{"id":"https://openalex.org/W7140082606","doi":"https://doi.org/10.22342/jme.v17i1.pp1-26","title":"Mathematical thinking processes based on decision-making types in Grade VIII numeracy: Foundations for differentiated instruction in Geometry","display_name":"Mathematical thinking processes based on decision-making types in Grade VIII numeracy: Foundations for differentiated instruction in Geometry","publication_year":2025,"publication_date":"2025-12-31","ids":{"openalex":"https://openalex.org/W7140082606","doi":"https://doi.org/10.22342/jme.v17i1.pp1-26"},"language":"en","primary_location":{"id":"doi:10.22342/jme.v17i1.pp1-26","doi":"https://doi.org/10.22342/jme.v17i1.pp1-26","is_oa":true,"landing_page_url":"https://doi.org/10.22342/jme.v17i1.pp1-26","pdf_url":null,"source":{"id":"https://openalex.org/S2764632379","display_name":"Journal on Mathematics Education","issn_l":"2087-8885","issn":["2087-8885","2407-0610"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","norway-1","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315074","host_organization_name":"Sriwijaya University","host_organization_lineage":["https://openalex.org/P4310315074"],"host_organization_lineage_names":["Sriwijaya University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Mathematics 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/10.22342/jme.v17i1.pp1-26","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047004330","display_name":"Cita Dwi Rosita","orcid":"https://orcid.org/0000-0002-5988-9399","observed_orcids":["https://orcid.org/0000-0002-5988-9399"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cita Dwi Rosita","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5988-9399","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130408986","display_name":"Setiyani","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Setiyani","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043506048","display_name":"Andes Safarandes Asmara","orcid":"https://orcid.org/0000-0002-6961-5084","observed_orcids":["https://orcid.org/0000-0002-6961-5084"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andes Safarandes Asmara","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6961-5084","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055369495","display_name":"Sri Sumarwati","orcid":"https://orcid.org/0000-0002-9397-3105","observed_orcids":["https://orcid.org/0000-0002-9397-3105"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sri Sumarwati","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9397-3105","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5056837928","display_name":"Try Suprayo","orcid":"https://orcid.org/0009-0001-3830-622X","observed_orcids":["https://orcid.org/0009-0001-3830-622X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Try Suprayo","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0001-3830-622X","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":250,"currency":"USD","value_usd":250},"apc_paid":{"value":250,"currency":"USD","value_usd":250},"fwci":1.6306,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82814945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"17","issue":"1","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12522","display_name":"Mathematics Education and Pedagogy","score":0.9994999766349792,"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":0.9994999766349792,"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":9.999999747378752e-05,"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/T11820","display_name":"Learning Styles and Cognitive Differences","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-thinking-process","display_name":"mathematical thinking process","score":0.972000002861023},{"id":"https://openalex.org/keywords/decision-making-types","display_name":"decision-making types","score":0.9639999866485596},{"id":"https://openalex.org/keywords/numeracy","display_name":"numeracy","score":0.7120000123977661},{"id":"https://openalex.org/keywords/differentiated-instruction","display_name":"differentiated instruction","score":0.8040000200271606},{"id":"https://openalex.org/keywords/geometry-teaching","display_name":"geometry teaching","score":0.7440000176429749},{"id":"https://openalex.org/keywords/intuitive-decision-making","display_name":"intuitive decision making","score":0.6919999718666077},{"id":"https://openalex.org/keywords/heuristic-decision-making","display_name":"heuristic decision making","score":0.9660000205039978},{"id":"https://openalex.org/keywords/rational-decision-making","display_name":"rational decision-making","score":0.9919999837875366},{"id":"https://openalex.org/keywords/eighth-grade-students","display_name":"eighth grade students","score":0.5659999847412109}],"concepts":[{"id":"https://openalex.org/C53537400","wikidata":"https://www.wikidata.org/wiki/Q140637","display_name":"Numeracy","level":3,"score":0.7900999784469604},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.741599977016449},{"id":"https://openalex.org/C2781306805","wikidata":"https://www.wikidata.org/wiki/Q4789761","display_name":"Argumentative","level":2,"score":0.7372999787330627},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.5863999724388123},{"id":"https://openalex.org/C43971567","wikidata":"https://www.wikidata.org/wiki/Q3142865","display_name":"Logical reasoning","level":2,"score":0.4878999888896942},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.47769999504089355},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.438400000333786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4268999993801117},{"id":"https://openalex.org/C66783780","wikidata":"https://www.wikidata.org/wiki/Q1166625","display_name":"Mathematical problem","level":2,"score":0.41999998688697815},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.3824999928474426},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.37869998812675476},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3711000084877014},{"id":"https://openalex.org/C47884741","wikidata":"https://www.wikidata.org/wiki/Q1166618","display_name":"Mathematical