{"id":"https://openalex.org/W2611782349","doi":"https://doi.org/10.1109/tetc.2017.2701201","title":"Integrating Programming Learning Analytics Across Physical and Digital Space","display_name":"Integrating Programming Learning Analytics Across Physical and Digital Space","publication_year":2017,"publication_date":"2017-05-03","ids":{"openalex":"https://openalex.org/W2611782349","doi":"https://doi.org/10.1109/tetc.2017.2701201","mag":"2611782349"},"language":"en","primary_location":{"id":"doi:10.1109/tetc.2017.2701201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2017.2701201","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Emerging Topics in Computing","raw_type":"journal-article"},"type":"article","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/A5057147679","display_name":"I\u2010Han Hsiao","orcid":"https://orcid.org/0000-0002-1888-3951"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"I-Han Hsiao","raw_affiliation_strings":["Arizona State University, Tempe, USA"],"raw_orcid":"https://orcid.org/0000-0002-1888-3951","affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080922395","display_name":"Po-Kai Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Po-Kai Huang","raw_affiliation_strings":["Arizona State University, Tempe, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075454527","display_name":"Hannah Murphy","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hannah Murphy","raw_affiliation_strings":["Arizona State University, Tempe, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":1.5018,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85606104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":"1","first_page":"206","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9947999715805054,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9945999979972839,"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/computer-science","display_name":"Computer science","score":0.7782227993011475},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.7587765455245972},{"id":"https://openalex.org/keywords/attendance","display_name":"Attendance","score":0.7141777873039246},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7011018991470337},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5402033925056458},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.43128499388694763},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4206065535545349},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36327800154685974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34070539474487305},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1060139536857605}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7782227993011475},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.7587765455245972},{"id":"https://openalex.org/C2778173179","wikidata":"https://www.wikidata.org/wiki/Q25339289","display_name":"Attendance","level":2,"score":0.7141777873039246},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7011018991470337},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5402033925056458},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.43128499388694763},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4206065535545349},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36327800154685974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34070539474487305},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1060139536857605},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetc.2017.2701201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2017.2701201","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Emerging Topics in Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.75,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1492802215","https://openalex.org/W1552607507","https://openalex.org/W1568056540","https://openalex.org/W1578652389","https://openalex.org/W1710333953","https://openalex.org/W1971973232","https://openalex.org/W1975412832","https://openalex.org/W1980849679","https://openalex.org/W1992535080","https://openalex.org/W1994211543","https://openalex.org/W2010593734","https://openalex.org/W2010682890","https://openalex.org/W2030715173","https://openalex.org/W2038924341","https://openalex.org/W2049723329","https://openalex.org/W2066526711","https://openalex.org/W2086699924","https://openalex.org/W2089010774","https://openalex.org/W2095907159","https://openalex.org/W2105507325","https://openalex.org/W2111760158","https://openalex.org/W2126436154","https://openalex.org/W2148585347","https://openalex.org/W2157565254","https://openalex.org/W2336397500","https://openalex.org/W2512344899","https://openalex.org/W2560140854","https://openalex.org/W2572598487","https://openalex.org/W2578745363","https://openalex.org/W2604718839","https://openalex.org/W3160424667","https://openalex.org/W3162433732","https://openalex.org/W4229635495","https://openalex.org/W6633245109","https://openalex.org/W6731750960","https://openalex.org/W6732083752"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2768832457","https://openalex.org/W2804624249","https://openalex.org/W605203981","https://openalex.org/W2560130217","https://openalex.org/W2911048623"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3],"study":[4,35,39],"students'":[5,58],"learning":[6,59,131],"effectiveness":[7],"through":[8,61],"their":[9,62,103],"use":[10,63],"of":[11,28,64,79],"a":[12,33,37,41,49],"homegrown":[13],"innovative":[14],"educational":[15],"technology,":[16],"Web":[17],"Programming":[18],"Grading":[19],"Assistant":[20],"(WPGA),":[21],"which":[22],"facilitates":[23],"grading":[24],"and":[25,36,56,73,98,105,122,137],"feedback":[26],"delivery":[27],"paper-based":[29],"assessments.":[30],"We":[31,47,54],"designed":[32],"lab":[34],"classroom":[38],"from":[40],"lower-division":[42],"blended-instruction":[43],"computer":[44],"science":[45],"course.":[46],"evaluated":[48],"partial":[50],"credit":[51],"assignment":[52],"algorithm.":[53],"tracked":[55],"modeled":[57],"behaviors":[60],"WPGA.":[65],"Results":[66],"showed":[67],"that":[68],"students":[69,91],"demonstrated":[70],"an":[71],"effort":[72],"desire":[74],"to":[75,101,129],"review":[76,102],"assessments":[77],"regardless":[78],"if":[80],"they":[81],"were":[82,99],"graded":[83],"for":[84,88],"academic":[85],"performance":[86],"or":[87],"attendance.":[89],"Diligent":[90],"achieved":[92],"higher":[93],"exam":[94],"scores":[95],"on":[96],"average":[97],"found":[100],"exams":[104],"the":[106,126,135],"correct":[107],"questions":[108],"frequently.":[109],"Additionally,":[110],"student":[111],"cohorts":[112],"exhibited":[113],"similar":[114],"initial":[115],"reviewing":[116,121],"patterns,":[117],"but":[118],"different":[119],"in-depth":[120],"reflecting":[123],"strategies.":[124],"Ultimately,":[125],"work":[127],"contributes":[128],"multidimensional":[130],"analytics":[132],"aggregation":[133],"across":[134],"physical":[136],"cybersphere.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}