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SQA Data Excellence: Evidence driving change

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Case Study

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Context: SQA needed robust equality data to effectively understand workforce demographics and make evidence-based decisions that advance equality, diversity, and inclusion.

Approach: Launched ‘Data Matters’ campaign collaborating with employee networks to improve data collection and demonstrate practical value of equality data.

Implementation:

  • Reviewed and amended equality data questions in business systems to align with Scotland’s Census 2022 for accurate benchmarking
  • Collaborated with employee networks and internal groups on preferred language and terminology
  • Separated combined parent and carer categories into distinct categories to better understand different caring roles
  • Employee networks provided concrete examples of data use, including evidence of Disability Confident scheme success showing increased interviews for disabled applicants meeting minimum requirements

Impact:

  • Over 80% declaration rates achieved across all equality categories
  • Increased staff completion of equality data, including those who previously selected ‘prefer not to say’
  • Over 100 staff identified as unpaid carers (growing from 87 in February 2024 to over 100 by November 2024)
  • Carer declaration rates increased from 61.1% to 72% over the same period
  • Led to development of new Carers Network (June 2024), Carer Support Hub, carers policy, and internal awareness workshops

Key Learning:

  • Employee networks add credibility and authenticity to data campaigns by providing concrete examples of how data creates positive change
  • Demonstrating practical value of data encourages participation
  • Aligning with national standards enables meaningful benchmarking
  • Specific, tangible examples of data impact motivate staff engagement

(Source: SQA Equality Mainstreaming Report 2023-25)

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