Digital transformation in the area of health: systematic review of 45 years of evolution

This study aims to explore the potential of existing digital solutions to improve the quality and safety of healthcare and analyse the emerging trend of digital medicine. Systematic Literature Review (SLR) of the period 1973–2018. To select articles, a prioritization index is proposed, aggregating the characteristics of the score of journals (2017 basis), number of article citations and year of publication, through the Simple Multi-attribute Rating Technique Exploiting Ranks (SMARTER) method. Of the 749 articles listed, 53 were selected and analysed. The majority of research in digital medicine has been focused on integrated management, electronic medical records and medical images, but a research trend is observed in new areas such as virtual service, the use of portable devices as instruments for monitoring the patient and concern about the privacy of medical documents. Categorization in seven areas was carried out, focusing on integrated management of information technology in health, medical images, electronic medical records, development of portable, mobile devices in health, access to e-health, telemedicine and privacy of medical data. Longitudinal analysis of systematized studies, keeping the focus on digital technological developments in health is a trend to extend researchers’ vision, by providing important indications for further study. Suggestions for future investigations are formulated for each identified category. This study reveals great possibilities for SLR with the use of Simple Multi-attribute Rating Technique Exploiting Ranks (SMARTER).

[1]  James H Thrall,et al.  Teleradiology. Part II. Limitations, risks, and opportunities. , 2007, Radiology.

[2]  Stephen T. C. Wong,et al.  A hospital integrated framework for multimodality image base management , 1996, IEEE Trans. Syst. Man Cybern. Part A.

[3]  Saraju P. Mohanty,et al.  SBPG: Secure Better Portable Graphics for Trustworthy Media Communications in the IoT , 2018, IEEE Access.

[4]  Jiankun Hu,et al.  Enabling Identity-Based Integrity Auditing and Data Sharing With Sensitive Information Hiding for Secure Cloud Storage , 2019, IEEE Transactions on Information Forensics and Security.

[5]  Monideepa Tarafdar,et al.  Understanding information exchange in healthcare operations: Evidence from hospitals and patients , 2015 .

[6]  Ralph L. Keeney,et al.  Decisions with multiple objectives: preferences and value tradeoffs , 1976 .

[7]  Nachman Ash,et al.  Application of information technology within a field hospital deployment following the January 2010 Haiti earthquake disaster , 2010, J. Am. Medical Informatics Assoc..

[8]  P. Levy,et al.  New Approaches to Evaluating and Monitoring Blood Pressure , 2016, Current Hypertension Reports.

[9]  Bruce E. Barrett,et al.  The efficacy of SMARTER — Simple Multi-Attribute Rating Technique Extended to Ranking , 1996 .

[10]  Chao-Tung Yang,et al.  Accessing medical image file with co-allocation HDFS in cloud , 2015, Future Gener. Comput. Syst..

[11]  Robert L. Baker,et al.  Computer Support for a Neighborhood Health Clinic: Design and Implementation , 1973 .

[12]  Yan Li,et al.  A distributed ensemble approach for mining healthcare data under privacy constraints , 2016, Inf. Sci..

[13]  Adam Dubrowski,et al.  The role of organizational context and individual nurse characteristics in explaining variation in use of information technologies in evidence based practice , 2012, Implementation Science.

[14]  S C Orphanoudakis,et al.  I2Cnet: Content-based similarity search in geographically distributed repositories of medical images. , 1996, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[15]  Mihir A. Parikh,et al.  Paper Versus Electronic Medical Records: The Effects of Access on Physicians' Decisions to Use Complex Information Technologies , 2009, Decis. Sci..

[16]  R. Bal,et al.  Strengthening the evidence-base of integrated care for people with multi-morbidity in Europe using Multi-Criteria Decision Analysis (MCDA) , 2018, BMC Health Services Research.

[17]  Jen-Her Wu,et al.  The integration effort and E-health compatibility effect and the mediating role of E-health synergy on hospital performance , 2016, Int. J. Inf. Manag..

[18]  F. H. Barron,et al.  SMARTS and SMARTER: Improved Simple Methods for Multiattribute Utility Measurement , 1994 .

