{"id":"https://openalex.org/W2773214921","doi":"https://doi.org/10.1109/fie.2017.8190623","title":"Using pre-course survey responses to predict sporadic learner behaviors in advanced STEM MOOCs work-in-progress","display_name":"Using pre-course survey responses to predict sporadic learner behaviors in advanced STEM MOOCs work-in-progress","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2773214921","doi":"https://doi.org/10.1109/fie.2017.8190623","mag":"2773214921"},"language":"en","primary_location":{"id":"doi:10.1109/fie.2017.8190623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2017.8190623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5069166397","display_name":"Harsh Aggarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harsh Wardhan Aggarwal","raw_affiliation_strings":["School of Industrial Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032668705","display_name":"Peter Bermel","orcid":"https://orcid.org/0000-0001-7140-0667"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Bermel","raw_affiliation_strings":["School of Engineering Education, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Education, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077147696","display_name":"Nathan Hicks","orcid":"https://orcid.org/0000-0003-2512-8484"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan M Hicks","raw_affiliation_strings":["School of Electrical & Computer Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical & Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049462632","display_name":"Kerrie Douglas","orcid":"https://orcid.org/0000-0002-2693-5272"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kerrie A. Douglas","raw_affiliation_strings":["School of Engineering Education, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Education, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010523949","display_name":"Heidi Diefes\u2010Dux","orcid":"https://orcid.org/0000-0003-3635-1825"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heidi A. Diefes-Dux","raw_affiliation_strings":["School of Engineering Education, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Education, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032042504","display_name":"Krishna Madhavan","orcid":"https://orcid.org/0000-0002-1234-413X"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Krishna Madhavan","raw_affiliation_strings":["School of Engineering Education, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Education, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.5123,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61534829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9175000190734863,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/clickstream","display_name":"Clickstream","score":0.8134950995445251},{"id":"https://openalex.org/keywords/massive-open-online-course","display_name":"Massive open online course","score":0.7663028240203857},{"id":"https://openalex.org/keywords/preparedness","display_name":"Preparedness","score":0.6832478046417236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5610184669494629},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.46887707710266113},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.44956326484680176},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4231809973716736},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3879004418849945},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3337767422199249},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33109715580940247},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3061547875404358},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17005014419555664},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.16919317841529846},{"id":"https://openalex.org/keywords/web-2.0","display_name":"Web 2.0","score":0.08755496144294739}],"concepts":[{"id":"https://openalex.org/C138744977","wikidata":"https://www.wikidata.org/wiki/Q5132438","display_name":"Clickstream","level":5,"score":0.8134950995445251},{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.7663028240203857},{"id":"https://openalex.org/C2777042776","wikidata":"https://www.wikidata.org/wiki/Q4583103","display_name":"Preparedness","level":2,"score":0.6832478046417236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5610184669494629},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.46887707710266113},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.44956326484680176},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4231809973716736},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3879004418849945},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3337767422199249},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33109715580940247},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3061547875404358},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17005014419555664},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.16919317841529846},{"id":"https://openalex.org/C136699151","wikidata":"https://www.wikidata.org/wiki/Q131164","display_name":"Web 2.0","level":3,"score":0.08755496144294739},{"id":"https://openalex.org/C127613066","wikidata":"https://www.wikidata.org/wiki/Q557770","display_name":"Web API","level":4,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie.2017.8190623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2017.8190623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1571797068","https://openalex.org/W2032096295","https://openalex.org/W2071949631","https://openalex.org/W2136023023","https://openalex.org/W2151570219","https://openalex.org/W2161072671","https://openalex.org/W2557338358","https://openalex.org/W2558855705","https://openalex.org/W2566635253","https://openalex.org/W2598738352","https://openalex.org/W6634195630","https://openalex.org/W6729723427"],"related_works":["https://openalex.org/W1493153155","https://openalex.org/W2789872759","https://openalex.org/W2154850984","https://openalex.org/W2975622968","https://openalex.org/W2395287825","https://openalex.org/W2999859704","https://openalex.org/W4389608763","https://openalex.org/W2352626522","https://openalex.org/W2773214921","https://openalex.org/W2557338358"],"abstract_inverted_index":{"Massive":[0],"Open":[1],"Online":[2],"Courses":[3],"(MOOCs)":[4],"attract":[5],"learners":[6,27,42,84,104],"with":[7,117],"different":[8],"learner":[9,137],"intentions,":[10,138],"background":[11],"knowledge,":[12],"and":[13,35,98,139],"skills":[14],"as":[15,73],"compared":[16],"to":[17,101,146],"traditional,":[18],"closed":[19],"enrollment":[20],"settings.":[21],"This":[22],"level":[23],"of":[24,83,121,123,130],"diversity":[25],"in":[26,48,51,74,85,105],"introduces":[28],"new":[29],"factors":[30],"that":[31,134],"impact":[32],"student":[33],"persistence":[34],"engagement.":[36],"Previous":[37],"research":[38],"has":[39],"analyzed":[40],"MOOC":[41,114],"who":[43,64],"are":[44],"either":[45],"fully":[46],"engaged":[47],"a":[49,86,106,113,118,128],"course":[50,59,66],"its":[52],"entirety":[53],"or":[54],"at":[55],"least":[56],"consistently":[57],"accessing":[58],"materials.":[60],"Sporadic":[61],"users,":[62],"those":[63],"access":[65],"content":[67],"randomly,":[68],"have":[69],"not":[70],"been":[71],"studied":[72],"depth,":[75],"even":[76],"though":[77],"they":[78],"comprise":[79],"the":[80],"largest":[81],"number":[82],"highly":[87,107],"advanced":[88,108],"engineering":[89],"MOOC.":[90,110],"In":[91],"this":[92],"study,":[93],"we":[94],"use":[95],"clickstream":[96],"data":[97,100],"pre-survey":[99],"understand":[102],"sporadic":[103,148],"nanoelectronics":[109],"We":[111,132],"used":[112,145],"on":[115],"nanotechnology":[116],"total":[119],"enrolment":[120],"close":[122],"10,000":[124],"users":[125],"offered":[126],"for":[127],"duration":[129],"8-weeks.":[131],"identified":[133],"academic":[135],"preparedness,":[136],"expected":[140],"time":[141],"commitment":[142],"could":[143],"be":[144],"predict":[147],"users.":[149],"Finally,":[150],"an":[151],"effect":[152],"size":[153],"analysis":[154],"was":[155],"performed.":[156]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