logic","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3582000136375427},{"id":"https://openalex.org/C187179951","wikidata":"https://www.wikidata.org/wiki/Q7784616","display_name":"Thinking processes","level":3,"score":0.3483000099658966},{"id":"https://openalex.org/C106165879","wikidata":"https://www.wikidata.org/wiki/Q5141259","display_name":"Cognitively Guided Instruction","level":3,"score":0.33309999108314514},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.32820001244544983},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3188999891281128},{"id":"https://openalex.org/C2777004525","wikidata":"https://www.wikidata.org/wiki/Q5757990","display_name":"Higher-order thinking","level":4,"score":0.3140000104904175},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.29910001158714294},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.2856000065803528},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C2780595030","wikidata":"https://www.wikidata.org/wiki/Q3860309","display_name":"Multiplication (music)","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C2778780117","wikidata":"https://www.wikidata.org/wiki/Q3269423","display_name":"Reading comprehension","level":3,"score":0.2800999879837036},{"id":"https://openalex.org/C55526617","wikidata":"https://www.wikidata.org/wiki/Q719375","display_name":"Operand","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C48164120","wikidata":"https://www.wikidata.org/wiki/Q4491893","display_name":"Concept learning","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.25850000977516174},{"id":"https://openalex.org/C83725634","wikidata":"https://www.wikidata.org/wiki/Q7268699","display_name":"Qualitative reasoning","level":2,"score":0.2558000087738037}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22342/jme.v17i1.pp1-26","doi":"https://doi.org/10.22342/jme.v17i1.pp1-26","is_oa":true,"landing_page_url":"https://doi.org/10.22342/jme.v17i1.pp1-26","pdf_url":null,"source":{"id":"https://openalex.org/S2764632379","display_name":"Journal on Mathematics Education","issn_l":"2087-8885","issn":["2087-8885","2407-0610"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","norway-1","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315074","host_organization_name":"Sriwijaya University","host_organization_lineage":["https://openalex.org/P4310315074"],"host_organization_lineage_names":["Sriwijaya University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Mathematics Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.22342/jme.v17i1.pp1-26","doi":"https://doi.org/10.22342/jme.v17i1.pp1-26","is_oa":true,"landing_page_url":"https://doi.org/10.22342/jme.v17i1.pp1-26","pdf_url":null,"source":{"id":"https://openalex.org/S2764632379","display_name":"Journal on Mathematics Education","issn_l":"2087-8885","issn":["2087-8885","2407-0610"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","norway-1","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315074","host_organization_name":"Sriwijaya University","host_organization_lineage":["https://openalex.org/P4310315074"],"host_organization_lineage_names":["Sriwijaya University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Mathematics Education","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.975600004196167}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4406747220","https://openalex.org/W7220294024","https://openalex.org/W7169903081","https://openalex.org/W7216233721","https://openalex.org/W7135226406","https://openalex.org/W4395685659","https://openalex.org/W4406296189","https://openalex.org/W4414921387","https://openalex.org/W4205555868","https://openalex.org/W2884674624"],"abstract_inverted_index":{"Mathematical":[0],"thinking":[1,43,60,193],"ability":[2],"in":[3,24,41,48,50,127,139,153,199],"solving":[4],"numeracy":[5,36,93,197],"problems":[6],"is":[7],"a":[8,140],"crucial":[9],"21st-century":[10],"competency":[11],"that":[12,100,177,180],"students":[13,26,102,115,124,136],"must":[14],"possess":[15],"to":[16,39,56,73,104,162,170,189],"support":[17],"critical,":[18],"analytical,":[19],"and":[20,45,70,72,95,108,119,131,142,158,166,195],"problem-solving":[21],"skills.":[22],"However,":[23],"practice,":[25],"demonstrate":[27,125],"diverse":[28],"ways":[29],"of":[30,81,155,168,202],"making":[31],"decisions":[32],"when":[33],"confronted":[34],"with":[35,78,89],"problems,":[37],"leading":[38],"variations":[40],"mathematical":[42,59,192],"processes":[44,61,194],"often":[46],"resulting":[47],"disparities":[49],"learning":[51],"outcomes.":[52],"This":[53],"study":[54,175],"aims":[55],"analyze":[57],"students\u2019":[58,171,191],"based":[62],"on":[63,106,146],"decision-making":[64,172,182],"types:":[65],"namely":[66],"intuitive,":[67],"empirical,":[68],"heuristic,":[69],"rational":[71,135],"design":[74],"differentiated":[75,149,178],"instruction":[76,150,179],"aligned":[77],"the":[79,187,200],"characteristics":[80],"each":[82],"type.":[83],"A":[84],"qualitative":[85],"approach":[86],"was":[87,151],"employed,":[88],"data":[90],"collected":[91],"through":[92,121],"tests":[94],"observations.":[96],"The":[97,174],"findings":[98],"reveal":[99],"intuitive":[101],"tend":[103],"rely":[105],"visualization":[107],"prior":[109],"experiences":[110],"without":[111],"formal":[112],"proof;":[113],"empirical":[114],"emphasize":[116],"concrete":[117],"measurement":[118],"validation":[120],"discussion;":[122],"heuristic":[123],"flexibility":[126],"exploring":[128],"solution":[129],"strategies":[130],"evaluating":[132],"alternatives,":[133],"while":[134],"think":[137],"systematically":[138],"deductive":[141],"argumentative":[143],"manner.":[144],"Based":[145],"these":[147],"findings,":[148],"designed":[152],"terms":[154],"content,":[156],"process,":[157],"product,":[159],"allowing":[160],"teachers":[161],"adapt":[163],"materials,":[164],"strategies,":[165],"forms":[167],"assessment":[169],"types.":[173],"concludes":[176],"takes":[181],"types":[183],"into":[184],"account":[185],"has":[186],"potential":[188],"optimize":[190],"enhance":[196],"competence":[198],"domain":[201],"geometry.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-03-24T00:00:00"}