an index of child well-being for states, the nation and low-income children kristin a. moore, laura...
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An Index of Child Well-Being for States, the Nation and Low-Income ChildrenKristin A. Moore, Laura Lippman, Christina Theokas, Margot Bloch & Sharon Vandivere Child TrendsBill OHare Annie E. Casey FoundationUtilizing the National Survey of Childrens HealthFunded by the Annie E. Casey Foundation
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Research QuestionsCan an index of child well-being be developed from one micro dataset rather than by aggregating across multiple macro datasets?Can an index be developed that represents and is balanced across all domains of child well-being?Can an index be developed that represents childrens normative development at different stages of development?Can the National Survey of Childrens Health (NSCH) support robust state indices for low-income children?
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PurposesTo develop an index of child well-being and an index of contextual well-being at the micro level for the nation, and for states and for low-income children by state.To distinguish between child outcomes and childrens contexts.To develop indices for each stage of child development.To introduce a new source of state level child well-being data, the National Survey of Childrens Health (NSCH), To explore whether composite indices are valid, reliable and descriptive, and what value is added by using micro data compared with aggregate data.
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National Survey of Childrens Health (NSCH) Sponsored by the Maternal and Child Health Bureau, U.S. Department of Health and Human ServicesNationally representative data collected from all 50 states and the District of ColumbiaInterviews completed from 2003 to 2004N= 102,353 children ages 0-17, with approximately 2,000 children per state
Data Base
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The index is comprised of 7 domains:4 Child Well-Being DomainsPhysical Health, Psychological Health, Social Health and Educational Achievement & Cognitive Development3 Contextual Well-Being DomainsFamily Context, Community Context and Sociodemographic ContextEach domain has 4-15 indicators organized into 4 subdomains.Indicators dichotomized using a conceptual threshold of well-being.Subdomains dichotomized and summed to produce overall domain scores.Method
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CHILD WELL-BEING
PHYSICAL HEALTHHealth StatusLimiting ConditionsHealth Risk BehaviorsHealth Promoting BehaviorsPSYCHOLOGICAL HEALTHInternalizing Problems Externalizing ProblemsSelf-EsteemCoping SkillsSOCIAL HEALTHParent-Child RelationshipActivity EngagementPositive Social BehaviorsNegative Social BehaviorsEDUCATIONAL ACHIEVEMENT & COGNITIVE DEVELOPMENTSchool Problems Learning DifficultiesCognitive DevelopmentAchievement
CONTEXTUAL WELL-BEING
FAMILY CONTEXTParental EngagementGuardian FunctioningHome EnvironmentHealth CoverageCOMMUNITY CONTEXTNeighborhood: Supportive EnvironmentNeighborhood: Support for ParentingSafe NeighborhoodSafe SchoolSOCIODEMOGRAPHIC CONTEXTSocioeconomic Well-BeingHuman CapitalFamily StructureFamily Size
Index Domains and SubdomainsNote: For a complete list of the 69 indicators please see the authors.
- Summary scores calculated for child well-being and contextual well-being separately for each child.Indices developed separately for 6-11 and 12-17 year olds to represent child development stages.Child well-being and contextual well-being indices calculated for states, the nation and low-income children (
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Macro indices capture trends in well-being by aggregating population-based rates.As a result, macro indices reflect average social conditions that many children do not experience.By using individual child-level data, micro indices present a picture of the circumstances actually experienced by individual children.Based on NSCH data for 2003-2004, about 1/4 of teens fare well in all four domains of well-being, and 1/8 are not faring well in any domain. Micro vs. Macro Indices
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Micro data present a picture of the actual circumstances experienced by individual children*Score of 75+ in a domain# of Domains in which Children are Faring Well*
Chart1
8.515.8619.2725.1231.25
12.4119.0320.8925.0222.64
Ages 6-11
Ages12-17
0
1
2
3
4
Cumulative Child Well-Being Across Domains
Summary Scores by Domain
&LSummary Domain Scores of Child Well-Being and the Condition of ChildrenAges 6-11 & 12-17NSCH 2003National Estimates
&R&D
Summary Scores by Domain
5.313.97
18.217.34
16.2714.13
20.1719.43
40.0545.13
12-17
6-11
# of Sub-Domains
Psychological Health Summary Scores
Cumulative well-being
2.11.55
11.759.54
21.7121.58
31.7233.34
32.7234
12-17
6-11
# of Sub-Domains
Social Health Summary Scores
4.712.12
13.8210.04
22.5522.87
26.7624.77
32.1640.19
12-17
6-11
# of Sub-Domains
Educational Achievement & Cognitive Development Summary Scores
8.555.78
30.7823.32
30.3734.24
19.8525.5
7.4511.17
12-17
6-11
# of Sub-Domains
Family Context Summary Scores
21.7919.08
20.6520.71
26.1624.91
20.7622.3
10.6513.01
12-17
6-11
# of Sub-Domains
Community Context Summary Scores
5.392.54
19.6711.97
32.0827.58
30.5834.42
12.2923.49
12-17
6-11
# of Sub-Domains
Physical Health Summary Scores
3.493.85
16.9716.17
22.6422.84
28.4326.45
28.4630.68
12-17
6-11
# of Sub-Domains
Sociodemographic Context Summary Scores
&L*Note: Children are considered to fare 'well' in a domain if they receive a score of 3 or higher. Domains scores range 0-4.
