{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T14:18:54Z","timestamp":1777472334207,"version":"3.51.4"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031199608","type":"print"},{"value":"9783031199615","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-19961-5_6","type":"book-chapter","created":{"date-parts":[[2022,10,22]],"date-time":"2022-10-22T10:02:55Z","timestamp":1666432975000},"page":"75-89","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Digital Transformation of Health Care Services: M\u00e9dikal Case Study"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1728-1462","authenticated-orcid":false,"given":"Jos\u00e9","family":"Medina-Moreira","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2510-7416","authenticated-orcid":false,"given":"Katty","family":"Lagos-Ortiz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1480-0263","authenticated-orcid":false,"given":"Andrea","family":"Sinche-Guzm\u00e1n","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,10,23]]},"reference":[{"key":"6_CR1","doi-asserted-by":"publisher","first-page":"1589","DOI":"10.1109\/JBHI.2017.2767063","volume":"22","author":"B Shickel","year":"2017","unstructured":"Shickel, B., Tighe, P., Bihorac, A.: Deep EHR: a survey of recent advances in deep learning techniques for electronic health record (EHR) analysis. IEEE J. Biomed. Heal. informatics. 22, 1589\u20131604 (2017)","journal-title":"IEEE J. Biomed. Heal. informatics."},{"key":"6_CR2","unstructured":"OMS, O.M. de la S.: CD59\/6 - Hoja de ruta para la transformaci\u00f3n digital del sector de la salud en la Regi\u00f3n de las Am\u00e9ricas - OPS\/OMS | Organizaci\u00f3n Panamericana de la Salud. https:\/\/www.paho.org\/es\/documentos\/cd596-hoja-ruta-para-transformacion-digital-sector-salud-region-americas. Last accessed 21 June 2022"},{"issue":"3","key":"6_CR3","doi-asserted-by":"publisher","first-page":"575","DOI":"10.1007\/s12553-019-00402-8","volume":"10","author":"ICP Marques","year":"2019","unstructured":"Marques, I.C.P., Ferreira, J.J.M.: Digital transformation in the area of health: systematic review of 45\u00a0years of evolution. Heal. Technol. 10(3), 575\u2013586 (2019). https:\/\/doi.org\/10.1007\/s12553-019-00402-8","journal-title":"Heal. Technol."},{"key":"6_CR4","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/978-3-642-18333-1_18","volume-title":"Computer and Computing Technologies in Agriculture IV","author":"S Hu","year":"2011","unstructured":"Hu, S., Wang, H., She, C., Wang, J.: AgOnt: ontology for agriculture internet of things. In: Li, D., Liu, Y., Chen, Y. (eds.) CCTA 2010. IAICT, vol. 344, pp. 131\u2013137. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-18333-1_18"},{"key":"6_CR5","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1016\/J.JBUSRES.2020.10.030","volume":"123","author":"S Kraus","year":"2021","unstructured":"Kraus, S., Schiavone, F., Pluzhnikova, A., Invernizzi, A.C.: Digital transformation in healthcare: analyzing the current state-of-research. J. Bus. Res. 123, 557\u2013567 (2021). https:\/\/doi.org\/10.1016\/J.JBUSRES.2020.10.030","journal-title":"J. Bus. Res."},{"key":"6_CR6","doi-asserted-by":"publisher","unstructured":"Cavoski, S., Vujovic, V., Devrnja, V., Ferenc, B., Lukic, F.: Digital transformation in healthcare healthcare on demand. In: 2022 21st International Sympoisum INFOTEH-JAHORINA, INFOTEH 2022 \u2013 Proceedings, pp. 1\u20136 (2022). https:\/\/doi.org\/10.1109\/INFOTEH53737.2022.9751335","DOI":"10.1109\/INFOTEH53737.2022.9751335"},{"key":"6_CR7","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1515\/CCLM-2018-0658\/PDF","volume":"57","author":"G Gopal","year":"2019","unstructured":"Gopal, G., Suter-Crazzolara, C., Toldo, L., Eberhardt, W.: Digital transformation in healthcare - architectures of present and future information technologies. Clin. Chem. Lab. Med. 57, 328\u2013335 (2019). https:\/\/doi.org\/10.1515\/CCLM-2018-0658\/PDF","journal-title":"Clin. Chem. Lab. Med."},{"key":"6_CR8","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1016\/S1353-4858(17)30081-8","volume":"2017","author":"E Haggerty","year":"2017","unstructured":"Haggerty, E.: Healthcare and digital transformation. Netw. Secur. 2017, 7\u201311 (2017). https:\/\/doi.org\/10.1016\/S1353-4858(17)30081-8","journal-title":"Netw. Secur."},{"key":"6_CR9","first-page":"4","volume":"1","author":"T Fern\u00e1ndez","year":"2020","unstructured":"Fern\u00e1ndez, T.: Taxonom\u00eda de transformaci\u00f3n digital. Rev. Cuba. Transform. 