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Patient Profiling
Disaggregating the Data

      David Codner
Overview
   Within the workshop we will be looking at
    how disaggregated patient profiling data
    can be used to identify equality issues
       What we mean by patient profiling data
       What is required to collect good quality patient
        profiling data
       What disaggregated data looks like
       Its potential uses
   The workshop will be interactive
Patient Profiling
What is patient profiling?
 Patient profiling data is part of the key information
  that the NHS should collect from every patient
 Patient profiling is concerned with understanding who
  uses the services and how in terms of diversity. It
  also concerned the health experiences of different
  people
 It is essential information required to properly
  advance equality and manage diversity
 The implementation of EDS requires the use of
  patients profiling data
The Starting Point

Rubbish in = Rubbish out
What to Collect?
   Age                       Race/ethnicity
   Disability                Religion and Belief
   Gender reassignment       Sex
   Marital/relationship      Sexual orientation
    status (including         Language (first/main)
    marriage and civil
    partnership)
   Pregnancy and
    maternity
When to Collect?
   The opportunities to collect patient
    profiling information increases with
      The length of relationship and
     Intimacy with

    the patient/service user
   Patient profiling should be collected at the
    earliest possible opportunity
How to Collect?
 A self declaration process should be used
 Use a collection method that takes into
  account
       Privacy issues
       A person’s ability to read or disability
   Information should be available to patients
    on
       Why the information is required
       How it will be used
       Who has access to the information
Data Quality Issues
   Collection levels need to be as high as possible
    with a minimum level of 90%
   Staff should be trained and supported on the
    collection process
   Procedures should be put in place to ensure
    that staff follow the procedures for data
    collection
   Certain data items will need to be updated from
    time to time
   Validation of data maybe required
   Set quality targets and standards to ensure data
    is usable
Collection Systems
   What you can collect will depend on what
    your IT systems are capable of collecting
       Many of NHS patient administration systems
        require updating to be able to collect the full
        range of patient profiling items
       You may also have stand alone systems that
        might be easier to update
Barriers to Collection
Primary Care                  Secondary Care
   GP and staff                 IT systems
    knowledge and                Staff knowledge and
    attitudes                     attitudes
   Lack of data                 Lack of patient
    collection by dentists,       profiling data with
    opticians and                 referral
    pharmacists
   Lack of data sharing
    with PCTs/CCGs
Exercise
In your discussion group:

3   Identify what barriers exist to patient
    profiling data in your sector
4   Identify what the solutions are to the both
    the barriers outline previous and the
    ones that you have further identified
Disaggregating Data
 You will only get from the data what you
  have put in
 Useful disaggregated data will provide a
  picture by protected characteristics
 It will have an appropriate baseline for
  comparison
       Selection of the correct baseline is very
        important
   The variations which might highlight
    equality issues can be clearly seen
Identifying Equality Issues
   A baseline for comparison needs to be selected
    carefully
   Baselines can include:
       Census data
           Reporting from 2011 Census should begin from
            November 2012
       Practice populations
       All service users
       A dieses/condition group and other public health data
       A sub set of any of the above eg patients over patients
        over 60 but subsets needs to dealt with particular care
        so not exclude people you might want to know about
Basic Patient Profiling
   Men are almost 40% more likely than
    women to die from cancer
       And they are 16% more likely to develop the
        disease in the first place
   The male suicide rate is 17 per 100,000 of
    the population compared to 5.3 for
    females
       The rate is 17.7 for males aged between 45 –
        74
   CHD is the most common cause of death
    for men under 75 in the UK
A d van c in g Qu ality P atien ts 2011 - G en d er

80%




70%




60%




50%



                                                                                                    F
                                                                                                    M
40%




30%




20%




10%




0%
      A ll C ardiology       H ip & K nee     P neumonia        S trok e       A ll A dmis s ions




           The gender of patients in the Advancing Quality (AQuA)
                            programme for 2011
DNA Rate 2011 - Time of Day and G ender

18%

16%

14%

12%

10%                                                                   F emale
                                                                      Male
8%

6%

4%

2%

0%
      B efore 10am     10-12     12-2     2-4       4-6        6pm+
Exercise
In your discussion group please state

3   What activities should patient profiling
    data be collected against
4   What are the potential uses
Activities and Uses
Activities                          Uses
 Service use                        Commissioning services
        Access to services          Procurement decisions
        Patient pathways            Service reviews/ design/redesign
        Referral decisions          Equality analysis/ EqIA
   Policy implementation            Strategy and policy making
   Disease registers                Financial planning
   Clinical outcomes                Service improvement activities
   Complaints                       JSNAs
   PALS activity                    EDS implementation
   Incidents                        Communication strategies
   Clinical audit                   Community and service users
   Patient experience activities     engagement
   Community engagement
   Public health data collection
   Research

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Patient profiling disaggregating the data

