{"id":"https://openalex.org/W4412376521","doi":"https://doi.org/10.22521/edupij.2025.17.333","title":"Probabilistic Thinking Process in Probability Problem-Solving Prospective Mathematics Teacher with Field-Independent based on Polya's Three Stages","display_name":"Probabilistic Thinking Process in Probability Problem-Solving Prospective Mathematics Teacher with Field-Independent based on Polya's Three Stages","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412376521","doi":"https://doi.org/10.22521/edupij.2025.17.333"},"language":"en","primary_location":{"id":"doi:10.22521/edupij.2025.17.333","doi":"https://doi.org/10.22521/edupij.2025.17.333","is_oa":true,"landing_page_url":"https://doi.org/10.22521/edupij.2025.17.333","pdf_url":null,"source":{"id":"https://openalex.org/S2738680415","display_name":"Educational Process International Journal","issn_l":"2147-0901","issn":["2147-0901","2564-8020"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310318416","host_organization_name":"\u00dcN\u0130VERS\u0130TEPARK Limited","host_organization_lineage":["https://openalex.org/P4310318416"],"host_organization_lineage_names":["\u00dcN\u0130VERS\u0130TEPARK Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Educational Process International Journal","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4412376521"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.22521/edupij.2025.17.333","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103270554","display_name":"Supratman Supratman","orcid":"https://orcid.org/0000-0001-8537-2476","observed_orcids":["https://orcid.org/0000-0001-8537-2476","https://orcid.org/0009-0008-4356-0792"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Supratman Supratman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071454291","display_name":"I Ketut Budayasa","orcid":"https://orcid.org/0000-0002-5066-859X","observed_orcids":["https://orcid.org/0000-0002-5066-859X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"I Ketut Budayasa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5024427140","display_name":"Endah Budi Rahaju","orcid":"https://orcid.org/0000-0003-0807-519X","observed_orcids":["https://orcid.org/0000-0003-0807-519X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Endah Budi Rahaju","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0187,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93611913,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"17","issue":"1","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":0.9922000169754028,"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/T12522","display_name":"Mathematics Education and Pedagogy","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/T11875","display_name":"Statistics Education and Methodologies","score":0.006000000052154064,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13500","display_name":"Probability and Statistical Research","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-reasoning","display_name":"probabilistic reasoning","score":0.9959999918937683},{"id":"https://openalex.org/keywords/probability-problem-solving","display_name":"probability problem solving","score":0.8450000286102295},{"id":"https://openalex.org/keywords/pre-service-mathematics-teachers","display_name":"pre-service mathematics teachers","score":0.9629999995231628},{"id":"https://openalex.org/keywords/field-independent-cognitive-style","display_name":"field-independent cognitive style","score":0.9909999966621399},{"id":"https://openalex.org/keywords/polya-s-problem-solving-steps","display_name":"Polya problem-solving steps","score":0.9369999766349792},{"id":"https://openalex.org/keywords/binomial-distribution","display_name":"binomial distribution","score":0.871999979019165},{"id":"https://openalex.org/keywords/group-embedded-figures-test","display_name":"Group Embedded Figures Test","score":0.8159999847412109},{"id":"https://openalex.org/keywords/mathematical-reasoning","display_name":"mathematical reasoning","score":0.6430000066757202}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6648525595664978},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5467329621315002},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5086408853530884},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4941282570362091},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42747700214385986},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4146497845649719},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24654310941696167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17941752076148987},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.10037541389465332},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.22521/edupij.2025.17.333","doi":"https://doi.org/10.22521/edupij.2025.17.333","is_oa":true,"landing_page_url":"https://doi.org/10.22521/edupij.2025.17.333","pdf_url":null,"source":{"id":"https://openalex.org/S2738680415","display_name":"Educational