{"id":"https://openalex.org/W2954475117","doi":"https://doi.org/10.1080/10494820.2019.1636078","title":"An individualized intervention approach to improving university students\u2019 learning performance and interactive behaviors in a blended learning environment","display_name":"An individualized intervention approach to improving university students\u2019 learning performance and interactive behaviors in a blended learning environment","publication_year":2019,"publication_date":"2019-07-02","ids":{"openalex":"https://openalex.org/W2954475117","doi":"https://doi.org/10.1080/10494820.2019.1636078","mag":"2954475117"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2019.1636078","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2019.1636078","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-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/A5100752525","display_name":"Jiahua Zhang","orcid":"https://orcid.org/0000-0002-4231-0483"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jia-Hua Zhang","raw_affiliation_strings":["Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","institution_ids":["https://openalex.org/I135237710"]},{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038594326","display_name":"Liu-cong Zou","orcid":"https://orcid.org/0000-0002-7007-4369"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu-cong Zou","raw_affiliation_strings":["Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","institution_ids":["https://openalex.org/I135237710"]},{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017430330","display_name":"Jiajia Miao","orcid":"https://orcid.org/0000-0001-8061-0666"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia-jia Miao","raw_affiliation_strings":["Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","institution_ids":["https://openalex.org/I135237710"]},{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081654386","display_name":"Ye-Xing Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye-Xing Zhang","raw_affiliation_strings":["Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","institution_ids":["https://openalex.org/I135237710"]},{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049547394","display_name":"Gwo\u2010Jen Hwang","orcid":"https://orcid.org/0000-0001-5155-276X"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Gwo-Jen Hwang","raw_affiliation_strings":["Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004369052","display_name":"Yue Zhu","orcid":"https://orcid.org/0000-0002-6028-2973"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhu","raw_affiliation_strings":["Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People\u2019s Republic of China","institution_ids":["https://openalex.org/I135237710"]},{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, People's Republic of China","institution_ids":["https://openalex.org/I135237710"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100752525"],"corresponding_institution_ids":["https://openalex.org/I135237710"],"apc_list":null,"apc_paid":null,"fwci":12.1697,"has_fulltext":false,"cited_by_count":120,"citation_normalized_percentile":{"value":0.98551018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"28","issue":"2","first_page":"231","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9986000061035156,"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/T10162","display_name":"Online and Blended Learning","score":0.9779000282287598,"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":0.9763000011444092,"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/blended-learning","display_name":"Blended learning","score":0.730335533618927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5737131834030151},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.5467464327812195},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4829641878604889},{"id":"https://openalex.org/keywords/interactive-learning","display_name":"Interactive Learning","score":0.45969027280807495},{"id":"https://openalex.org/keywords/computer-assisted-instruction","display_name":"Computer-Assisted Instruction","score":0.45307067036628723},{"id":"https://openalex.org/keywords/mastery-learning","display_name":"Mastery learning","score":0.4402119219303131},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4290403723716736},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.41509589552879333},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3651013672351837},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3543562889099121}],"concepts":[{"id":"https://openalex.org/C158592959","wikidata":"https://www.wikidata.org/wiki/Q869010","display_name":"Blended learning","level":3,"score":0.730335533618927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5737131834030151},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5467464327812195},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4829641878604889},{"id":"https://openalex.org/C2776716048","wikidata":"https://www.wikidata.org/wiki/Q6045290","display_name":"Interactive Learning","level":2,"score":0.45969027280807495},{"id":"https://openalex.org/C2909807104","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Computer-Assisted