{"id":"https://openalex.org/W4402423965","doi":"https://doi.org/10.21776/ub.jasds.2024.001.01.5","title":"Development of Seemingly Unrelated Regression Analysis with Dummy Variables: Modeling the Relationship of Student Learning Outcome Indicators","display_name":"Development of Seemingly Unrelated Regression Analysis with Dummy Variables: Modeling the Relationship of Student Learning Outcome Indicators","publication_year":2024,"publication_date":"2024-03-28","ids":{"openalex":"https://openalex.org/W4402423965","doi":"https://doi.org/10.21776/ub.jasds.2024.001.01.5"},"language":"en","primary_location":{"id":"doi:10.21776/ub.jasds.2024.001.01.5","doi":"https://doi.org/10.21776/ub.jasds.2024.001.01.5","is_oa":true,"landing_page_url":"http://dx.doi.org/10.21776/ub.jasds.2024.001.01.5","pdf_url":"https://jasds.ub.ac.id/index.php/jasds/article/download/14/3","source":{"id":"https://openalex.org/S4404663443","display_name":"Journal of Applied Statistics and Data Science.","issn_l":"3048-4391","issn":["3048-4391"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314997","host_organization_name":"Brawijaya University","host_organization_lineage":["https://openalex.org/P4310314997"],"host_organization_lineage_names":["Brawijaya University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Statistics and Data Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://jasds.ub.ac.id/index.php/jasds/article/download/14/3","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113431303","display_name":"Muhamad Liswansyah Pratama","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Muhamad Liswansyah Pratama","raw_affiliation_strings":["Universitas Brawijaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Brawijaya","institution_ids":["https://openalex.org/I177055848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113431303"],"corresponding_institution_ids":["https://openalex.org/I177055848"],"apc_list":null,"apc_paid":null,"fwci":0.3987,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6091918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"1","issue":"1","first_page":"43","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13929","display_name":"Educational Outcomes and Influences","score":0.9833999872207642,"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/T13929","display_name":"Educational Outcomes and Influences","score":0.9833999872207642,"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/T10547","display_name":"Education, Achievement, and Giftedness","score":0.003000000026077032,"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/T13529","display_name":"Education Systems and Policies","score":0.002199999988079071,"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/seemingly-unrelated-regression","display_name":"seemingly unrelated regression","score":0.9909999966621399},{"id":"https://openalex.org/keywords/dummy-variables","display_name":"dummy variables","score":0.9959999918937683},{"id":"https://openalex.org/keywords/learning-outcomes","display_name":"learning outcomes","score":0.9929999709129333},{"id":"https://openalex.org/keywords/creativity","display_name":"creativity","score":0.550000011920929},{"id":"https://openalex.org/keywords/student-motivation","display_name":"student motivation","score":0.8259999752044678},{"id":"https://openalex.org/keywords/student-interest","display_name":"student interest","score":0.7599999904632568},{"id":"https://openalex.org/keywords/parental-support","display_name":"parental support","score":0.9559999704360962},{"id":"https://openalex.org/keywords/school-support","display_name":"school support","score":0.9919999837875366},{"id":"https://openalex.org/keywords/junior-high-school-students","display_name":"junior high school students","score":0.8700000047683716},{"id":"https://openalex.org/keywords/multivariate-regression","display_name":"multivariate regression","score":0.42100000381469727}],"concepts":[{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.6939574480056763},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.591699481010437},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5344409346580505},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.48335498571395874},{"id":"https://openalex.org/C90157343","wikidata":"https://www.wikidata.org/wiki/Q5188196","display_name":"Cross-sectional regression","level":4,"score":0.43632882833480835},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3856261074542999},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2312600314617157},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1911359429359436},{"id":"https://openalex.org/C64946054","wikidata":"https://www.wikidata.org/wiki/Q4874476","display_name":"Bayesian