{"id":"https://openalex.org/W3172063946","doi":"https://doi.org/10.1007/s40593-021-00256-0","title":"Neurophysiological Measurements in Higher Education: A Systematic Literature Review","display_name":"Neurophysiological Measurements in Higher Education: A Systematic Literature Review","publication_year":2021,"publication_date":"2021-06-16","ids":{"openalex":"https://openalex.org/W3172063946","doi":"https://doi.org/10.1007/s40593-021-00256-0","mag":"3172063946"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-021-00256-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-021-00256-0","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"type":"review","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/A5001467212","display_name":"Ali Darvishi","orcid":"https://orcid.org/0000-0002-7025-9259"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ali Darvishi","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, Australia","School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007067645","display_name":"Hassan Khosravi","orcid":"https://orcid.org/0000-0001-8664-6117"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Hassan Khosravi","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, Australia","School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8664-6117","affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070591850","display_name":"Shazia Sadiq","orcid":"https://orcid.org/0000-0001-6739-4145"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shazia Sadiq","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, Australia","School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048568271","display_name":"Barbara Weber","orcid":"https://orcid.org/0000-0002-6004-4860"},"institutions":[{"id":"https://openalex.org/I202963720","display_name":"University of St.Gallen","ror":"https://ror.org/0561a3s31","country_code":"CH","type":"education","lineage":["https://openalex.org/I202963720"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["CH","DK"],"is_corresponding":true,"raw_author_name":"Barbara Weber","raw_affiliation_strings":["Institute of Computer Science, University of St. Gallen, St. Gallen, Switzerland","Software and Process Engineering, Technical University of Denmark, Kgs. Lyngby, Denmark","Institute of Computer Science, University of St. Gallen, 9000, St. Gallen, Switzerland","Software and Process Engineering, Technical University of Denmark, 2800, Kgs. Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of St. Gallen, St. Gallen, Switzerland","institution_ids":["https://openalex.org/I202963720"]},{"raw_affiliation_string":"Software and Process Engineering, Technical University of Denmark, Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Institute of Computer Science, University of St. Gallen, 9000, St. Gallen, Switzerland","institution_ids":["https://openalex.org/I202963720"]},{"raw_affiliation_string":"Software and Process Engineering, Technical University of Denmark, 2800, Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001467212","https://openalex.org/A5007067645","https://openalex.org/A5048568271","https://openalex.org/A5070591850"],"corresponding_institution_ids":["https://openalex.org/I165143802","https://openalex.org/I202963720","https://openalex.org/I96673099"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":1.455,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.76147816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"32","issue":"2","first_page":"413","last_page":"453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13106","display_name":"Neuroscience, Education and Cognitive Function","score":0.9962000250816345,"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/T13106","display_name":"Neuroscience, Education and Cognitive Function","score":0.9962000250816345,"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"}},{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9495999813079834,"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/educational-technology","display_name":"Educational technology","score":0.4651651680469513},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.4256185293197632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4235045909881592},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3456037640571594},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3106594681739807},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.21716919541358948},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.15796062350273132}],"concepts":[{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4651651680469513},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.4256185293197632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4235045909881592},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3456037640571594},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3106594681739807},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.21716919541358948},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.15796062350273132},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s40593-021-00256-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-021-00256-0","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/b7093d1a-f16f-4276-8df6-346e469771a4","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/b7093d1a-f16f-4276-8df6-346e469771a4","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Darvishi , A , Khosravi , H , Sadiq , S & Weber , B 2022 , ' Neurophysiological Measurements in Higher Education : A Systematic Literature Review ' , International Journal of Artificial Intelligence in Education , vol. 32 , pp. 413\u2013453 . https://doi.org/10.1007/s40593-021-00256-0","raw_type":"article"},{"id":"pmh:oai:www.alexandria.unisg.ch:263333","is_oa":false,"landing_page_url":"http://www.alexandria.unisg.ch/263333/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400650","display_name":"Alexandria (UniSG) (University of St.Gallen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158813","host_organization_name":"St.Gallen University of Teacher