{"id":"https://openalex.org/W4402600764","doi":"https://doi.org/10.1007/s12528-024-09411-7","title":"Differentiated measurement of cognitive loads in computer programming","display_name":"Differentiated measurement of cognitive loads in computer programming","publication_year":2024,"publication_date":"2024-09-17","ids":{"openalex":"https://openalex.org/W4402600764","doi":"https://doi.org/10.1007/s12528-024-09411-7"},"language":"en","primary_location":{"id":"doi:10.1007/s12528-024-09411-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12528-024-09411-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12528-024-09411-7.pdf","source":{"id":"https://openalex.org/S55310782","display_name":"Journal of Computing in Higher Education","issn_l":"1042-1726","issn":["1042-1726","1867-1233"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Higher Education","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12528-024-09411-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012101463","display_name":"Roxana Quintero-Manes","orcid":"https://orcid.org/0000-0002-1205-1126"},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Roxana Quintero-Manes","raw_affiliation_strings":["Universidad del Norte, Barranquilla, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-1205-1126","affiliations":[{"raw_affiliation_string":"Universidad del Norte, Barranquilla, Colombia","institution_ids":["https://openalex.org/I142879360"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071966488","display_name":"Camilo Vieira","orcid":"https://orcid.org/0000-0001-8720-0002"},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Camilo Vieira","raw_affiliation_strings":["Universidad del Norte, Barranquilla, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad del Norte, Barranquilla, Colombia","institution_ids":["https://openalex.org/I142879360"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012101463"],"corresponding_institution_ids":["https://openalex.org/I142879360"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":2.1685,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8784378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"37","issue":"3","first_page":"945","last_page":"962"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9570000171661377,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/higher-education","display_name":"Higher education","score":0.5716832280158997},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5192680358886719},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.47507399320602417},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.42555302381515503},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3927866518497467},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.34276920557022095},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3271034061908722},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2856922149658203},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1157626211643219}],"concepts":[{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.5716832280158997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5192680358886719},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.47507399320602417},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.42555302381515503},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3927866518497467},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.34276920557022095},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3271034061908722},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2856922149658203},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1157626211643219},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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:10.1007/s12528-024-09411-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12528-024-09411-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12528-024-09411-7.pdf","source":{"id":"https://openalex.org/S55310782","display_name":"Journal of Computing in Higher Education","issn_l":"1042-1726","issn":["1042-1726","1867-1233"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Higher Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s12528-024-09411-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12528-024-09411-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12528-024-09411-7.pdf","source":{"id":"https://openalex.org/S55310782","display_name":"Journal of Computing in Higher Education","issn_l":"1042-1726","issn":["1042-1726","1867-1233"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Higher Education","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322487","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402600764.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W20847367","https://openalex.org/W1541255863","https://openalex.org/W1572503577","https://openalex.org/W1709987003","https://openalex.org/W1884204545","https://openalex.org/W1933789724","https://openalex.org/W1980754674","https://openalex.org/W1980877068","https://openalex.org/W2010861350","https://openalex.org/W2013135583","https://openalex.org/W2060143576","https://openalex.org/W2060277214","https://openalex.org/W2072061172","https://openalex.org/W2078843524","https://openalex.org/W2081811286","https://openalex.org/W2107436949","https://openalex.org/W2114434120","https://openalex.org/W2116669434","https://openalex.org/W2118934859","https://openalex.org/W2134598164","https://openalex.org/W2309390260","https://openalex.org/W2403749440","https://openalex.org/W2490857485","https://openalex.org/W2760124092","https://openalex.org/W2767740804","https://openalex.org/W2808509400","https://openalex.org/W2888190061","https://openalex.org/W2888504575","https://openalex.org/W2889313968","https://openalex.org/W2909032217","https://openalex.org/W2913144876","https://openalex.org/W3095583164","https://openalex.org/W3108754145","https://openalex.org/W3153055590","https://openalex.org/W3189296714","https://openalex.org/W3201580913","https://openalex.org/W3205439503","https://openalex.org/W4214825932","https://openalex.org/W4241819366","https://openalex.org/W4245374928","https://openalex.org/W4281829941","https://openalex.org/W6740350378","https://openalex.org/W6927567907"],"related_works":["https://openalex.org/W2937627726","https://openalex.org/W4402005794","https://openalex.org/W2195931679","https://openalex.org/W1993144966","https://openalex.org/W2888684455","https://openalex.org/W2070954791","https://openalex.org/W2607489503","https://openalex.org/W4242487945","https://openalex.org/W2071405093","https://openalex.org/W1540979460"],"abstract_inverted_index":{"Abstract":[0],"This":[1,86],"study":[2,87,161],"had":[3],"two":[4],"objectives:":[5],"(1)":[6],"to":[7,25,60,116,127,141],"evaluate":[8,26],"the":[9,27,73,91,118,121,133,143,160,165,178],"validity":[10],"of":[11,30,43,76,93,104,120,132,136],"an":[12,46,94],"instrument":[13,83],"for":[14],"measuring":[15],"differentiated":[16,137],"cognitive":[17,31,52,77,138,148,170,174,183],"loads":[18,32,53],"in":[19,41,45,68,84,98,187],"its":[20],"Spanish":[21],"version;":[22],"and":[23,33,39,50,70,112,146,172,176,185],"(2)":[24],"three":[28],"types":[29,75],"their":[34],"relationship":[35,167,180],"with":[36,101],"self-efficacy,":[37],"self-concept,":[38],"interest":[40],"programming":[42,57],"students":[44],"introductory":[47],"course.":[48],"Understanding":[49],"assessing":[51,72],"when":[54],"learning":[55],"computer":[56],"is":[58,80],"key":[59],"supporting":[61],"student":[62],"learning.":[63],"While":[64],"there":[65,79],"are":[66],"instruments":[67],"English":[69],"German":[71],"different":[74],"loads,":[78,139],"no":[81],"validated":[82],"Spanish.":[85],"took":[88],"place":[89],"during":[90],"implementation":[92],"online":[95],"training":[96],"program":[97],"basic":[99],"programming,":[100],"a":[102,129],"sample":[103],"1162":[105],"students.":[106],"We":[107],"used":[108],"Exploratory":[109],"Factor":[110,114],"Analysis":[111,115],"Confirmatory":[113],"validate":[117],"structure":[119,131],"instrument.":[122],"The":[123,150],"results":[124],"allowed":[125,154],"us":[126],"establish":[128],"factorial":[130],"subjective":[134],"scale":[135],"managing":[140],"measure":[142],"germane,":[144],"intrinsic,":[145],"extraneous":[147,169,182],"loads.":[149],"bivariate":[151],"correlation":[152],"analysis":[153],"identifying":[155],"statistically":[156],"significant":[157],"associations":[158],"between":[159,168,181],"variables,":[162],"including":[163],"(a)":[164],"negative":[166,179],"load":[171,175,184],"germane":[173],"(b)":[177],"self-efficacy":[186],"programming.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}