Epidemiological Practices in Research on Small Effects

Epidemiological Practices in Research on Small Effects

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Epidemiology faces its limits: the search for subtle links between diet, lifestyle, or environmental factors and disease is an unending source of fear - but often yields little certainty. Studies on weak associations - or small effects - often produce contradictory results which confuse the public. In this book, numerous contributions and illustrated examples show the effects of this problem, and sets out how future research should be approached in order to minimize the problems, thus producing clear results of significance. In modern societies, epidemiology is increasingly confronted with the detection and evaluation of small risks, especially from environmental exposures and various lifestyles. The question arises, if for example, the risks from residential magnetic field exposure and childhood leukaemia, or dietry fat intake and breast cancer are real, or if they can safely be considered as artefacts, as a consequence of methodological limits of epidemiology? More and more conflicting results are produced and are putting the general public in a state of uncertainty, which, if public pressure is strong enough, might result in political action without the required sound scientific justification. Therefore, strategies have to be developed, to minimise the "noise" in epidemiological studies, in order to get a clearer picture of the real influencing factors, and to reduce the chance of false results. Based on an international conference on this topic, attended by some of the world's leading epidemiologists, this book is presenting an overview of the main difficulties researchers might encounter when studying small risks. It is also offering recommendations on how to proceed when small risks are under study in order to avoid spurious results.

Small effects as a main problem in epidemiology
Obstacles in evaluating small effects
Towards good epidemiological practices
Problems in detecting small effects in case-control and cohort studies
Proposals and recommendations concerning small effects in case-control and cohort studies
Comments on problems with small effects in case-control and cohort studies
Small effects and the selection of study participants in case-control and cohort studies
Commentary on small effects and the selection of study participants in case-control and cohort studies
Confounding: Its role in weak associations
Commentary on confounding: Examples of its influence in weak associations
Bias in observational studies
Research strategies for assessing epidemiolgic associations, in relation to the distribution and measurement of exposures
Commentary on "Bias in observational studies"
Small effects: Subgroup analysis and interaction
Enhancing small risks in epidemiologic studies
Is meta-analysis a valid approach to the evaluation of small effects?
Commentary on meta-analysis
Discussion remarks on meta-analysis
Publication bias
Concluding remarks.
ISBN 978-3-642-80465-6
Medientyp Buch
Copyrightjahr 2012
Verlag Springer, Berlin
Umfang VIII, 134 Seiten
Abbildungen VIII, 134 p.
Sprache Englisch