","score":0.996999979019165},{"id":"https://openalex.org/keywords/critical-thinking","display_name":"critical thinking","score":0.9990000128746033},{"id":"https://openalex.org/keywords/science-learning","display_name":"science learning","score":0.9409999847412109},{"id":"https://openalex.org/keywords/science-education","display_name":"science education","score":0.859000027179718},{"id":"https://openalex.org/keywords/learning-outcomes","display_name":"learning outcomes","score":0.7580000162124634}],"concepts":[{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.559087872505188},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4939747452735901},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.47917142510414124},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.46751242876052856},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4423360824584961},{"id":"https://openalex.org/C2984419406","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science learning","level":3,"score":0.4338221848011017},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.37868523597717285},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.2244989275932312}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.31764/orbita.v10i2.24124","doi":"https://doi.org/10.31764/orbita.v10i2.24124","is_oa":true,"landing_page_url":"https://doi.org/10.31764/orbita.v10i2.24124","pdf_url":null,"source":{"id":"https://openalex.org/S4210221458","display_name":"ORBITA Jurnal Pendidikan dan Ilmu Fisika","issn_l":"2460-9587","issn":["2460-9587","2614-7017"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404661807","host_organization_name":"Muhammadiyah University of Mataram","host_organization_lineage":["https://openalex.org/P4404661807"],"host_organization_lineage_names":["Muhammadiyah University of Mataram"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ORBITA: Jurnal Pendidikan dan Ilmu Fisika","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fbf60a4ecee94974b8a505c4a19b568d","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/fbf60a4ecee94974b8a505c4a19b568d","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,"listed_in":[],"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":"ORBITA: Jurnal Kajian, Inovasi, dan Aplikasi Pendidikan Fisika, Vol 10, Iss 2, Pp 144-154 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.31764/orbita.v10i2.24124","doi":"https://doi.org/10.31764/orbita.v10i2.24124","is_oa":true,"landing_page_url":"https://doi.org/10.31764/orbita.v10i2.24124","pdf_url":null,"source":{"id":"https://openalex.org/S4210221458","display_name":"ORBITA Jurnal Pendidikan dan Ilmu Fisika","issn_l":"2460-9587","issn":["2460-9587","2614-7017"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404661807","host_organization_name":"Muhammadiyah University of Mataram","host_organization_lineage":["https://openalex.org/P4404661807"],"host_organization_lineage_names":["Muhammadiyah University of Mataram"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ORBITA: Jurnal Pendidikan dan Ilmu Fisika","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.975600004196167}],"sustainable_development_goals_aurora":[],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"},{"display_name":"Meta-Analysis","id":"https://openalex.org/study-designs/meta-analysis"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2353526859","https://openalex.org/W2955749365","https://openalex.org/W2022659540","https://openalex.org/W1527466463","https://openalex.org/W2554999169","https://openalex.org/W3037806877","https://openalex.org/W2393649970","https://openalex.org/W4401642594","https://openalex.org/W4387058701","https://openalex.org/W4387756082"],"abstract_inverted_index":{"This":[0,87],"study":[1,22,89],"aims":[2],"to":[3,139],"investigate":[4],"whether":[5],"learning":[6,16,94,98,118,127,154],"styles":[7,99],"significantly":[8],"affect":[9],"the":[10,33,54,65,80,121,136,141,144,147,151,157],"critical":[11,122,160],"thinking":[12,123,161],"ability":[13,124],"of":[14,35,82,117,125,133,143,146,153],"science":[15,126],"students.":[17],"The":[18,108],"method":[19],"in":[20,79,135],"this":[21],"is":[23],"a":[24,114,130],"second-order":[25],"integrative":[26],"meta-analysis":[27],"using":[28,50,53,64,96],"many":[29,41],"data":[30],"sets":[31],"from":[32,39],"results":[34,109],"previous":[36],"research":[37,44,74,91,104],"obtained":[38,132],"as":[40,42],"13":[43],"journal":[45],"articles":[46],"with":[47,100,129],"literature":[48],"search":[49],"electronic":[51],"databases":[52],"keywords":[55],"\"Learning":[56],"style\",":[57],"\"Critical":[58],"thinking\",":[59],"and":[60,76,84,103,105],"\"Science":[61],"learning\"":[62],"conducted":[63],"DOAJ,":[66],"ERIC,":[67],"Scopus,":[68],"publish":[69],"or":[70],"perish":[71],"8.12":[72],"websites,":[73],"gate":[75],"Google":[77],"Scholar":[78],"form":[81],"international":[83],"national":[85],"journals.":[86],"analytical":[88],"includes":[90],"comparing":[92],"students'":[93],"outcomes":[95],"different":[97],"quasi-experimental,":[101],"experimental,":[102],"development":[106],"methods.":[107],"showed":[110],"that":[111],"there":[112],"was":[113],"significant":[115],"influence":[116,152],"style":[119,155],"on":[120,156],"students,":[128],"representation":[131],"1.35":[134],"\"high\"":[137],"category":[138],"conclude":[140],"effect":[142],"effectiveness":[145],"independent":[148],"variable,":[149],"namely":[150],"dependent":[158],"variable":[159],"88%.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2025-10-10T00:00:00"}