{"id":"https://openalex.org/W3007300357","doi":"https://doi.org/10.1145/3328778.3366881","title":"The Role of Evidence Centered Design and Participatory Design in a Playful Assessment for Computational Thinking About Data","display_name":"The Role of Evidence Centered Design and Participatory Design in a Playful Assessment for Computational Thinking About Data","publication_year":2020,"publication_date":"2020-02-25","ids":{"openalex":"https://openalex.org/W3007300357","doi":"https://doi.org/10.1145/3328778.3366881","mag":"3007300357"},"language":"en","primary_location":{"id":"doi:10.1145/3328778.3366881","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3328778.3366881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 51st ACM Technical Symposium on Computer Science Education","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/A5010238389","display_name":"Satabdi Basu","orcid":"https://orcid.org/0000-0002-7055-6632"},"institutions":[{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]},{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Satabdi Basu","raw_affiliation_strings":["SRI International, Menlo Park, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SRI International, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I1298353152","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061269767","display_name":"Betsy DiSalvo","orcid":"https://orcid.org/0000-0003-1804-7387"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Betsy Disalvo","raw_affiliation_strings":["Georgia Tech, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029499911","display_name":"Daisy Rutstein","orcid":"https://orcid.org/0009-0005-4477-9065"},"institutions":[{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]},{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daisy Rutstein","raw_affiliation_strings":["SRI International, Menlo Park, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SRI International, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I1298353152","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101480109","display_name":"Yuning Xu","orcid":"https://orcid.org/0000-0002-5170-1929"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuning Xu","raw_affiliation_strings":["Kidaptive Inc., Redwood City, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kidaptive Inc., Redwood City, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028682942","display_name":"Jeremy Roschelle","orcid":"https://orcid.org/0000-0003-2219-0506"},"institutions":[{"id":"https://openalex.org/I2800874886","display_name":"Digital Promise","ror":"https://ror.org/04wqw2206","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2800874886"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy Roschelle","raw_affiliation_strings":["Digital Promise, San Mateo, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Promise, San Mateo, CA, USA","institution_ids":["https://openalex.org/I2800874886"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019774263","display_name":"Nathan Holbert","orcid":"https://orcid.org/0000-0001-8365-5114"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Holbert","raw_affiliation_strings":["Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5496,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90602951,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"985","last_page":"991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9915000200271606,"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/T11122","display_name":"Online Learning and Analytics","score":0.9484999775886536,"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/formative-assessment","display_name":"Formative assessment","score":0.8240392208099365},{"id":"https://openalex.org/keywords/participatory-design","display_name":"Participatory design","score":0.6745861768722534},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6683602333068848},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6297692656517029},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6278877258300781},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.4718632400035858},{"id":"https://openalex.org/keywords/design-elements-and-principles","display_name":"Design elements and principles","score":0.41769033670425415},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4020500183105469},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3310783803462982},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3203063905239105},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.24351945519447327},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22481989860534668},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13880988955497742},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.12393006682395935},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09310054779052734}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.8240392208099365},{"id":"https://openalex.org/C2777455480","wikidata":"https://www.wikidata.org/wiki/Q1038171","display_name":"Participatory design","level":3,"score":0.6745861768722534},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6683602333068848},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6297692656517029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6278877258300781},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.4718632400035858},{"id":"https://openalex.org/C33276779","wikidata":"https://www.wikidata.org/wiki/Q1943363","display_name":"Design elements and principles","level":2,"score":0.41769033670425415},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4020500183105469},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3310783803462982},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3203063905239105},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.24351945519447327},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22481989860534668},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13880988955497742},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.12393006682395935},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09310054779052734},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C2775922551","wikidata":"https://www.wikidata.org/wiki/Q7135033","display_name":"Parallels","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3328778.3366881","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3328778.3366881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 51st ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8299999833106995}],"awards":[{"id":"https://openalex.org/G1817020942","display_name":null,"funder_award_id":"DRL-1741956","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":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W618715328","https://openalex.org/W1815090327","https://openalex.org/W1966864667","https://openalex.org/W1984806608","https://openalex.org/W1988288407","https://openalex.org/W2063747225","https://openalex.org/W2088771188","https://openalex.org/W2118934318","https://openalex.org/W2133443878","https://openalex.org/W2274495982","https://openalex.org/W2275318040","https://openalex.org/W2604761468","https://openalex.org/W2808079720","https://openalex.org/W2904332373","https://openalex.org/W2917309251","https://openalex.org/W2950579875","https://openalex.org/W2999429616","https://openalex.org/W3158008235","https://openalex.org/W6750673988"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2356203605","https://openalex.org/W2040030490","https://openalex.org/W2013951592","https://openalex.org/W4293211331","https://openalex.org/W3007300357","https://openalex.org/W1932498418","https://openalex.org/W4200364318","https://openalex.org/W2018950386","https://openalex.org/W4285303488"],"abstract_inverted_index":{"The":[0],"K-12":[1],"CS":[2,29,77,116],"Framework":[3],"provides":[4],"guidance":[5],"on":[6,145],"what":[7],"concepts":[8],"and":[9,16,44,49,53,70,83,96,109,117,139,141,148],"practices":[10],"students":[11],"are":[12],"expected":[13],"to":[14,25,36,40,60,129],"know":[15],"demonstrate":[17],"within":[18],"different":[19],"grade":[20],"bands.":[21],"For":[22],"these":[23,122],"guidelines":[24,39,92],"be":[26],"useful":[27],"in":[28,56,115],"education,":[30],"a":[31,62,88,101,133],"critical":[32],"next":[33],"step":[34],"is":[35,59],"translate":[37],"the":[38,68,76,130],"explicit":[41],"learning":[42],"targets":[43],"design":[45,61,104],"aligned":[46,66],"instructional":[47],"tools":[48],"assessments.":[50],"Our":[51],"research":[52],"development":[54,131],"goal":[55],"this":[57],"paper":[58],"playful,":[63],"curriculum-neutral":[64],"assessment":[65,91,136],"with":[67],"'Data":[69],"Analysis'":[71],"concept":[72],"(grades":[73],"6-8)":[74],"from":[75,151],"framework.":[78],"Using":[79],"Evidence":[80],"Centered":[81],"Design":[82],"Participatory":[84],"Design,":[85],"we":[86],"present":[87,142],"set":[89,102],"of":[90,103,132],"for":[93,106,137],"assessing":[94],"data":[95,108,138],"analysis,":[97,140],"as":[98,100],"well":[99],"considerations":[105],"integrating":[107],"analysis":[110],"across":[111],"middle":[112],"school":[113],"curricula":[114],"non-CS":[118],"contexts.":[119],"We":[120],"outline":[121],"contributions,":[123],"describe":[124],"how":[125],"they":[126],"were":[127],"applied":[128],"game-based":[134],"formative":[135],"preliminary":[143],"findings":[144],"student":[146,152],"understanding":[147],"challenges":[149],"inferred":[150],"gameplay.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
