Search

A key question in many studies is how to divide the total effect of an exposure into a component that acts directly on the outcome and a component that acts indirectly, ie, through some intermediate. For example, one might be interested in the extent to which the effect of diet on blood pressure is mediated through sodium intake and the extent to which it operates through other pathways. In the context of such mediation analysis, even if the effect of the exposure on the outcome is unconfounded, estimates of direct and indirect effects will be biased if control is not made for confounders of the mediator-outcome relationship. Often data are not collected on such mediator-outcome confounding variables; the results in this paper allow researchers to assess the sensitivity of their estimates of direct and indirect effects to the biases from such confounding. Specifically, the paper provides formulas for the bias in estimates of direct and indirect effects due to confounding of the exposure-mediator relationship and of the mediator-outcome relationship. Under some simplifying assumptions, the formulas are particularly easy to use in sensitivity analysis. The bias formulas are illustrated by examples in the literature concerning direct and indirect effects in which mediator-outcome confounding may be present. [ABSTRACT FROM AUTHOR]

ABSTRACT Several studies have suggested that the quality of coital data from diaries is superior to that collected by retrospective questionnaires. By collecting data over short intervals of time, diaries can present a more comprehensive picture of exposure, while minimizing the potential for recall bias. Despite these advantages, paper diaries have limited use because of their expense and difficulty of implementation. Web-based data collection offers the opportunity to make improvements to the quality of epidemiologic exposure measurement by providing privacy and convenience to study participants while reducing costs associated with questionnaire administration and allowing for real-time data processing. We adapted coital diaries for Web-based data collection in a study of transmission rates of genital human papillomavirus infection among young adults. University women complete an online sexual behavior questionnaire (“diary”) every 2 weeks over a 3-year follow-up period; men complete a single online sexual behavior questionnaire (“journal”). In this paper we describe the design, methodology and implementation issues that emerge in conducting a Web-based epidemiologic study. We also discuss compliance, as well as methods for assuring appropriate security, confidentiality and privacy. [ABSTRACT FROM AUTHOR]

Several studies have suggested that the quality of coital data from diaries is superior to that collected by retrospective questionnaires. By collecting data over short intervals of time, diaries can present a more comprehensive picture of exposure, while minimizing the potential for recall bias. Despite these advantages, paper diaries have limited use because of their expense and difficulty of implementation. Web-based data collection offers the opportunity to make improvements to the quality of epidemiologic exposure measurement by providing privacy and convenience to study participants while reducing costs associated with questionnaire administration and allowing for real-time data processing. We adapted coital diaries for Web-based data collection in a study of transmission rates of genital human papillomavirus infection among young adults. University women complete an online sexual behavior questionnaire ("diary") every 2 weeks over a 3-year follow-up period; men complete a single online sexual behavior questionnaire ("journal"). In this paper we describe the design, methodology and implementation issues that emerge in conducting a Web-based epidemiologic study. We also discuss compliance, as well as methods for assuring appropriate security, confidentiality and privacy. [ABSTRACT FROM AUTHOR]