Table 4.
Estimate of the Average Causal Effect for the Palivizumab Case Study Obtained Using Strategies 2 and 3, Using an Outcome Model Controlled for Confounders and Propensity Score
Sensitivity Parameters | Trial Size |
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95% CI | Mean Gestational Age, Treated | Mean Gestational Age, Untreated |
---|---|---|---|---|---|---|
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N/A | 1,560 | −0.003 | −0.3% | −0.05, 0.05 | 26.5 | 27.2 |
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(0,0) | 2,643 | −0.002 | −0.2% | −0.04, 0.04 | 26.9 | 27.7 |
(−4,0) | 3,659 | −0.010 | −1.0% | −0.04, 0.03 | 26.9 | 25.5 |
(0,−4) | 2,985 | 0.013 | 1.3% | −0.03, 0.05 | 24.2 | 27.7 |
(−4,-4) | 3,964 | 0.006 | 0.6% | −0.02, 0.04 | 24.2 | 25.5 |
Abbreviations: ACE, average causal effect; CI, confidence interval; N/A, not applicable; , target trial emulated from observed and imputed data;
, target trial emulated from observed data.
a The ACE is expressed as a risk difference both in absolute value and in percentage risk difference The sensitivity parameters are listed in order . With sensitivity parameter
(0,0), the data are assumed missing at random. In all other cases for
it is assumed missing not at random. This is not applicable for
, which has complete data.