Process International Journal","issn_l":"2147-0901","issn":["2147-0901","2564-8020"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310318416","host_organization_name":"\u00dcN\u0130VERS\u0130TEPARK Limited","host_organization_lineage":["https://openalex.org/P4310318416"],"host_organization_lineage_names":["\u00dcN\u0130VERS\u0130TEPARK Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Educational Process International Journal","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:52667bba045c40f1aeea0f928c54f980","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/52667bba045c40f1aeea0f928c54f980","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Educational Process: International Journal, Vol 17, Iss 1, p e2025333 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.22521/edupij.2025.17.333","doi":"https://doi.org/10.22521/edupij.2025.17.333","is_oa":true,"landing_page_url":"https://doi.org/10.22521/edupij.2025.17.333","pdf_url":null,"source":{"id":"https://openalex.org/S2738680415","display_name":"Educational Process International Journal","issn_l":"2147-0901","issn":["2147-0901","2564-8020"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310318416","host_organization_name":"\u00dcN\u0130VERS\u0130TEPARK Limited","host_organization_lineage":["https://openalex.org/P4310318416"],"host_organization_lineage_names":["\u00dcN\u0130VERS\u0130TEPARK Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Educational Process International Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.8278999924659729,"id":"https://metadata.un.org/sdg/4"}],"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/W4364856953","https://openalex.org/W3150274112","https://openalex.org/W4410131427","https://openalex.org/W7218564979","https://openalex.org/W2796314611","https://openalex.org/W3083672062","https://openalex.org/W281634901","https://openalex.org/W3198243585","https://openalex.org/W7112009967","https://openalex.org/W3132307948"],"abstract_inverted_index":{"Background/purpose.":[0],"This":[1],"study":[2,61],"investigates":[3],"the":[4,36,43,51,73,78,91,153,169,181,186,216],"probabilistic":[5,110,145,235],"thinking":[6,111,146,236],"process":[7,147],"in":[8,72,232],"solving":[9,199],"probability":[10,102],"problems":[11,202],"by":[12],"prospective":[13],"mathematics":[14,222],"teachers":[15,223],"with":[16,28,58,116,224,237],"a":[17,46,59,68,86,101,143,225],"field-independent":[18,87,226],"cognitive":[19,30,88,227],"style.":[20],"The":[21,65,97,140,195],"objective":[22],"is":[23],"to":[24,176,218],"explore":[25],"how":[26],"individuals":[27],"this":[29],"style":[31,89,228],"approach":[32,57],"problem-solving":[33,103,125,239],"based":[34,106],"on":[35,107],"three":[37,150],"stages":[38],"of":[39,109],"Polya\u2019s":[40,113,238],"framework:":[41],"understanding":[42],"problem,":[44],"devising":[45],"plan,":[47],"and":[48,112,126,128,136,160,163,189,215],"carrying":[49],"out":[50],"plan.":[52],"Materials/Methods.":[53],"A":[54],"descriptive":[55],"qualitative":[56],"case":[60],"design":[62],"was":[63,67],"employed.":[64],"participant":[66,141],"female":[69],"student":[70],"enrolled":[71],"Mathematics":[74],"Education":[75],"Program":[76],"at":[77,191],"Universitas":[79],"Sembilanbelas":[80],"November":[81],"Kolaka,":[82],"identified":[83,158],"as":[84],"having":[85],"through":[90,123],"Group":[92],"Embedded":[93],"Figures":[94],"Test":[95],"(GEFT).":[96],"research":[98],"instruments":[99],"included":[100],"task":[104],"constructed":[105],"indicators":[108],"stages,":[114],"along":[115],"semi-structured":[117],"interview":[118],"guidelines.":[119],"Data":[120],"were":[121,129],"collected":[122],"task-based":[124],"interviews,":[127],"analyzed":[130],"using":[131],"data":[132,134],"reduction,":[133],"display,":[135],"conclusion":[137],"drawing.":[138],"Results.":[139],"demonstrated":[142],"systematic":[144],"across":[148],"all":[149],"stages.":[151,240],"During":[152],"problem-understanding":[154],"phase,":[155,171,183],"she":[156,172,184],"successfully":[157],"known":[159],"unknown":[161],"information":[162],"accurately":[164],"interpreted":[165],"mathematical":[166],"symbols.":[167],"In":[168,180],"planning":[170],"applied":[173],"deductive":[174],"reasoning":[175],"develop":[177],"appropriate":[178],"strategies.":[179],"execution":[182],"implemented":[185],"procedures":[187],"precisely":[188],"arrived":[190],"logical":[192,213],"conclusions.":[193],"Conclusion.":[194],"findings":[196],"suggest":[197],"that":[198],"binomial":[200],"distribution":[201],"requires":[203],"more":[204],"than":[205],"procedural":[206],"knowledge;":[207],"it":[208],"also":[209],"involves":[210],"conceptual":[211],"understanding,":[212],"reasoning,":[214],"capacity":[217],"manage":[219],"uncertainty.":[220],"Prospective":[221],"exhibit":[229],"strong":[230],"potential":[231],"integrating":[233],"structured":[234]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-10-10T00:00:00"}