[19]  H. K. Huang Enterprise PACS and image distribution. , 2003, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[20]  Monika Ahuja,et al.  Quality of EHR data extractions for studies of preterm birth in a tertiary care center: guidelines for obtaining reliable data , 2016, BMC Pediatrics.

[21]  J. Dolan Multi-Criteria Clinical Decision Support , 2010, The patient.

[22]  Ritu Agarwal,et al.  Evolving Work Routines: Adaptive Routinization of Information Technology in Healthcare , 2011, Inf. Syst. Res..

[23]  R. Snow,et al.  Access to emergency hospital care provided by the public sector in sub-Saharan Africa in 2015: a geocoded inventory and spatial analysis , 2018, The Lancet. Global health.

[24]  Javier Reina-Tosina,et al.  New approaches toward the fully digital integrated management of a burn unit , 2002, IEEE Transactions on Biomedical Engineering.

[25]  C. Anandan,et al.  The Impact of eHealth on the Quality and Safety of Health Care: A Systematic Overview , 2011, PLoS medicine.

[26]  Andrew Georgiou,et al.  Review Paper: The Impact of Mobile Handheld Technology on Hospital Physicians' Work Practices and Patient Care: A Systematic Review , 2009, J. Am. Medical Informatics Assoc..

[27]  Rui Guo,et al.  Secure Attribute-Based Signature Scheme With Multiple Authorities for Blockchain in Electronic Health Records Systems , 2018, IEEE Access.

[28]  A. Sutton,et al.  Quality control in systematic reviews and meta-analyses. , 2010, European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery.

[29]  Sonia Lamont,et al.  Factors That Impact the Success of Interorganizational Health Promotion Collaborations: A Scoping Review , 2018, American journal of health promotion : AJHP.

[30]  Eko Supriyanto,et al.  Role of OpenEHR as an open source solution for the regional modelling of patient data in obstetrics , 2015, J. Biomed. Informatics.

[31]  Tarik Alkasab,et al.  Tufts Health Sciences Database: Lessons, Issues, and Opportunities , 2003, Academic medicine : journal of the Association of American Medical Colleges.

[32]  Gary B. Smith,et al.  Hospital-wide physiological surveillance-a new approach to the early identification and management of the sick patient. , 2006, Resuscitation.

[33]  R. Layard,et al.  Transparency about the outcomes of mental health services (IAPT approach): an analysis of public data , 2017, The Lancet.

[34]  Keith Marsolo,et al.  PEDSnet: a National Pediatric Learning Health System , 2014, J. Am. Medical Informatics Assoc..

[35]  Barton F Branstetter,et al.  Basics of imaging informatics. Part 1. , 2007, Radiology.

[36]  S Forti,et al.  Development and daily use of an electronic oncological patient record for the total management of cancer patients: 7 years' experience. , 2009, Annals of oncology : official journal of the European Society for Medical Oncology.

[37]  Sotiris Pavlopoulos,et al.  An image processing and management system for radiology with telemedicine services , 1999, Future Gener. Comput. Syst..

[38]  Harry Reyes Nieva,et al.  Scale-up of networked HIV treatment in Nigeria: Creation of an integrated electronic medical records system , 2015, Int. J. Medical Informatics.

[39]  Sooyoung Yoo,et al.  Electronically implemented clinical indicators based on a data warehouse in a tertiary hospital: Its clinical benefit and effectiveness , 2014, Int. J. Medical Informatics.

[40]  P. Goodwin,et al.  Weight approximations in multi-attribute decision models , 2002 .

[41]  D. Blumenthal,et al.  Federal health information policy: a case of arrested development. , 2003, Health affairs.

[42]  M Sculpher,et al.  EOS 2D/3D X-ray imaging system: a systematic review and economic evaluation. , 2012, Health technology assessment.

[43]  N. Menachemi,et al.  Influence of Pay-for-Performance Programs on Information Technology Use Among Child Health Providers: The Devil Is in the Details , 2009, Pediatrics.

[44]  J. Dowell,et al.  Evaluation of Clinical Pharmacy Services in a Hematology/Oncology Outpatient Setting , 2006, The Annals of pharmacotherapy.

