{"id":"https://openalex.org/W2886656734","doi":"https://doi.org/10.1145/3230977.3230980","title":"Self-Efficacy, Cognitive Load, and Emotional Reactions in Collaborative Algorithms Labs - A Case Study","display_name":"Self-Efficacy, Cognitive Load, and Emotional Reactions in Collaborative Algorithms Labs - A Case Study","publication_year":2018,"publication_date":"2018-08-08","ids":{"openalex":"https://openalex.org/W2886656734","doi":"https://doi.org/10.1145/3230977.3230980","mag":"2886656734"},"language":"en","primary_location":{"id":"doi:10.1145/3230977.3230980","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230977.3230980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM Conference on International Computing Education Research","raw_type":"proceedings-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/A5103550036","display_name":"Laura Toma","orcid":null},"institutions":[{"id":"https://openalex.org/I135474949","display_name":"Bowdoin College","ror":"https://ror.org/03gh96r95","country_code":"US","type":"education","lineage":["https://openalex.org/I135474949"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Laura Toma","raw_affiliation_strings":["Bowdoin College, Brunswick, ME, USA"],"affiliations":[{"raw_affiliation_string":"Bowdoin College, Brunswick, ME, USA","institution_ids":["https://openalex.org/I135474949"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015424474","display_name":"Jan Vahrenhold","orcid":"https://orcid.org/0000-0001-8708-4814"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Vahrenhold","raw_affiliation_strings":["Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany"],"affiliations":[{"raw_affiliation_string":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103550036"],"corresponding_institution_ids":["https://openalex.org/I135474949"],"apc_list":null,"apc_paid":null,"fwci":3.7816,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93373114,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9980999827384949,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9980999827384949,"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/T11122","display_name":"Online Learning and Analytics","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.692141056060791},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5416868329048157},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5330615639686584},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.46282726526260376},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.44615793228149414},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.43537747859954834},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.42390793561935425},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39713671803474426},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3117550015449524},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.21924328804016113}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.692141056060791},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5416868329048157},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5330615639686584},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.46282726526260376},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.44615793228149414},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.43537747859954834},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.42390793561935425},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39713671803474426},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3117550015449524},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.21924328804016113},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3230977.3230980","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230977.3230980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM Conference on International Computing Education Research","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W354024470","https://openalex.org/W1499793228","https://openalex.org/W1500829624","https://openalex.org/W1502109035","https://openalex.org/W1570047500","https://openalex.org/W1971090879","https://openalex.org/W1977571357","https://openalex.org/W1980544511","https://openalex.org/W1982560253","https://openalex.org/W1996600674","https://openalex.org/W1998508015","https://openalex.org/W2006652642","https://openalex.org/W2016226370","https://openalex.org/W2029080137","https://openalex.org/W2030861192","https://openalex.org/W2037482284","https://openalex.org/W2037557484","https://openalex.org/W2040127838","https://openalex.org/W2041781135","https://openalex.org/W2044270757","https://openalex.org/W2049434297","https://openalex.org/W2049931297","https://openalex.org/W2053125339","https://openalex.org/W2053454696","https://openalex.org/W2057834187","https://openalex.org/W2073040181","https://openalex.org/W2096329292","https://openalex.org/W2108699561","https://openalex.org/W2114886441","https://openalex.org/W2125829696","https://openalex.org/W2132153728","https://openalex.org/W2134049139","https://openalex.org/W2143088046","https://openalex.org/W2147574101","https://openalex.org/W2159623153","https://openalex.org/W2161138392","https://openalex.org/W2315567559","https://openalex.org/W2509758335","https://openalex.org/W2517830973","https://openalex.org/W2522151305","https://openalex.org/W2591916552","https://openalex.org/W2604327260","https://openalex.org/W2604835091","https://openalex.org/W2624304233","https://openalex.org/W2660393804","https://openalex.org/W2728051115","https://openalex.org/W2728842346","https://openalex.org/W2745390445","https://openalex.org/W2746660560","https://openalex.org/W2747075798","https://openalex.org/W2747442972","https://openalex.org/W2748486817","https://openalex.org/W2782362557","https://openalex.org/W2788414240","https://openalex.org/W2789045599","https://openalex.org/W2792150277","https://openalex.org/W2794038961","https://openalex.org/W2948435662","https://openalex.org/W4210246206","https://openalex.org/W4233813450","https://openalex.org/W4245190763","https://openalex.org/W4292808503","https://openalex.org/W6632025984"],"related_works":["https://openalex.org/W3188425112","https://openalex.org/W2037482284","https://openalex.org/W2900068172","https://openalex.org/W2238030311","https://openalex.org/W4380629719","https://openalex.org/W1982842519","https://openalex.org/W2166644286","https://openalex.org/W2590898204","https://openalex.org/W2090248941","https://openalex.org/W2183783065"],"abstract_inverted_index":{"While":[0],"previous":[1],"research":[2],"has":[3],"investigated":[4],"psychological":[5,89],"factors":[6],"in":[7,18,29,45,146],"introductory":[8,61],"programming":[9],"courses,":[10],"only":[11,35],"little":[12],"is":[13,112],"known":[14],"about":[15],"their":[16],"impact":[17],"algorithms":[19,62,148],"courses.":[20],"Similarly,":[21],"despite":[22],"the":[23,57,66,70,76,98,116,137],"importance":[24],"of":[25,39,59,69,105,139],"collaborative":[26,147],"problem":[27],"solving":[28],"both":[30,120,128],"academic":[31],"and":[32,91,122,131,144],"non-academic":[33],"settings,":[34],"a":[36,102,113],"small":[37],"number":[38],"studies":[40,134],"reports":[41],"on":[42,56],"group":[43],"work":[44],"domains":[46],"other":[47],"than":[48],"programming.":[49],"In":[50],"our":[51,110],"case":[52],"study,":[53,115],"we":[54],"focused":[55],"labs":[58],"an":[60],"course.":[63],"We":[64,82],"measured":[65],"cognitive":[67],"load":[68],"lab":[71],"assignments":[72],"as":[73,75,94,96],"well":[74,95],"students'":[77],"emotional":[78],"reaction":[79],"to":[80,86,97,136],"them.":[81],"connect":[83],"these":[84],"observations":[85],"self-efficacy,":[87],"performance,":[88],"traits,":[90],"help-seeking":[92],"behavior":[93],"insights":[99],"gained":[100],"from":[101,118],"comprehensive":[103],"set":[104],"follow-up":[106],"interviews.":[107],"Even":[108],"though":[109],"study":[111],"small-scale":[114],"results":[117],"applying":[119],"quantitative":[121],"qualitative":[123],"methods":[124],"frame":[125],"directions":[126],"for":[127],"pedagogic":[129],"interventions":[130],"further":[132],"(revalidation)":[133],"related":[135],"connection":[138],"non-cognitive":[140],"factors,":[141],"learning":[142],"experiences,":[143],"performance":[145],"labs.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}