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                        Homeless in the
                         Netherlands:
      a population size estimation and
             profile description
           Moniek Coumans, Statistics Netherlands

           Judith Wolf, UMC Radboud University Nijmegen
           Peter van der Heijden, University of Utrecht
           Maarten Cruyff, University of Utrecht/ Statistics Netherlands
           Hans Schmeets, Statistics Netherlands


                    European Research Conference, Budapest, 17th September 2010
                 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN THE
                                                                                  ENHR
                                    NEW EUROPEAN CONTEXT
This presentation
   Background
   Definition
   Research questions
   Method
   Results
   Conclusions



         European Research Conference, Budapest, 17th September 2010
        UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                      THE NEW EUROPEAN CONTEXT
Background
   Strong policy focus on the local level since
    2006 (“homelessness action plan”)
   Size estimations on the national level are
    not up-to-date
   National estimations vary largely
   Actual and reliable information about the
    Dutch homeless population on national
    level is needed

          European Research Conference, Budapest, 17th September 2010
         UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                       THE NEW EUROPEAN CONTEXT
Definition
   Definition according to European Typology of
    Homelessness and Housing Exclusion (ETHOS)
    and refers to roofless people:
   Living in the streets or covered public spaces
   Overnight shelter, low threshold shelter or
    transient accommodations run by the homeless
    sector, including emergency shelters
   In the homes of friends, acquaintances or
    relatives

          European Research Conference, Budapest, 17th September 2010
         UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                       THE NEW EUROPEAN CONTEXT
Research questions
   What is the size of the actual homeless
    population in the Netherlands on the 1th
    of January 2009?
   What is the profile of the population
    being estimated (in terms of gender, age,
    marital status and origin)?


        European Research Conference, Budapest, 17th September 2010
       UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                     THE NEW EUROPEAN CONTEXT
Method: analyses
   Capture recapture
   Estimate the unobserved part of a
    population by using proportions
   Using registrations instead of samples




Example size estimation of the homeless population in Budapest: Dá & Snijders, 2002
                                                                  vid


                European Research Conference, Budapest, 17th September 2010
               UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN             ENHR
                             THE NEW EUROPEAN CONTEXT
Illustration 1
   Total population: N
   Sample 1: n1, these are marked
   Sample 2: n2
   Marked cases in sample 2: m2
   m2/n2 ≈ n1/N



          European Research Conference, Budapest, 17th September 2010
         UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                       THE NEW EUROPEAN CONTEXT
Illustration 2
      B= B=                               b, c and d have been
      0 1                                  observed
A= a           b                          a can be calculated
0                                          by: bc/d
                                          N can be calculated
A= c           d                           by b+c+d+bc/d
1
                         N


  European Research Conference, Budapest, 17th September 2010
 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
               THE NEW EUROPEAN CONTEXT
Method: Resources
   A matched file of people who, according to the
    national population register, were registered on
    an address of a night shelter or low threshold
    provision
   An administrative file of people who were
    receiving a social payment according to the
    regulation of homelessness
   An selection of homeless people from the
    national alcohol and drug information system
    (LADIS, NIVZ)


           European Research Conference, Budapest, 17th September 2010
          UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                        THE NEW EUROPEAN CONTEXT
Method: Assumptions
   CRC in a two-list case assumes:
   Population is closed
   No matching problems. Absence of:
        Incorrect matches
        Missed matches
   Capture probabilities homogeneous over
    individuals.
   Prob of being in list 1 independent of prob of
    being in list 2
Introductions: Bishop et al (1975); IWGDMF (1995)



                 European Research Conference, Budapest, 17th September 2010
                UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                              THE NEW EUROPEAN CONTEXT
Have the assumptions been met?
   Closed population: yes, by using a
    reference date
   Perfect record linkage: yes, by using the
    national population register
   Homogeneous capture probabilities over
    individuals: partly, by using covariates
   Independency between both lists: Partly,
    by using covariates and third list
          European Research Conference, Budapest, 17th September 2010
         UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                       THE NEW EUROPEAN CONTEXT
Results
        Population size estimation
   Observed population in registers: 5169
   Unobserved part of population: 12 598
   About 17 750 roofless people
   95% CI 15 500-21 000
   Plausibility?



