{"id":"https://openalex.org/W1986538521","doi":"https://doi.org/10.1109/icmcs.2012.6320260","title":"Computer supported collaborative learning in problem-based learning of statistics","display_name":"Computer supported collaborative learning in problem-based learning of statistics","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W1986538521","doi":"https://doi.org/10.1109/icmcs.2012.6320260","mag":"1986538521"},"language":"en","primary_location":{"id":"doi:10.1109/icmcs.2012.6320260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","raw_type":"proceedings-article"},"type":"article","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/A5112367343","display_name":"Rohani Ahmad Tarmizi","orcid":null},"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":"Rohani Ahmad Tarmizi","raw_affiliation_strings":["Institute for Mathematical Research & Faculty of Educational Studies, Universiti Putra Malaysia, Serdang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Mathematical Research & Faculty of Educational Studies, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112012522","display_name":"Wan Zah Wan Ali","orcid":"https://orcid.org/0009-0000-0275-3944"},"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":"Wan Zah Wan Ali","raw_affiliation_strings":["Institute for Mathematical Research & Faculty of Educational Studies, Universiti Putra Malaysia, Serdang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Mathematical Research & Faculty of Educational Studies, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035586384","display_name":"Aida Suraya Mohd Yunus","orcid":null},"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":"Aida Suraya Mohd Yunus","raw_affiliation_strings":["Universiti Putra Malaysia, Serdang, Selangor, MY","Institute for Mathematical Research & Faculty of Educational Studies, Universiti Putra Malaysia, Serdang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Putra Malaysia, Serdang, Selangor, MY","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Institute for Mathematical Research & Faculty of Educational Studies, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102745844","display_name":"Sahar Bayat","orcid":"https://orcid.org/0000-0001-9899-3116"},"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":"Sahar Bayat","raw_affiliation_strings":["Institute for Mathematical Research, Universiti Putra Malaysia, Serdang, Malaysia","Inst. for Mathematical Research, Universiti Putra Malaysia, Serdang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Mathematical Research, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Inst. for Mathematical Research, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130343225"],"apc_list":null,"apc_paid":null,"fwci":4.1268,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94038187,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":null,"first_page":"842","last_page":"846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11299","display_name":"Problem and Project Based Learning","score":0.9980000257492065,"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/T11299","display_name":"Problem and Project Based Learning","score":0.9980000257492065,"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/T10162","display_name":"Online and Blended Learning","score":0.9890000224113464,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9886999726295471,"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/collaborative-learning","display_name":"Collaborative learning","score":0.6610637903213501},{"id":"https://openalex.org/keywords/problem-based-learning","display_name":"Problem-based learning","score":0.6070647835731506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5939738750457764},{"id":"https://openalex.org/keywords/constructivist-teaching-methods","display_name":"Constructivist teaching methods","score":0.5919925570487976},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.5544341802597046},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.5532952547073364},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5286602973937988},{"id":"https://openalex.org/keywords/experiential-learning","display_name":"Experiential learning","score":0.4949423670768738},{"id":"https://openalex.org/keywords/learning-sciences","display_name":"Learning sciences","score":0.49133697152137756},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4808133840560913},{"id":"https://openalex.org/keywords/group-learning","display_name":"Group learning","score":0.4568129777908325},{"id":"https://openalex.org/keywords/synchronous-learning","display_name":"Synchronous learning","score":0.43428370356559753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37162134051322937},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3251190781593323},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.31283193826675415},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2686420679092407}],"concepts":[{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.6610637903213501},{"id":"https://openalex.org/C2780909375","wikidata":"https://www.wikidata.org/wiki/Q1060990","display_name":"Problem-based learning","level":2,"score":0.6070647835731506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5939738750457764},{"id":"https://openalex.org/C25260931","wikidata":"https://www.wikidata.org/wiki/Q5164510","display_name":"Constructivist teaching methods","level":3,"score":0.5919925570487976},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5544341802597046},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.5532952547073364},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5286602973937988},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.4949423670768738},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.49133697152137756},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4808133840560913},{"id":"https://openalex.org/C2983025851","wikidata":"https://www.wikidata.org/wiki/Q1040098","display_name":"Group learning","level":2,"score":0.4568129777908325},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.43428370356559753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37162134051322937},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3251190781593323},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.31283193826675415},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2686420679092407}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icmcs.2012.6320260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:psasir.upm.edu.my:68911","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196260","display_name":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130343225","host_organization_name":"Universiti Putra Malaysia","host_organization_lineage":["https://openalex.org/I130343225"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W80904103","https://openalex.org/W1500495409","https://openalex.org/W1668560143","https://openalex.org/W2003209623","https://openalex.org/W2008080317","https://openalex.org/W2025171297","https://openalex.org/W2065427258","https://openalex.org/W2112780789","https://openalex.org/W2137703008","https://openalex.org/W2154781276","https://openalex.org/W2297484767","https://openalex.org/W4285719527","https://openalex.org/W6637315491","https://openalex.org/W6680352329","https://openalex.org/W6682865981"],"related_works":["https://openalex.org/W2185672425","https://openalex.org/W2021310992","https://openalex.org/W2111220471","https://openalex.org/W87280625","https://openalex.org/W2053719939","https://openalex.org/W2784935219","https://openalex.org/W20596347","https://openalex.org/W2565203390","https://openalex.org/W3171996661","https://openalex.org/W2741819355"],"abstract_inverted_index":{"This":[0],"study":[1],"investigated":[2],"computer":[3],"supported":[4,96],"collaborative":[5],"learning":[6,10,31,40,69,93,104,119,137],"in":[7,91,102,115,133],"the":[8,14,27,62,66,71,80,83,86,92,103,113,123,127,134],"Web-based":[9,30],"environment":[11],"designed":[12],"using":[13],"constructivist":[15,28],"Problem-Based":[16],"Learning":[17],"(PBL)":[18],"approach.":[19,41],"One":[20],"group":[21,34],"of":[22,61,82,88,105,118,125,136],"students":[23],"was":[24,35,45,57],"exposed":[25,36],"to":[26,37,47],"PBL":[29,39,68,73,131],"whilst":[32],"another":[33,48],"traditional":[38,72,130],"A":[42],"lecture-based":[43],"teaching":[44],"given":[46],"group.":[49],"Thus,":[50],"a":[51],"quasi-experimental":[52],"non-equivalent":[53],"post-tests":[54],"research":[55],"design":[56],"adopted.":[58],"The":[59],"analysis":[60],"data":[63],"revealed":[64],"that":[65,95],"web-based":[67,128],"and":[70,78,100,129,139],"yielded":[74],"positive":[75,108],"educational":[76],"output":[77],"highlighted":[79],"importance":[81],"scaffolding":[84],"by":[85],"use":[87],"guided":[89],"questions":[90],"processes":[94],"both":[97,126],"better":[98],"understanding":[99],"motivation":[101,140],"statistics.":[106],"Highly":[107],"responses":[109],"were":[110],"recorded":[111],"from":[112],"respondents":[114],"their":[116],"evaluation":[117],"performances,":[120],"hence":[121],"indicating":[122],"strength":[124],"approach":[132],"enhancement":[135],"effectiveness":[138],"towards":[141],"learning.":[142]},"counts_by_year":[{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}