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Finally, FE can suffer from reverse causality bias if for example after retirement, grandparents experience a decrease in income jointly with an increase in leisure allowing them to take care of their grandchildren.
However, as medical lab employment is simultaneously determined with the price of the intermediate medical services and higher prices may attract more medical labs to the local area, the estimated β 2 in this case will be biased due to endogeneity arising from reverse causality.
The cross‐sectional design is susceptible to bias from reverse causality.
By adjusting for these, this study reduced the potential bias from reverse causality in the estimate of risk of depression.
People of this area may use opium to alleviate pain from chronic illnesses, which could lead to associations from reverse causality.
Aside from reverse causality and confounding, which are certainly important considerations, such early divergence in the survival curves can also be explained by two other factors.
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A problem that concerns some scholars is the potential for reverse causality from incomes to policies, suggesting we look for deeper determinants that explain policies.
Finally, while one may think of controlling for x (or indeed any other fixed characteristic) using couple fixed effects, we need to bear in mind two important issues: First, this strategy cannot account for reverse causality from changes in labor supply to changes in body weight.
We excluded the first 2 years of follow-up to assess for reverse causality from preclinical disease at baseline.
Attenuated risks from time-lag analyses indicate a partial role for reverse causality, suggesting that medical comorbidity may precede DS.
Furthermore, we control for the endogeneity problem stemming from the reverse causality between debt and taxes.
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