1, 4\u201323 (2020)","journal-title":"Rev. Cuba. Transform."},{"key":"6_CR10","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1080\/00207411.1989.11449141","volume":"18","author":"A Sarris","year":"2015","unstructured":"Sarris, A., Sawyer, M.G.: Automated information systems in mental health services. Int. J. Ment. Health. 18, 18\u201330 (2015). https:\/\/doi.org\/10.1080\/00207411.1989.11449141","journal-title":"Int. J. Ment. Health."},{"key":"6_CR11","unstructured":"Benech Valdovinos, R.: Study on the impact on the implementation of digital tools in people management in a social security institution. Rev. Gesti\u00f3n las Pers. y Tecnol. 39, (2020)"},{"key":"6_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/S12913-018-2856-9","volume":"18","author":"E Alagoz","year":"2018","unstructured":"Alagoz, E., Chih, M.Y., Hitchcock, M., Brown, R., Quanbeck, A.: The use of external change agents to promote quality improvement and organizational change in healthcare organizations: a systematic review. BMC Health Serv. Res. 18, 1\u201313 (2018). https:\/\/doi.org\/10.1186\/S12913-018-2856-9","journal-title":"BMC Health Serv. Res."},{"key":"6_CR13","doi-asserted-by":"publisher","first-page":"1159","DOI":"10.1111\/JOMS.12639","volume":"58","author":"A Hanelt","year":"2021","unstructured":"Hanelt, A., Bohnsack, R., Marz, D., Antunes Marante, C.: A systematic review of the literature on digital transformation: insights and implications for strategy and organizational change. J. Manag. Stud. 58, 1159\u20131197 (2021). https:\/\/doi.org\/10.1111\/JOMS.12639","journal-title":"J. Manag. Stud."},{"key":"6_CR14","doi-asserted-by":"publisher","first-page":"1388","DOI":"10.1108\/K-02-2021-0129\/FULL\/XML","volume":"51","author":"M Rahimi","year":"2022","unstructured":"Rahimi, M., Jafari Navimipour, N., Hosseinzadeh, M., Moattar, M.H., Darwesh, A.: Toward the efficient service selection approaches in cloud computing. Kybernetes 51, 1388\u20131412 (2022). https:\/\/doi.org\/10.1108\/K-02-2021-0129\/FULL\/XML","journal-title":"Kybernetes"},{"key":"6_CR15","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1109\/MIC.2010.147","volume":"14","author":"Y Wei","year":"2010","unstructured":"Wei, Y., Blake, M.B.: Service-oriented computing and cloud computing: challenges and opportunities. IEEE Internet Comput. 14, 72\u201375 (2010). https:\/\/doi.org\/10.1109\/MIC.2010.147","journal-title":"IEEE Internet Comput."},{"key":"6_CR16","doi-asserted-by":"publisher","unstructured":"Hota, N., Pattanayak, B.K.: Cloud computing load balancing using amazon web service technology. In: Advance Intellingent Systems and Computing, vol. 1299, pp. 661\u2013669. AISC (2021). https:\/\/doi.org\/10.1007\/978-981-33-4299-6_54\/COVER\/","DOI":"10.1007\/978-981-33-4299-6_54\/COVER"},{"key":"6_CR17","doi-asserted-by":"publisher","unstructured":"Nicholas, J.M., Steyn, H.: Project Management for Engineering, Business and Technology. Routledge (2020). https:\/\/doi.org\/10.4324\/9780429297588","DOI":"10.4324\/9780429297588"},{"key":"6_CR18","first-page":"1062","volume":"E17","author":"M Ram\u00edrez","year":"2019","unstructured":"Ram\u00edrez, M., Soto, M., Moreno, H., Rojas, E.M., Mill\u00e1n, N., Cisneros, R.: Metodolog\u00eda SCRUM y desarrollo de Repositorio Digital. Rev. Ib\u00e9rica Sist. e Tecnol. Informa\u00e7\u00e3o E17, 1062\u20131072 (2019)","journal-title":"Rev. Ib\u00e9rica Sist. e Tecnol. Informa\u00e7\u00e3o"},{"key":"6_CR19","doi-asserted-by":"publisher","unstructured":"Hayat, F., Rehman, A.U., Arif, K.S., Wahab, K., Abbas, M.: The influence of agile methodology (scrum) on software project management. In: Proceedings of the - 20th IEEE\/ACIS International Conference Softwage Engingeering Artifical Intelligence Netwwork Parallel\/Distributed Comput. SNPD 2019, pp. 145\u2013149 (2019). https:\/\/doi.org\/10.1109\/SNPD.2019.8935813","DOI":"10.1109\/SNPD.2019.8935813"},{"key":"6_CR20","unstructured":"Schulmeyer, G.: Handbook of software quality assurance (2007)"},{"key":"6_CR21","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1007\/978-3-319-67283-0_5\/COVER\/","volume":"749","author":"J Medina-Moreira","year":"2017","unstructured":"Medina-Moreira, J., Apolinario, O., Luna-Aveiga, H., Lagos-Ortiz, K., Paredes-Valverde, M.A., Valencia-Garc\u00eda, R.: A collaborative filtering based recommender system for disease self-management. Commun. Comput. Inf. Sci. 749, 60\u201371 (2017). https:\/\/doi.org\/10.1007\/978-3-319-67283-0_5\/COVER\/","journal-title":"Commun. Comput. Inf. Sci."