{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,31]],"date-time":"2026-08-31T14:27:58Z","timestamp":1788186478732,"version":"build-2803163510"},"reference-count":58,"publisher":"Informa UK Limited","issue":"2","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of Computer Information Systems"],"published-print":{"date-parts":[[2022,3,4]]},"DOI":"10.1080\/08874417.2021.1971579","type":"journal-article","created":{"date-parts":[[2021,9,27]],"date-time":"2021-09-27T21:43:05Z","timestamp":1632778985000},"page":"422-434","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":28,"title":["A Systematic Review of Data Analytics Job Requirements and Online-Courses"],"prefix":"10.1080","volume":"62","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7197-0202","authenticated-orcid":false,"given":"Mohamad","family":"Almgerbi","sequence":"first","affiliation":[{"name":"University of Florence, Florence, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9050-5018","authenticated-orcid":false,"given":"Andrea","family":"De Mauro","sequence":"additional","affiliation":[{"name":"University of Rome Tor Vergata, Rome, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4040-5590","authenticated-orcid":false,"given":"Adham","family":"Kahlawi","sequence":"additional","affiliation":[{"name":"University of Florence, Florence, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7691-7478","authenticated-orcid":false,"given":"Valentina","family":"Poggioni","sequence":"additional","affiliation":[{"name":"University of Perugia, Perugia, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2021,9,27]]},"reference":[{"key":"cit0001","first-page":"791","volume":"1","author":"Golchha N.","year":"2015","journal-title":"Int J Appl Res"},{"key":"cit0002","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2014.02.002"},{"key":"cit0003","doi-asserted-by":"publisher","DOI":"10.1057\/s41303-017-0049-y"},{"key":"cit0004","doi-asserted-by":"publisher","DOI":"10.1109\/UkrMiCo47782.2019.9165334"},{"key":"cit0005","first-page":"82","volume":"16","author":"Radovilsky Z","year":"2018","journal-title":"J Supply Chain Oper Manage"},{"key":"cit0006","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2017.05.004"},{"key":"cit0007","first-page":"70","volume":"90","author":"Patil T","year":"2012","journal-title":"Harvard Bus Rev"},{"key":"cit0008","author":"Davenport T","year":"2020","journal-title":"Harvard Data Sci Rev"},{"key":"cit0009","doi-asserted-by":"publisher","DOI":"10.1109\/CloudCom.2015.57"},{"key":"cit0010","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2019.2936705"},{"key":"cit0011","doi-asserted-by":"publisher","DOI":"10.1109\/CloudCom.2017.59"},{"key":"cit0012","doi-asserted-by":"publisher","DOI":"10.1109\/EnT.2016.017"},{"key":"cit0013","author":"Fayyad U","year":"2020","journal-title":"Harvard Data Sci Rev"},{"key":"cit0014","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12130"},{"key":"cit0015","doi-asserted-by":"publisher","DOI":"10.1145\/3287324.3287522"},{"key":"cit0016","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.5200"},{"key":"cit0017","doi-asserted-by":"publisher","DOI":"10.13189\/ujer.2014.020108"},{"key":"cit0018","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-02131-3_13"},{"key":"cit0019","author":"Mazoue JG","year":"2014","journal-title":"Educ Rev"},{"key":"cit0020","doi-asserted-by":"publisher","DOI":"10.1109\/TE.2016.2607693"},{"key":"cit0021","doi-asserted-by":"publisher","DOI":"10.1145\/2669711.2669902"},{"key":"cit0022","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2015.12.007"},{"key":"cit0023","doi-asserted-by":"publisher","DOI":"10.1126\/science.aav7958"},{"key":"cit0024","first-page":"130","volume-title":"Proceedings 2017 2nd International Conference on Modern Management, Education Technology, and Social Science (MMETSS 2017)","author":"Li Y"},{"key":"cit0025","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2017.09.012"},{"key":"cit0026","unstructured":"Krause SD, Lowe C. Invasion of the MOOCs: the promises and perils of massive open online courses. San Francisco (CA): Parlor Press; 2014. p. 223\u201328."},{"key":"cit0027","doi-asserted-by":"publisher","DOI":"10.1108\/HESWBL-09-2016-0065"},{"key":"cit0028","first-page":"215","volume-title":"Proceedings of the International Conference E-Learning 2014 \u2013 Part of the Multi. Conference on Computer Science and Information System","author":"Banks C","year":"2016"},{"key":"cit0029","unstructured":"Farrow R. Massive open online courses for employability, innovation and entrepreneurship: a rapid assessment of evidence. European MOOC Consortium \u2013 Labour Markets; 2019."