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. Author manuscript; available in PMC: 2023 Jun 1.
Published in final edited form as: Soc Sci Med. 2022 May 7;303:115016. doi: 10.1016/j.socscimed.2022.115016

Table 2.

Fixed and Random Effect Estimates from Poisson Mixed Models of Adult Chronic Disease Index, PSID, 1999–2013

Model1 Model2 Model3 Model4 Model5

Coef. S.E Coef. S.E Coef. S.E Coef. S.E Coef. S.E

Fixed effects
  Intercept −0.564** 0.131 −3.811** 0.566 −3.829** 0.511 −3.260** 0.554 2.406 2.687
  Age 0.056** 0.000 0.056** 0.000 0.058** 0.000 0.062** 0.000 0.062** 0.000
  Age squared 0.000** 0.000 0.000** 0.000 0.000** 0.000 0.000** 0.000 0.000** 0.000
  Female 0.129** 0.002 0.129** 0.002 0.087** 0.002 0.037** 0.002 0.037** 0.002
  Blacks 0.279** 0.002 0.279** 0.002 0.282** 0.002 0.184** 0.002 0.184** 0.002
  Hispanics −0.056** 0.004 −0.056** 0.004 −0.060** 0.004 −0.115** 0.004 −0.115** 0.004
  Gini index [0–18] 6.769** 1.173 6.508** 1.059 6.712** 1.147 6.702** 1.146
  Disease index before 17 0.291** 0.001 0.281** 0.001 0.281** 0.001
  Parental smoking before 17 0.158** 0.002 0.135** 0.002 0.135** 0.002
  Mother’s education (ref: less than high school)
   High school graduate −0.144** 0.002 −0.094** 0.002 −0.094** 0.002
   Some college −0.183** 0.003 −0.092** 0.003 −0.092** 0.003
   College graduate −0.184** 0.003 −0.068** 0.003 −0.068** 0.003
   Graduate degree −0.176** 0.005 −0.023** 0.005 −0.023** 0.005
  Highest grade attained −0.036** 0.000 −0.036** 0.000
  Family income to needs ratio −0.019** 0.000 −0.019** 0.000
  Marital/cohabitating status −0.121** 0.002 −0.121** 0.002
  Period macro measures
   Gini index 0.144 1.924
   Percent of college −0.133 0.069
   Percent of union −0.268* 0.114
   GDP growth rate 0.001 0.017
   Unemployment rate 0.020 0.025
Random Effects
 Birth cohorts
   Early children of depression (1925–1930) −0.446** 0.130 −0.314** 0.059 −0.284** 0.054 −0.307** 0.058 −0.307** 0.058
   Late children of depression (1931–1942) −0.310* 0.129 −0.001 0.076 −0.017 0.069 −0.021 0.074 −0.021 0.074
   War babies (1943–1945) −0.158 0.129 0.134 0.074 0.124 0.067 0.122 0.073 0.122 0.072
   Early-baby Boomers (1946–1955) −0.082 0.129 0.132* 0.066 0.124* 0.059 0.141* 0.064 0.141* 0.064
   Late-baby Boomers (1956–1964) −0.118 0.129 −0.019 0.057 −0.002 0.051 −0.001 0.056 −0.001 0.056
   Early-gen Xers (1965–1972) 0.046 0.129 −0.007 0.055 −0.002 0.050 0.005 0.054 0.005 0.054
   Late-gen Xers (1973–1980) 0.436** 0.130 0.083 0.082 0.059 0.074 0.072 0.080 0.072 0.080
   Gen Yers (1981–1995) 0.633** 0.130 −0.008 0.123 −0.002 0.111 −0.011 0.121 −0.011 0.120
 Survey years
   1999 −0.111** 0.021 −0.111** 0.021 −0.104** 0.020 −0.103** 0.020 0.006 0.044
   2001 −0.059 0.020 −0.059** 0.020 −0.055** 0.020 −0.053** 0.020 −0.040 0.033
   2003 0.019 0.020 0.019 0.020 0.025 0.020 0.025 0.020 0.023 0.038
   2005 0.059** 0.020 0.059** 0.020 0.062** 0.020 0.063** 0.020 0.018 0.031
   2007 0.050* 0.020 0.050* 0.020 0.051** 0.020 0.051** 0.020 0.003 0.038
   2009 0.023 0.020 0.023 0.020 0.020 0.020 0.022 0.020 0.026 0.040
   2011 0.009 0.020 0.009 0.020 0.002 0.020 −0.001 0.020 −0.027 0.039
   2013 0.010 0.020 0.010 0.020 −0.002 0.020 −0.003 0.020 −0.008 0.043
Variance components
  Birth cohorts 0.134* 0.072 0.024* 0.014 0.019* 0.011 0.023* 0.013 0.022* 0.013
  Survey years 0.003* 0.002 0.003* 0.002 0.003* 0.002 0.003* 0.002 0.002 0.002

Pseudo-BIC 2,205,878 2,205,889 1,990,867 1,930,704 1,930,770
Sample size 12,924 12,924 12,924 12,924 12,924
Observations 68,271 68,271 68,271 68,271 68,271

Notes:

*

<0.05

**

<0.01

Abbreviations: Coef., regression coefficients or variance estimates for random effect; S.E, standard error.