Table 2.
Tests of condition on tobacco use at 6-months follow-up (T3) under varying methods for the handling missing data
95% Conf. Interval |
||||||
---|---|---|---|---|---|---|
Analysis Assumptions | Estimate | S.E. | Lower | Upper | Test Statistic a |
p |
Multiple Imputation | ||||||
OR = 0.5 | −.309 | .102 | −.509 | −.109 | −3.04 | .0025 |
OR = 1 | −.283 | .107 | −.493 | −.074 | −2.65 | .0082 |
OR = 3 | −.284 | .105 | −.490 | −.078 | −2.71 | .0068 |
OR = 5 | −.295 | .109 | −.509 | −.081 | −2.70 | .0070 |
OR = ∞ (Missing = Use)b | −.323 | .107 | −.533 | −.113 | −3.02 | .0026 |
Missing = Tobacco Use | −.325 | .107 | −.534 | −.115 | 9.24 | .0024 |
Last Observation Carried Forward | −.386 | .097 | −.575 | −.197 | 15.95 | <.0001 |
Complete Case | −.648 | .124 | −.891 | −.404 | 27.17 | <.0001 |
EM Imputation, Method 1 | −.592 | .084 | −.757 | −.426 | 49.11 | <.0001 |
Method 1 without Condition | −.284 | .084 | −.449 | −.120 | 11.47 | .0007 |
EM Imputation, Method 2 | −.629 | .084 | −.794 | −.464 | 55.79 | <.0001 |
Method 2 without Condition | −.375 | .084 | −.538 | −.211 | 20.09 | <.0001 |
EM Imputation, Method 3 | −.668 | .084 | −.833 | −.502 | 62.66 | <.0001 |
Method 3 without Condition | −.477 | .084 | −.642 | −.313 | 32.32 | <.0001 |
EM Imputation with Readiness to Quit | −.261 | .082 | −.422 | −.100 | 10.18 | .0014 |
Note. OR is the odds ratio that describes the relationship between tobacco use and missingness. All analyses had 2523 cases except for Complete Case which had 1126.
Multiple imputation analyses provided t values (df ≥ 598). All other analyses provided Wald χ2 values with a single degree of freedom.
As an approximation to OR = ∞, which represents missing=use, we set OR = 100.