Difference-in-Difference Model Results of Recent Spousal Death, COVID-19, and Mental Health
. | Depressed or sad . | . | . | Often lonely . | . | . | Trouble sleeping . | . | . |
---|---|---|---|---|---|---|---|---|---|
. | (1) . | (2) . | (3) . | (4) . | (5) . | (6) . | (7) . | (8) . | (9) . |
Status | |||||||||
Not recently widowed | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) |
Recently widowed | 0.339*** | 0.421*** | 0.495*** | 0.233*** | 0.235*** | 0.190 | 0.210*** | 0.215*** | 0.318* |
(0.019) | (0.023) | (0.063) | (0.020) | (0.031) | (0.141) | (0.022) | (0.034) | (0.134) | |
Time period | |||||||||
Pre-COVID-19 | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) |
COVID-19 | −0.144*** | −0.149*** | −0.130*** | 0.005 | 0.000 | −0.005 | −0.084*** | −0.088*** | −0.075*** |
(0.008) | (0.008) | (0.010) | (0.003) | (0.003) | (0.005) | (0.007) | (0.007) | (0.009) | |
Difference-in-difference | |||||||||
Recently widowed × COVID-19 | 0.281*** | 0.200** | 0.126 | 0.410* | 0.408* | 0.453* | 0.093 | 0.087 | −0.015 |
(0.064) | (0.066) | (0.088) | (0.163) | (0.166) | (0.215) | (0.170) | (0.173) | (0.216) | |
Constant | 0.426*** | 0.431*** | 0.411*** | 0.068*** | 0.072*** | 0.077*** | 0.357*** | 0.360*** | 0.347*** |
(0.008) | (0.008) | (0.010) | (0.003) | (0.003) | (0.005) | (0.008) | (0.008) | (0.009) | |
Obs. | 98,424 | 98,412 | 78,420 | 98,303 | 98,291 | 78,319 | 98,579 | 98,566 | 78,554 |
R2 | .033 | .031 | .018 | .012 | .006 | .002 | .013 | .011 | .006 |
Time since spouse’s death | 3 years or less | 1 year or less | 3 months or less | 3 years or less | 1 year or less | 3 months or less | 3 years or less | 1 year or less | 3 months or less |
. | Depressed or sad . | . | . | Often lonely . | . | . | Trouble sleeping . | . | . |
---|---|---|---|---|---|---|---|---|---|
. | (1) . | (2) . | (3) . | (4) . | (5) . | (6) . | (7) . | (8) . | (9) . |
Status | |||||||||
Not recently widowed | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) |
Recently widowed | 0.339*** | 0.421*** | 0.495*** | 0.233*** | 0.235*** | 0.190 | 0.210*** | 0.215*** | 0.318* |
(0.019) | (0.023) | (0.063) | (0.020) | (0.031) | (0.141) | (0.022) | (0.034) | (0.134) | |
Time period | |||||||||
Pre-COVID-19 | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) |
COVID-19 | −0.144*** | −0.149*** | −0.130*** | 0.005 | 0.000 | −0.005 | −0.084*** | −0.088*** | −0.075*** |
(0.008) | (0.008) | (0.010) | (0.003) | (0.003) | (0.005) | (0.007) | (0.007) | (0.009) | |
Difference-in-difference | |||||||||
Recently widowed × COVID-19 | 0.281*** | 0.200** | 0.126 | 0.410* | 0.408* | 0.453* | 0.093 | 0.087 | −0.015 |
(0.064) | (0.066) | (0.088) | (0.163) | (0.166) | (0.215) | (0.170) | (0.173) | (0.216) | |
Constant | 0.426*** | 0.431*** | 0.411*** | 0.068*** | 0.072*** | 0.077*** | 0.357*** | 0.360*** | 0.347*** |
(0.008) | (0.008) | (0.010) | (0.003) | (0.003) | (0.005) | (0.008) | (0.008) | (0.009) | |
Obs. | 98,424 | 98,412 | 78,420 | 98,303 | 98,291 | 78,319 | 98,579 | 98,566 | 78,554 |
R2 | .033 | .031 | .018 | .012 | .006 | .002 | .013 | .011 | .006 |
Time since spouse’s death | 3 years or less | 1 year or less | 3 months or less | 3 years or less | 1 year or less | 3 months or less | 3 years or less | 1 year or less | 3 months or less |
Notes: (Ref) indicates reference group. Survey design corrected SEs are in parentheses. Time since death includes cases where spouse was measured as dying within indicated amount of time (Wave 8) or reported as dying of COVID-19 (COVID Supplement). Estimates are from weighted linear probability models. Models controlling for age group, gender, household size, self-rated health, employment status, and country are in Supplementary Table 1. Stratified models by gender and age group are in Supplementary Table 2. Models restricted to participants who appear in both Wave 8 and the COVID Supplement are in Supplementary Table 3. Models limited to respondents who were married in Wave 7 and did not divorce in Wave 8 are in Supplementary Table 4. A placebo test using spousal hospitalization instead of spousal death is in Supplementary Table 5. SE = standard error.
