Table 4.
Probability remain employed,a first differences and difference-in-differenceb from linear probability models, initially-employed married men under age 65 with employer-provided health insurance
| Cancer | Lung disease |
Hospitalized | New diagnosis |
New diagnosis only |
|
|---|---|---|---|---|---|
| ECHI×health shock | (1) −0.005 |
(2) 0.048 |
(3) −0.084* |
(4) −0.015 |
(5) 0.198*** |
| Non-ECHI×health shock | (0.085) 0.103 |
(0.098) −0.239 |
(0.049) −0.050 |
(0.064) −0.034 |
(0.059) −0.098 |
| Diff-in-diff | (0.081) −0.108 |
(0.216) 0.287 |
(0.084) −0.034 |
(0.098) 0.019 |
(0.144) 0.296** |
| N | (0.093) 1,212 |
(0.223) 1,175 |
(0.076) 1,385 |
(0.093) 1,265 |
(0.145) 1,192 |
| Treated | 72 | 35 | 245 | 125 | 52 |
Notes: ECHI=employment contingent health insurance; non-ECHI=health insurance through spouse’s employer.
Significance: p<.1
p<.05
p<.01.
“Employed” is defined as working for pay.
First difference is (health shock employment – healthy employment) for the specified group (ECHI or non-ECHI). Diff-in-diff is the difference between these effects.
Controls for first interview age under 40 or 40-59, nonwhite, some college, college degree or more, income under $20k, income more than $75k, physical job, stressful job, physical job×health shock, stressful job×health shock, firm size (25-100 or >100 employees), part-time work (fewer than 35 hours), spouse not working, spouse part time, spouse retired, spouse had bad health (fair/poor versus excellent/very good/good), spouse over 65, spouse covered by respondent’s employer-based insurance, dependents covered by respondent’s employer-based insurance, and year dummies.