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OPERATIONALIZING DATA JUSTICE IN HEALTH INFORMATICS

                                                     Mamello Thinyane

                           United Nations University Institute on Computing and Society, Macau SAR, China


                              ABSTRACT                        developments  are  also  increasingly  being  recognized  and
                                                              understood:   growing   inequality,   new   forms   of
           There is a growing awareness of the need and increasing   marginalization and exclusion, digital waste, disruptions and
           demands  for  technology  to  embed,  be  sensitive  to,  be   decimation of norms.
           informed  by,  and  to  be  a  conduit  of  societal  values  and
           ethical principles. Besides the normative frameworks, such   This  potential  of  the  4IR  to  have  adverse  developmental
           as  the  Human  Rights  principles,  being  used  to  inform   impacts is giving motivation and impetus to global efforts
           technology  developments,  numerous  stakeholders  are  also   towards ensuring that the outcomes of the use of technology
           developing ethical guidelines and principles to inform their   in society are consistent with our values, goals and desired
           technology  solutions  across  various  domains,  particularly   futures.  These  efforts  are  advancing  at  many  levels  (e.g.
           around  the  use  of  frontier  technologies  such  as  artificial   organization, national, global) and from various fronts (e.g.
           intelligence, machine learning, Internet of things, robotics   legal,  technological,  educational,  standards).  For  example,
           and big data. Digital health is one of the domains where the   legal  stipulations  such  as  the  General  Data  Protection
           convergence  of  technology  and  health  stands  to  have  a   Regulation  (GDPR),  the  Health  Insurance  Portability  and
           significant  impact  on  advancing  sustainable  development   Accountability Act (HIPAA), and the Protection of Personal
           imperatives, specifically around health and wellbeing (i.e.   Information Act (POPIA) are in place to protect and guide
           SDG3). As far as digital health is concerned, what values   the use of data. Ethics frameworks such as Ethical OS, Data
           and ethical principles should inform solutions in this domain,  Ethics  Framework,  and  Asilomar  AI  principles,  are  being
           and more significantly, how should these be translated and   formulated to inform technology solutions and use. At the
           embedded  into  specific  technology  solutions?  This  paper   standards level, examples include the ISO/IEC 29100:2011
           explores the notion of data justice in the context of health   “Information  technology,  security  techniques,  privacy
           informatics  and  outlines  the  key  considerations  for  data   framework”  standard  on  privacy  protection  of  personally
           collection, processing, use, sharing and exchange towards   identifiable information (PII), as well as the work from the
           health outcomes and impact. Further, the paper explores the   International Telecommunication Union (ITU) Focus Group
           operationalization  of  Mortier  et  al.’s  Human-Data   on  Data  Processing  and  Management  (FG-DPM)  within
           Interaction principles of legibility, agency and negotiability   Working  Group  3  on  “Data  sharing,  interoperability  and
           through a health informatics system architecture.    blockchain”  as  well  as  Working  Group  4  on  “Security,
                                                              privacy and trust including Governance”. At the global level,
            Keywords – data justice, human-data interaction, personal   normative frameworks such as the Human Rights principles,
                            health informatics                provide high-level guidelines that could be operationalized
                                                              in the development of technology solutions across various
                         1.  INTRODUCTION                     domains. One such domain that is being transformed by the
                                                              recent  information  and  communication  technology
           The  fourth  industrial  revolution  (4IR)  is  set  to  transform   developments is health. Digital health is not only improving
           society in many fundamentally deep and broad ways. Unlike   health  service  delivery,  it  is  also  introducing  new
           the  previous  industrial  revolutions,  the  impact  of  the  4IR   technologies  and  solutions  towards  universal  health
           stands to be unprecedented due to the velocity, scope and   coverage and global health and wellbeing goals [3].
           system impacts of the technological developments [1]. Some
           of the ensuing and anticipated technological developments   This  research  explores  the  use  of  data  within  the  digital
           are set to have fundamental and existential impacts on our   health domain, highlighting the pathways from data to health
           lives,  for  example,  the  societal  evolution  towards  the   outcomes  and  impacts,  the  key  challenges  and  risks
           infosphere [2], human augmentation through biotechnology,   associated with the use of personal health data, as well as an
           and  the  pervasiveness  of  robotics,  autonomous  computing   overview of data justice principles and their application in
           and artificial intelligence (AI). The potential of the 4IR, like   digital health.  The discussions in this paper are supported
           other  technological  developments  before,  to  contribute  to   and  augmented  with  the  findings  from  a  survey  that  was
           advancing sustainable development  imperatives  is broadly   undertaken  in  pursuit  of  two  lines  of  inquiry,  firstly,  to
           recognized,   e.g.   supporting   innovation,   improving   understand individuals’ use of personal health informatics,
           efficiencies  and  enhancing  livelihoods.  However,  the   in  particular,  their  motivations  for  data  collection  and
           challenges  and  risks  presented  by  these  technological   monitoring, as well as their current practice around health




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