2009
DOI: 10.1080/10543400902964118
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Baseline Observation Carry Forward: Reasoning, Properties, and Practical Issues

Abstract: In some longitudinal drug studies, regulatory agencies suggest baseline observation carry forward (BOCF) as a method of handling patient dropout, despite the existence of many criticisms to BOCF. The reason for using BOCF is not clear to many users who either treat BOCF as an imputation method or consider BOCF to be "conservative" in the sense that it allows treatment effect to be evaluated with a severe penalty for dropouts. In this article we address the following questions and issues: What is the reason for… Show more

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Cited by 34 publications
(29 citation statements)
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“…The BOCF analysis was employed because it is recognized as more conservative than LOCF in intent‐to‐treat (ITT) analyses if symptoms are expected to improve over the course of the study, as would be expected in the treatment of pain (Shao et al., 2009). …”
Section: Discussionmentioning
confidence: 99%
“…The BOCF analysis was employed because it is recognized as more conservative than LOCF in intent‐to‐treat (ITT) analyses if symptoms are expected to improve over the course of the study, as would be expected in the treatment of pain (Shao et al., 2009). …”
Section: Discussionmentioning
confidence: 99%
“…Nevertheless, whether correction of metabolic acidosis to the level of TA-Bic>24mEq/L provides additional protection for RRF in these patients is unknown. A randomized controlled trial which was aimed to detect the effect of oral bicarbonate on nutritional status and hospitalization of CAPD patients showed a tendency of slower decrease of RRF in the oral bicarbonate group [28]. Though, the absence of significant difference between the placebo and oral bicarbonate groups was probably due to the relative short follow-up.…”
Section: Discussionmentioning
confidence: 99%
“…An intention to treat analysis, including subjects who dropped out of the trial, was adopted to avoid the effects of dropout which may break the random assignment to the treatment groups in the study. Last observation carried forward (LOCF) method was used to replace missing data to diminish the different attrition rates between the groups [28]. Overall statistical comparisons between the two groups were performed by repeated measures ANOVA.…”
Section: Methodsmentioning
confidence: 99%
“…The BOCF method assumes that those who drop out of the program do not benefit from their participation in treatment and continue to smoke at an expected, consistent rate. Although this method of handling missing data has many well-recognized flaws and may bias results in favor of existing associations between baseline measures (National Research Council, 2010;Shao, Jordan, & Pritchett, 2009), we elected to use this method to parallel previous work using intent-to-treat analyses on the N-O-T dataset, as this approach is one of the most commonly used in similar cessation trials (Lancaster & Stead, 2005).…”
Section: Quit Statusmentioning
confidence: 99%