{"id":"https://openalex.org/W4416354523","doi":"https://doi.org/10.48550/arxiv.2511.12320","title":"Impact of UK Postgraduate Student Experiences on Academic Performance in Blended Learning: A Data Analytics Approach","display_name":"Impact of UK Postgraduate Student Experiences on Academic Performance in Blended Learning: A Data Analytics Approach","publication_year":2025,"publication_date":"2025-11-15","ids":{"openalex":"https://openalex.org/W4416354523","doi":"https://doi.org/10.48550/arxiv.2511.12320"},"language":null,"primary_location":{"id":"pmh:oai:arXiv.org:2511.12320","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.12320","pdf_url":"https://arxiv.org/pdf/2511.12320","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2511.12320","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076232395","display_name":"Muhidin Mohamed","orcid":"https://orcid.org/0000-0002-8449-5818"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mohamed, Muhidin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086493259","display_name":"Shubhadeep Mukherjee","orcid":"https://orcid.org/0000-0003-3944-5579"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mukherjee, Shubhadeep","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5120457895","display_name":"Bhavana Baad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baad, Bhavana","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076232395"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.5659000277519226,"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":0.5659000277519226,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.05860000103712082,"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/T10162","display_name":"Online and Blended Learning","score":0.03359999880194664,"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/blended-learning","display_name":"Blended learning","score":0.7371000051498413},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7289999723434448},{"id":"https://openalex.org/keywords/experiential-learning","display_name":"Experiential learning","score":0.5410000085830688},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.507099986076355},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5033000111579895},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4941999912261963},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4316999912261963},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.41370001435279846},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.40389999747276306},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.3643999993801117}],"concepts":[{"id":"https://openalex.org/C158592959","wikidata":"https://www.wikidata.org/wiki/Q869010","display_name":"Blended learning","level":3,"score":0.7371000051498413},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7289999723434448},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.5410000085830688},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.507099986076355},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5033000111579895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49950000643730164},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4941999912261963},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.43860000371932983},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4316999912261963},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.41370001435279846},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4115999937057495},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4090999960899353},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.40389999747276306},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3643999993801117},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.35850000381469727},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.34450000524520874},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.34369999170303345},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.33820000290870667},{"id":"https://openalex.org/C156393514","wikidata":"https://www.wikidata.org/wiki/Q6934800","display_name":"Multimethodology","level":2,"score":0.33550000190734863},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.3264000117778778},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.32350000739097595},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3021000027656555},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C2984567223","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"E learning","level":3,"score":0.28929999470710754},{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.2775999903678894},{"id":"https://openalex.org/C2776503756","wikidata":"https://www.wikidata.org/wiki/Q1424497","display_name":"Self-regulated learning","level":2,"score":0.27379998564720154},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C3020528894","wikidata":"https://www.wikidata.org/wiki/Q20820271","display_name":"Graduate students","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2511.12320","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.12320","pdf_url":"https://arxiv.org/pdf/2511.12320","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2511.12320","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2511.12320","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2511.12320","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.12320","pdf_url":"https://arxiv.org/pdf/2511.12320","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Blended":[0],"learning":[1,62,78,81,95,108,122,171,194],"has":[2],"become":[3],"a":[4,131,153],"dominant":[5],"educational":[6,56],"model":[7],"in":[8,11,61,79,123,192,220,250],"higher":[9],"education":[10],"the":[12,18,35,88,117,163,201,208,226,229,234,251],"UK":[13,124],"and":[14,34,41,48,63,104,110,113,144,159,175,178,213,239],"worldwide,":[15],"particularly":[16],"after":[17],"COVID-19":[19],"pandemic.":[20],"This":[21],"is":[22],"further":[23],"enriched":[24],"with":[25],"accompanying":[26],"pedagogical":[27],"changes,":[28],"such":[29],"as":[30],"strengthened":[31],"asynchronous":[32],"learning,":[33],"use":[36],"of":[37,93,101,119,133,155,165,203,228,236],"AI":[38],"(from":[39],"ChatGPT":[40],"all":[42],"other":[43,49],"similar":[44],"tools":[45],"that":[46,170],"followed)":[47],"technologies":[50],"to":[51,107,225],"aid":[52],"learning.":[53],"While":[54],"these":[55],"transformations":[57],"have":[58,67],"enabled":[59],"flexibility":[60],"resource":[64],"access,":[65],"they":[66,248],"also":[68],"exposed":[69],"new":[70],"challenges":[71],"on":[72,152,246],"how":[73,247],"students":[74,158],"can":[75],"construct":[76],"successful":[77,189],"hybrid":[80],"environments.":[82],"In":[83],"this":[84,198],"paper,":[85],"we":[86,129],"investigate":[87],"interaction":[89],"between":[90],"different":[91,252],"dimensions":[92],"student":[94,111,204,243],"experiences":[96],"(ranging":[97],"from":[98],"perceived":[99],"acceptance":[100],"teaching":[102,174],"methods":[103],"staff":[105],"support/feedback":[106],"pressure":[109],"motivation)":[112],"academic":[114,180,217],"achievement":[115],"within":[116],"context":[118],"postgraduate":[120,157,190],"blended":[121,193],"universities.":[125],"To":[126],"achieve":[127],"this,":[128],"employed":[130],"combination":[132],"several":[134],"data":[135],"analytics":[136],"techniques":[137],"including":[138],"visualization,":[139],"statistical":[140],"tests,":[141],"regression":[142],"analysis,":[143],"latent":[145],"profile":[146],"analysis.":[147],"Our":[148],"empirical":[149],"results":[150],"(based":[151],"survey":[154],"255":[156],"holistically":[160],"interpreted":[161],"via":[162],"Community":[164],"Inquiry":[166],"(CoI)":[167],"framework)":[168],"demonstrated":[169],"activities":[172],"combining":[173],"social":[176],"presences,":[177],"tailored":[179],"support":[181],"through":[182],"effective":[183],"feedback":[184],"are":[185],"critical":[186],"elements":[187],"for":[188],"experience":[191],"contexts.":[195],"Regarding":[196],"contributions,":[197],"research":[199],"advances":[200],"understanding":[202],"success":[205],"by":[206,232],"identifying":[207,240],"various":[209],"ways":[210],"demographic,":[211],"experiential,":[212],"psychological":[214],"factors":[215],"impact":[216],"outcomes.":[218],"And":[219],"theoretical":[221],"terms,":[222],"it":[223],"contributes":[224],"extension":[227],"CoI":[230,253],"framework":[231],"integrating":[233],"concept":[235],"learner":[237],"heterogeneity":[238],"four":[241],"distinct":[242],"profiles":[244],"based":[245],"engage":[249],"presences.":[254]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-19T00:00:00"}