8.515.8619.2725.1231.25
12.4119.0320.8925.0222.64
Ages 6-11
Ages12-17
0
1
2
3
4
Cumulative Child Well-Being Across Domains
24.7334.5727.5613.14
27.8138.0724.819.3
Ages 6-11
Ages12-17
0
1
2
3
Distribution of Children Faring Well* in Zero to Three Domains of Contextual Conditions
- Child Well-Being and Contextual Well-Being Index scores for individual children range from 0 to 100. Children in our sample represent the full range.Mean Child Well-Being score for children ages 6-17 in the U.S.= 67.9Mean Contextual Well-Being score for children ages 6-17 in the U.S.= 53.8Mean Child Well-Being score for low-income children (
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Child Well-Being is Lower for Teens
Chart5
70.519765.326
66.083256.1821
71.102367.8597
72.17470.3024
72.719366.9597
Ages 6-11
Ages 12-17
Mean Score
Mean Scores on Child Well-Being Index by Age
Gender 6-11
Means and Standard Errors of Child Well-Being by Gender
Children Ages 6-11
National Survey of Children's Health 2003
National Estimates
Sample limited to children enrolled in school or home-schooled.
GENDER
MALEFEMALESig.t-valueEffect Size (Eta squared)
N=15,86715,201
DOMAINMeanSEMeanSE
PHYSICAL HEALTH65.610.3766.570.37-3.27
PSYCH-OLOGICAL HEALTH69.690.4572.580.45***-4.560.00067
SOCIAL HEALTH71.290.3773.090.37***-3.410.00037
EDUCATIONAL ACHIEVEMENT & COGNITIVE DEVELOPMENT69.520.4076.050.38***-11.790.00445
FAMILY CONTEXT53.930.3752.530.39**2.590.00022
COMMUNITY CONTEXT47.350.4647.400.47
SOCIO-DEMOGRAPHIC CONTEXT66.180.4565.770.48
CHILD WELL-BEING69.030.2972.070.28***-7.550.00183
CONTEXTUAL WELL-BEING55.820.3155.230.31
CONDITION OF CHILDREN62.420.2663.650.25***-3.420.00038
* p
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Contextual Well-Being Varies Less by Child Age Than Child Well-Being
Chart4
70.519765.326
55.531652.1751
Ages 6-11
Ages 12-17
Mean Score
Mean Scores on Child Well-Being Index and Contextual Well-Being Index by Age
Gender 6-11
Means and Standard Errors of Child Well-Being by Gender
Children Ages 6-11
National Survey of Children's Health 2003
National Estimates
Sample limited to children enrolled in school or home-schooled.
GENDER
MALEFEMALESig.t-valueEffect Size (Eta squared)
N=15,86715,201
DOMAINMeanSEMeanSE
PHYSICAL HEALTH65.610.3766.570.37-3.27
PSYCH-OLOGICAL HEALTH69.690.4572.580.45***-4.560.00067
SOCIAL HEALTH71.290.3773.090.37***-3.410.00037
EDUCATIONAL ACHIEVEMENT & COGNITIVE DEVELOPMENT69.520.4076.050.38***-11.790.00445
FAMILY CONTEXT53.930.3752.530.39**2.590.00022
COMMUNITY CONTEXT47.350.4647.400.47
SOCIO-DEMOGRAPHIC CONTEXT66.180.4565.770.48
CHILD WELL-BEING69.030.2972.070.28***-7.550.00183
CONTEXTUAL WELL-BEING55.820.3155.230.31
CONDITION OF CHILDREN62.420.2663.650.25***-3.420.00038
* p
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Child Well-Being is Higher for Girls
Chart12
63.432267.2778
55.355957.0181
66.745269.0035
69.069871.5692
62.557771.5202
MALE
FEMALE
Mean Score
Mean Scores on Child Well-Being Index by Gender: Children Ages 12-17
Gender 6-11
Means and Standard Errors of Child Well-Being by Gender
Children Ages 6-11
National Survey of Children's Health 2003
National Estimates
Sample limited to children enrolled in school or home-schooled.
