{"id":"https://openalex.org/W220856182","doi":null,"title":"Predictors of Performance in the Virtual Classroom: Identifying and Helping At-Risk Cyber-Students","display_name":"Predictors of Performance in the Virtual Classroom: Identifying and Helping At-Risk Cyber-Students","publication_year":2002,"publication_date":"2002-05-01","ids":{"openalex":"https://openalex.org/W220856182","mag":"220856182"},"language":"en","primary_location":{"id":"mag:220856182","doi":null,"is_oa":false,"landing_page_url":"https://www.questia.com/library/journal/1G1-87209156/predictors-of-performance-in-the-virtual-classroom","pdf_url":null,"source":{"id":"https://openalex.org/S2764508662","display_name":"T.H.E. Journal Technological Horizons in Education","issn_l":"0192-592X","issn":["0192-592X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4327988815","host_organization_name":"Information Synergy","host_organization_lineage":["https://openalex.org/P4327988815"],"host_organization_lineage_names":["Information Synergy"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"T.H.E. Journal Technological Horizons in Education","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5033388029","display_name":"Alvin Y. Wang","orcid":"https://orcid.org/0000-0003-4430-9563","observed_orcids":["https://orcid.org/0000-0003-4430-9563"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alvin Y. Wang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4430-9563","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5075252888","display_name":"Michael H. Newlin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael H. Newlin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.5805,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.94633231,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"29","issue":"10","first_page":"21","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9976000189781189,"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/T11122","display_name":"Online Learning and Analytics","score":0.0013000000035390258,"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.00019999999494757503,"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/at-risk-students","display_name":"at-risk students","score":0.8420000076293945},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.7269999980926514},{"id":"https://openalex.org/keywords/virtual-learning-environments","display_name":"virtual learning environments","score":0.7960000038146973},{"id":"https://openalex.org/keywords/student-performance","display_name":"student performance","score":0.5080000162124634},{"id":"https://openalex.org/keywords/student-attrition","display_name":"student attrition","score":0.7990000247955322},{"id":"https://openalex.org/keywords/online-course-completion","display_name":"online course completion","score":0.367000013589859},{"id":"https://openalex.org/keywords/student-support-strategies","display_name":"student support strategies","score":0.4699999988079071},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"asynchronous communication","score":0.4749999940395355},{"id":"https://openalex.org/keywords/synchronous-communication","display_name":"synchronous communication","score":0.7870000004768372},{"id":"https://openalex.org/keywords/student-readiness-assessment","display_name":"student readiness assessment","score":0.4909999966621399},{"id":"https://openalex.org/keywords/instructor-student-interaction","display_name":"instructor-student interaction","score":0.6420000195503235},{"id":"https://openalex.org/keywords/distance-education","display_name":"distance education","score":0.3919999897480011},{"id":"https://openalex.org/keywords/student-apathy","display_name":"student apathy","score":0.5180000066757202},{"id":"https://openalex.org/keywords/course-format-comparison","display_name":"course format comparison","score":0.414000004529953},{"id":"https://openalex.org/keywords/student-self-regulation","display_name":"student self-regulation","score":0.4059999883174896},{"id":"https://openalex.org/keywords/student-self-efficacy","display_name":"student