{"id":"https://openalex.org/W4386562976","doi":"https://doi.org/10.32388/1z4u56","title":"Cybernetic-Based Instruction: An Innovative Learning Model in the Digital Age","display_name":"Cybernetic-Based Instruction: An Innovative Learning Model in the Digital Age","publication_year":2023,"publication_date":"2023-09-08","ids":{"openalex":"https://openalex.org/W4386562976","doi":"https://doi.org/10.32388/1z4u56"},"language":"en","primary_location":{"id":"doi:10.32388/1z4u56","doi":"https://doi.org/10.32388/1z4u56","is_oa":true,"landing_page_url":"https://doi.org/10.32388/1z4u56","pdf_url":"https://www.qeios.com/read/1Z4U56/pdf","source":{"id":"https://openalex.org/S4210177074","display_name":"Qeios","issn_l":"2632-3834","issn":["2632-3834"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Qeios","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.qeios.com/read/1Z4U56/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062459569","display_name":"Amina Suleiman Rajah","orcid":"https://orcid.org/0000-0002-3506-2098","observed_orcids":["https://orcid.org/0000-0002-3506-2098"]},"institutions":[{"id":"https://openalex.org/I919958821","display_name":"Bayero University Kano","ror":"https://ror.org/049pzty39","country_code":"NG","type":"education","lineage":["https://openalex.org/I919958821"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Amina Rajah","raw_affiliation_strings":["Bayero University Kano"],"raw_orcid":"https://orcid.org/0000-0002-3506-2098","affiliations":[{"raw_affiliation_string":"Bayero University Kano","institution_ids":["https://openalex.org/I919958821"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5062459569"],"corresponding_institution_ids":["https://openalex.org/I919958821"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"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/T14496","display_name":"Educational Technology and E-Learning","score":0.39719998836517334,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14496","display_name":"Educational Technology and E-Learning","score":0.39719998836517334,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14498","display_name":"Educational Technology in Learning","score":0.19949999451637268,"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/T13081","display_name":"Digital Education and Society","score":0.07509999722242355,"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/self-education","display_name":"self-education","score":0.8230000138282776},{"id":"https://openalex.org/keywords/student-centered-learning","display_name":"student-centered learning","score":0.9079999923706055},{"id":"https://openalex.org/keywords/educational-technology","display_name":"educational technology","score":0.7120000123977661},{"id":"https://openalex.org/keywords/interactive-learning","display_name":"interactive learning","score":0.5799999833106995},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.8349999785423279},{"id":"https://openalex.org/keywords/data-driven-learning","display_name":"data-driven learning","score":0.8830000162124634},{"id":"https://openalex.org/keywords/computer-simulation","display_name":"computer simulation","score":0.6439999938011169},{"id":"https://openalex.org/keywords/virtual-reality-in-education","display_name":"virtual reality in education","score":0.9599999785423279},{"id":"https://openalex.org/keywords/artificial-intelligence-in-education","display_name":"artificial intelligence in education","score":0.9470000267028809},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.460999995470047},{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"lifelong learning","score":0.41600000858306885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6496361494064331},{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.646478533744812},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5538844466209412},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5259739756584167},{"id":"https://openalex.org/C115286129","wikidata":"https://www.wikidata.org/wiki/Q123637","display_name":"Cybernetics","level":2,"score":0.5187326073646545},{"id":"https://openalex.org/C2780468074","wikidata":"https://www.wikidata.org/wiki/Q16628824","display_name":"Digital learning","level":2,"score":0.4888550639152527},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46647199988365173},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.456259548664093},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4495115876197815},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.44930508732795715},{"id":"https://openalex.org/C178624890","wikidata":"https://www.wikidata.org/wiki/Q17056636","display_name":"Instructional