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. Author manuscript; available in PMC: 2011 Jun 1.
Published in final edited form as: Addiction. 2010 Feb 8;105(6):1005–1015. doi: 10.1111/j.1360-0443.2009.02896.x

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.

a

Multiple imputation analyses provided t values (df ≥ 598). All other analyses provided Wald χ2 values with a single degree of freedom.

b

As an approximation to OR = ∞, which represents missing=use, we set OR = 100.