{"id":"https://openalex.org/W7127969769","doi":"https://doi.org/10.5281/zenodo.18491787","title":"Systematic Literature Review On The Evaluation Of Mathematical Modeling Competencies","display_name":"Systematic Literature Review On The Evaluation Of Mathematical Modeling Competencies","publication_year":2026,"publication_date":"2026-01-30","ids":{"openalex":"https://openalex.org/W7127969769","doi":"https://doi.org/10.5281/zenodo.18491787"},"language":"enc","primary_location":{"id":"doi:10.5281/zenodo.18491787","doi":"https://doi.org/10.5281/zenodo.18491787","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18491787","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"JournalArticle"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.18491787","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5125120949","display_name":"K\u00fcr\u015fat KO\u00c7","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210094226","display_name":"Mi\u0307lli\u0307 E\u011fi\u0307ti\u0307m Bakanli\u011fi","ror":"https://ror.org/00jga9g46","country_code":"TR","type":"government","lineage":["https://openalex.org/I4210094226"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"KO\u00c7, K\u00fcr\u015fat","raw_affiliation_strings":["Mi\u0307lli\u0307 E\u011fi\u0307ti\u0307m Bakanli\u011fi"],"raw_orcid":"https://orcid.org/0009-0005-5656-5451","affiliations":[{"raw_affiliation_string":"Mi\u0307lli\u0307 E\u011fi\u0307ti\u0307m Bakanli\u011fi","institution_ids":["https://openalex.org/I4210094226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018137058","display_name":"Esra Kuduz","orcid":"https://orcid.org/0000-0003-1473-4067","observed_orcids":["https://orcid.org/0000-0003-1473-4067"]},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"KUDUZ, Esra","raw_affiliation_strings":["Hacettepe University"],"raw_orcid":"https://orcid.org/0000-0002-7930-6189","affiliations":[{"raw_affiliation_string":"Hacettepe University","institution_ids":["https://openalex.org/I66514158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072265531","display_name":"\u015eeyma \u015eengil Akar","orcid":"https://orcid.org/0000-0002-0032-7439","observed_orcids":["https://orcid.org/0000-0002-0032-7439"]},"institutions":[{"id":"https://openalex.org/I98905743","display_name":"Kastamonu University","ror":"https://ror.org/015scty35","country_code":"TR","type":"education","lineage":["https://openalex.org/I98905743"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"SENGIL AKAR, \u015eeyma","raw_affiliation_strings":["Kastamonu University"],"raw_orcid":"https://orcid.org/0000-0002-0032-7439","affiliations":[{"raw_affiliation_string":"Kastamonu University","institution_ids":["https://openalex.org/I98905743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069522603","display_name":"Elif Sayg\u0131","orcid":"https://orcid.org/0000-0001-8811-4747","observed_orcids":["https://orcid.org/0000-0001-8811-4747"]},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"SAYGI, Elif","raw_affiliation_strings":["Hacettepe University"],"raw_orcid":"https://orcid.org/0000-0001-8811-4747","affiliations":[{"raw_affiliation_string":"Hacettepe University","institution_ids":["https://openalex.org/I66514158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9277,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69964934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T12522","display_name":"Mathematics Education and Pedagogy","score":0.9951000213623047,"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/T12522","display_name":"Mathematics Education and Pedagogy","score":0.9951000213623047,"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/T10130","display_name":"Mathematics Education and Teaching Techniques","score":0.002400000113993883,"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/T14079","display_name":"Mathematics Education and Programs","score":0.00039999998989515007,"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/pre-service-teachers","display_name":"pre-service teachers","score":0.703000009059906},{"id":"https://openalex.org/keywords/junior-high-school-students","display_name":"junior high school students","score":0.9929999709129333},{"id":"https://openalex.org/keywords/geogebra","display_name":"GeoGebra","score":0.7749999761581421},{"id":"https://openalex.org/keywords/stem-education","display_name":"STEM education","score":0.9070000052452087},{"id":"https://openalex.org/keywords/holistic-assessment","display_name":"holistic