{"id":"https://openalex.org/W2583672755","doi":"https://doi.org/10.4018/joeuc.2016100101","title":"Responsibility and Skills Requirements for Entry Level Analytics Professionals","display_name":"Responsibility and Skills Requirements for Entry Level Analytics Professionals","publication_year":2016,"publication_date":"2016-08-09","ids":{"openalex":"https://openalex.org/W2583672755","doi":"https://doi.org/10.4018/joeuc.2016100101","mag":"2583672755"},"language":"en","primary_location":{"id":"doi:10.4018/joeuc.2016100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/joeuc.2016100101","pdf_url":null,"source":{"id":"https://openalex.org/S80285584","display_name":"Journal of Organizational and End User Computing","issn_l":"1546-2234","issn":["1546-2234","1546-5012"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Organizational and End User Computing","raw_type":"journal-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/A5108239157","display_name":"Wenhong Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wenhong Luo","raw_affiliation_strings":["Villanova University, Villanova, PA, USA"],"affiliations":[{"raw_affiliation_string":"Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5108239157"],"corresponding_institution_ids":["https://openalex.org/I7863295"],"apc_list":null,"apc_paid":null,"fwci":1.327,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87611225,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"28","issue":"4","first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13034","display_name":"Information Systems Education and Curriculum Development","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T13034","display_name":"Information Systems Education and Curriculum Development","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9858999848365784,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9725000262260437,"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/analytics","display_name":"Analytics","score":0.8493959903717041},{"id":"https://openalex.org/keywords/entry-level","display_name":"Entry Level","score":0.7832431793212891},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.6368133425712585},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.6165208220481873},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.4469640254974365},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.44103342294692993},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.40341880917549133},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4030332565307617},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39593178033828735},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.2355937659740448},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15168562531471252},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.14425146579742432},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13537633419036865},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.12465676665306091}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.8493959903717041},{"id":"https://openalex.org/C2781418482","wikidata":"https://www.wikidata.org/wiki/Q5380826","display_name":"Entry Level","level":2,"score":0.7832431793212891},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.6368133425712585},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.6165208220481873},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.4469640254974365},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.44103342294692993},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.40341880917549133},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4030332565307617},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39593178033828735},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2355937659740448},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15168562531471252},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.14425146579742432},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13537633419036865},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.12465676665306091},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/joeuc.2016100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/joeuc.2016100101","pdf_url":null,"source":{"id":"https://openalex.org/S80285584","display_name":"Journal of Organizational and End User Computing","issn_l":"1546-2234","issn":["1546-2234","1546-5012"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Organizational and End User Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W153427247","https://openalex.org/W241527839","https://openalex.org/W628136672","https://openalex.org/W1576208760","https://openalex.org/W2045103565","https://openalex.org/W2062088700","https://openalex.org/W2107023540","https://openalex.org/W2107804269","https://openalex.org/W2148141493","https://openalex.org/W3122003582"],"related_works":["https://openalex.org/W3033964479","https://openalex.org/W4250096199","https://openalex.org/W2967707828","https://openalex.org/W1831929949","https://openalex.org/W3023376933","https://openalex.org/W2460089464","https://openalex.org/W3188416226","https://openalex.org/W4212976760","https://openalex.org/W4285269009","https://openalex.org/W2945087206"],"abstract_inverted_index":{"As":[0],"companies":[1,61,86],"continue":[2],"to":[3,67,73,91,147],"incorporate":[4],"analytics":[5,18,39,65,79],"into":[6],"all":[7],"aspects":[8],"of":[9,24,78,83,98,153],"their":[10],"business,":[11],"there":[12],"is":[13],"a":[14,53,70],"growing":[15],"demand":[16],"for":[17,36,103,125],"professionals":[19,40,66],"with":[20,69,93,144],"the":[21,31,43,88,96,145,151],"right":[22],"mix":[23],"skills":[25,124],"and":[26,33,72,100,106,113,134,149],"experiences.":[27],"This":[28],"study":[29,130],"examines":[30],"responsibilities":[32],"skill":[34,154],"requirements":[35],"entry":[37,63,126],"level":[38,64,127],"by":[41],"analyzing":[42],"job":[44,50],"ads":[45],"posted":[46],"on":[47],"three":[48],"major":[49],"sites":[51],"during":[52],"six-month":[54],"period.":[55],"The":[56,129],"author's":[57],"results":[58],"show":[59],"that":[60],"expect":[62],"work":[68,92],"team":[71],"contribute":[74],"in":[75,136,142],"early":[76],"stages":[77],"work.":[80],"In":[81],"terms":[82],"technical":[84],"capabilities,":[85],"stress":[87],"general":[89],"abilities":[90],"data,":[94],"including":[95],"use":[97],"database":[99],"spreadsheet":[101],"tools":[102],"organizing,":[104],"analyzing,":[105],"reporting":[107],"data.":[108],"Surprisingly,":[109],"data":[110],"mining,":[111],"optimization,":[112],"other":[114],"advanced":[115],"analytical":[116],"methods":[117],"are":[118],"not":[119],"often":[120],"listed":[121],"as":[122,139,141],"desired":[123],"positions.":[128],"can":[131],"help":[132],"universities":[133],"institutions":[135],"curriculum":[137],"design":[138],"well":[140],"working":[143],"industry":[146],"define":[148],"guide":[150],"development":[152],"requirements.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
