Using demographic data to improve service reach
We work with our members to improve how hospices collect and use demographic data.
On this page you will find guidance to help you understand the demographic make-up of the people using your services, compare it to that of your catchment area, and identify groups that are underserved.
Why is demographic data important?
No one should miss out on hospice care when they need it. But we know that one in four people do. People from minoritised groups experience several barriers to accessing hospice services.
By comparing demographic data about your local community with the data about your hospice patients, you can:
- examine the reach of your hospice services within the context of your local population
- investigate the population need and identify which groups of people are underrepresented
- consider what changes you can make to better serve your whole population.
Patient demographics
Our Activity and Demographics survey collates the key characteristics of the people hospices care for, as defined in the national censuses across the four UK nations. These are:
- age
- sex
- ethnicity
- religion
- sexual orientation
- gender identity.
Our work on palliative and end of life care for trans and gender diverse communities has informed our decisions on how to record gender identity. This is in line with the census questions and the way gender is recorded in children and young people’s mental health services.
Tips for improving your hospice's demographic data
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Work with clinical teams across all your hospice services to improve the way staff ask patients and families about their self-reported identities.
Explain why it is important to record this demographic data and how the information informs personalised care.
Make sure clinicians are confident about starting these discussions.
Read the Race Equality Foundation's report on improving the recording of ethnicity in health.
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Use consistent and recognised fields and codes to enter demographic data onto patient record systems.
Read the Professional Record Standards Body's Palliative and end of life care standard.
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Think about other demographic data that you can usefully collect to help you identify the characteristics of the people your hospice cares for (and compare this to the characteristics of your local population).
This might include:
- diagnosis
- postcode area (to highlight those who live in areas of multiple deprivation)
- whether patients live alone.
Population needs assessment
To identify areas of need in your community, you need to collate publicly available local population data. You can then compare this to your patient data to identify gaps in provision.
Tips for collecting local population data
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PopNAT, our population needs assessment tool brings together nationally available datasets for you. This saves you time and helps ensure you are using the most relevant, accurate and up to date data to understand and plan hospice services.
Use PopNAT to investigate the demographic data for your local area (including your hospice catchment area) or to compare across other geographies.
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Download the data behind a graph or chart into an Excel spreadsheet. This will help you compare it to your hospice data.
Comparing service level data
Our survey collects patient demographics at ‘service level’ (an aggregate figure for patients across all your hospice’s activity). At this level, comparisons are broad but still useful.
Step one
To get the most accurate comparison between local population data and your hospice’s patient data, you need to use the local data for your catchment area. This is more accurate than estimating population data by health board geography (unless these are the same for hospice services).
We’ve mapped our members’ catchment areas onto PopNAT to enable you to see the demographics for your population in one click.
These catchment areas were self-reported by our members. The data was collected at Local Authority District level for the main hospice service and where the catchment was the majority of any given district.
Step two
Use age- and sex- adjusted ethnicity data to compare population need and reach.
This means taking the age and sex distributions from your reported hospice activity and apportioning them by the ethnicity of your catchment area. This will give you an estimate for the proportion of patients your hospice should expect to be seeing from each demographic group.
Note: click through from slide 1 to slide 2 to see how the data works
Step three
Compare the actual reach of your hospice services with the estimated proportion of patients for that population in your catchment area.
Need more help?
Watch a recording of our webinar on data insights where Ian Appleby from Gavurin explains how to use PopNAT and Richard Cooper, Data Manager at Hospice UK explains how to compare service level data.
Patient level data
You can make direct comparisons between individual patient data and population data. This allows you to investigate your reach across multiple population characteristics, diagnoses and postcode areas. You can also track these over time.
This information is patient identifiable, so it must only be accessed by approved data users within secure data spaces.
If the data is too granular and the number of patients in any category is too small, this data cannot be shared even if it has been ‘anonymised’.
You can explore and compare your data with local population data across multiple characteristics and at multiple levels.
Note: click on the image to see it at full size.
Support and resources from Hospice UK
We encourage our members to work together on our data journey to collect, collate and utilise consistent, complete and accurate data.
This will help us all to improve our service provision and patient care.
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Please respond in a timely and accurate fashion to our annual Activity and Clinical Workforce surveys. These are advertised in our weekly Hospice Leaders Briefing.
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Email Annette Alcock, Director of Programmes, to join our Hospice Data Analysts group. This is open to all Hospice UK members who work with population, patient, activity and outcome data.
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Look out for our Big Conversations sessions on data. New sessions will be advertised in Hospice Leaders Briefing.
Hospice UK members are also welcome to join the following networks and communities of practice, which discuss data topics:
- Financial Benchmarking network
- Patient Safety project
- Outcome Measures in Practice (for implementing and using outcome measures in clinical practice)
- Outcomes, Data and Dashboards (for those who are responsible for extracting, analysing and reporting outcomes).
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Read our examples of innovation to find out how other hospices are using data to improve services.
Acknowledgements
We are grateful to the following organisations for their financial support which has enabled us to carry out our data collection and analysis.