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Challenges for a data-driven society




           by  individuals  in  the  country.  Data  from  the  Global   regions  are  North  America,  South  Asia,  East  Asia  and
           Innovation Index (GII 2017), was used as a measurement of   Pacific,  Middle  East  &  North  Africa,  Latin  America  &
           innovation [25]. The ICT Development Index (IDI) 2016 by   Caribbean, Europe & Central Asia and Sub-Sahara Africa.
           the  International  Telecommunication  Union  (ITU)  [12]   The income-level categories are high-income, upper middle-
           measures  the  ICT  development  of  the  countries  based  on   income,  lower  middle-income,  and  low-income.  The  WB
           eleven indicators contained in the categories ICT access, use   gives the following definitions of the levels for the current
           and skills.                                        fiscal year, high-income economies are those with a GNI per
                                                              capita of $12,476 or more; upper middle-income economies
                                                              are those with a GNI per capita between $4,036 and $12,475;
              Table 1. Open Data Barometer – indicators and weights.   lower middle-income economies are those with a GNI per
             Sub-index                 data   (%)   scale   wgt.   capita  between  $1,026  and  $4,035;  low-income  are  those
             Readiness                      35   0-100        with a GNI per capita of $1,025 or less in 2015 [30].
             Government policies                         1/4
             Open data policies/strategies   p                3.1.1. Regions and GNI based analysis
             Open data management      p
             Importance of ICT to government   s
             vision                                           An overview of the ODB rank 4th edition is shown in Figure
             Government actions                          1/4   2. From this heat map, one observes that the open data rank
             Open government initiative   p                   follows expected results regarding regions and income levels
             City/region freedom running open   p
             data initiatives                                 of countries. The countries at the top of the ODB rank are the
             Government on-line service index   s             United Kingdom (UK), Canada, France, the United States of
             Entrepreneurs & business                    1/4   America  (USA),  Australia,  Japan.  The  top  ten  countries
             Availability of training on open data    p       according to the ODB rank 4th edition are shown in Table 2.
             Support for innovation through open   p
             data
             Firms level of technology absorption   s            Table 2. Top ten countries according with the ODB 4th
             Internet users            s                                     edition rank and scores.
             Citizens & civil Society                    1/4
             Right-to-information law   p                       Country      Rank   Score   Readiness   Implem.   Impact
             Legal/regulatory framework for   p
             protection of personal data                        UK           1     100   99      100     94
             Engagement of civil society and IT   p             Canada       2     90    96      87      82
             professionals with government                      France       3     85    100     71      88
             regarding open data                                USA          4     82    96      71      80
             Political freedoms and civil liberties   s         Korea        5     81    95      59      100
             index                                              Australia    5     81    85      78      78
             Implementation                 35   0-100          New Zealand   7    79    92      58      99
             Innovation                p                 1/3    Japan        8     75    84      60      89
             Social policy             p                 1/3    Netherlands   8    75    94      64      68
             Accountability            p                 1/3    Norway       10    74    77      71      73
             Impact                         30   0-100
             Political                                   1/3   The average OBD rank per region reflects the current global
             Government efficiency and   p                    economic trends, in which East and South Asia are the most
             effectiveness
             Transparency              p                      dynamic regions of the world, and the low-income countries
             Social                                      1/3   still  being  left  behind  [30].  Figure  3  that  there  is  a  wide
             Environmental sustainability   p                 difference  in  performance  of  countries  within  the  same
             Inclusion of marginalized groups on   p          region. An analysis of the countries´ income level helps to
             policy making and access to                      understand the difference between an in each region.
             government services
             Economic                                    1/3   In the East Asia-Pacific region, Australia, New Zealand and
             Country´s economy (positive)   p                 Japan  are  scoring  significantly  higher  than  the  other
             Entrepreneurs successful use of open   p         countries  of  the  region,  which  are  in  the  lower-middle-
             data to build new business in the                income category as expected. However, the Philippines is a
             country
           Note: Primary data (p), secondary data (s). More details on the ODB research   lower-middle  income  country  and  ranks  (22),  one  place
           methodology under  http://opendatabarometer.org/4thedition/methodology/    higher than Singapore (23), a high-income country. Also, the
                                                              Philippines  and  Indonesia  (38)  scored  better  than  upper
             3. OPEN DATA GLOBAL STATUS AND TRENDS            middle-income countries like China (71) and Malaysia (53).
                                                              In  the  Middle  East  and  North  Africa  region,  high-income
           3.1. Global status of open data                    countries like the United Arabs Emirates (59) and Bahrain
                                                              (74)  did  not  score  much  better  than  those  lower-middle
                                                              income countries like Egypt (85) and Morocco (79) and were
           For the analysis on the global status of open data, the 115   worse than Tunisia (50).
           countries  included  in  the  4th  edition  of  the  ODB  were   In the Latin America and Caribbean region, Mexico stands
           considered.  The  analysis  is  based  on  the  geographical   out, ranked (11).
           regions  and  on  the  income  categories  based  on  the  Gross
           National  income  (GNI)  given  by  the  World  Bank.  The



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