},{"key":"cit0030","doi-asserted-by":"publisher","DOI":"10.1080\/14703297.2018.1443828"},{"key":"cit0031","first-page":"10","volume":"10","author":"Doke ER","year":"2000","journal-title":"J Inf Syst Educ"},{"key":"cit0032","first-page":"395","volume":"17","author":"Kim Y","year":"2006","journal-title":"J Inf Syst Educ"},{"key":"cit0033","first-page":"10","volume":"20","author":"Aasheim CL","year":"2019","journal-title":"J Inf Syst Educ"},{"key":"cit0034","first-page":"339","volume":"19","author":"Sahin YG","year":"2020","journal-title":"J Inf Technol Educ Res"},{"key":"cit0035","doi-asserted-by":"publisher","DOI":"10.1177\/2158244020958736"},{"key":"cit0036","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2020.113382"},{"key":"cit0037","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2924075"},{"key":"cit0038","doi-asserted-by":"publisher","DOI":"10.1080\/08874417.2017.1289354"},{"key":"cit0039","doi-asserted-by":"publisher","DOI":"10.1080\/08832323.2019.1596870"},{"key":"cit0040","author":"Persaud A","year":"2020","journal-title":"Inf Technol People"},{"key":"cit0041","doi-asserted-by":"publisher","DOI":"10.1109\/UBMYK48245.2019.8965457"},{"key":"cit0042","doi-asserted-by":"publisher","DOI":"10.1080\/08832323.2018.1520685"},{"key":"cit0043","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.107049"},{"key":"cit0044","first-page":"363","volume":"4","author":"Saurkar AV","year":"2018","journal-title":"Int J Futur Revolut Comput Sci Commun Eng"},{"key":"cit0045","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2019.113074"},{"key":"cit0046","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2019.07.014"},{"key":"cit0047","doi-asserted-by":"publisher","DOI":"10.1109\/NAFIPS-WConSC.2015.7284129"},{"key":"cit0048","doi-asserted-by":"publisher","DOI":"10.1162\/jmlr.2003.3.4-5.993"},{"key":"cit0049","first-page":"70","volume":"11","author":"Sharma D","year":"2019","journal-title":"Int J Intell Syst Appl"},{"key":"cit0050","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0307752101"},{"key":"cit0051","first-page":"1361","volume":"33","author":"Gurcan F","year":"2017","journal-title":"Int J Eng Educ"},{"key":"cit0052","first-page":"1","volume":"240","author":"Rosario B","year":"2000","journal-title":"Tech Rep INFOSYS"},{"key":"cit0053","first-page":"53","volume":"8","author":"Mirzal A","year":"2016","journal-title":"Int J Inf Decis Sci"},{"key":"cit0054","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-287-936-3_15"},{"key":"cit0055","doi-asserted-by":"publisher","DOI":"10.1109\/INFRKM.2016.7806346"},{"key":"cit0056","unstructured":"Kahlawi A, Martelli C, Buzzigoli L, Grassini L. A similarity matrix approach to empower ESCO interfaces for testing, debugging and in support of users \u2019 experience. In: Pollice A, Salvati N, Spagnolo FS. editors. Riunione Scientifica della Societ\u00e0 Italiana di Statistica. Pisa: Pearson; 2020. p 904\u201309."},{"key":"cit0057","first-page":"60012","volume-title":"AIP Conference Proceedings","author":"Rozeva A","year":"2017"},{"key":"cit0058","first-page":";42(2\/W7):137\u20131","author":"Suna D","year":"2017","journal-title":"Int Arch Photogramm Remote Sens Spat Inf Sci"}],"container-title":["Journal of Computer Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/08874417.2021.1971579","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,3,22]],"date-time":"2022-03-22T18:16:02Z","timestamp":1647972962000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08874417.2021.1971579"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,27]]},"references-count":58,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,3,4]]}},"alternative-id":["10.1080\/08874417.2021.1971579"],"URL":"https:\/\/doi.org\/10.1080\/08874417.2021.1971579","relation":{},"ISSN":["0887-4417","2380-2057"],"issn-type":[{"value":"0887-4417","type":"print"},{"value":"2380-2057","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,9,27]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ucis20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ucis20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-09-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}