{"id":"https://openalex.org/W2592537823","doi":"https://doi.org/10.1145/3017680.3017728","title":"A Pedagogical Analysis of Online Coding Tutorials","display_name":"A Pedagogical Analysis of Online Coding Tutorials","publication_year":2017,"publication_date":"2017-03-07","ids":{"openalex":"https://openalex.org/W2592537823","doi":"https://doi.org/10.1145/3017680.3017728","mag":"2592537823"},"language":"en","primary_location":{"id":"doi:10.1145/3017680.3017728","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3017680.3017728","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3017728&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3017728&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053400627","display_name":"Ada S. Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ada S. Kim","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037160778","display_name":"Amy J. Ko","orcid":"https://orcid.org/0000-0001-7461-4783"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy J. Ko","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":null,"apc_paid":null,"fwci":14.6007,"has_fulltext":true,"cited_by_count":100,"citation_normalized_percentile":{"value":0.99456907,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"326"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994000196456909,"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":0.9994000196456909,"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/T10731","display_name":"Educational Games and Gamification","score":0.9937000274658203,"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"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9914000034332275,"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/coding","display_name":"Coding (social sciences)","score":0.7321076393127441},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6940484046936035},{"id":"https://openalex.org/keywords/strengths-and-weaknesses","display_name":"Strengths and weaknesses","score":0.6000876426696777},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.49401503801345825},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.47369813919067383},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4446299970149994},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3901050090789795},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19879424571990967}],"concepts":[{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.7321076393127441},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6940484046936035},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.6000876426696777},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.49401503801345825},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.47369813919067383},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4446299970149994},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3901050090789795},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19879424571990967},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"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:10.1145/3017680.3017728","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3017680.3017728","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3017728&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3017680.3017728","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3017680.3017728","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3017728&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G4283794852","display_name":"HCC: Large: Collaborative Research: Variations to Support Exploratory Programming","funder_award_id":"1314399","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4871391803","display_name":"CER: Collaborative Research: Computing Education through Collaborative Debugging","funder_award_id":"1240786","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4923845405","display_name":null,"funder_award_id":"1314399, 1240786, and 0952733","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2592537823.pdf","grobid_xml":"https://content.openalex.org/works/W2592537823.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W48809960","https://openalex.org/W100530171","https://openalex.org/W1508898124","https://openalex.org/W1549195054","https://openalex.org/W1561697184","https://openalex.org/W1584697775","https://openalex.org/W1591420425","https://openalex.org/W1761828760","https://openalex.org/W1843815982","https://openalex.org/W1975464614","https://openalex.org/W1984964495","https://openalex.org/W1991002385","https://openalex.org/W1998848131","https://openalex.org/W2039014427","https://openalex.org/W2042304893","https://openalex.org/W2063026846","https://openalex.org/W2079172301","https://openalex.org/W2081677445","https://openalex.org/W2084944215","https://openalex.org/W2087042523","https://openalex.org/W2088222016","https://openalex.org/W2091785129","https://openalex.org/W2107189044","https://openalex.org/W2135943618","https://openalex.org/W2137247190","https://openalex.org/W2146496290","https://openalex.org/W2157904933","https://openalex.org/W2196854537","https://openalex.org/W2201046534","https://openalex.org/W2255615127","https://openalex.org/W2290387755","https://openalex.org/W2913712309","https://openalex.org/W3102582668","https://openalex.org/W4234895808","https://openalex.org/W4236333802","https://openalex.org/W4246293254","https://openalex.org/W6633520556","https://openalex.org/W6672209685"],"related_works":["https://openalex.org/W4295769391","https://openalex.org/W2972220648","https://openalex.org/W2332667808","https://openalex.org/W1997921863","https://openalex.org/W3112960490","https://openalex.org/W93605524","https://openalex.org/W2021145421","https://openalex.org/W821271700","https://openalex.org/W2183009720","https://openalex.org/W4250894911"],"abstract_inverted_index":{"Online":[0],"coding":[1,52,87,113],"tutorials":[2,41,65,130],"are":[3],"increasingly":[4],"popular":[5,48],"among":[6],"learners,":[7],"but":[8],"we":[9,21,106],"still":[10],"have":[11],"little":[12],"knowledge":[13,88],"of":[14,25,40,111],"their":[15,123],"quality.":[16],"To":[17],"address":[18],"this":[19],"gap,":[20],"derived":[22],"several":[23],"dimensions":[24],"pedagogical":[26],"effectiveness":[27],"from":[28],"the":[29],"learning":[30],"sciences":[31],"and":[32,35,49,54,57,73,89,98,109,118,128],"education":[33],"literature":[34],"analyzed":[36,55],"a":[37,91],"large":[38],"sample":[39],"against":[42],"these":[43,104],"dimensions.":[44],"We":[45,62],"sampled":[46],"30":[47],"diverse":[50],"online":[51,112],"tutorials,":[53,114],"what":[56],"how":[58,95],"they":[59],"taught":[60,67],"learners.":[61],"found":[63],"that":[64,120],"largely":[66],"similar":[68],"content,":[69],"organized":[70],"content":[71],"bottom-up,":[72],"provided":[74],"goal-directed":[75],"practices":[76],"with":[77],"immediate":[78],"feedback.":[79],"However,":[80],"few":[81,92],"were":[82],"tailored":[83],"to":[84,96,125],"learners'":[85],"prior":[86],"only":[90],"informed":[93],"learners":[94],"transfer":[97],"apply":[99],"learned":[100],"knowledge.":[101],"Based":[102],"on":[103],"results,":[105],"discuss":[107],"strengths":[108],"weaknesses":[110],"opportunities":[115],"for":[116],"improvement,":[117],"recommend":[119],"educators":[121],"point":[122],"students":[124],"educational":[126],"games":[127],"interactive":[129],"over":[131],"other":[132],"tutorial":[133],"genres.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":41},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}