{"id":"https://openalex.org/W7203470459","doi":"https://doi.org/10.1007/s44217-026-01977-x","title":"Perceptions of pre-service teachers towards a GeoGebra-supported modeling approach in mathematics learning","display_name":"Perceptions of pre-service teachers towards a GeoGebra-supported modeling approach in mathematics learning","publication_year":2026,"publication_date":"2026-08-14","ids":{"openalex":"https://openalex.org/W7203470459","doi":"https://doi.org/10.1007/s44217-026-01977-x"},"language":"en","primary_location":{"id":"doi:10.1007/s44217-026-01977-x","doi":"https://doi.org/10.1007/s44217-026-01977-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44217-026-01977-x","pdf_url":null,"source":{"id":"https://openalex.org/S4387280196","display_name":"Discover Education","issn_l":"2731-5525","issn":["2731-5525"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Education","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1007/s44217-026-01977-x","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077935493","display_name":"Molalegn Ayana","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Molalegn Ayana","raw_affiliation_strings":["Department of Teacher Education, Addis Ababa University, Addis Ababa, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Teacher Education, Addis Ababa University, Addis Ababa, Ethiopia","institution_ids":["https://openalex.org/I4537092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111447147","display_name":"Mulugeta Atnafu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Mulugeta Atnafu","raw_affiliation_strings":["Department of Teacher Education, Addis Ababa University, Addis Ababa, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Teacher Education, Addis Ababa University, Addis Ababa, Ethiopia","institution_ids":["https://openalex.org/I4537092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109600427","display_name":"Mulugeta Woldemichael","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Mulugeta Woldemichael","raw_affiliation_strings":["Department of Teacher Education, Addis Ababa University, Addis Ababa, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Teacher Education, Addis Ababa University, Addis Ababa, Ethiopia","institution_ids":["https://openalex.org/I4537092"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5077935493"],"corresponding_institution_ids":["https://openalex.org/I4537092"],"apc_list":{"value":1390,"currency":"USD","value_usd":1390},"apc_paid":{"value":1390,"currency":"USD","value_usd":1390},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10130","display_name":"Mathematics Education and Teaching Techniques","score":0.9922000169754028,"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/T10130","display_name":"Mathematics Education and Teaching Techniques","score":0.9922000169754028,"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/T12522","display_name":"Mathematics Education and Pedagogy","score":0.004900000058114529,"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/T10008","display_name":"Teacher Education and Leadership Studies","score":0.0003000000142492354,"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":0.9739999771118164},{"id":"https://openalex.org/keywords/teacher-perceptions","display_name":"teacher perceptions","score":0.9279999732971191},{"id":"https://openalex.org/keywords/geogebra","display_name":"GeoGebra","score":0.9309999942779541},{"id":"https://openalex.org/keywords/modeling-approaches","display_name":"modeling approaches","score":0.8360000252723694},{"id":"https://openalex.org/keywords/mathematics-learning","display_name":"mathematics learning","score":0.7229999899864197},{"id":"https://openalex.org/keywords/technology-supported-instruction","display_name":"technology-supported instruction","score":0.75},{"id":"https://openalex.org/keywords/student-centered-instruction","display_name":"student-centered instruction","score":0.843999981880188},{"id":"https://openalex.org/keywords/teacher-education","display_name":"teacher professional development","score":0.6140000224113464},{"id":"https://openalex.org/keywords/teaching-methods","display_name":"teaching methods","score":0.640999972820282},{"id":"https://openalex.org/keywords/student-engagement","display_name":"student