          European Research Conference, Budapest, 17th September 2010
         UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                       THE NEW EUROPEAN CONTEXT
Profile of homeless population
      %
100
 90
 80
 70
 60
 50
 40
 30
 20
 10




                                                                                                                                                                                         Non-western
                                                                          Not married
  0




                                                                                                                                                                         (excl. Dutch)
                              18-29 years



                                              30-49 years



                                                            50-64 years




                                                                                                                                     background


                                                                                                                                                            background




                                                                                                                                                                                                       background
                                                                                                       Devorced/
                                                                                             Married
                     Female




                                                                                                                   widowed
          Male




                                                                                                                                                  Western
                                                                                                                             Dutch
            Gender                           Age                                        Marital status                                               Origin

                                            Dutch population                       Homeless population


                  European Research Conference, Budapest, 17th September 2010
                 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN                                                                                                     ENHR
                               THE NEW EUROPEAN CONTEXT
Conclusions
   About 18 homeless people per 10 000
    inhabitants
   Profile Dutch homeless: a 40 year old
    unmarried male
   A considerable part of the Dutch
    population is still roofless; important for
    Dutch policy


          European Research Conference, Budapest, 17th September 2010
         UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN            ENHR
                       THE NEW EUROPEAN CONTEXT

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Homelessness in the Netherlands: A Population Size Estimation and Profile Description

  • 1. Insert your logo here Homeless in the Netherlands: a population size estimation and profile description Moniek Coumans, Statistics Netherlands Judith Wolf, UMC Radboud University Nijmegen Peter van der Heijden, University of Utrecht Maarten Cruyff, University of Utrecht/ Statistics Netherlands Hans Schmeets, Statistics Netherlands European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN THE ENHR NEW EUROPEAN CONTEXT
  • 2. This presentation  Background  Definition  Research questions  Method  Results  Conclusions European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 3. Background  Strong policy focus on the local level since 2006 (“homelessness action plan”)  Size estimations on the national level are not up-to-date  National estimations vary largely  Actual and reliable information about the Dutch homeless population on national level is needed European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 4. Definition  Definition according to European Typology of Homelessness and Housing Exclusion (ETHOS) and refers to roofless people:  Living in the streets or covered public spaces  Overnight shelter, low threshold shelter or transient accommodations run by the homeless sector, including emergency shelters  In the homes of friends, acquaintances or relatives European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 5. Research questions  What is the size of the actual homeless population in the Netherlands on the 1th of January 2009?  What is the profile of the population being estimated (in terms of gender, age, marital status and origin)? European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 6. Method: analyses  Capture recapture  Estimate the unobserved part of a population by using proportions  Using registrations instead of samples Example size estimation of the homeless population in Budapest: Dá & Snijders, 2002 vid European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 7. Illustration 1  Total population: N  Sample 1: n1, these are marked  Sample 2: n2  Marked cases in sample 2: m2  m2/n2 ≈ n1/N European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 8. Illustration 2 B= B=  b, c and d have been 0 1 observed A= a b  a can be calculated 0 by: bc/d  N can be calculated A= c d by b+c+d+bc/d 1 N European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 9. Method: Resources  A matched file of people who, according to the national population register, were registered on an address of a night shelter or low threshold provision  An administrative file of people who were receiving a social payment according to the regulation of homelessness  An selection of homeless people from the national alcohol and drug information system (LADIS, NIVZ) European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 10. Method: Assumptions  CRC in a two-list case assumes:  Population is closed  No matching problems. Absence of:  Incorrect matches  Missed matches  Capture probabilities homogeneous over individuals.  Prob of being in list 1 independent of prob of being in list 2 Introductions: Bishop et al (1975); IWGDMF (1995) European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 11. Have the assumptions been met?  Closed population: yes, by using a reference date  Perfect record linkage: yes, by using the national population register  Homogeneous capture probabilities over individuals: partly, by using covariates  Independency between both lists: Partly, by using covariates and third list European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 12. Results Population size estimation  Observed population in registers: 5169  Unobserved part of population: 12 598  About 17 750 roofless people  95% CI 15 500-21 000  Plausibility? European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 13. Profile of homeless population % 100 90 80 70 60 50 40 30 20 10 Non-western Not married 0 (excl. Dutch) 18-29 years 30-49 years 50-64 years background background background Devorced/ Married Female widowed Male Western Dutch Gender Age Marital status Origin Dutch population Homeless population European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT
  • 14. Conclusions  About 18 homeless people per 10 000 inhabitants  Profile Dutch homeless: a 40 year old unmarried male  A considerable part of the Dutch population is still roofless; important for Dutch policy European Research Conference, Budapest, 17th September 2010 UNDERSTANDING HOMELESSNESS AND HOUSING EXCLUSION IN ENHR THE NEW EUROPEAN CONTEXT