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. 2021 Jul 12;77(7):e142–e149. doi: 10.1093/geronb/gbab132

Table 2.

Average Marginal Effects From Multilevel Logit Regression Models for COVID-19 Bereavement and Self-Report Depression Among Older Adults

Felt sad or depressed in the last month Felt more sad or depressed than pre-COVID-19
Model 1
(full sample)
Model 2
(full sample)
Model 3
(female)
Model 4
(male)
Model 5
(full sample)
Model 6
(full sample)
Model 7
(female)
Model 8
(male)
Any network bereavementa 0.06*** 0.07*** 0.06*** 0.06*** 0.07*** 0.06***
 Family bereavement 0.08*** 0.08***
 Nonfamily bereavement 0.05*** 0.05***
National COVID-19 mortality
 First quartile (ref)
 Second quartile 0.01 0.01 0.02 −0.00 −0.02 −0.02 −0.01 −0.02
 Third quartile 0.02 0.02 0.04 0.01 0.02 0.02 0.03 0.01
 Fourth quartile 0.04 0.04 0.06* 0.01 0.05* 0.05* 0.08* 0.01
Control variables
 Age
  50–59 (ref.)
  60–69 −0.02** −0.02** −0.02* −0.02 −0.01 −0.01 −0.01 −0.01
  70–79 −0.02*** −0.02** −0.01 −0.03** −0.02** −0.02** −0.01 −0.02*
  80+ 0.00 0.00 −0.01 0.01 −0.01 −0.01 −0.02 −0.00
 Female (male) 0.12*** 0.12*** 0.09*** 0.09***
 Partnered (unpartnered) −0.06*** −0.06*** −0.06*** −0.06*** −0.01*** −0.01*** −0.02** −0.02***
 Household size −0.01* −0.01* −0.02* −0.00 −0.01** −0.01** −0.01* −0.00
 Employed (not employed) −0.03*** −0.03** −0.03*** −0.03** −0.01 −0.01 −0.01 −0.01
 Poor self-rated healthb 0.15*** 0.15*** 0.16*** 0.14*** 0.09*** 0.09*** 0.09*** 0.08***
 Number of chronic conditionsc 0.05*** 0.05*** 0.05*** 0.05*** 0.03*** 0.03*** 0.03*** 0.03***
 Baseline mortalityd −0.02 −0.02 −0.02 −0.01 −0.03 −0.03 −0.04 −0.01
Intercept −1.55*** −1.55*** −0.91** −1.48*** −2.16*** −2.16*** −1.46*** −2.17***
Random effects
 Intercept variance 0.09*** 0.09*** 0.10*** 0.08*** 0.10*** 0.10*** 0.10*** 0.10***

Notes: COVID-19 = coronavirus disease 2019. N = 51,383; country N = 27.

aReference group is respondents not reporting COVID-19 deaths of each type.

bReference group is self-reported good, very good, or excellent health.

cSum of seven chronic conditions.

dEstimates multiplied by 100 to reduce leading zeros.

*p < .05. **p < .01. ***p < .001.