Figure 1.

Main hypothesized causal relations between parental job loss and child outcomes, via the channels of family income and of negative parenting (see Equation 4 for a reference).

Note. Unmeasured confounding is assumed away and thus causal relations involving unobserved variables have been omitted. For simplicity, we also omit relations between “baseline household” and “baseline child” variables.