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2 - Design of studies

Published online by Cambridge University Press:  07 September 2011

D. R. Cox
Affiliation:
University of Oxford
Christl A. Donnelly
Affiliation:
Imperial College London
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Summary

This, the first of two chapters on design issues, describes the common features of, and distinctions between, observational and experimental investigations. The main types of observational study, cross-sectional, prospective and retrospective, are presented and simple features of experimental design outlined.

Introduction

In principle an investigation begins with the formulation of a research question or questions, or sometimes more specifically a research hypothesis. In practice, clarification of the issues to be addressed is likely to evolve during the design phase, especially when rather new or complex ideas are involved. Research questions may arise from a need to clarify and extend previous work in a field or to test theoretical predictions, or they may stem from a matter of public policy or other decision-making concern. In the latter type of application the primary feature tends to be to establish directly relevant conclusions, in as objective a way as possible. Does culling wildlife reduce disease incidence in farm animals? Does a particular medical procedure decrease the chance of heart disease? These are examples of precisely posed questions. In other contexts the objective may be primarily to gain understanding of the underlying processes. While the specific objectives of each individual study always need careful consideration, we aim to present ideas in as generally an applicable form as possible.

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Publisher: Cambridge University Press
Print publication year: 2011

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  • Design of studies
  • D. R. Cox, University of Oxford, Christl A. Donnelly, Imperial College London
  • Book: Principles of Applied Statistics
  • Online publication: 07 September 2011
  • Chapter DOI: https://doi.org/10.1017/CBO9781139005036.003
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  • Design of studies
  • D. R. Cox, University of Oxford, Christl A. Donnelly, Imperial College London
  • Book: Principles of Applied Statistics
  • Online publication: 07 September 2011
  • Chapter DOI: https://doi.org/10.1017/CBO9781139005036.003
Available formats
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Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Design of studies
  • D. R. Cox, University of Oxford, Christl A. Donnelly, Imperial College London
  • Book: Principles of Applied Statistics
  • Online publication: 07 September 2011
  • Chapter DOI: https://doi.org/10.1017/CBO9781139005036.003
Available formats
×