| \begin{table}[ht!] \begin{adjustbox}{max width=1.25\textwidth} \begin{threeparttable} \caption{Impacts on Match Between Treatment and Illness} \label{expected_match_decomp} {\begin{tabular}{l*{7}{C{0.1\linewidth}}} \toprule \toprule & (1) & (2) & (3) & (4) & (5) & (6) \\ & \multicolumn{3}{c}{Expected Match: Prescribed} & \multicolumn{3}{c}{Expected Match: Purchased} \\ \cmidrule(lr){2-4} \cmidrule(lr){5-7} \\ & Malaria Positive& Malaria Negative& Overall Match& Malaria Positive& Malaria Negative& Overall Match \\ \toprule | |
| $\beta_P$: Patient Voucher& 0.0096 & -0.043\sym{**} & -0.032\sym{*} & 0.023\sym{***}& -0.11\sym{***}& -0.083\sym{***}\\ | |
| & (0.0070) & (0.021) & (0.017) & (0.0079) & (0.022) & (0.017) \\ | |
| $\beta_D$: Doctor Voucher& 0.0073 & -0.0074 & 0.0049 & 0.018\sym{***}& -0.063\sym{***}& -0.039\sym{**} \\ | |
| & (0.0076) & (0.021) & (0.017) & (0.0071) & (0.020) & (0.016) \\ | |
| \emph{P-values} & & & & & & \\ | |
| \enspace $\beta_P=\beta_D$& 0.718 &0.034\sym{**} &0.006\sym{***} & 0.537 &0.008\sym{***} &0.002\sym{***} \\ | |
| \enspace $\beta_P=\beta_D=0$& 0.384 &0.050\sym{*} &0.015\sym{**} &0.007\sym{***} &0.000\sym{***} &0.000\sym{***} \\ | |
| & & & & & & \\ | |
| Mean (Control) & 0.153 & 0.326 & 0.479 & 0.122 & 0.449 & 0.570 \\ | |
| N & 2053 & 2053 & 2053 & 2053 & 2053 & 2053 \\ | |
| \hline \end{tabular} } \begin{tablenotes}[flushleft] \small \item \emph{Notes}: Robust standard errors clustered at the clinic level in parentheses. All regressions control for clinic visit date fixed effects. We use double selection lasso to choose additional controls. See notes to Table 3 for a list of potential controls. The expected match for malaria positive is equal to predicted malaria risk times the relevant malaria treatment/purchase dummy. The expected match for malaria negative is equal to one minus predicted malaria risk times one minus the malaria prescription/purchase dummy. The overall expected match is the sum of these two variables. *, **, and *** denote statistical significance at the 10, 5, and 1 percent levels respectively. \end{tablenotes} \end{threeparttable} \end{adjustbox} \end{table} | |