***p < .001, **p < .01, *p < .05.
Difference-in-Difference Model Results of Recent Spousal Death, COVID-19, and Mental Health
. | Depressed or sad . | . | . | Often lonely . | . | . | Trouble sleeping . | . | . |
---|---|---|---|---|---|---|---|---|---|
. | (1) . | (2) . | (3) . | (4) . | (5) . | (6) . | (7) . | (8) . | (9) . |
Status | |||||||||
Not recently widowed | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) |
Recently widowed | 0.339*** | 0.421*** | 0.495*** | 0.233*** | 0.235*** | 0.190 | 0.210*** | 0.215*** | 0.318* |
(0.019) | (0.023) | (0.063) | (0.020) | (0.031) | (0.141) | (0.022) | (0.034) | (0.134) | |
Time period | |||||||||
Pre-COVID-19 | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) |
COVID-19 | −0.144*** | −0.149*** | −0.130*** | 0.005 | 0.000 | −0.005 | −0.084*** | −0.088*** | −0.075*** |
(0.008) | (0.008) | (0.010) | (0.003) | (0.003) | (0.005) | (0.007) | (0.007) | (0.009) | |
Difference-in-difference | |||||||||
Recently widowed × COVID-19 | 0.281*** | 0.200** | 0.126 | 0.410* | 0.408* | 0.453* | 0.093 | 0.087 | −0.015 |
(0.064) | (0.066) | (0.088) | (0.163) | (0.166) | (0.215) | (0.170) | (0.173) | (0.216) | |
Constant | 0.426*** | 0.431*** | 0.411*** | 0.068*** | 0.072*** | 0.077*** | 0.357*** | 0.360*** | 0.347*** |
(0.008) | (0.008) | (0.010) | (0.003) | (0.003) | (0.005) | (0.008) | (0.008) | (0.009) | |
Obs. | 98,424 | 98,412 | 78,420 | 98,303 | 98,291 | 78,319 | 98,579 | 98,566 | 78,554 |
R2 | .033 | .031 | .018 | .012 | .006 | .002 | .013 | .011 | .006 |
Time since spouse’s death | 3 years or less | 1 year or less | 3 months or less | 3 years or less | 1 year or less | 3 months or less | 3 years or less | 1 year or less | 3 months or less |
. | Depressed or sad . | . | . | Often lonely . | . | . | Trouble sleeping . | . | . |
---|---|---|---|---|---|---|---|---|---|
. | (1) . | (2) . | (3) . | (4) . | (5) . | (6) . | (7) . | (8) . | (9) . |
Status | |||||||||
Not recently widowed | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) |
Recently widowed | 0.339*** | 0.421*** | 0.495*** | 0.233*** | 0.235*** | 0.190 | 0.210*** | 0.215*** | 0.318* |
(0.019) | (0.023) | (0.063) | (0.020) | (0.031) | (0.141) | (0.022) | (0.034) | (0.134) | |
Time period | |||||||||
Pre-COVID-19 | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) | (Ref) |
COVID-19 | −0.144*** | −0.149*** | −0.130*** | 0.005 | 0.000 | −0.005 | −0.084*** | −0.088*** | −0.075*** |
(0.008) | (0.008) | (0.010) | (0.003) | (0.003) | (0.005) | (0.007) | (0.007) | (0.009) | |
Difference-in-difference | |||||||||
Recently widowed × COVID-19 | 0.281*** | 0.200** | 0.126 | 0.410* | 0.408* | 0.453* | 0.093 | 0.087 | −0.015 |
(0.064) | (0.066) | (0.088) | (0.163) | (0.166) | (0.215) | (0.170) | (0.173) | (0.216) | |
Constant | 0.426*** | 0.431*** | 0.411*** | 0.068*** | 0.072*** | 0.077*** | 0.357*** | 0.360*** | 0.347*** |
(0.008) | (0.008) | (0.010) | (0.003) | (0.003) | (0.005) | (0.008) | (0.008) | (0.009) | |
Obs. | 98,424 | 98,412 | 78,420 | 98,303 | 98,291 | 78,319 | 98,579 | 98,566 | 78,554 |
R2 | .033 | .031 | .018 | .012 | .006 | .002 | .013 | .011 | .006 |
Time since spouse’s death | 3 years or less | 1 year or less | 3 months or less | 3 years or less | 1 year or less | 3 months or less | 3 years or less | 1 year or less | 3 months or less |
Notes: (Ref) indicates reference group. Survey design corrected SEs are in parentheses. Time since death includes cases where spouse was measured as dying within indicated amount of time (Wave 8) or reported as dying of COVID-19 (COVID Supplement). Estimates are from weighted linear probability models. Models controlling for age group, gender, household size, self-rated health, employment status, and country are in Supplementary Table 1. Stratified models by gender and age group are in Supplementary Table 2. Models restricted to participants who appear in both Wave 8 and the COVID Supplement are in Supplementary Table 3. Models limited to respondents who were married in Wave 7 and did not divorce in Wave 8 are in Supplementary Table 4. A placebo test using spousal hospitalization instead of spousal death is in Supplementary Table 5. SE = standard error.
***p < .001, **p < .01, *p < .05.
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