Using the Work History Italian Panel (WHIP) we estimate the causal effects of breast and colorectal cancer on earnings, on unemployment, and on the possibil- ity to work part-time in the following three years after the cancer diagnosis. Since cancer patients differ from the rest of the population at socio-economic levels, we perform a propensity score matching to balance our observations. We analyse the effect on earnings throughout a OLS regression and on part-time and unemploy- ment using a logistic regression. We observe that colorectal and breast cancer patients have different effects on earnings. A diagnosis of colorectal cancer ap- pears to be more disabling, leading to a total reduction in earnings up to 1000 AC after three years. On the contrary, the negative effects of breast cancer are more concentrated in the short term and from the second year onwards these women are able to resume a normal working activity. This diversity is also supported by the results we achieved on unemployment and on part-time work.
Effect of Breast and Colorectal Cancer on Earnings: Evidence from Italy
ROSSO, MARCO
2017/2018
Abstract
Using the Work History Italian Panel (WHIP) we estimate the causal effects of breast and colorectal cancer on earnings, on unemployment, and on the possibil- ity to work part-time in the following three years after the cancer diagnosis. Since cancer patients differ from the rest of the population at socio-economic levels, we perform a propensity score matching to balance our observations. We analyse the effect on earnings throughout a OLS regression and on part-time and unemploy- ment using a logistic regression. We observe that colorectal and breast cancer patients have different effects on earnings. A diagnosis of colorectal cancer ap- pears to be more disabling, leading to a total reduction in earnings up to 1000 AC after three years. On the contrary, the negative effects of breast cancer are more concentrated in the short term and from the second year onwards these women are able to resume a normal working activity. This diversity is also supported by the results we achieved on unemployment and on part-time work.File | Dimensione | Formato | |
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https://hdl.handle.net/20.500.14240/100123