Display Settings:

Format

Send to:

Choose Destination
See comment in PubMed Commons below
Open Dent J. 2010 Jul 16;4:55-60. doi: 10.2174/1874210601004020055.

Dealing with missing outcomes: lessons from a randomized trial of a prenatal intervention to prevent early childhood caries.

Author information

  • 1Australian Research Centre for Population Oral Health, School of Dentistry, The University of Adelaide, Adelaide, South Australia.

Abstract

Severe early childhood caries (S-ECC) affects 17% of 2-3 year old children in South Australia impacting on their general health and well-being. S-ECC is largely preventable by providing mothers with anticipatory guidance. Randomised controlled trials (RCTs) are the most decisive way to test this, but that approach suffers from near inevitable loss to follow-up that occurs with preventative strategies and distant outcome assessment.We re-examined the results of an RCT to prevent S-ECC using sensitivity analyses and multiple imputation to test different assumptions about violation of random allocation (1%) and major loss to follow-up (32%). Irrespective of any assumptions about missing outcomes, providing expectant mothers with anticipatory guidance during pregnancy and in the child's first year of life, significantly reduced the incidence of S-ECC at 20 months of age. However, the relative risk of S-ECC varied from 0.18 (95% confidence interval (CI): 0.06 - 0.52) to 0.70 (95% CI: 0.56 - 0.88). Also the 'number needed to treat' (NNT) to prevent one case of S-ECC varied 2.5-fold: from 8 to 20 women given anticipatory guidance. Multiple imputation provided a best estimate of 0.25 (95% CI: 0.11 - 0.56) for the relative risk and of 14 (95% CI: 10 - 33) for the number needed to treat.Avoiding loss to follow-up is crucial in any RCT, but is difficult with preventative health care strategies. Instead of abandoning randomisation in such circumstances, sensitivity analyses and multiple imputation can consolidate the findings of an RCT and add extra value to the conclusions derived from it.

KEYWORDS:

Health promotion; Zelen design.; early childhood caries; intention-to-treat; multiple imputation; number needed to treat; pregnancy; randomized controlled trial; sensitivity analysis

PMID:
20871748
[PubMed]
PMCID:
PMC2944987
Free PMC Article
PubMed Commons home

PubMed Commons

0 comments
How to join PubMed Commons

    Supplemental Content

    Full text links

    Icon for PubMed Central
    Loading ...
    Write to the Help Desk