POPM 3240 Lecture Notes - Lecture 12: Observational Error, Odds Ratio, Relative Risk

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Bias: any systematic error in the design, conduct, or analysis of a study that results in a mistaken estimate of an exposure"s effect on the risk of disease. Leads us to infer incorrect results from the study so our measure of association will not be reflective of the true value. Random error: due to sampling/chance can be solved by increasing sample size. Systematic error/bias: due to design flaws such as selection of participants, data collection, confounding, analysis. As a researcher can create study design carefully and use analytic techniques. As a reader make decisions about the study after critically appraising it. Arises from the way subjects are selected, agree to participate, or agree to remain in the study. The relationship between e and o among those in the study differs from that among those who were potentially eligible for the study but did not participate. Volunteers tend to be more highly educated, health conscious and compliant with physician orders.

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