simulation","level":3,"score":0.41278812289237976},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3502301573753357},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2332107424736023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21142986416816711},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.21055778861045837},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2017485797405243},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16042757034301758},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.13045734167099},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11921241879463196},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32388/1z4u56","doi":"https://doi.org/10.32388/1z4u56","is_oa":true,"landing_page_url":"https://doi.org/10.32388/1z4u56","pdf_url":"https://www.qeios.com/read/1Z4U56/pdf","source":{"id":"https://openalex.org/S4210177074","display_name":"Qeios","issn_l":"2632-3834","issn":["2632-3834"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Qeios","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.32388/1z4u56","doi":"https://doi.org/10.32388/1z4u56","is_oa":true,"landing_page_url":"https://doi.org/10.32388/1z4u56","pdf_url":"https://www.qeios.com/read/1Z4U56/pdf","source":{"id":"https://openalex.org/S4210177074","display_name":"Qeios","issn_l":"2632-3834","issn":["2632-3834"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Qeios","raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.9901999831199646},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386562976.pdf","grobid_xml":"https://content.openalex.org/works/W4386562976.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1527571715","https://openalex.org/W1998353105","https://openalex.org/W2189260912","https://openalex.org/W2563329914","https://openalex.org/W3008836909","https://openalex.org/W3014631472","https://openalex.org/W3026354358","https://openalex.org/W4381838686"],"related_works":["https://openalex.org/W4387454575","https://openalex.org/W7213861177","https://openalex.org/W6981384190","https://openalex.org/W4410029013","https://openalex.org/W4405401557","https://openalex.org/W7167922452","https://openalex.org/W4413952008","https://openalex.org/W4411970925","https://openalex.org/W3107081769","https://openalex.org/W7171645184"],"abstract_inverted_index":{"Education":[0],"is":[1,74,92,120,150,170,263],"both":[2],"a":[3,8,54,121,146,209,245],"basic":[4],"human":[5],"right":[6],"and":[7,22,26,43,65,104,130,175,183,197,212,220,233,265,278,289,299],"core":[9],"element":[10],"of":[11,36,39,46,60,70,96,123,138,167,173,203,242,271,291,305],"sustainable":[12],"development.":[13],"Sustainable":[14],"Development":[15],"Goal":[16],"4":[17],"seeks":[18],"to":[19,81,88,93,159,207,222,273,296],"\u201censure":[20],"inclusive":[21],"equitable":[23],"quality":[24],"education":[25,64,262,298],"promote":[27],"lifelong":[28],"learning":[29,66,72,91,115,153,162,214,247,280],"opportunities":[30],"for":[31,302],"all.\u201d":[32],"With":[33],"the":[34,44,47,58,71,111,114,127,132,136,139,143,161,171,187,193,240,250,260,269,285,303,306],"advancement":[35,206],"technology,":[37],"enrichment":[38],"online":[40,105],"educational":[41,49,184],"resources,":[42],"use":[45,95],"internet,":[48],"institutions":[50],"worldwide":[51],"are":[52],"witnessing":[53],"massive":[55],"trend":[56],"towards":[57,134],"integration":[59],"technology":[61,97,190,257],"within":[62],"their":[63],"methodology.":[67],"The":[68,253],"fulcrum":[69],"process":[73,198],"being":[75],"altered":[76],"from":[77],"teacher-centered,":[78],"direct":[79],"instruction":[80],"student-centered":[82,90],"or":[83],"active":[84],"learning.":[85],"One":[86],"way":[87,194,261],"achieve":[89],"make":[94],"by":[98,141],"incorporating":[99],"interactive":[100,211],"learning,":[101,224],"video":[102],"lessons,":[103],"interaction,":[106],"where":[107],"students":[108,133],"can":[109],"take":[110],"initiative":[112],"in":[113,125,177,249,256],"process.":[116],"Cybernetic-Based":[117],"Instruction":[118],"(CBI)":[119],"form":[122],"self-instruction":[124],"which":[126,169],"teacher":[128],"facilitates":[129],"guides":[131],"achieving":[135],"objectives":[137],"lesson":[140],"utilizing":[142],"internet":[144],"as":[145,226,244],"search":[147],"tool.":[148],"CBI":[149,200,243,267],"an":[151,275],"innovative":[152],"model":[154,248],"that":[155],"leverages":[156],"digital":[157,188,251,307],"technologies":[158],"enhance":[160],"experience.":[163],"It":[164,216],"combines":[165],"principles":[166,270],"cybernetics,":[168],"study":[172],"control":[174],"communication":[176],"complex":[178],"systems,":[179],"with":[180],"instructional":[181],"design":[182],"technology.":[185],"In":[186],"age,":[189],"has":[191],"transformed":[192],"we":[195],"access":[196],"information.":[199],"takes":[201],"advantage":[202],"this":[204],"technological":[205],"create":[208,274],"more":[210],"dynamic":[213],"environment.":[215,281],"employs":[217],"various":[218],"tools":[219],"techniques":[221],"facilitate":[223],"such":[225],"computer":[227],"simulations,":[228],"virtual":[229],"reality,":[230],"artificial":[231],"intelligence,":[232],"data":[234],"analytics.":[235],"This":[236,282],"review":[237],"paper":[238,283],"explores":[239],"concept":[241],"cutting-edge":[246],"age.":[252],"rapid":[254],"advancements":[255],"have":[258],"revolutionized":[259],"delivered":[264],"received.":[266],"harnesses":[268],"cybernetics":[272],"interactive,":[276],"personalized,":[277],"data-driven":[279],"examines":[284],"key":[286],"features,":[287],"benefits,":[288],"applications":[290],"CBI,":[292],"highlighting":[293],"its":[294],"potential":[295],"transform":[297],"prepare":[300],"learners":[301],"challenges":[304],"era.":[308]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2023-09-10T00:00:00"}