  • 2. Overview  Within the workshop we will be looking at how disaggregated patient profiling data can be used to identify equality issues  What we mean by patient profiling data  What is required to collect good quality patient profiling data  What disaggregated data looks like  Its potential uses  The workshop will be interactive
  • 3. Patient Profiling What is patient profiling?  Patient profiling data is part of the key information that the NHS should collect from every patient  Patient profiling is concerned with understanding who uses the services and how in terms of diversity. It also concerned the health experiences of different people  It is essential information required to properly advance equality and manage diversity  The implementation of EDS requires the use of patients profiling data
  • 4. The Starting Point Rubbish in = Rubbish out
  • 5. What to Collect?  Age  Race/ethnicity  Disability  Religion and Belief  Gender reassignment  Sex  Marital/relationship  Sexual orientation status (including  Language (first/main) marriage and civil partnership)  Pregnancy and maternity
  • 6. When to Collect?  The opportunities to collect patient profiling information increases with  The length of relationship and  Intimacy with the patient/service user  Patient profiling should be collected at the earliest possible opportunity
  • 7. How to Collect?  A self declaration process should be used  Use a collection method that takes into account  Privacy issues  A person’s ability to read or disability  Information should be available to patients on  Why the information is required  How it will be used  Who has access to the information
  • 8. Data Quality Issues  Collection levels need to be as high as possible with a minimum level of 90%  Staff should be trained and supported on the collection process  Procedures should be put in place to ensure that staff follow the procedures for data collection  Certain data items will need to be updated from time to time  Validation of data maybe required  Set quality targets and standards to ensure data is usable
  • 9. Collection Systems  What you can collect will depend on what your IT systems are capable of collecting  Many of NHS patient administration systems require updating to be able to collect the full range of patient profiling items  You may also have stand alone systems that might be easier to update
  • 10. Barriers to Collection Primary Care Secondary Care  GP and staff  IT systems knowledge and  Staff knowledge and attitudes attitudes  Lack of data  Lack of patient collection by dentists, profiling data with opticians and referral pharmacists  Lack of data sharing with PCTs/CCGs
  • 11. Exercise In your discussion group: 3 Identify what barriers exist to patient profiling data in your sector 4 Identify what the solutions are to the both the barriers outline previous and the ones that you have further identified
  • 12. Disaggregating Data  You will only get from the data what you have put in  Useful disaggregated data will provide a picture by protected characteristics  It will have an appropriate baseline for comparison  Selection of the correct baseline is very important  The variations which might highlight equality issues can be clearly seen
  • 13. Identifying Equality Issues  A baseline for comparison needs to be selected carefully  Baselines can include:  Census data  Reporting from 2011 Census should begin from November 2012  Practice populations  All service users  A dieses/condition group and other public health data  A sub set of any of the above eg patients over patients over 60 but subsets needs to dealt with particular care so not exclude people you might want to know about
  • 14. Basic Patient Profiling  Men are almost 40% more likely than women to die from cancer  And they are 16% more likely to develop the disease in the first place  The male suicide rate is 17 per 100,000 of the population compared to 5.3 for females  The rate is 17.7 for males aged between 45 – 74  CHD is the most common cause of death for men under 75 in the UK
  • 15. A d van c in g Qu ality P atien ts 2011 - G en d er 80% 70% 60% 50% F M 40% 30% 20% 10% 0% A ll C ardiology H ip & K nee P neumonia S trok e A ll A dmis s ions The gender of patients in the Advancing Quality (AQuA) programme for 2011
  • 16. DNA Rate 2011 - Time of Day and G ender 18% 16% 14% 12% 10% F emale Male 8% 6% 4% 2% 0% B efore 10am 10-12 12-2 2-4 4-6 6pm+
  • 17. Exercise In your discussion group please state 3 What activities should patient profiling data be collected against 4 What are the potential uses
  • 18. Activities and Uses Activities Uses  Service use  Commissioning services  Access to services  Procurement decisions  Patient pathways  Service reviews/ design/redesign  Referral decisions  Equality analysis/ EqIA  Policy implementation  Strategy and policy making  Disease registers  Financial planning  Clinical outcomes  Service improvement activities  Complaints  JSNAs  PALS activity  EDS implementation  Incidents  Communication strategies  Clinical audit  Community and service users  Patient experience activities engagement  Community engagement  Public health data collection  Research

Editor's Notes

  1. Don’t spend much time on this slide it is only there to make sure that everyone is talking about the something
  2. What do I mean by Rubbish in = Rubbish out? It is important to establish the right collection systems to get the right information that you want The next few slide will consider what information should be inputted and how
  3. Gender Reassignment needs careful consideration if it to be collected as there in no consensus amongst trans people and trans groups as the usefulness of collecting such information or how the questions should be framed You need to consider when it would and would not be useful to collect information on pregnancy and maternity Note the legal definitions on all of the protected characteristics
  4. Validation can be time consuming ands resource intensive Be selective and predetermine the number of records that you validate Set data q
  5. Critically examine each of these statements in terms of patient profiling principles