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. Author manuscript; available in PMC: 2021 Dec 1.
Published in final edited form as: Child Youth Serv Rev. 2020 Oct 29;119:105615. doi: 10.1016/j.childyouth.2020.105615

Appendix Table 1A:

Decomposition of Gini Coefficient by Welfare Era: 1968-2016 March Current Population Survey

Unadjusted Estimates
Family Structure Adjusted Estimates
Welfare
Expansion
1968-1980
AFDC
Reform
Era I
1981-1987
AFDC
Reform
Era II
1981-1995
PWORA
Era Pre-
Recession
1996-2007
PWORA
Era Post-
Recession
2008-2016
Welfare
Expansion
1968-1980
AFDC
Reform
Era I
1981-1987
AFDC
Reform
Era II
1981-1995
PWORA
Era Pre-
Recession
1996-2007
PWORA
Era Post-
Recession
2008-2016
Components of Gini Decomposition
Share of Income (Sk)
 Earned 87.5% 84.7% 83.6% 83.9% 80.5% 88.5% 87.0% 86.6% 86.7% 84.0%
 Welfare 1.3% 1.4% 1.3% 0.7% 0.5% 1.0% 0.8% 0.8% 0.4% 0.3%
 Investment 1.7% 2.3% 2.2% 2.6% 2.1% 1.7% 2.4% 2.4% 2.8% 2.3%
 Other Income 4.3% 4.9% 5.0% 4.6% 5.0% 4.2% 4.7% 4.7% 4.3% 4.6%
 In Kind 5.2% 6.7% 7.9% 8.2% 11.8% 4.6% 5.1% 5.5% 5.8% 8.7%
Gini Coefficient (Gk)
 Total Income 0.30 0.32 0.33 0.34 0.34 0.29 0.30 0.30 0.32 32.4%
 Earned 0.36 0.41 0.43 0.43 0.45 0.34 0.37 0.38 0.39 41.2%
 Welfare 0.94 0.93 0.93 0.95 0.96 0.96 0.95 0.96 0.97 97.5%
 Investment 0.96 1.00 0.97 0.95 0.96 0.96 0.99 0.96 0.94 95.0%
 Other Income 0.86 0.84 0.84 0.85 0.85 0.87 0.84 0.85 0.86 85.9%
 In Kind 0.80 0.83 0.81 0.79 0.74 0.80 0.84 0.83 0.82 77.5%
Correlation (Rk)
 Earned 0.92 0.91 0.91 0.92 0.90 0.93 0.91 0.92 0.93 91.4%
 Welfare −0.39 −0.37 −0.35 −0.31 −0.26 −0.38 −0.33 −0.32 −0.30 −25.9%
 Investment 0.54 0.53 0.58 0.61 0.66 0.53 0.51 0.54 0.58 63.0%
 Other Income −0.02 0.02 0.08 0.10 0.12 −0.03 −0.01 0.05 0.08 9.6%
 In Kind 0.08 −0.08 −0.15 −0.19 −0.06 0.09 −0.10 −0.21 −0.27 −14.1%
Estimated Impact of Income Components on Total Inequality
Proportionate Contribution to Total Inequality
 Earned 97.9% 98.7% 99.4% 98.6% 96.5% 97.5% 98.5% 99.2% 98.7% 97.7%
 Welfare −1.7% −1.5% −1.3% −0.6% −0.4% −1.3% −0.9% −0.8% −0.4% −0.3%
 Investment 2.9% 3.9% 3.9% 4.5% 4.0% 3.0% 4.1% 4.1% 4.8% 4.3%
 Other Income −0.3% 0.2% 1.1% 1.2% 1.5% −0.4% −0.2% 0.7% 0.9% 1.2%
 In Kind 1.1% −1.4% −3.0% −3.7% −1.6% 1.1% −1.5% −3.2% −4.0% −2.9%
Elasticity
 Earned 0.105 0.140 0.158 0.147 0.160 0.091 0.115 0.125 0.120 0.136
 Welfare −0.030 −0.028 −0.025 −0.013 −0.008 −0.023 −0.017 −0.015 −0.008 −0.006
 Investment 0.013 0.016 0.016 0.019 0.018 0.013 0.016 0.017 0.020 0.020
 Other Income −0.046 −0.047 −0.040 −0.035 −0.035 −0.046 −0.049 −0.041 −0.034 −0.035
 In Kind −0.042 −0.080 −0.109 −0.119 −0.135 −0.035 −0.065 −0.087 −0.097 −0.116