engagement","score":0.4390000104904175}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7810999751091003},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.661899983882904},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4943999946117401},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.46149998903274536},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.43959999084472656},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4269999861717224},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.36629998683929443},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.32100000977516174},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3192000091075897},{"id":"https://openalex.org/C76188268","wikidata":"https://www.wikidata.org/wiki/Q1783165","display_name":"Context effect","level":3,"score":0.29919999837875366},{"id":"https://openalex.org/C156393514","wikidata":"https://www.wikidata.org/wiki/Q6934800","display_name":"Multimethodology","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2831000089645386},{"id":"https://openalex.org/C2779318504","wikidata":"https://www.wikidata.org/wiki/Q1438035","display_name":"Research design","level":2,"score":0.2770000100135803},{"id":"https://openalex.org/C2780805685","wikidata":"https://www.wikidata.org/wiki/Q1374230","display_name":"Teacher education","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C51067260","wikidata":"https://www.wikidata.org/wiki/Q828812","display_name":"Professional development","level":2,"score":0.2603999972343445}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44217-026-01977-x","doi":"https://doi.org/10.1007/s44217-026-01977-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44217-026-01977-x","pdf_url":null,"source":{"id":"https://openalex.org/S4387280196","display_name":"Discover Education","issn_l":"2731-5525","issn":["2731-5525"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Education","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:eb2ac816d0224cffb48d8a2a92db4ae3","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/eb2ac816d0224cffb48d8a2a92db4ae3","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":"Discover Education, Vol 5, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44217-026-01977-x","doi":"https://doi.org/10.1007/s44217-026-01977-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44217-026-01977-x","pdf_url":null,"source":{"id":"https://openalex.org/S4387280196","display_name":"Discover Education","issn_l":"2731-5525","issn":["2731-5525"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Education","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W203605277","https://openalex.org/W1226729066","https://openalex.org/W1553236788","https://openalex.org/W1597538161","https://openalex.org/W1990248114","https://openalex.org/W2023081441","https://openalex.org/W2030513930","https://openalex.org/W2039181677","https://openalex.org/W2057756336","https://openalex.org/W2187547779","https://openalex.org/W2416401130","https://openalex.org/W2444433429","https://openalex.org/W2495758942","https://openalex.org/W2575850014","https://openalex.org/W2592704477","https://openalex.org/W2592757692","https://openalex.org/W2604819331","https://openalex.org/W2713786085","https://openalex.org/W2768032790","https://openalex.org/W2770331298","https://openalex.org/W2789384309","https://openalex.org/W2801897946","https://openalex.org/W2803452583","https://openalex.org/W2936943395","https://openalex.org/W2939183338","https://openalex.org/W2969399711","https://openalex.org/W2982838572","https://openalex.org/W2994952352","https://openalex.org/W2994970849","https://openalex.org/W3016327515","https://openalex.org/W3038105339","https://openalex.org/W3039865729","https://openalex.org/W3089955227","https://openalex.org/W3111742253","https://openalex.org/W3117455877","https://openalex.org/W3156462682","https://openalex.org/W3205413206","https://openalex.org/W3211181212","https://openalex.org/W4212824274","https://openalex.org/W4251773920","https://openalex.org/W4255990624","https://openalex.org/W4292476268","https://openalex.org/W4293115402","https://openalex.org/W4294578382","https://openalex.org/W4307702873","https://openalex.org/W4307949953","https://openalex.org/W4327813717","https://openalex.org/W4361018269","https://openalex.org/W4377104223","https://openalex.org/W4384030631","https://openalex.org/W4384295683","https://openalex.org/W4387059550","https://openalex.org/W4388309386","https://openalex.org/W4390118211","https://openalex.org/W4393192018","https://openalex.org/W4395048176","https://openalex.org/W4401050190","https://openalex.org/W4401924252","https://openalex.org/W4408208841","https://openalex.org/W4412386353","https://openalex.org/W6943058509","https://openalex.org/W6964730872","https://openalex.org/W7133334064"],"related_works":["https://openalex.org/W4414615953","https://openalex.org/W4298013167","https://openalex.org/W2771145216","https://openalex.org/W2943994006","https://openalex.org/W4379229366","https://openalex.org/W7166476295","https://openalex.org/W2510906946","https://openalex.org/W2592704477","https://openalex.org/W7151354973","https://openalex.org/W4408513054"],"abstract_inverted_index":{"Studying":[0],"PSTs\u2019":[1],"perception":[2,20,92,152],"helps":[3],"teacher":[4],"educators":[5],"understand":[6],"how":[7],"future":[8,107,176,240],"teachers":[9,63,195,247],"interpret":[10],"teaching":[11],"and":[12,26,37,66,87,99,102,104,106,178,185,255],"learning.":[13],"The":[14,79,214],"tendency":[15],"to":[16,34,48,182,229,236,260],"study":[17,46,80,243],"preservice":[18],"teachers\u2019":[19,51,91],"on":[21],"instructional":[22,55,157,219,231,258],"approaches":[23,56,167,220,232],"is":[24],"broad":[25],"generic":[27],"categories,":[28],"rather":[29],"than":[30],"examining":[31],"perceptions":[32,52],"tied":[33],"specific":[35],"contexts":[36],"strategies.":[38],"In":[39,189],"this":[40],"context,":[41],"the":[42,45,54,110,123,149,156,190,197,218,230,265],"purpose":[43],"of":[44,148,211],"was":[47,77,93,153],"investigate":[49],"pre-service":[50,62,194,246],"about":[53],"they":[57,233],"have":[58],"learned":[59],"with.":[60],"80":[61],"were":[64,115],"involved,":[65],"a":[67,116,160,208],"mixed":[68],"research":[69],"method":[70],"with":[71,137],"post-test":[72],"only":[73],"non-equivalent":[74],"quasi-experimental":[75],"design":[76],"employed.":[78],"employed":[81],"GeoGebra-supported":[82],"modeling":[83,85,205],"approach,":[84,86,158],"conventional":[88],"approaches.":[89],"Pre-service":[90],"analyzed":[94],"using":[95],"three":[96],"categories:":[97],"learning":[98,202],"understanding,":[100],"interaction":[101],"cooperation,":[103],"satisfaction":[105],"career.":[108,241],"As":[109],"statistical":[111],"result":[112],"described,":[113],"there":[114],"statistically":[117],"significant":[118],"mean":[119],"score":[120],"difference":[121],"among":[122,172],"groups,":[124],"as":[125],"(":[126],"F":[127],"(2,":[128],"77)":[129],"=":[130,133,142],"16.895,":[131],"p":[132],"0.001":[134],"<":[135],"0.05),":[136],"effect":[138],"size":[139],"\u03b7":[140],"2":[141],"0.32.":[143],"This":[144,242],"suggests":[145],"that,":[146,201,217,245],"32%":[147],"variance":[150],"in":[151,196,238,252],"explained":[154],"by":[155],"indicating":[159],"strong":[161],"practical":[162],"significance.":[163],"Accordingly,":[164],"implementing":[165],"these":[166,187],"support":[168],"more":[169],"positive":[170],"engagement":[171],"PSTs,":[173],"thereby":[174],"informing":[175],"practice":[177],"guiding":[179],"subsequent":[180],"studies":[181],"further":[183],"validate":[184],"extend":[186],"results.":[188],"thematic":[191],"analysis,":[192],"most":[193],"treatment":[198],"groups":[199],"reflected":[200],"mathematics":[203],"through":[204],"approach":[206],"provides":[207],"solid":[209],"understanding":[210],"mathematical":[212],"concepts.":[213],"finding":[215],"implied":[216],"PSTs":[221],"encountered":[222],"during":[223],"their":[224,239,262],"training":[225,251],"are":[226,234],"strongly":[227],"linked":[228],"likely":[235],"adopt":[237],"suggested":[244],"should":[248],"gain":[249],"appropriate":[250],"student":[253],"centered":[254],"technology":[256],"supported":[257],"approaches,":[259],"enhance":[261],"interest":[263],"towards":[264],"profession.":[266]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-08-15T00:00:00"}