[45]  F. H. Barneveld Binkhuysen,et al.  Teleradiology: evolution and concepts. , 2011, European journal of radiology.

[46]  Jie Huang,et al.  Use of e-Health services between 1999 and 2002: a growing digital divide. , 2004, Journal of the American Medical Informatics Association : JAMIA.

[47]  Ward Edwards,et al.  How to Use Multiattribute Utility Measurement for Social Decisionmaking , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[48]  S. Bredie,et al.  A Cloud-Based Virtual Outpatient Clinic for Patient-Centered Care: Proof-of-Concept Study , 2018, Journal of medical Internet research.

[49]  Sigal Kaplan,et al.  COPE-SMARTER – A decision support system for analysing the challenges, opportunities and policy initiatives: A case study of electric commercial vehicles market diffusion in Denmark , 2016 .

[50]  Andrea Brunner,et al.  An unusual cause of inspiratory stridor in the newborn: congenital pharyngeal teratoma – a case report , 2016, BMC Pediatrics.

[51]  Bruce A Beckwith,et al.  Standards to support information systems integration in anatomic pathology. , 2009, Archives of pathology & laboratory medicine.

[52]  David L. Olson,et al.  Implementation of the centroid method of Solymosi and Dombi , 1992 .

[53]  Taesoo Lee,et al.  An Implementation of Wireless Medical Image Transmission System on Mobile Devices , 2008, Journal of Medical Systems.

[54]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[55]  Byeong Seok Ahn,et al.  Multiattribute decision aid with extended ISMAUT , 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[56]  Yukako Yagi,et al.  Use of whole slide imaging in surgical pathology quality assurance: design and pilot validation studies. , 2006, Human pathology.

[57]  Margaret McCann,et al.  Computer and mobile technology interventions for self-management in chronic obstructive pulmonary disease. , 2017, The Cochrane database of systematic reviews.

[58]  P V Harrison,et al.  Digital teledermatology for skin tumours: A preliminary assessment using a receiver operating characteristics (ROC) analysis , 1999, Journal of telemedicine and telecare.

[59]  Yuqing Fang Visualizing the structure and the evolving of digital medicine: a scientometrics review , 2015, Scientometrics.

[60]  Peter Mendel,et al.  Implementation of the CALM intervention for anxiety disorders: a qualitative study , 2012, Implementation Science.

[61]  Yves Meinard,et al.  A meta-decision-analysis approach to structure operational and legitimate environmental policies - With an application to wetland prioritization. , 2019, The Science of the total environment.

[62]  Jose Arturo Garza-Reyes,et al.  Green lean and the need for Six Sigma , 2015 .

[63]  K. Foord,et al.  Year 2000: status of picture archiving and digital imaging in European hospitals , 2001, European Radiology.

[64]  Luis C. Dias,et al.  Multiattribute Choice With Ordinal Information: A Comparison of Different Decision Rules , 2009, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[65]  U. Tylén Stimulable phosphor plates in chest radiology , 1997, European Radiology.

[66]  Steven Walczak,et al.  Impacts of mobile tablet computing on provider productivity, communications, and the process of care , 2016, Int. J. Medical Informatics.

[67]  Parisa Rashidi,et al.  Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis , 2017, IEEE Journal of Biomedical and Health Informatics.

[68]  J. Watkins,et al.  A hospital-wide picture archiving and communication system (PACS): the views of users and providers of the radiology service at Hammersmith Hospital. , 1999, European journal of radiology.

[69]  S. Hulley,et al.  Designing clinical research , 2013 .

[70]  W. Edwards How to Use Multi-Attribute Utility Measurement for Social Decision Making , 1976 .

[71]  Karen Dunn Lopez,et al.  Integrative review of clinical decision support for registered nurses in acute care settings , 2017, J. Am. Medical Informatics Assoc..

[72]  G. Clifford,et al.  Wireless technology in disease management and medicine. , 2012, Annual review of medicine.

[73]  D. Asch,et al.  Subscribing to Your Patients - Reimagining the Future of Electronic Health Records. , 2018, The New England journal of medicine.

[74]  Eliot L Siegel,et al.  Work flow redesign: the key to success when using PACS. 2002. , 2002, Journal of digital imaging.