{"id":"https://openalex.org/W4321097832","doi":"https://doi.org/10.1007/s10639-023-11611-0","title":"Learning analytics in programming courses: Review and implications","display_name":"Learning analytics in programming courses: Review and implications","publication_year":2023,"publication_date":"2023-02-16","ids":{"openalex":"https://openalex.org/W4321097832","doi":"https://doi.org/10.1007/s10639-023-11611-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-023-11611-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-023-11611-0","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"Education and Information Technologies","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/A5087758819","display_name":"Uzma Omer","orcid":"https://orcid.org/0000-0002-8479-026X"},"institutions":[{"id":"https://openalex.org/I5100685","display_name":"University of Education","ror":"https://ror.org/052z7nw84","country_code":"PK","type":"education","lineage":["https://openalex.org/I5100685"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Uzma Omer","raw_affiliation_strings":["University of Education, Township, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Education, Township, Lahore, Pakistan","institution_ids":["https://openalex.org/I5100685"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052113730","display_name":"Rabia Tehseen","orcid":"https://orcid.org/0000-0001-9718-5563"},"institutions":[{"id":"https://openalex.org/I192392021","display_name":"University of Central Punjab","ror":"https://ror.org/04g0mqe67","country_code":"PK","type":"education","lineage":["https://openalex.org/I192392021"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Rabia Tehseen","raw_affiliation_strings":["University of Central Punjab, Johar Town, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Punjab, Johar Town, Lahore, Pakistan","institution_ids":["https://openalex.org/I192392021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052791434","display_name":"Muhammad Shoaib Farooq","orcid":"https://orcid.org/0000-0003-3263-2646"},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Shoaib Farooq","raw_affiliation_strings":["University of Management and Technology, Johar Town, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Management and Technology, Johar Town, Lahore, Pakistan","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010064223","display_name":"Adnan Abid","orcid":"https://orcid.org/0000-0003-2602-2876"},"institutions":[{"id":"https://openalex.org/I79571142","display_name":"Virtual University of Pakistan","ror":"https://ror.org/00ya1zd25","country_code":"PK","type":"education","lineage":["https://openalex.org/I79571142"]},{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Adnan Abid","raw_affiliation_strings":["University of Management and Technology, Johar Town, Lahore, Pakistan","Virtual University of Pakistan, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Management and Technology, Johar Town, Lahore, Pakistan","institution_ids":["https://openalex.org/I87482320"]},{"raw_affiliation_string":"Virtual University of Pakistan, Lahore, Pakistan","institution_ids":["https://openalex.org/I79571142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010064223","https://openalex.org/A5052113730","https://openalex.org/A5052791434","https://openalex.org/A5087758819"],"corresponding_institution_ids":["https://openalex.org/I192392021","https://openalex.org/I5100685","https://openalex.org/I79571142","https://openalex.org/I87482320"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":2.2786,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90037681,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"28","issue":"9","first_page":"11221","last_page":"11268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9995999932289124,"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":0.9995999932289124,"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":0.993399977684021,"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":0.9455999732017517,"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/learning-analytics","display_name":"Learning analytics","score":0.8386095762252808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7385129332542419},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6161035895347595},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5840649604797363},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5797759294509888},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.4292134940624237},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3409472703933716}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.8386095762252808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7385129332542419},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6161035895347595},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5840649604797363},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5797759294509888},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.4292134940624237},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3409472703933716},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-023-11611-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-023-11611-0","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7200000286102295,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W51600894","https://openalex.org/W1898103075","https://openalex.org/W1975675278","https://openalex.org/W1975767110","https://openalex.org/W1981737236","https://openalex.org/W1993992063","https://openalex.org/W2001774862","https://openalex.org/W2010360759","https://openalex.org/W2022406111","https://openalex.org/W2023735971","https://openalex.org/W2045679466","https://openalex.org/W2046548370","https://openalex.org/W2053171955","https://openalex.org/W2054122003","https://openalex.org/W2066898638","https://openalex.org/W2067438752","https://openalex.org/W2070405152","https://openalex.org/W2077361439","https://openalex.org/W2088523208","https://openalex.org/W2123536472","https://openalex.org/W2162700863","https://openalex.org/W2181737690","https://openalex.org/W2182887552","https://openalex.org/W2184175048","https://openalex.org/W2185586700","https://openalex.org/W2188854061","https://openalex.org/W2264893711","https://openalex.org/W2344871906","https://openalex.org/W2529553635","https://openalex.org/W2553117221","https://openalex.org/W2558405268","https://openalex.org/W2559314122","https://openalex.org/W2559328098","https://openalex.org/W2566116293","https://openalex.org/W2569975149","https://openalex.org/W2593348673","https://openalex.org/W2593973511","https://openalex.org/W2594067590","https://openalex.org/W2595123435","https://openalex.org/W2611782349","https://openalex.org/W2617818591","https://openalex.org/W2624521336","https://openalex.org/W2744654051","https://openalex.org/W2753786854","https://openalex.org/W2753916483","https://openalex.org/W2763893390","https://openalex.org/W2771211428","https://openalex.org/W2773436996","https://openalex.org/W2775577972","https://openalex.org/W2783692670","https://openalex.org/W2788016070","https://openalex.org/W2793234899","https://openalex.org/W2809177283","https://openalex.org/W2809264455","https://openalex.org/W2885000341","https://openalex.org/W2886081451","https://openalex.org/W2886633443","https://openalex.org/W2890544186","https://openalex.org/W2892023985","https://openalex.org/W2893090649","https://openalex.org/W2898171588","https://openalex.org/W2901067297","https://openalex.org/W2904368024","https://openalex.org/W2910922655","https://openalex.org/W2916594277","https://openalex.org/W2921470700","https://openalex.org/W2921496907","https://openalex.org/W2921976894","https://openalex.org/W2922179607","https://openalex.org/W2945336602","https://openalex.org/W2953885385","https://openalex.org/W2963127762","https://openalex.org/W2976440338","https://openalex.org/W3000065748","https://openalex.org/W3006528993","https://openalex.org/W3009693253","https://openalex.org/W3011915042","https://openalex.org/W3021110554","https://openalex.org/W3028243744","https://openalex.org/W3034267728","https://openalex.org/W3081269768","https://openalex.org/W3106485872","https://openalex.org/W3120353537","https://openalex.org/W3157128734","https://openalex.org/W3163777542","https://openalex.org/W3184620682","https://openalex.org/W3193293194","https://openalex.org/W3197111965","https://openalex.org/W3198068212","https://openalex.org/W3198541328","https://openalex.org/W3210314921","https://openalex.org/W4200058947","https://openalex.org/W4200435524","https://openalex.org/W4206901719","https://openalex.org/W4206915846","https://openalex.org/W4214846534","https://openalex.org/W4236765470","https://openalex.org/W4285113615","https://openalex.org/W6766464968"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W3061763893","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2768832457","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W605203981","https://openalex.org/W2911048623"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
