{"id":"https://openalex.org/W4413344134","doi":"https://doi.org/10.1109/access.2025.3600223","title":"Investigating EEG-Based Neurofeedback for Cognitive Enhancement in Remote Learning","display_name":"Investigating EEG-Based Neurofeedback for Cognitive Enhancement in Remote Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413344134","doi":"https://doi.org/10.1109/access.2025.3600223"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3600223","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3600223","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3600223","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069398459","display_name":"Nuraini Jamil","orcid":"https://orcid.org/0000-0002-2816-4344"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nuraini Jamil","raw_affiliation_strings":["Faculty of Computing and Informatics, Universiti Malaysia Sabah, Labuan International Campus, Labuan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Informatics, Universiti Malaysia Sabah, Labuan International Campus, Labuan, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076351563","display_name":"Abdelkader Nasreddine Belkacem","orcid":"https://orcid.org/0000-0002-3024-4167"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Abdelkader Nasreddine Belkacem","raw_affiliation_strings":["Department of Computer and Network Engineering, College of Information Technology, UAE University, Al Ain, United Arab Emirates","Department of Computer and Network Engineering, College of Information Technology, UAE University, Al Ain, UAE"],"raw_orcid":"https://orcid.org/0000-0002-3024-4167","affiliations":[{"raw_affiliation_string":"Department of Computer and Network Engineering, College of Information Technology, UAE University, Al Ain, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Department of Computer and Network Engineering, College of Information Technology, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.8976,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75845462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"146461","last_page":"146475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.920199990272522,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.920199990272522,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neurofeedback","display_name":"Neurofeedback","score":0.9280750155448914},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.775600790977478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6642600297927856},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5545898675918579},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.4819743037223816},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26321712136268616},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.14133766293525696}],"concepts":[{"id":"https://openalex.org/C2434490","wikidata":"https://www.wikidata.org/wiki/Q1306920","display_name":"Neurofeedback","level":3,"score":0.9280750155448914},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.775600790977478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6642600297927856},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5545898675918579},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.4819743037223816},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26321712136268616},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.14133766293525696}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3600223","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3600223","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:227ba6a97df84c178dfd6d29e9ba6490","is_oa":true,"landing_page_url":"https://doaj.org/article/227ba6a97df84c178dfd6d29e9ba6490","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 146461-146475 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3600223","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3600223","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1360317076","display_name":null,"funder_award_id":"UPAR-12T055","funder_id":"https://openalex.org/F4320323593","funder_display_name":"United Arab Emirates University"}],"funders":[{"id":"https://openalex.org/F4320323593","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2090217543","https://openalex.org/W2118100356","https://openalex.org/W2127817783","https://openalex.org/W2566775857","https://openalex.org/W2734403298","https://openalex.org/W2896409388","https://openalex.org/W2991509854","https://openalex.org/W3012868413","https://openalex.org/W3034840882","https://openalex.org/W3046393292","https://openalex.org/W3121178034","https://openalex.org/W3121399967","https://openalex.org/W3124815160","https://openalex.org/W3139298248","https://openalex.org/W3153283913","https://openalex.org/W3154732892","https://openalex.org/W3164580473","https://openalex.org/W3169528066","https://openalex.org/W3192048944","https://openalex.org/W3198270118","https://openalex.org/W3205094837","https://openalex.org/W3209044143","https://openalex.org/W3211047537","https://openalex.org/W3216752518","https://openalex.org/W4210373351","https://openalex.org/W4213050051","https://openalex.org/W4220906894","https://openalex.org/W4248416680","https://openalex.org/W4256694753","https://openalex.org/W4283377730","https://openalex.org/W4296022954","https://openalex.org/W4306398962","https://openalex.org/W4308094619","https://openalex.org/W4362604137","https://openalex.org/W4368364328","https://openalex.org/W4382181278","https://openalex.org/W4383425941","https://openalex.org/W4383879206","https://openalex.org/W4385670532","https://openalex.org/W4392768666","https://openalex.org/W4399373627","https://openalex.org/W4400916319","https://openalex.org/W4405488367"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W584617046","https://openalex.org/W2096913898","https://openalex.org/W2904050376","https://openalex.org/W1983917658","https://openalex.org/W2020519896","https://openalex.org/W2426762202","https://openalex.org/W2050832787"],"abstract_inverted_index":{"This":[0,173],"research":[1],"examines":[2],"the":[3,15,53,144,166,171,176,204,213],"effectiveness":[4],"of":[5,94,178,206,215],"neurofeedback":[6,25,179,216],"in":[7,10,50,105,160,190,217],"improving":[8,185],"attention":[9,37,51,67,106,186],"remote":[11],"learning":[12,192],"environments":[13],"using":[14],"passive":[16],"brain":[17,43,89],"computer":[18],"interface":[19],"(BCI).":[20],"Participants":[21],"had":[22],"three":[23],"EEG-based":[24],"training":[26,209],"sessions,":[27,54],"receiving":[28],"immediate":[29],"feedback":[30,163,167,201],"on":[31],"their":[32],"cognitive":[33,70,146,188,208],"states":[34],"to":[35,87,170,211],"improve":[36],"and":[38,60,69,128,139,153,187,203],"diminish":[39],"inattentiveness":[40,152],"by":[41,57,150],"self-regulating":[42],"activity.":[44],"The":[45,137,157],"results":[46],"indicated":[47],"substantial":[48],"enhancements":[49],"during":[52],"as":[55,180],"shown":[56],"elevated":[58],"beta":[59,138],"gamma":[61,140],"activity,":[62],"which":[63],"are":[64],"essential":[65],"for":[66,184],"regulation":[68],"processing.":[71,156],"Power":[72],"spectral":[73],"density":[74],"(PSD)":[75],"measurement":[76],"demonstrated":[77],"sustained":[78],"increased":[79],"brainwave":[80],"power":[81],"over":[82],"time,":[83],"corroborating":[84],"individuals\u2019":[85],"capacity":[86],"modify":[88],"activity":[90,141],"successfully.":[91],"An":[92],"analysis":[93],"variance":[95],"(ANOVA)":[96],"with":[97,118],"a":[98,102,181],"single":[99],"factor":[100],"revealed":[101],"significant":[103],"increase":[104],"levels":[107],"throughout":[108],"sessions":[109],"(F":[110],"(2\u201e":[111],"27)":[112],"=":[113,132,135],"95.06,":[114],"p":[115,134],"<":[116],"0.0001),":[117],"post-hoc":[119],"Tukey\u2019s":[120],"tests":[121],"demonstrating":[122],"considerable":[123],"improvements":[124],"between":[125],"Sessions":[126],"1":[127],"3":[129],"(mean":[130],"difference":[131],"5.261,":[133],"0.001).":[136],"study":[142,174],"corroborated":[143],"participants\u2019":[145],"engagement":[147,189],"enhancement,":[148],"evidenced":[149],"less":[151],"improved":[154],"higher-order":[155],"negligible":[158],"latency":[159],"processing":[161],"real-time":[162],"guaranteed":[164],"that":[165],"stayed":[168],"pertinent":[169],"task.":[172],"underscores":[175],"efficacy":[177],"valuable":[182],"instrument":[183],"online":[191],"settings.":[193,219],"Future":[194],"studies":[195],"should":[196],"investigate":[197],"long-term":[198],"impacts,":[199],"individualized":[200],"systems,":[202],"incorporation":[205],"additional":[207],"methodologies":[210],"optimize":[212],"advantages":[214],"educational":[218]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}