Instruction","level":2,"score":0.45307067036628723},{"id":"https://openalex.org/C2776933062","wikidata":"https://www.wikidata.org/wiki/Q861413","display_name":"Mastery learning","level":2,"score":0.4402119219303131},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4290403723716736},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.41509589552879333},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3651013672351837},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3543562889099121},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2019.1636078","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2019.1636078","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G6294243036","display_name":null,"funder_award_id":"17YJC880125","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W161451010","https://openalex.org/W1120211608","https://openalex.org/W1562208008","https://openalex.org/W1638332650","https://openalex.org/W1655860056","https://openalex.org/W1823521350","https://openalex.org/W1901731241","https://openalex.org/W1967574129","https://openalex.org/W1994211543","https://openalex.org/W2013489835","https://openalex.org/W2016537580","https://openalex.org/W2031272656","https://openalex.org/W2035133214","https://openalex.org/W2037636910","https://openalex.org/W2044480105","https://openalex.org/W2053614394","https://openalex.org/W2054572159","https://openalex.org/W2068690371","https://openalex.org/W2071097428","https://openalex.org/W2074561541","https://openalex.org/W2074618985","https://openalex.org/W2080345005","https://openalex.org/W2087359160","https://openalex.org/W2087811788","https://openalex.org/W2091227381","https://openalex.org/W2104419367","https://openalex.org/W2104492931","https://openalex.org/W2110323649","https://openalex.org/W2112562562","https://openalex.org/W2112792013","https://openalex.org/W2129871897","https://openalex.org/W2137954153","https://openalex.org/W2143959207","https://openalex.org/W2157523181","https://openalex.org/W2164777277","https://openalex.org/W2229459121","https://openalex.org/W2262481025","https://openalex.org/W2265140155","https://openalex.org/W2309114117","https://openalex.org/W2389127339","https://openalex.org/W2483222083","https://openalex.org/W2561418294","https://openalex.org/W2578804580","https://openalex.org/W2588995411","https://openalex.org/W2613886306","https://openalex.org/W2752128554","https://openalex.org/W2761486860","https://openalex.org/W2766675271","https://openalex.org/W2777995382","https://openalex.org/W2782256152","https://openalex.org/W2792520481","https://openalex.org/W2798798505","https://openalex.org/W3113460816"],"related_works":["https://openalex.org/W2253008778","https://openalex.org/W1821769140","https://openalex.org/W2581986675","https://openalex.org/W3081867344","https://openalex.org/W2141967468","https://openalex.org/W2914528157","https://openalex.org/W1964648952","https://openalex.org/W2080542371","https://openalex.org/W4403793072","https://openalex.org/W2403313022"],"abstract_inverted_index":{"Extensive":[0],"studies":[1],"have":[2],"been":[3],"conducted":[4],"to":[5,20,58],"diagnose":[6],"and":[7,71,94,149,155,173,192],"predict":[8],"students'":[9,43],"academic":[10,44,140,193],"performance":[11,45,70,194],"by":[12],"analyzing":[13],"a":[14,25,32,48,54,75,142,196],"large":[15],"amount":[16],"of":[17,34,62,145],"data":[18,114],"related":[19],"their":[21],"learning":[22,27,39,49,72,118,146,153,158,166,181,187,198],"behaviors":[23,73,119],"in":[24,46,74,195],"blended":[26,76,197],"environment.":[28,199],"But":[29],"there":[30],"is":[31,177],"lack":[33],"research":[35],"examining":[36],"how":[37],"individualized":[38,64,104],"interventions":[40],"could":[41],"improve":[42,185],"such":[47],"context.":[50],"In":[51],"this":[52],"study,":[53],"quasi-experiment":[55],"was":[56],"designed":[57],"investigate":[59],"the":[60,83,92,98,100,107,131,134],"effect":[61],"an":[63],"intervention":[65,182],"approach":[66],"on":[67],"students\u2019":[68,186],"course":[69,84],"course.":[77],"Forty-nine":[78],"Chinese":[79],"tertiary":[80],"students":[81],"undertaking":[82],"were":[85,120],"randomly":[86],"assigned":[87],"into":[88],"two":[89],"groups":[90],"\u2013":[91],"experimental":[93,101,135],"control":[95,108,132,161],"groups.":[96],"During":[97],"course,":[99],"group":[102,109,136,162],"received":[103,110],"interventions,":[105],"while":[106],"undifferentiated":[111],"interventions.":[112],"The":[113,125,160],"about":[115],"these":[116],"participants\u2019":[117],"collected":[121],"over":[122],"15":[123],"weeks.":[124],"results":[126],"indicated":[127],"that,":[128],"compared":[129],"with":[130],"group,":[133],"showed":[137],"significantly":[138,169],"better":[139],"performance,":[141],"higher":[143],"level":[144],"motivation,":[147,190],"attitude":[148],"self-efficacy,":[150,191],"more":[151,170],"active":[152],"behaviors,":[154,188],"fewer":[156],"passive":[157],"behaviors.":[159],"revealed":[163],"similar":[164],"online":[165],"time,":[167],"but":[168],"resource":[171],"utilization":[172],"forum":[174],"access.":[175],"It":[176],"concluded":[178],"that":[179],"personalized":[180],"can":[183],"effectively":[184],"attitude,":[189]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
