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Analysis of Observational Health Care Data Using SAS by Andrew C. Leon, Josep Maria Haro, Robert Obenchain, Douglas E. Faries

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Chapter 17

Addressing Measurement and Sponsor Biases in Observational Research

Josep Maria Haro

Abstract

17.1 Introduction

17.2 General Design Issues

17.3 Addressing Measurement and Sponsor Bias

17.4 Summary

References

 

Abstract

Researchers who design, implement, and analyze observational studies must address the potential for multiple types of bias. In this chapter, we focus on methods to minimize measurement and sponsor bias. Measurement bias occurs when there are differences in the evaluation of patient outcomes between the groups being compared. Sponsor bias is a vague concept that includes many systematic errors that may arise from the interest of the investigator or the sponsor to support a given treatment. The use of easy-to-administer, ...

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