Page 71 - Reforming Benefits Decision-Making -(updated - August 2021)
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in relation to fraud detection and prevention. The DWP should disclose
               the data inputs and parameters  of  the system, and where possible,  the
               algorithms themselves, but at a minimum the criteria or indicators used
               by  the system. The DWP  should also  be clear about the constraints of
               automated systems and what is, and is not, technologically possible. The
               DWP  should work with civil society  organisations  in  order to establish
               the most useful way to publish and present this information.
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          Standards, quality control, training and oversight


          2.93  Throughout our research and consultations with users of the system and their
               advisers and with the DWP themselves, it became apparent that in relation to
               many issues that we identified there is a significant disconnect between what
               DWP policy or ‘best practice’ is on the one hand and claimants’ experience of
               benefits decision-making, on the other. In addition, there does not appear to
               be a process or system in place to understand why decisions are frequently
               being overturned on appeal and to implement changes as a result of lessons
               learned.

          Quality control, standards and oversight

          2.94  The DWP has a Quality Assurance Framework which is a three-tier system –
               the first two tiers report internally and the third to the NAO. It states that the
               framework ensures that decisions made are legal, payments made are accurate
               and claimants are notified of their entitlements and responsibilities and their
               appeal rights. Tier 1  seeks to identify errors in individual decisions, tier 2
               evaluates the effectiveness of processes and tier 3 evaluates whether processes
               have resulted in reductions to levels of loss in DWP benefits through official



          201   In  this context the DWP should  have regard to the Information Commissioner’s Guidance  on
          automated decision-making. Although the guidance applies to decision-making by automated means
          without any human involvement, which is not something the DWP currently does, the principles and
          practices in the guidance may be helpful in addressing this recommendation. For example using visuals
          to explain what information is collected and why it is relevant to the process and having a set of ethical
          principles to help build trust in the process (Information Commissioner’s Office, ‘Rights related to
          automated  decision making including profiling’,  Guide to the  General Data Protection Regulation
          (GDPR)


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