Education","host_organization_lineage":["https://openalex.org/I4210158813"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":181,"referenced_works":["https://openalex.org/W40811702","https://openalex.org/W153346967","https://openalex.org/W242826328","https://openalex.org/W294928740","https://openalex.org/W630464951","https://openalex.org/W1485496162","https://openalex.org/W1541445617","https://openalex.org/W1545407019","https://openalex.org/W1556721226","https://openalex.org/W1576028559","https://openalex.org/W1598602811","https://openalex.org/W1747174941","https://openalex.org/W1859092166","https://openalex.org/W1877153489","https://openalex.org/W1898701537","https://openalex.org/W1956121861","https://openalex.org/W1963690660","https://openalex.org/W1966974590","https://openalex.org/W1969641600","https://openalex.org/W1970973573","https://openalex.org/W1975675278","https://openalex.org/W1977045714","https://openalex.org/W1978381718","https://openalex.org/W1978980572","https://openalex.org/W1980877068","https://openalex.org/W1982464953","https://openalex.org/W1986244117","https://openalex.org/W1986790392","https://openalex.org/W1988729248","https://openalex.org/W1994131187","https://openalex.org/W1994211543","https://openalex.org/W2010015254","https://openalex.org/W2015900931","https://openalex.org/W2016692025","https://openalex.org/W2017823242","https://openalex.org/W2030517061","https://openalex.org/W2034329047","https://openalex.org/W2037653374","https://openalex.org/W2038248890","https://openalex.org/W2043093227","https://openalex.org/W2047050658","https://openalex.org/W2062073386","https://openalex.org/W2065559187","https://openalex.org/W2066471244","https://openalex.org/W2071172411","https://openalex.org/W2071708523","https://openalex.org/W2076434093","https://openalex.org/W2079966199","https://openalex.org/W2081112272","https://openalex.org/W2094419105","https://openalex.org/W2109381780","https://openalex.org/W2111075265","https://openalex.org/W2121918274","https://openalex.org/W2124758114","https://openalex.org/W2132912969","https://openalex.org/W2141047785","https://openalex.org/W2144494597","https://openalex.org/W2146884567","https://openalex.org/W2150291618","https://openalex.org/W2150478567","https://openalex.org/W2151313489","https://openalex.org/W2158820915","https://openalex.org/W2161374186","https://openalex.org/W2162298806","https://openalex.org/W2169570446","https://openalex.org/W2185793332","https://openalex.org/W2187022131","https://openalex.org/W2203283141","https://openalex.org/W2293578834","https://openalex.org/W2333417778","https://openalex.org/W2339343773","https://openalex.org/W2339850677","https://openalex.org/W2345031027","https://openalex.org/W2378014032","https://openalex.org/W2402939184","https://openalex.org/W2404972270","https://openalex.org/W2409832138","https://openalex.org/W2487210833","https://openalex.org/W2497721267","https://openalex.org/W2498482634","https://openalex.org/W2502738431","https://openalex.org/W2508563345","https://openalex.org/W2521391369","https://openalex.org/W2527032610","https://openalex.org/W2527342668","https://openalex.org/W2532441722","https://openalex.org/W2536939217","https://openalex.org/W2560573364","https://openalex.org/W2565478056","https://openalex.org/W2570760970","https://openalex.org/W2571513420","https://openalex.org/W2572368564","https://openalex.org/W2575207443","https://openalex.org/W2582179717","https://openalex.org/W2588297458","https://openalex.org/W2592420257","https://openalex.org/W2593709311","https://openalex.org/W2594863169","https://openalex.org/W2595807281","https://openalex.org/W2605083027","https://openalex.org/W2610572486","https://openalex.org/W2611835038","https://openalex.org/W2612514724","https://openalex.org/W2612595570","https://openalex.org/W2614693587","https://openalex.org/W2614883504","https://openalex.org/W2616989861","https://openalex.org/W2618951469","https://openalex.org/W2735829743","https://openalex.org/W2736290618","https://openalex.org/W2739904528","https://openalex.org/W2751758357","https://openalex.org/W2757875814","https://openalex.org/W2762917073","https://openalex.org/W2763032848","https://openalex.org/W2765180616","https://openalex.org/W2766730910","https://openalex.org/W2767804190","https://openalex.org/W2768077796","https://openalex.org/W2768297392","https://openalex.org/W2769095083","https://openalex.org/W2769444295","https://openalex.org/W2772035432","https://openalex.org/W2775608322","https://openalex.org/W2777827187","https://openalex.org/W2786475845","https://openalex.org/W2786829426","https://openalex.org/W2787100236","https://openalex.org/W2790180355","https://openalex.org/W2792054178","https://openalex.org/W2793347034","https://openalex.org/W2794783191","https://openalex.org/W2796638120","https://openalex.org/W2798441125","https://openalex.org/W2799573140","https://openalex.org/W2800315127","https://openalex.org/W2801931149","https://openalex.org/W2804697677","https://openalex.org/W2804851038","https://openalex.org/W2806328511","https://openalex.org/W2806894900","https://openalex.org/W2808946760","https://openalex.org/W2809640305","https://openalex.org/W2810842972","https://openalex.org/W2810989163","https://openalex.org/W2890682684","https://openalex.org/W2890771888","https://openalex.org/W2890892752","https://openalex.org/W2892418123","https://openalex.org/W2895551728","https://openalex.org/W2895656341","https://openalex.org/W2896570804","https://openalex.org/W2896785172","https://openalex.org/W2899479797","https://openalex.org/W2900046694","https://openalex.org/W2905547346","https://openalex.org/W2907786104","https://openalex.org/W2911104099","https://openalex.org/W2914753438","https://openalex.org/W2917386416","https://openalex.org/W2917832356","https://openalex.org/W2919045524","https://openalex.org/W2921902175","https://openalex.org/W2924472360","https://openalex.org/W2938441647","https://openalex.org/W2941204456","https://openalex.org/W2944122059","https://openalex.org/W2944710078","https://openalex.org/W2947224089","https://openalex.org/W2949109425","https://openalex.org/W2962735936","https://openalex.org/W2969881555","https://openalex.org/W2971759879","https://openalex.org/W2995988440","https://openalex.org/W3083061002","https://openalex.org/W4235740867","https://openalex.org/W4236765470","https://openalex.org/W4243685323","https://openalex.org/W4249134572","https://openalex.org/W6637813921","https://openalex.org/W7033450305"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}