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  • Assessing residual seasonality in published outputs

    How the ONS uses detailed statistical methods and analytical tools to assess the impact of residual seasonality on published time series.

  • UK Health Accounts QMI

    Quality and methods information for the UK health accounts.

  • UK natural capital accounts quality and methods guide

    Quality and methodology information for our UK natural capital accounts, detailing the strengths and limitations of the data, methods used, and data uses and users.

  • Introducing grocery scanner data into consumer price statistics

    From 2026, we intend to introduce grocery scanner data into our consumer price statistics. This methodology article gives an overview of the data and methods we will use.

  • Avoidable mortality in the UK QMI

    Quality and Methodology Information for avoidable mortality in the UK, detailing the strengths and limitations of these data, methods used and data uses and users.

  • A guide to labour market data

    Summary of labour market datasets, providing estimates of employment, unemployment, average weekly earnings and the number of vacancies. Tables are listed alphabetically and by topic.

  • Explore local statistics service QMI

    Quality and methodology information for Explore local statistics, our digital service to find out more about local areas across the UK. Includes strengths and limitations, methods, and data uses and users.

  • Mid-year admin-based population estimates for England and Wales QMI

    Quality and Methodology Information for mid-year admin-based population estimates (ABPEs) for England and Wales, detailing the strengths and limitations of the data, methods used, and data uses and users.

  • Crime in England and Wales QMI

    Quality and Methodology Information for crime levels and trends in England and Wales, detailing the strengths and limitations of the data, methods used, and data uses and users.

  • Child and infant mortality statistics QMI

    Quality and Methodology Information for child and infant mortality statistics, detailing the strengths and limitations of the data, methods used and data uses and users.