{"id":"https://openalex.org/W2809761340","doi":"https://doi.org/10.1063/1.5041704","title":"The influence of attitudes towards statistics on statistics engagement among undergraduate students in a Malaysian public university","display_name":"The influence of attitudes towards statistics on statistics engagement among undergraduate students in a Malaysian public university","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2809761340","doi":"https://doi.org/10.1063/1.5041704","mag":"2809761340"},"language":"en","primary_location":{"id":"doi:10.1063/1.5041704","doi":"https://doi.org/10.1063/1.5041704","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.5041704","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012969737","display_name":"Kathiresan Gopal","orcid":"https://orcid.org/0000-0001-5302-8179","observed_orcids":["https://orcid.org/0000-0001-5302-8179"]},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Kathiresan Gopal","raw_affiliation_strings":["Institute for Mathematical Research, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Mathematical Research, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004960425","display_name":"Nur Raidah Salim","orcid":"https://orcid.org/0000-0002-7941-1878","observed_orcids":["https://orcid.org/0000-0002-7941-1878"]},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nur Raidah Salim","raw_affiliation_strings":["Institute for Mathematical Research, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Mathematical Research, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009437932","display_name":"Ahmad Fauzi Mohd Ayub","orcid":"https://orcid.org/0000-0002-4313-2922","observed_orcids":["https://orcid.org/0000-0002-4313-2922"]},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahmad Fauzi Mohd Ayub","raw_affiliation_strings":["Faculty of Educational Studies, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia","Institute for Mathematical Research, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Educational Studies, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Institute for Mathematical Research, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012969737"],"corresponding_institution_ids":["https://openalex.org/I130343225"],"apc_list":null,"apc_paid":null,"fwci":0.9083,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.74676525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"1974","issue":null,"first_page":"050004","last_page":"050004"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":1.0,"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":1.0,"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/T10547","display_name":"Education, Achievement, and Giftedness","score":0.0,"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"}},{"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/attitudes-toward-statistics","display_name":"attitudes toward statistics","score":0.9879999756813049},{"id":"https://openalex.org/keywords/undergraduate-students","display_name":"undergraduate students","score":0.7540000081062317},{"id":"https://openalex.org/keywords/introductory-statistics","display_name":"introductory statistics","score":0.9240000247955322},{"id":"https://openalex.org/keywords/affect","display_name":"affect","score":0.40799999237060547},{"id":"https://openalex.org/keywords/cognitive-skills","display_name":"cognitive skills","score":0.996999979019165},{"id":"https://openalex.org/keywords/values","display_name":"values","score":0.5329999923706055},{"id":"https://openalex.org/keywords/perceived-difficulty","display_name":"perceived difficulty","score":0.8339999914169312},{"id":"https://openalex.org/keywords/statistics-achievement","display_name":"statistics achievement","score":0.5580000281333923},{"id":"https://openalex.org/keywords/malaysian-public-universities","display_name":"Malaysian public universities","score":0.6970000267028809}],"concepts":[{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.9075571298599243},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.7715133428573608},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.5290662050247192},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5118007063865662},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.264934241771698},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.24186921119689941}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/1.5041704","doi":"https://doi.org/10.1063/1.5041704","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.5041704","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9235000014305115,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W131782412","https://openalex.org/W190379316","https://openalex.org/W237335458","https://openalex.org/W241950646","https://openalex.org/W1718253564","https://openalex.org/W1974544573","https://openalex.org/W2021427605","https://openalex.org/W2023326969","https://openalex.org/W2047706901","https://openalex.org/W2074724594","https://openalex.org/W2081480541","https://openalex.org/W2083735019","https://openalex.org/W2167214196","https://openalex.org/W2167289873","https://openalex.org/W2182151795","https://openalex.org/W2185551074","https://openalex.org/W2189600209","https://openalex.org/W3015634246","https://openalex.org/W4238477178","https://openalex.org/W4240774808","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2571436340","https://openalex.org/W2905122066","https://openalex.org/W809798320","https://openalex.org/W7165382277","https://openalex.org/W2128623229","https://openalex.org/W3184663863","https://openalex.org/W2997364107","https://openalex.org/W2009758488","https://openalex.org/W2185783785","https://openalex.org/W7104364783"],"abstract_inverted_index":{"This":[0,22],"paper":[1],"aims":[2],"to":[3,55,162],"study":[4,23,33,63],"the":[5,59,96,106,119,211,218,229],"influence":[6],"of":[7,32,50,71,100,108,113,166,213,217],"attitudes":[8,79,91,109,143,167,214,237,252],"towards":[9,80,92,144,238,253],"statistics":[10,12,39,74,81,93,123,130,145,147,156,222,239,246,254,257],"on":[11,26,65,95],"engagement":[13,75,124,131,148,157,223,258],"among":[14,259],"undergraduate":[15],"students":[16,28,52,67,87,260],"in":[17,44,221,244,268],"a":[18,139,241],"Malaysian":[19],"public":[20],"university.":[21],"was":[24,125,133,158,228],"conducted":[25,64],"first-year":[27],"from":[29],"various":[30],"fields":[31],"and":[34,76,146,196,224,261,266],"specialization":[35],"taking":[36],"an":[37],"introductory":[38],"course":[40],"during":[41],"Semester":[42],"1":[43],"2016/2017.":[45],"A":[46,61],"random":[47],"sample":[48],"consisting":[49],"293":[51],"were":[53],"selected":[54],"be":[56],"respondents":[57],"for":[58,73,78,105,115,122,173],"survey.":[60],"pilot":[62],"25":[66],"had":[68],"reliability":[69],"indices":[70],"0.93":[72],"0.80":[77],"instruments.":[82],"Descriptive":[83],"analysis":[84,137,208],"revealed":[85,138],"that":[86,128,210,236],"generally":[88],"exhibited":[89],"positive":[90,251],"based":[94],"overall":[97],"median":[98,111,120],"score":[99,121],"3.00,":[101],"as":[102,104,168],"well":[103],"domains":[107,165,212],"with":[110],"scores":[112],"3.00":[114],"each.":[116],"Besides":[117],"that,":[118],"4.00":[126],"indicating":[127],"students\u2019":[129,245],"level":[132],"above":[134],"average.":[135],"Correlation":[136],"significant":[140,231],"relationship":[141],"between":[142],"(rs":[149,175,183,190,198],"=":[150,176,184,191,199],"0.46,":[151],"p":[152,178,186,193,201],"<":[153,179,187,194,202],"0.05).":[154,203],"Furthermore,":[155],"also":[159],"positively":[160],"related":[161],"all":[163],"four":[164],"demonstrated":[169],"by":[170],"correlation":[171],"coefficients":[172],"affect":[174],"0.41,":[177],"0.05),":[180,188],"cognitive":[181,225],"competence":[182,226],"0.55,":[185],"value":[189],"0.31,":[192],"0.05)":[195],"difficulty":[197],"0.21,":[200],"Subsequently,":[204],"multiple":[205],"linear":[206],"regression":[207],"showed":[209],"explained":[215],"50%":[216],"total":[219],"variation":[220],"domain":[227],"most":[230],"contributor.":[232],"These":[233],"findings":[234],"depicted":[235],"play":[240],"vital":[242],"role":[243],"engagement.":[247],"In":[248],"essence,":[249],"having":[250],"will":[255],"promote":[256],"eventually":[262],"increase":[263],"their":[264],"achievement":[265],"performance":[267],"statistics.":[269]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-07-10T00:00:00"}
