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CPS2111 Grant J. Cameron et al.
                  it  now  to  examine  a  disaggregation  of  the  scores  by  regions  in  all  four
                  dimensions,  which  can  help  us  disentangle  which  dimensions  drive  these
                  differences and can be improved.


































                      Figure 2 offers several interesting observations. First, a country’s score on
                  a certain dimension can be quite different from that of its overall SPI score. In
                  particular,  all  dimensions—except  for  the  DPO  dimension—have  a  ranking
                  order for country performance that is different from that with the overall score.
                  An  interesting  example  is  the  ECA  region,  which  is  consistently  the  best
                  performer on all dimensions but AKI, where the SAS region is now the best
                  performer. On the other hand, SSA performs slightly better than the global
                  average  on  the  AKI  dimension,  but  is  the  weakest  performer  on  the  rest.
                  Second, countries generally perform best in the AKI dimension, where their
                  average dimension score is 77 percent, which is almost the corresponding
                  figure for the other dimensions.

                  4. Discussion and Conclusion
                      This  new  index  could  be  seen  as  the  first  step  before  more  resource-
                  intensive  country-specific  assessments  to  inform  multi-year  improvement
                  plans.  Our proposed framework is also flexible enough to allow for future
                  revisions  as  the  global  data  landscape  evolves.  For  example,  we  can
                  incorporate new indicators such as whether an NSO uses cloud computing to
                  store  their  data  or  implements  household  panel  surveys  in  the  relevant
                  dimensions  without  creating  major  changes  to  the  total  scores.  Our
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