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Cases of usage

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Cases of usage
Training Data:
Published data on the IPA’s training activities help beneficiaries gain a better understanding of the diversity of the IPA’s training programs and the level of trainee participation in them across the IPA’s branches. The published data promotes a transparent culture by offering insights into the annual training capacity of IPA's programs and encourages competition through analytical studies of the training market in the Kingdom of Saudi Arabia.
Open Data Use Cases for Training Activities
  • Analytics based on the geographical distribution of the number of trainees across the IPA’s branches.
  • Analytics based on the level of trainee participation in the IPA’s various programs.
  • Analytics based on the number of training hours delivered to trainees across the IPA’s various programs and branches.
  • Comparative analytics of the proportions of nominees, admitted participants, and successful participants.
  • Year-over-year comparative analytics of trainee participation and the diversity of programs offered.


E-Training Data:
Data published on the IPA’s e-training activities provides beneficiaries with valuable insights into the variety of e-training programs available and trainee participation rates across different regions within the Kingdom. The data also highlights the gender distribution of beneficiaries, their program completion rates, and the time commitment required for completing these programs. Additionally, it promotes transparency by revealing the annual participant numbers in IPA's e-training programs, thereby supporting analytical research on Saudi Arabia's training-platform market.
Open Data Use Cases for E-Training Activities
  • Analytics based on the geographical distribution of the number of trainees across the regions of the Kingdom.
  • Analytics based on the level of trainee participation in the IPA’s various e-training programs.
  • Analytics based on the gender of participants in e-training programs.
  • Analytics based on the number of training hours received by trainees through use of Ethrai Platform.
  • Comparative analytics of enrollment versus completion rates in the programs.
  • Year-over-year comparative analytics of trainee participation and the diversity of programs available on Ethrai Platform.