Table 3.
Modeling of the Conditions Under which an Unmeasured Factor (U) May Account for Observed Sex-Based Differences in Mortality via Collider-Stratification Bias
| M.U | PAH.U | RR for association of U with PAH in men: 2 | RR for association of U with PAH in men: 5 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Prevalence of U in population without PAH | Prevalence of U in population without PAH | ||||||||||||||
| RR for association of female sex with mortality | 1.0 | 0.05 | 0.10 | 0.20 | 0.30 | 0.40 | 0.50 | 0.05 | 0.10 | 0.20 | 0.30 | 0.40 | 0.50 | ||
| 2 | 0.67 | 0.94 | 0.90 | 0.86 | 0.84 | 0.83 | 0.84 | 0.86 | 0.79 | 0.74 | 0.73 | 0.74 | 0.76 | ||
| 5 | 0.67 | 0.82 | 0.74 | 0.67 | 0.66 | 0.68 | 0.71 | 0.62 | 0.53 | 0.49 | 0.51 | 0.55 | 0.60 | ||
| 2 | 1.00 | 0.96 | 0.93 | 0.90 | 0.89 | 0.89 | 0.90 | 0.87 | 0.81 | 0.77 | 0.77 | 0.79 | 0.82 | ||
| 5 | 1.00 | 0.87 | 0.81 | 0.77 | 0.77 | 0.79 | 0.82 | 0.65 | 0.58 | 0.56 | 0.59 | 0.64 | 0.69 | ||
| 2 | 1.50 | 0.98 | 0.97 | 0.95 | 0.95 | 0.95 | 0.96 | 0.89 | 0.84 | 0.82 | 0.83 | 0.85 | 0.87 | ||
| 5 | 1.50 | 0.94 | 0.91 | 0.90 | 0.90 | 0.91 | 0.93 | 0.71 | 0.65 | 0.65 | 0.69 | 0.74 | 0.78 | ||
| 0.57 | 2 | 0.67 | 0.54 | 0.52 | 0.49 | 0.48 | 0.47 | 0.48 | 0.49 | 0.45 | 0.42 | 0.41 | 0.42 | 0.44 | |
| 5 | 0.67 | 0.47 | 0.42 | 0.38 | 0.38 | 0.39 | 0.40 | 0.35 | 0.30 | 0.28 | 0.29 | 0.31 | 0.34 | ||
| 2 | 1.00 | 0.55 | 0.53 | 0.51 | 0.51 | 0.51 | 0.51 | 0.50 | 0.46 | 0.44 | 0.44 | 0.45 | 0.47 | ||
| 5 | 1.00 | 0.50 | 0.46 | 0.44 | 0.44 | 0.45 | 0.47 | 0.37 | 0.33 | 0.32 | 0.34 | 0.36 | 0.39 | ||
| 2 | 1.50 | 0.56 | 0.55 | 0.54 | 0.54 | 0.54 | 0.55 | 0.51 | 0.48 | 0.47 | 0.47 | 0.48 | 0.50 | ||
| 5 | 1.50 | 0.53 | 0.52 | 0.51 | 0.51 | 0.52 | 0.53 | 0.40 | 0.37 | 0.37 | 0.39 | 0.42 | 0.45 | ||
| Key | |||||||||||||||
|
RR Model < RR Observed Modeling estimates female sex is more protective than the observed data demonstrate (RR Model < 0.60; below the lower limit of the 95% confidence interval of observed data) |
RR Model = RR observed Modeling estimates female sex is as protective as the observed data demonstrate (RR Model 0.60 – 0.92; within the 95% confidence interval of observed data) |
RR Model > RR Observed Modeling estimates female sex is less protective than the observed data demonstrate (RR Model > 0.92; above the upper limit of the 95% confidence interval of observed data) |
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M.U. = risk ratio for association of U with mortality; PAH.U = risk ratio for association of U with PAH among women. Assumptions: (1) prevalence of PAH among men = 5 cases per million44; (2) Risk ratio (RR) for effect of female sex on PAH = 3.0 (as seen in PHAR); (3) mortality of men versus women in the general population = RR 1.0 (equivalent) or 0.57 (lower mortality for women, based on U.S.-based longitudinal cohorts)45; (4) RR for the association of U with mortality = varied between 2.0 and 5.0; (5) RR for the association of U with PAH among women = varied between 0.67 and 1.50; (6) prevalence of U in the population without PAH = varied between 0.05 and 0.50. Table is color-coded according to whether modeling of collider-stratification bias predicted RR which were below (red), equal to (green), or above (blue) the 95% confidence interval for the observed unadjusted RR for mortality by sex in PHAR (RR 0.74; 95% CI 0.60–0.92).