Page 107 - ITU Journal - ICT Discoveries - Volume 1, No. 2, December 2018 - Second special issue on Data for Good
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ITU JOURNAL: ICT Discoveries, Vol. 1(2), December 2018



          United States and beyond. Data sovereignty, on the   order  to  stratify  and  tailor  services  towards  the
          other hand, takes as a starting point the social and   individual. In these contexts, and especially in cases
          collective  setting  in  which  individual  claims  are   of rare disease, a patient’s decision to share her data
          being  articulated,  recognized,  and  respected.    directly affects the clinical prospects of others. With
          Privacy  understood  as  contextual  integrity  [16],   the emergence of artificial intelligence in the clinic,
          where  the  appropriateness  of  information  flows   patient data is being used to learn neural networks
          turns  on  context-relative  expectations  and  norms   designed  to  improve  quality,  speed,  and  resource
          governing  access,  is  mindful  of  the  social     efficiency  of  clinical  decision  making  and
          embeddedness  of  privacy  claims.  But  unlike  data   treatments,  e.g.,  on  personalized  cancer  therapy
          sovereignty,   it  appears  to  leave  positive      [18]. With the rollout of electronic health records,
          entitlements to share information unarticulated.     sharing  one’s  personal  health  data  has  become
                                                               easier than ever.
          Two examples illustrate that such entitlements are
          vital. First, our lifeworlds are increasingly digitized   In this context, we can also mention the increasingly
          and mediated by data. Floridi and others [17] use    popular concept of a learning healthcare system [19]
          the term onlife to capture the intertwining, fusion   which seeks to embed knowledge generation into
          and  indivisibility  between  our  analogue,  offline   clinical care, including the systematic consideration
          lives  and  our  ICT-driven  activities  and  self-  of  routine  clinical  data  in  evidence  bases  and
          understandings. While privacy protects individuals   research  processes.  Some  authors  see  an
          against misuse of their data, Floridi argues that its   “obligation of patients to contribute to the common
          primary  importance  flows  from  our  status  as    purpose  of  improving  the  quality  and  value  of
          “informational  organisms  (inforgs),  mutually      clinical care and the health care system” [20].
          connected  and  embedded  in  an  informational
          environment (the infosphere)” [11]. Because of the   If one prefers to be more careful [21] with regards
          significance of information for the self-constitution   to a duty to participate in endeavors of this kind,
          of  inforgs,  privacy  breaches  infringe  upon  their   one  fruitful  avenue  is  to  examine  the  range  of
          identity.  This  is  what  Floridi  suggests  constitutes   attitudes and dispositions which subjects bring to
          the distinctive wrongness of such breaches.          the  table  all  along.  Gift  theorists  maintain  that
                                                               certain acts of giving are fully understood only if we
          Still, violating privacy is just one way of wronging   recognize  their  aneconomic  aspects:  These  acts
          inforgs. Compatible with and arguably inherent to    involve a sense of endowment, are being carried out
          the proposed picture is that the integrity of inforgs   without the intention to prompt a return, transcend
          requires not only protections but also entitlements.   the individual’s self-interest, and convey a symbolic,
          Privacy protects a deeply personal sphere, but the   non-commodifiable aspect that encodes the donor’s
          personality and identity residing in this sphere is   dedication and investment of a part of herself into
          itself constituted by informational ties and relations   what  she  is  giving  [22–24].  In  these  ways,  gifts
          to  others.  It  is  the  sharing,  not  the  retention  of   present  elements  of  recognition  that  cannot  be
          information  that  constitutes  identities  in  the  first   offset  against  other  things  and  introduce  these
          place.  Inforgs  conceive  of  themselves  and       elements into interactions that otherwise would be
          re-identify as well as recognize each other on the   guided primarily by a logic of economic exchange.
          basis  of  information  flows  which  catalyze  social
          bonds that are constitutive of a fulfilled life. Indeed,   Health-related acts of giving impact the recipient in
          intimacy and closeness are paradigmatically located   an immediate and bodily way, and the donation of
          in areas where informational friction is suspended in   personal health data is no exception. For example,
          the right ways. As Floridi illustrates, upon returning   genomic  data  is  highly  intimate  and  essentially
          to  Ithaca,  Odysseus  is  recognized  by  his  wife   personalized,  yet  some  individuals  obtain  their
          Penelope  on  the  basis  of  his  knowledge  of     genomic  data  from  direct-to-consumer  genetic
          information  that  only  the  two  of  them  have  in   testing and proceed to share it with researchers and
          common.                                              even the public domain. Empirical evidence on the
                                                               motivation of these individuals suggests that they
          Second, sharing data is vital in many contexts where   are  aware  of  looming  privacy  risks,  but  besides
          we  hope  to  enjoy  the  benefits  of  state-of-the-art   curiosity and the desire to learn more about their
          technology.  For  example,  personalized  medicine   genomes, the sharing is driven by the intention to
          requires the availability of large amounts of data in   contribute  to  medical  research  and  to  improve





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