self-efficacy","score":0.328000009059906}],"concepts":[{"id":"https://openalex.org/C45504901","wikidata":"https://www.wikidata.org/wiki/Q935222","display_name":"Syllabus","level":2,"score":0.716839611530304},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.625778079032898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5077601671218872},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4547840356826782},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4518227279186249},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.43305355310440063},{"id":"https://openalex.org/C2984132187","wikidata":"https://www.wikidata.org/wiki/Q159595","display_name":"Virtual classroom","level":2,"score":0.41186562180519104},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.41050955653190613},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3990301787853241},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25345444679260254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0981915295124054}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:220856182","doi":null,"is_oa":false,"landing_page_url":"https://www.questia.com/library/journal/1G1-87209156/predictors-of-performance-in-the-virtual-classroom","pdf_url":null,"source":{"id":"https://openalex.org/S2764508662","display_name":"T.H.E. Journal Technological Horizons in Education","issn_l":"0192-592X","issn":["0192-592X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4327988815","host_organization_name":"Information Synergy","host_organization_lineage":["https://openalex.org/P4327988815"],"host_organization_lineage_names":["Information Synergy"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"T.H.E. Journal Technological Horizons in Education","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.975600004196167,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7057190108","https://openalex.org/W1932931327","https://openalex.org/W614129928","https://openalex.org/W6982770382","https://openalex.org/W2584551512","https://openalex.org/W2801787057","https://openalex.org/W2256806064","https://openalex.org/W1933287171","https://openalex.org/W2131299766","https://openalex.org/W114732943"],"abstract_inverted_index":{"The":[0,215],"ability":[1],"of":[2,57,119,125,134,182,217,243,263,272,330,408,421,466,515,547,560,570],"instructors":[3,470],"to":[4,54,188,207,227,251,254,258,308,313,324,338,380,399,577],"identify":[5],"at-risk":[6,68,108],"cyber-students":[7],"quickly":[8],"is":[9,223],"critical":[10],"because":[11],"the":[12,26,44,55,71,120,126,157,191,198,241,268,279,292,297,316,319,352,393,400,435,489,552],"usual":[13],"cues":[14,31],"associated":[15],"with":[16],"student":[17,482],"anxiety,":[18],"inattentiveness":[19],"or":[20,390],"apathy":[21],"are":[22,39,47,90,276,452,471,511,557,566],"not":[23,48,91,512,538,558],"present":[24],"in":[25,43,70,94,102,128,143,170,234,267,442,488,542],"virtual":[27,72,490],"classroom.":[28,73,491],"For":[29,350],"instance,":[30,351],"such":[32,78,295,506],"as":[33,79,296,303,305,477,484,486,499,507,544],"frowning,":[34],"fidgeting":[35],"and":[36,82,179,205,301,344,395,411,418,431,493,509,519,549],"daydreaming,":[37],"which":[38,235,451],"often":[40],"readily":[41],"apparent":[42],"conventional":[45,76,178,265],"classroom,":[46],"observable":[49],"by":[50],"Web-based":[51,95,144,153,245,269,348],"instructors.":[52],"Due":[53],"lack":[56],"these":[58,135,211,473],"traditional":[59],"cues,":[60],"cyber-instructors":[61,98,115],"must":[62,99],"develop":[63],"other":[64],"strategies":[65,104,113,136],"for":[66,86,105,190,315,369,481,551],"identifying":[67],"students":[69,89,287,337,360,379,574],"In":[74,156,403,458],"addition,":[75],"solutions,":[77],"office":[80],"hours":[81],"graduate":[83],"teaching":[84],"assistants,":[85],"assisting":[87],"low-performing":[88],"typically":[92,175],"available":[93,277],"classes.":[96,155,246],"Therefore,":[97,247],"be":[100,525],"creative":[101],"devising":[103],"helping":[106,129],"their":[107,130,340,367],"students.":[109,131],"We":[110,148,196],"describe":[111,328,463],"several":[112,464],"whereby":[114],"can":[116