multivariate linear regression","level":3,"score":0.11283722519874573},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0784660279750824}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21776/ub.jasds.2024.001.01.5","doi":"https://doi.org/10.21776/ub.jasds.2024.001.01.5","is_oa":true,"landing_page_url":"http://dx.doi.org/10.21776/ub.jasds.2024.001.01.5","pdf_url":"https://jasds.ub.ac.id/index.php/jasds/article/download/14/3","source":{"id":"https://openalex.org/S4404663443","display_name":"Journal of Applied Statistics and Data Science.","issn_l":"3048-4391","issn":["3048-4391"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314997","host_organization_name":"Brawijaya University","host_organization_lineage":["https://openalex.org/P4310314997"],"host_organization_lineage_names":["Brawijaya University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Statistics and Data Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.21776/ub.jasds.2024.001.01.5","doi":"https://doi.org/10.21776/ub.jasds.2024.001.01.5","is_oa":true,"landing_page_url":"http://dx.doi.org/10.21776/ub.jasds.2024.001.01.5","pdf_url":"https://jasds.ub.ac.id/index.php/jasds/article/download/14/3","source":{"id":"https://openalex.org/S4404663443","display_name":"Journal of Applied Statistics and Data Science.","issn_l":"3048-4391","issn":["3048-4391"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314997","host_organization_name":"Brawijaya University","host_organization_lineage":["https://openalex.org/P4310314997"],"host_organization_lineage_names":["Brawijaya University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Statistics and Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.9235000014305115,"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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402423965.pdf","grobid_xml":"https://content.openalex.org/works/W4402423965.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3191206191","https://openalex.org/W1636475728","https://openalex.org/W1494591042","https://openalex.org/W7006433869","https://openalex.org/W32717029","https://openalex.org/W3209827653","https://openalex.org/W3210395549","https://openalex.org/W7015846202","https://openalex.org/W2516014706","https://openalex.org/W46649002"],"abstract_inverted_index":{"This":[0,44],"research":[1,45,74,100,167],"aims":[2],"to":[3,13,60,179],"develop":[4],"a":[5,54,105,125],"seemingly":[6],"unrelated":[7],"regression":[8,144],"model":[9,145],"with":[10],"dummy":[11,92],"variables":[12,71,154],"determine":[14],"the":[15,90,99,111,152,159,193],"relationship":[16,107,127,139],"between":[17,108,128],"factors":[18],"that":[19,102,165],"influence":[20],"student":[21],"learning":[22,181],"outcomes":[23,182],"in":[24,119,131,140],"each":[25,114],"subject":[26,115],"which":[27],"includes":[28],"Religious":[29],"Education,":[30],"Citizenship,":[31],"Indonesian,":[32],"English,":[33],"Mathematics,":[34],"Sciences,":[35],"Social":[36],"Science,":[37],"Cultural":[38],"Arts,":[39],"Physical":[40],"Education":[41],"and":[42,85,110,116,135,177],"Crafts.":[43],"is":[46,104,124,163],"applied":[47],"sciences":[48],"using":[49],"primary":[50],"data":[51],"obtained":[52,146],"through":[53],"list":[55],"of":[56,72,98,113,151,188],"questions":[57],"(questionnaire)":[58],"given":[59],"class":[61,184],"IX":[62,185],"students":[63,186],"at":[64],"SMP":[65],"Negeri":[66],"42":[67],"Batam.":[68],"The":[69,96,143],"predictor":[70,160],"this":[73,94,166],"include":[75],"students'":[76],"creativity,":[77],"motivation,":[78],"interests,":[79],"talents,":[80],"support":[81,118,130],"from":[82],"parents,":[83],"friends":[84],"school":[86,129],"where":[87,183],"interests":[88],"are":[89],"intercept":[91],"for":[93,174],"research.":[95],"results":[97],"show":[101],"there":[103,123],"positive":[106],"interest":[109],"value":[112],"parental":[117],"9":[120],"subjects,":[121],"but":[122],"negative":[126],"8":[132],"subjects.":[133],"Creativity":[134],"motivation":[136],"have":[137],"no":[138],"every":[141],"subject.":[142],"was":[147],"good":[148],"because":[149],"99.6%":[150],"response":[153],"could":[155],"be":[156,169],"explained":[157],"by":[158],"variables.":[161],"It":[162],"hoped":[164],"will":[168,187],"used":[170],"as":[171],"evaluation":[172],"material":[173],"students,":[175],"parents":[176],"schools":[178],"improve":[180],"course":[189],"pursue":[190],"higher":[191],"education":[192],"following":[194],"year.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2024-09-11T00:00:00"}