assessment","score":0.75}],"concepts":[{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.7440999746322632},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5906000137329102},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.5777000188827515},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.5539000034332275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4059000015258789},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.385699987411499},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3806999921798706},{"id":"https://openalex.org/C503602615","wikidata":"https://www.wikidata.org/wiki/Q5654877","display_name":"International studies","level":2,"score":0.3767000138759613},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3465000092983246},{"id":"https://openalex.org/C2777216955","wikidata":"https://www.wikidata.org/wiki/Q18351911","display_name":"International comparisons","level":2,"score":0.3400999903678894},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32120001316070557},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2881999909877777},{"id":"https://openalex.org/C3020774429","wikidata":"https://www.wikidata.org/wiki/Q1201886","display_name":"Web of science","level":3,"score":0.2863999903202057},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2558000087738037}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.18491787","doi":"https://doi.org/10.5281/zenodo.18491787","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18491787","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"JournalArticle"},{"id":"doi:10.5281/zenodo.18491788","doi":"https://doi.org/10.5281/zenodo.18491788","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18491788","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"JournalArticle"}],"best_oa_location":{"id":"doi:10.5281/zenodo.18491787","doi":"https://doi.org/10.5281/zenodo.18491787","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18491787","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"JournalArticle"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.9235000014305115,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4223900038","https://openalex.org/W3207774029","https://openalex.org/W4285171394","https://openalex.org/W7170037579","https://openalex.org/W2902920774","https://openalex.org/W7208785873","https://openalex.org/W7029567742","https://openalex.org/W7202247389","https://openalex.org/W3020830393","https://openalex.org/W7215163573"],"abstract_inverted_index":{"This":[0],"article":[1,196],"presents":[2],"a":[3,69],"systematic":[4],"review":[5],"of":[6,36,42,155,175,189],"the":[7,19,24,31,34,57,64,81,94,100,112,122,136,149,153,156,159,170,173,186,200],"national":[8,74,82,123,137,160,201],"and":[9,21,48,67,75,106,124,130,142,161,180,206],"international":[10,76,95,125,150,162],"literature":[11,83,163,202],"on":[12,164,172,182,192],"mathematical":[13,117,165],"modeling":[14,37,118,143,166,183],"competencies.":[15,38,194],"The":[16,60,78,195],"research":[17,89],"explores":[18],"differences":[20],"commonalities":[22],"between":[23],"two":[25],"literatures":[26],"by":[27],"examining":[28],"in":[29,33,72,80,93,121,135,148,158],"detail":[30],"trends":[32],"assessment":[35,208],"A":[39],"comprehensive":[40],"search":[41],"ERIC,":[43],"Web":[44],"Of":[45],"Science,":[46],"Scopus":[47],"TR":[49],"Index":[50],"databases":[51],"yielded":[52],"32":[53],"studies":[54,62,79,157,171],"that":[55,199],"met":[56],"inclusion":[58],"criteria.":[59],"selected":[61],"cover":[63],"years":[65],"2011-2023":[66],"indicate":[68],"simultaneous":[70],"focus":[71],"both":[73,98],"literature.":[77,96,151],"are":[84,91,102,133,146,168],"predominantly":[85],"qualitative,":[86],"while":[87,139],"quantitative":[88],"designs":[90],"preferred":[92],"In":[97,110],"literatures,":[99],"participants":[101],"mainly":[103],"pre-service":[104],"teachers":[105],"middle":[107],"school":[108],"students.":[109],"particular,":[111],"tools":[113],"used":[114,134],"to":[115],"assess":[116],"activities":[119],"differ":[120],"literature;":[126],"written":[127],"student":[128,140],"responses":[129,141],"video":[131],"recordings":[132],"literature,":[138],"competency":[144],"scales":[145],"applied":[147],"When":[152],"aims":[154],"competencies":[167,184],"examined,":[169],"effect":[174,188],"applications":[176,191],"such":[177],"as":[178],"Geogebra":[179],"STEM":[181],"emphasize":[185],"supportive":[187],"these":[190],"students'":[193],"also":[197],"shows":[198],"tends":[203],"towards":[204],"holistic":[205],"micro":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-02-07T00:00:00"}