{"id":"https://openalex.org/W2949836987","doi":"https://doi.org/10.3390/informatics8030042","title":"End-User Needs of Fragmented Databases in Higher Education Data Analysis and Decision Making","display_name":"End-User Needs of Fragmented Databases in Higher Education Data Analysis and Decision Making","publication_year":2021,"publication_date":"2021-06-24","ids":{"openalex":"https://openalex.org/W2949836987","doi":"https://doi.org/10.3390/informatics8030042","mag":"2949836987"},"language":"en","primary_location":{"id":"doi:10.3390/informatics8030042","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics8030042","pdf_url":"https://www.mdpi.com/2227-9709/8/3/42/pdf?version=1625636204","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/8/3/42/pdf?version=1625636204","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022515156","display_name":"Amanda Briggs","orcid":"https://orcid.org/0000-0003-2559-8822"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amanda Briggs","raw_affiliation_strings":["Richard M. Fairbanks School of Public Health, Indiana University-Purdue University Indianapolis, Indianapolis, IN 46202, USA"],"raw_orcid":"https://orcid.org/0000-0003-2559-8822","affiliations":[{"raw_affiliation_string":"Richard M. Fairbanks School of Public Health, Indiana University-Purdue University Indianapolis, Indianapolis, IN 46202, USA","institution_ids":["https://openalex.org/I55769427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024712858","display_name":"Francesco Cafaro","orcid":"https://orcid.org/0000-0001-5744-6386"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Francesco Cafaro","raw_affiliation_strings":["School of Informatics and Computing, Indiana University-Purdue University Indianapolis, Indianapolis, IN 46202, USA"],"raw_orcid":"https://orcid.org/0000-0001-5744-6386","affiliations":[{"raw_affiliation_string":"School of Informatics and Computing, Indiana University-Purdue University Indianapolis, Indianapolis, IN 46202, USA","institution_ids":["https://openalex.org/I55769427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022515156","https://openalex.org/A5024712858"],"corresponding_institution_ids":["https://openalex.org/I55769427"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.00454394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"8","issue":"3","first_page":"42","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/work","display_name":"Work (physics)","score":0.6199032664299011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6093080639839172},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5587046146392822},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5137392282485962},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.46856051683425903},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38554680347442627},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3796485662460327},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14517545700073242},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11883127689361572}],"concepts":[{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.6199032664299011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6093080639839172},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5587046146392822},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5137392282485962},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.46856051683425903},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38554680347442627},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3796485662460327},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14517545700073242},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11883127689361572},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/informatics8030042","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics8030042","pdf_url":"https://www.mdpi.com/2227-9709/8/3/42/pdf?version=1625636204","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e28a814ed29d403396a1fc44db45ee62","is_oa":true,"landing_page_url":"https://doaj.org/article/e28a814ed29d403396a1fc44db45ee62","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 8, Iss 3, p 42 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2227-9709/8/3/42/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/informatics8030042","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics; Volume 8; Issue 3; Pages: 