{"id":"https://openalex.org/W4214810909","doi":"https://doi.org/10.1145/3506860.3506939","title":"Charting Design Needs and Strategic Approaches for Academic Analytics Systems through Co-Design","display_name":"Charting Design Needs and Strategic Approaches for Academic Analytics Systems through Co-Design","publication_year":2022,"publication_date":"2022-03-03","ids":{"openalex":"https://openalex.org/W4214810909","doi":"https://doi.org/10.1145/3506860.3506939"},"language":"en","primary_location":{"id":"doi:10.1145/3506860.3506939","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3506860.3506939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","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/A5102026376","display_name":"Yi\u2010Shan Tsai","orcid":"https://orcid.org/0000-0001-8967-5327"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yi-Shan Tsai","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041627722","display_name":"Shaveen Singh","orcid":"https://orcid.org/0000-0002-7862-8047"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shaveen Singh","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085040048","display_name":"Mladen Rakovi\u0107","orcid":"https://orcid.org/0000-0002-1413-1103"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mladen Rakovic","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004822730","display_name":"Lisa-Angelique Lim","orcid":"https://orcid.org/0000-0002-3517-8269"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lisa-Angelique Lim","raw_affiliation_strings":["University of Technology Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009545480","display_name":"Anushka Roychoudhury","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anushka Roychoudhury","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036855560","display_name":"Dragan Ga\u0161evi\u0107","orcid":"https://orcid.org/0000-0001-9265-1908"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dragan Gasevic","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102026376"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":2.7368,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91463922,"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":"381","last_page":"391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","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/T11122","display_name":"Online Learning and Analytics","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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9333999752998352,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.932699978351593,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6656994819641113},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6475057005882263},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5749127268791199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5696403980255127},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4574093818664551},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4559815526008606},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.44261062145233154},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4248204529285431},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42196768522262573},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11360436677932739}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6656994819641113},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6475057005882263},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5749127268791199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5696403980255127},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4574093818664551},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4559815526008606},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.44261062145233154},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4248204529285431},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42196768522262573},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11360436677932739},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","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},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3506860.3506939","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3506860.3506939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1486785378","https://openalex.org/W1995985266","https://openalex.org/W2025520781","https://openalex.org/W2047706901","https://openalex.org/W2116384846","https://openalex.org/W2132154562","https://openalex.org/W2137954153","https://openalex.org/W2143959207","https://openalex.org/W2147557780","https://openalex.org/W2149868499","https://openalex.org/W2169570446","https://openalex.org/W2286110194","https://openalex.org/W2322804385","https://openalex.org/W2484005726","https://openalex.org/W2495318841","https://openalex.org/W2537420160","https://openalex.org/W2587939476","https://openalex.org/W2591632882","https://openalex.org/W2592961682","https://openalex.org/W2593639882","https://openalex.org/W2729369333","https://openalex.org/W2762917228","https://openalex.org/W2784266182","https://openalex.org/W2789297534","https://openalex.org/W2792572858","https://openalex.org/W2792853819","https://openalex.org/W2811502435","https://openalex.org/W2885000341","https://openalex.org/W2965758769","https://openalex.org/W2966032592","https://openalex.org/W2966432879","https://openalex.org/W2996228069","https://openalex.org/W2999188944","https://openalex.org/W3001551978","https://openalex.org/W3011054994","https://openalex.org/W3012266389","https://openalex.org/W3014241760","https://openalex.org/W3033984276","https://openalex.org/W3083423151","https://openalex.org/W3122103434","https://openalex.org/W3134268936","https://openalex.org/W3138001754","https://openalex.org/W3189213082"],"related_works":["https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2768832457","https://openalex.org/W605203981","https://openalex.org/W3097749327","https://openalex.org/W2788568090","https://openalex.org/W2592276701","https://openalex.org/W4294350028","https://openalex.org/W2234248442","https://openalex.org/W4214816265"],"abstract_inverted_index":{"Academic":[0],"analytics":[1,32],"focuses":[2],"on":[3,121],"collecting,":[4],"analysing":[5],"and":[6,14,49,70,113,118,125,148],"visualising":[7],"educational":[8,88,98],"data":[9,128],"to":[10,39,44,66,130],"generate":[11],"institutional":[12,91],"insights":[13],"improve":[15],"decision-making":[16],"for":[17,36,73,137],"academic":[18,77,141],"purposes.":[19],"However,":[20],"challenges":[21],"that":[22,51,62],"arise":[23],"from":[24],"navigating":[25],"a":[26,46,60,101],"complex":[27],"organisational":[28],"structure":[29],"when":[30],"introducing":[31],"systems":[33,53],"have":[34],"called":[35],"the":[37,74,81,85,114,122],"need":[38],"engage":[40],"key":[41],"stakeholders":[42,99],"widely":[43],"cultivate":[45],"shared":[47],"vision":[48],"ensure":[50],"implemented":[52],"create":[54],"desired":[55],"value.":[56],"This":[57],"paper":[58],"presents":[59],"study":[61],"takes":[63],"co-design":[64],"steps":[65],"identify":[67],"design":[68],"needs":[69],"strategic":[71],"approaches":[72],"adoption":[75,138],"of":[76,83,87,116,140],"analytics,":[78,142],"which":[79],"serves":[80],"purpose":[82],"enhancing":[84],"measurement":[86],"quality":[89],"utilising":[90],"data.":[92],"Through":[93],"semi-structured":[94],"interviews":[95],"with":[96],"54":[97],"at":[100],"large":[102],"research":[103],"university,":[104],"we":[105],"identified":[106],"particular":[107],"interest":[108],"in":[109],"measuring":[110],"student":[111],"engagement":[112],"performance":[115],"courses":[117],"programmes.":[119],"Based":[120],"observed":[123],"perceptions":[124],"concerns":[126],"regarding":[127],"use":[129],"measure":[131],"or":[132],"evaluate":[133],"these":[134],"areas,":[135],"implications":[136],"strategy":[139],"such":[143],"as":[144],"leadership":[145],"involvement,":[146],"communication,":[147],"training,":[149],"are":[150],"discussed.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