GENDER
MALEFEMALESig.t-valueEffect Size (Eta squared)
N=15,86715,201
DOMAINMeanSEMeanSE
PHYSICAL HEALTH65.610.3766.570.37-3.27
PSYCH-OLOGICAL HEALTH69.690.4572.580.45***-4.560.00067
SOCIAL HEALTH71.290.3773.090.37***-3.410.00037
EDUCATIONAL ACHIEVEMENT & COGNITIVE DEVELOPMENT69.520.4076.050.38***-11.790.00445
FAMILY CONTEXT53.930.3752.530.39**2.590.00022
COMMUNITY CONTEXT47.350.4647.400.47
SOCIO-DEMOGRAPHIC CONTEXT66.180.4565.770.48
CHILD WELL-BEING69.030.2972.070.28***-7.550.00183
CONTEXTUAL WELL-BEING55.820.3155.230.31
CONDITION OF CHILDREN62.420.2663.650.25***-3.420.00038
* p
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Child Well-Being Varies by Race/Ethnicity and is Lowest for Black ChildrenNote: Other Race includes Asian, Native American, Alaska Native, Native Hawaiian and Pacific Islanders
Chart11
68.112357.401964.957268.125960.6693
59.760547.765555.749357.414149.0361
69.656561.634367.175769.749666.1367
72.735864.305871.437473.930264.3502
70.296355.90265.466471.409663.1543
WHITE (NON HISPANIC)
BLACK (NON HISPANIC)
MULTIRACIAL
OTHER
HISPANIC
Mean Score
Mean Scores on Child Well-Being Index by Race/Ethnicity: Children Ages 12-17
Gender 6-11
Means and Standard Errors of Child Well-Being by Gender
Children Ages 6-11
National Survey of Children's Health 2003
National Estimates
Sample limited to children enrolled in school or home-schooled.
GENDER
MALEFEMALESig.t-valueEffect Size (Eta squared)
N=15,86715,201
DOMAINMeanSEMeanSE
PHYSICAL HEALTH65.610.3766.570.37-3.27
PSYCH-OLOGICAL HEALTH69.690.4572.580.45***-4.560.00067
SOCIAL HEALTH71.290.3773.090.37***-3.410.00037
EDUCATIONAL ACHIEVEMENT & COGNITIVE DEVELOPMENT69.520.4076.050.38***-11.790.00445
FAMILY CONTEXT53.930.3752.530.39**2.590.00022
COMMUNITY CONTEXT47.350.4647.400.47
SOCIO-DEMOGRAPHIC CONTEXT66.180.4565.770.48
CHILD WELL-BEING69.030.2972.070.28***-7.550.00183
CONTEXTUAL WELL-BEING55.820.3155.230.31
CONDITION OF CHILDREN62.420.2663.650.25***-3.420.00038
* p
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WYWVWIWAVTVAUTTXTNSDSCRIPAOROKOHNYNVNMNJNHNENDNCMTMSMOMNMIMEMDMALAKYKSINILIDIAHIGAFLDEDCCTCOCAAZARALAK70 to 7565 to 7060 to 6555 to 6050 to 55Child Well-Being Varies by State
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Child Well-Being for Low-Income Children Also Varies by State
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Contextual Well-Being Varies by State*Note the ranges of contextual well-being mean scores differ from child well-being mean scores.Mean Contextual Well-Being Score
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Child and contextual well-being is lower for teens than for children ages 6-11.Child well-being is higher for girls than for boys.Child well-being is lower for Blacks and Hispanics when compared to other racial/ethnic groups.State child well-being indices range from 64 to 74.State indices of contextual well-being range from 42 to 61.State indices of child well-being for low-income children range from 55 to 70.Summary of Results Based on the NSCH Micro Data
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Some domains are more comprehensive than others due to limitations in the dataset.All indicators are not available for children of all ages.The data are based on parent-reports and therefore have gaps and are subject to social desirability.Objective assessments, such as weight or academic achievement, are missing. Limitations
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The NSCH enables index development across all domains of child well-being by developmental stage, and by state, and for low-income children by state and the nation.Separating contextual indicators from well-being indicators clarifies levels of well-being for child outcomes versus context.An index, even limited to child well-being, masks variations of well-being by domain, but provides a simple reporting tool.Micro indices add to existing indices of child well-being by representing the actual cumulative circumstances experienced by individual children. Macro and micro indices, however, both need better data and theory.Conclusions
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For more information please contact Laura Lippman at:
[email protected]/kidscount