42","raw_type":"Text"},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/18934","is_oa":false,"landing_page_url":"https://hdl.handle.net/1805/18934","pdf_url":null,"source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/39750","is_oa":true,"landing_page_url":"https://hdl.handle.net/1805/39750","pdf_url":null,"source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publisher","raw_type":"Article"},{"id":"pmh:oai:scholarworks.iupui.edu:1805/18934","is_oa":true,"landing_page_url":"http://hdl.handle.net/1805/18934","pdf_url":null,"source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"}],"best_oa_location":{"id":"doi:10.3390/informatics8030042","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics8030042","pdf_url":"https://www.mdpi.com/2227-9709/8/3/42/pdf?version=1625636204","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2949836987.pdf","grobid_xml":"https://content.openalex.org/works/W2949836987.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1001292066","https://openalex.org/W1500693574","https://openalex.org/W1587413890","https://openalex.org/W1605792282","https://openalex.org/W1763650449","https://openalex.org/W1941503951","https://openalex.org/W1979290264","https://openalex.org/W1994024671","https://openalex.org/W1996600674","https://openalex.org/W2002764085","https://openalex.org/W2017548479","https://openalex.org/W2044102377","https://openalex.org/W2054160847","https://openalex.org/W2067978534","https://openalex.org/W2079756993","https://openalex.org/W2080752813","https://openalex.org/W2089229906","https://openalex.org/W2092723856","https://openalex.org/W2095847333","https://openalex.org/W2117988511","https://openalex.org/W2120857677","https://openalex.org/W2121601539","https://openalex.org/W2125564169","https://openalex.org/W2143677795","https://openalex.org/W2155361687","https://openalex.org/W2171036274","https://openalex.org/W2286775908","https://openalex.org/W2315592172","https://openalex.org/W2507960631","https://openalex.org/W2514580099","https://openalex.org/W2520990156","https://openalex.org/W2610281615","https://openalex.org/W2781380306","https://openalex.org/W2975241765","https://openalex.org/W2987687357","https://openalex.org/W3028703486","https://openalex.org/W3098931577","https://openalex.org/W4300325272","https://openalex.org/W6634950886","https://openalex.org/W6640494458","https://openalex.org/W6648865515","https://openalex.org/W6673081290","https://openalex.org/W6685177417","https://openalex.org/W6704602922","https://openalex.org/W6747053725"],"related_works":["https://openalex.org/W2084086966","https://openalex.org/W2023861399","https://openalex.org/W2730915376","https://openalex.org/W2003932708","https://openalex.org/W1967424056","https://openalex.org/W2626306547","https://openalex.org/W2284877871","https://openalex.org/W2021396365","https://openalex.org/W2394134009","https://openalex.org/W2119515433"],"abstract_inverted_index":{"In":[0],"higher":[1,125],"education,":[2],"a":[3,82,112,129],"wealth":[4],"of":[5,25,47,70,81,114,121,131],"data":[6,26,36,122,142],"is":[7],"available":[8],"to":[9,33],"advisors,":[10],"recruiters,":[11],"marketers,":[12],"and":[13,49,59,88,95,107,116,136,150,152],"program":[14],"directors.":[15],"These":[16],"large":[17],"datasets":[18],"can":[19],"be":[20],"accessed":[21],"using":[22],"an":[23],"array":[24],"analysis":[27],"tools":[28],"that":[29,35,101,140],"may":[30],"lead":[31],"users":[32,43,72,87],"assume":[34],"sources":[37],"conflict":[38],"with":[39],"one":[40],"another.":[41],"As":[42],"identify":[44],"new":[45],"ways":[46],"accessing":[48,75],"analyzing":[50],"these":[51,76],"data,":[52],"they":[53],"deviate":[54],"from":[55,92],"existing":[56],"work":[57,103],"practices":[58,104],"sometimes":[60],"create":[61],"their":[62],"own":[63],"databases.":[64,79],"This":[65],"study":[66],"investigated":[67],"the":[68,119,141],"needs":[69],"end":[71],"who":[73],"are":[74],"seemingly":[77],"fragmented":[78],"Analysis":[80],"survey":[83],"completed":[84],"by":[85],"eighteen":[86],"ten":[89],"semi-structured":[90],"interviews":[91],"five":[93,137],"colleges":[94],"universities":[96],"highlighted":[97],"three":[98],"recurring":[99],"themes":[100],"affect":[102],"(access,":[105],"understandability,":[106],"use),":[108],"as":[109,111],"well":[110],"series":[113],"challenges":[115],"opportunities":[117],"for":[118,124],"design":[120,134,138],"gateways":[123,143],"education.":[126],"We":[127],"discuss":[128],"set":[130],"broadly":[132],"applicable":[133],"recommendations":[135],"functionalities":[139],"should":[144],"support:":[145],"training,":[146],"collaboration,":[147],"tracking,":[148],"definitions":[149],"roadblocks,":[151],"time.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-06-27T00:00:00"}