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Measurement of Disability and Linkages with Welfare, Employment and Schooling: The Case of Uzbekistan Kinnon Scott Cem Mete June 2007
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Disability and Welfare Causality both ways Limited information on the link Conceptually different Sources: Administrative data Census Surveys Need link to other information
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Official Disability in Uzbekistan Legal definitions of persons with disability: Category 1: Lost ability to work and depend on others for their care Category 2: Lost ability to work but do not depend on others for their care Category 3: Partially lost ability to work
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Disability in Uzbekistan Pop w/ official disability status: 1996 2.4% 2003 3.4% Real increase? Increase in disease (TB) Value of benefits Denominator problem Survey alternative
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Questions to answer Disability Measurement –How do different measures affect incidence and distribution of disability Poverty and Disability –What linkages exist between disability (various measures) and welfare (monetary, education, labor)
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Uzbekistan Regional Panel Survey, 2005 Living Standards Measurement Study survey –Welfare measure: consumption –Individual characteristics: education, health, labor, migration –Household level data: welfare, housing, agriculture, businesses –Regional: Tashkent, Andijan, Kashkadarya –Panel (short and truncated)
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Uzbekistan Regional Panel Survey, 2005 Multiple measures of disability Official Physical functioning: WG 6 areas: hearing, vision, mobility, learning, communication, self- care, Full difficulty, severe, index Self-described as having disability Self-described physical functioning limitation Chronic Illness Activities of daily living- index
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Physical Functioning: 2005 URPS VariableAllFemaleMaleQ 1Q 5 Official disability0.03830.03260.04450.03210.0507 No full limitations0.68110.64760.71670.73670.5921 One full limitation0.03230.03700.02740.03480.0305 One serious diff. or full limit.0.11770.13810.09590.10690.1294 No. of full limitations0.04860.05880.03760.05300.0419 No. serious diff. or full limit.0.20530.23990.16840.18980.2235 Normalized domain score0.05260.06090.04370.04330.0657
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Alternative measures: 2005 URPS VariableAllFemaleMaleQ 1Q 5 Official Disability Status0.03830.03260.04450.03210.0507 Chronic Illness0.11890.12780.10930.06860.2114 Own disability assessment (w2)0.10310.10320.10290.07150.1453 Own func. Disab. Assess, (w2)0.05770.05520.06040.04950.0609 Normalized ADL score, w10.12180.14360.09810.10590.1539 Normalized ADL score, w20.10540.11920.09050.07670.1636
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Age and Disability Measures
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Determinants of Official Disability Status Serious difficulty in 1/6 pf Own assessment ADL Working age Being male Regional differences Welfare level not significant
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Summary of Different Measures 12 percent with serious difficulty or full limit on at least one area 3.2 % with full limit Official disability 3.8% Does change in definition change our understanding of welfare links and indiviudal characteristics
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Characteristics of those with disabilities (Causality beyond the scope) Welfare Education Labor force participation
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Characteristics of those with disabilities (Causality beyond the scope) Welfare Education Labor force participation
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Welfare Log pc consumption Five measures: –One full limitation –Official disability status –One full or serious difficulty –Chronic Disease –ADL, normalized score Hold constant: region, hhld composition, age, educ and gender of head
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Welfare One full or serious difficulty leads to 4.8 percent decline in pc consumption Other four: negative but NS
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Characteristics of those with disabilities Causality beyond the scope Welfare Education Labor force participation
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Education Higher to basic: 60% increase in earnings Over 90% of 6-14 enrolled (2003) Enrollments start to fall at 15 and by 18 down to 2/3 enrollment
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Education Probability of enrollment 7-14 yr olds Official disability status- 24% decline One serious or full limit: 6.1% Chronic illness: 11.6% Probability of enrollment 15-18 Official disability status: 42-49 % Yrs of schooling (tentative) Full limitation: 2.5 yrs Serious difficulty 1 yr
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Characteristics of those with disabilities Causality beyond the scope Welfare Education Labor force participation
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Active –ILO defn W1 and W3: seasonality Official disability status: 52% pts Full Limitation: 37% pts One serious or full: 24 % pts Chronic illness: 19 % pts
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Summary Measurement matters –For incidence –For understanding of linkages between disability and welfare, education, labor Official disability status: increase women’s access, consistent application across region Surveys can usefully include disability questions
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VariableAllFemaleMaleQ1Q5 No problem w/ Vision0.85560.83510.87740.91370.7718 Hearing0.92650.91760.93590.93580.9038 Movement-walk0.81220.77430.85250.86730.7593 Learning0.83660.80850.86660.87410.7895 Communication0.94490.94480.94500.94750.9514 Self-care (wash)0.91740.90320.93260.91290.9229 Full limit. with: Vision0.00300.00330.0028 0.0012 Hearing0.0030 0.00310.00340.0049 Movement-walk0.01940.02560.01290.01720.0243 Learning0.00420.00400.00430.00570.0034 Communication0.00450.00550.00330.00640.0016 Self-care (wash)0.01450.01750.01120.01750.0065 Incidence: physical funct.
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