},{"key":"6_CR22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-658-29779-4","volume-title":"Data Analytics","author":"TA Runkler","year":"2020","unstructured":"Runkler, T.A.: Data Analytics. Springer Fachmedien Wiesbaden, Wiesbaden (2020). https:\/\/doi.org\/10.1007\/978-3-658-29779-4"},{"key":"6_CR23","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1186\/2047-2501-2-3","volume":"2","author":"W Raghupathi","year":"2014","unstructured":"Raghupathi, W., Raghupathi, V.: Big data analytics in healthcare: promise and potential. Heal. Inf. Sci. Syst. 2, 3 (2014). https:\/\/doi.org\/10.1186\/2047-2501-2-3","journal-title":"Heal. Inf. Sci. Syst."},{"key":"6_CR24","doi-asserted-by":"publisher","unstructured":"Diouf, P.S., Boly, A., Ndiaye, S.: Variety of data in the ETL processes in the cloud: State of the art. In: 2018 IEEE International Conference Innovation Research Development, pp. 1\u20135. ICIRD (2018). https:\/\/doi.org\/10.1109\/ICIRD.2018.8376308","DOI":"10.1109\/ICIRD.2018.8376308"},{"key":"6_CR25","doi-asserted-by":"publisher","unstructured":"Vassiliadis, P., Simitsis, A., Skiadopoulos, S.: Conceptual modeling for ETL processes. In: ACM International Workshop on Data Warehousing and OlAP, pp. 14\u201321 (2002). https:\/\/doi.org\/10.1145\/583890.583893","DOI":"10.1145\/583890.583893"},{"key":"6_CR26","doi-asserted-by":"publisher","first-page":"801","DOI":"10.1016\/J.PROTCY.2013.12.261","volume":"11","author":"NHZ Abai","year":"2013","unstructured":"Abai, N.H.Z., Yahaya, J.H., Deraman, A.: User requirement analysis in data warehouse design: a review. Procedia Technol. 11, 801\u2013806 (2013). https:\/\/doi.org\/10.1016\/J.PROTCY.2013.12.261","journal-title":"Procedia Technol."},{"key":"6_CR27","doi-asserted-by":"publisher","unstructured":"Cuzzocrea, A., Bellatreche, L., Song, I.Y.: Data warehousing and OLAP over big data: current challenges and future research directions. In: International Conference Information Knowledge Management Proceedings, pp. 67\u201370 (2013). https:\/\/doi.org\/10.1145\/2513190.2517828","DOI":"10.1145\/2513190.2517828"},{"key":"6_CR28","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1108\/14635770410532624\/FULL\/XML","volume":"11","author":"APC Chan","year":"2004","unstructured":"Chan, A.P.C., Chan, A.P.L.: Key performance indicators for measuring construction success. Benchmarking Int. J. 11, 203\u2013221 (2004). https:\/\/doi.org\/10.1108\/14635770410532624\/FULL\/XML","journal-title":"Benchmarking Int. J."},{"issue":"10","key":"6_CR29","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11882-018-0808-4","volume":"18","author":"M Waller","year":"2018","unstructured":"Waller, M., Stotler, C.: Telemedicine: a primer. Curr. Allergy Asthma Rep. 18(10), 1\u20139 (2018). https:\/\/doi.org\/10.1007\/s11882-018-0808-4","journal-title":"Curr. Allergy Asthma Rep."}],"container-title":["Communications in Computer and Information Science","Technologies and Innovation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-19961-5_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,7]],"date-time":"2022-11-07T00:49:38Z","timestamp":1667782178000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-19961-5_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031199608","9783031199615"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-19961-5_6","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"23 October 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CITI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Technologies and Innovation","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guayaquil","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ecuador","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 November 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 November 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"citi2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/congresos.uagraria.edu.ec\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easy chair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"48","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"19","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"40% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}