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Here are the typical levels of awareness in a Data Literacy Process Framework:

                                 Any program starts with   Introduce the participants   Prescriptive learning shall
                                 a discussion on defining     to a data literacy    provide a set of resources
                                 the goal, understanding   assessment tool and find   for individuals to choose
                                    the participants,      their comfort level with   from in alignment with
                                  execution strategy and         the data.             their learning style.
                                       timeframe.


                                   Plan     Communicate      Assess     Develop   Prescriptive   Evaluate
                                                                        Culture     Learning


                                                           The adopted program
                                Design a communication                               Design an evaluation
                                  plan explaining the     will improve data literacy   metric for the program
                                purpose of the goal and    skills through learning    and decide on how
                                requesting commitment     and will be imbibed into   frequently progress will
                                      towards it.         the existing culture with     be measured.
                                                                  time.


                 Plan

                 Planning sets a clear roadmap and structured approach to enhance data
                 literacy across different levels of awareness. You can:

                 ●   define the specific and measurable goals.
                 ●   develop a timeline and milestones for achieving these goals.

                 ●   identify and allocate resources needed (e.g., budget, tools, personnel).


                                                       Communication
                                                       Clear and consistent communication about data literacy  will ensure an
                                                       efficient data literacy framework within an organisation. This involves:

                                                       ●   designing  a  well-formulated  communication  plan  to  explain  the
                                                          purpose  of  the  goal  and  requesting  commitment  from  the  team
                                                          towards it.

                                                       ●   sharing  stories  and  case  studies  that  demonstrate  the  positive
                                                          impact of data literacy. It will help in motivating and encouraging
                                                          the team.
                 ●   monitoring continuously the effectiveness of communication efforts and make adjustments as needed. It will
                    help in minimising the risk of any associated costs.

                 Assess

                 Introducing participants to data literacy assessment tools and finding
                 out  how  comfortable  they  are  with  data  is  crucial  in  data  literacy
                 program. This process will help to:

                 ●   see what skills they already have
                 ●   identify what they need to learn
                 ●   create customised training plans for them.

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