{"id":"https://openalex.org/W2961119924","doi":null,"title":"STATISTICAL THINKING FRAMEWORKS AND MODELS COMPARATIVE STUDY IN GLOBAL MODELS (\u0623\u0637\u0631 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u062f\u0631\u0627\u0633\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 )","display_name":"STATISTICAL THINKING FRAMEWORKS AND MODELS COMPARATIVE STUDY IN GLOBAL MODELS (\u0623\u0637\u0631 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u062f\u0631\u0627\u0633\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 )","publication_year":2019,"publication_date":"2019-07-09","ids":{"openalex":"https://openalex.org/W2961119924","mag":"2961119924"},"language":"ar","primary_location":{"id":"mag:2961119924","doi":null,"is_oa":true,"landing_page_url":"https://journal.unisza.edu.my/mjis/index.php/mjis/article/download/95/50","pdf_url":null,"source":{"id":"https://openalex.org/S4210211356","display_name":"Malaysian Journal Of Islamic Studies (MJIS)","issn_l":"2550-2042","issn":["2550-2042"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I51569856","host_organization_name":"Sultan Zainal Abidin University","host_organization_lineage":["https://openalex.org/I51569856"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Malaysian Journal Of Islamic Studies (MJIS)","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.unisza.edu.my/mjis/index.php/mjis/article/download/95/50","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049134859","display_name":"Ashraf Mohamed Nemrawi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I51569856","display_name":"Sultan Zainal Abidin University","ror":"https://ror.org/00bnk2e50","country_code":"MY","type":"education","lineage":["https://openalex.org/I51569856"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ashraf Mohamed Nemrawi","raw_affiliation_strings":["Universiti  Sultan Zainal Abidin, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti  Sultan Zainal Abidin, Malaysia","institution_ids":["https://openalex.org/I51569856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052757943","display_name":"Nashaat Abdelaziz Abdelqader Baioumy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I51569856","display_name":"Sultan Zainal Abidin University","ror":"https://ror.org/00bnk2e50","country_code":"MY","type":"education","lineage":["https://openalex.org/I51569856"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nashaat Baioumy","raw_affiliation_strings":["Universiti  Sultan Zainal Abidin, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti  Sultan Zainal Abidin, Malaysia","institution_ids":["https://openalex.org/I51569856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51569856"],"apc_list":null,"apc_paid":null,"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":"3","issue":"2","first_page":"21","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9994999766349792,"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/T10533","display_name":"Teaching and Learning Programming","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10561","display_name":"Educational Research and Methods","score":0.0,"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/statistical-thinking","display_name":"statistical thinking","score":0.8080000281333923},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"computational thinking","score":0.8349999785423279},{"id":"https://openalex.org/keywords/statistics-education","display_name":"statistics education","score":0.5400000214576721}],"concepts":[{"id":"https://openalex.org/C2779765252","wikidata":"https://www.wikidata.org/wiki/Q7604419","display_name":"Statistical thinking","level":2,"score":0.8827518224716187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5205139517784119},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.5063823461532593},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.47299322485923767},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4699772894382477},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4443175196647644},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4333952069282532},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.42350226640701294},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3459191918373108},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3364545404911041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25123608112335205},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14722856879234314},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12996092438697815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11670464277267456},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2961119924","doi":null,"is_oa":true,"landing_page_url":"https://journal.unisza.edu.my/mjis/index.php/mjis/article/download/95/50","pdf_url":null,"source":{"id":"https://openalex.org/S4210211356","display_name":"Malaysian Journal Of Islamic Studies (MJIS)","issn_l":"2550-2042","issn":["2550-2042"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I51569856","host_organization_name":"Sultan Zainal Abidin University","host_organization_lineage":["https://openalex.org/I51569856"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Malaysian Journal Of Islamic Studies (MJIS)","raw_type":null}],"best_oa_location":{"id":"mag:2961119924","doi":null,"is_oa":true,"landing_page_url":"https://journal.unisza.edu.my/mjis/index.php/mjis/article/download/95/50","pdf_url":null,"source":{"id":"https://openalex.org/S4210211356","display_name":"Malaysian Journal Of Islamic Studies (MJIS)","issn_l":"2550-2042","issn":["2550-2042"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I51569856","host_organization_name":"Sultan Zainal Abidin University","host_organization_lineage":["https://openalex.org/I51569856"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Malaysian Journal Of Islamic Studies (MJIS)","raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1580397708","https://openalex.org/W2362099372","https://openalex.org/W2182376370","https://openalex.org/W7099700464","https://openalex.org/W2736606086","https://openalex.org/W2122373498","https://openalex.org/W4405280385","https://openalex.org/W7219178374","https://openalex.org/W7095307889","https://openalex.org/W110236898"],"abstract_inverted_index":{"The":[0,36,104,178],"current":[1],"study":[2,110,172,201],"aims":[3],"to":[4,154,205,208,218,227],"trace":[5],"and":[6,27,33,43,72,90,100,128,135,142,176,217],"analyze":[7],"statistical":[8,51,80,96,117,124,159,169,187,212,230],"thinking":[9,52,97,118,160,164,188,213,231],"frameworks":[10,53,78,98,115,132,189,210],"of":[11,16,29,38,46,57,69,79,108,116,130,138,149,158,161,168,181,211],"various":[12],"types":[13],"in":[14,40,66,88],"terms":[15],"their":[17,31,197],"origin,":[18],"types,":[19],"dimensions,":[20],"tasks,":[21],"skills":[22],"focused":[23,145],"on":[24,62,146],"them,":[25],"hierarchy":[26],"sequence":[28],"levels,":[30],"theoretical":[32],"educational":[34],"reference,":[35],"use":[37,148],"technology":[39],"its":[41],"construction":[42,56],"the":[44,55,63,67,77,85,92,109,114,122,131,143,147,156,166,185,200,203,209],"possibility":[45],"integration":[47,223],"between":[48,94],"all":[49],"different":[50,95,120],"or":[54,125,152,226],"new":[58,229],"frameworks.":[59,232],"It":[60,82],"relied":[61],"inductive":[64],"method":[65],"survey":[68],"literature,":[70],"studies":[71],"scientific":[73],"reports":[74],"that":[75,111,184],"monitored":[76],"thinking.":[81],"also":[83],"adopted":[84],"descriptive":[86],"approach":[87],"analyzing":[89],"concluding":[91],"relationship":[93],"Comparing":[99],"categorizing":[101],"them":[102,139,216,225],",":[103],"most":[105,129,179],"important":[106],"results":[107],"emerged":[112],"from":[113,121],"is":[119],"educational,":[123],"commercial,":[126],"etc.,":[127],"are":[133,140],"one-dimensional":[134],"a":[136,220],"few":[137],"two-dimensional,":[141],"majority":[144],"practical":[150],"issues":[151],"tasks":[153],"reveal":[155],"levels":[157],"learners,":[162],"Computational":[163],"within":[165],"framework":[167],"thinking,":[170],"he":[171],"concluded":[173],"several":[174],"conclusions":[175],"recommendations.":[177],"prominent":[180],"these":[182],"was":[183],"recent":[186],"did":[190],"not":[191],"receive":[192],"such":[193],"global":[194],"attention,":[195],"despite":[196],"importance.":[198],"However,":[199],"recommended":[202],"need":[204],"increase":[206],"attention":[207],"by":[214],"developing":[215],"find":[219],"mechanism":[221],"for":[222],"among":[224],"build":[228]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2019-07-23T00:00:00"}