,137,288,475],"take":[117,578],"advantage":[118],"technologically":[121],"rich":[122],"learning":[123,213,354],"environment":[124],"Internet":[127,256],"Effective":[132],"use":[133,197,255],"also":[138,376],"help":[139],"reduce":[140],"attrition":[141],"rates":[142],"courses.":[145,349,580],"Web-Based":[146],"Instruction":[147],"have":[149,162,249,387,532],"taught":[150,163],"three":[151],"different":[152],"psychology":[154],"past":[158],"five":[159],"years":[160],"we":[161,174,248,461,556],"more":[164],"than":[165,238],"30":[166],"online":[167,180,228,309,363,371,401,405,445,579],"sections":[168,181],"and,":[169],"any":[171,388,561],"given":[172],"semester,":[173],"teach":[176],"concurrent":[177],"a":[183,361,448,455,500,526,533,545],"class.":[184],"Students":[185],"freely":[186],"choose":[187,576],"register":[189,314],"class":[192,221],"format":[193],"they":[194,386],"desire.":[195],"same":[199],"course":[200,218,274,280,293,409],"syllabus,":[201,298],"textbook,":[202],"homework":[203],"assignments":[204],"examinations":[206],"facilitate":[208],"comparisons":[209],"across":[210,220],"two":[212],"formats.":[214],"equivalence":[216],"materials":[219,275,410],"formats":[222],"purposeful.":[224],"Our":[225,373],"approach":[226,307],"instruction":[229,310],"has":[230,322],"always":[231],"been":[232],"one":[233],"pedagogy":[236],"rather":[237],"technology":[239,257],"guides":[240],"design":[242],"our":[244,264,273,306,404,443],"attempted":[250],"find":[252],"ways":[253],"re-create":[259],"important":[260],"pedagogical":[261],"aspects":[262],"classes":[266],"format.":[270],"Many":[271],"on":[278,454],"home":[281,320,374],"page.":[282],"This":[283],"means":[284],"that":[285,327,365,528,564],"prospective":[286,336,378],"obtain":[289],"information":[290,433],"about":[291,392],"content,":[294],"grading":[299],"policy":[300],"calendar,":[302],"well":[304,485],"before":[311,383],"deciding":[312],"course.":[317,372,402],"Further,":[318],"page":[321,375],"links":[323,334],"Web":[325,436],"sites":[326],"characteristics":[329,343,505],"successful":[331],"cyber-students.":[332],"These":[333],"allow":[335],"evaluate":[339],"own":[341],"learner":[342],"technological":[345,396,534],"proficiencies":[346],"regarding":[347],"distance":[353],"link":[355],"found":[356],"at":[357],"www.petersons.com":[358],"offers":[359],"short":[362],"survey":[364],"evaluates":[366],"readiness":[368],"an":[370],"encourages":[377],"contact":[381],"us":[382],"registration":[384],"if":[385],"concerns":[389],"questions":[391],"content":[394],"demands":[397],"inherent":[398],"class,":[406],"delivery":[407],"instructor-student":[412],"interactions":[413],"occur":[414],"via":[415],"both":[416],"asynchronous":[417],"synchronous":[419],"modes":[420,424],"communication.":[422],"Asynchronous":[423],"include":[425],"e-mail,":[426],"fax,":[427],"forum":[428],"(discussion)":[429],"postings":[430],"downloadable":[432],"from":[434],"site.":[437],"Synchronous":[438],"communication":[439],"occurs":[440],"primarily":[441],"90-minute":[444],"lectures":[446],"using":[447],"chat":[449],"room,":[450],"scheduled":[453],"weekly":[456],"basis.":[457],"this":[459],"article":[460],"will":[462],"predictors":[465,474,514,569],"cyber-student":[467,516],"performance.":[468],"If":[469],"vigilant,":[472],"serve":[476],"early":[478],"warning":[479],"indicators":[480],"failure":[483],"success":[487],"Demographic":[492],"Educational":[494],"Predictors":[495],"It":[496],"may":[497,524],"come":[498],"surprise,":[501],"but":[502],"basic":[503],"demographic":[504,568],"gender":[508,548],"age":[510,550],"reliable":[513,567],"performance":[517,543,571],"(Wang":[518],"Newlin":[520],"2000).":[521],"While":[522],"there":[523,565],"perception":[527],"male":[529],"teen-agers":[530],"might":[531],"advantage,":[535],"research":[536,562],"does":[537],"show":[539],"systematic":[540],"differences":[541],"function":[546],"college":[553,573],"population.":[554],"Indeed,":[555],"aware":[559],"demonstrating":[563],"among":[572],"who":[575],"\u2026":[581]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2016-06-24T00:00:00"}
