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Understanding statistics. Putting p-values into perspective.

Anthony C Redmond1, Anne-Maree Keenan

  • 1Lower Extremity and Podiatry (LEAP) Research Group, School of Exercise and Health Sciences, University of Western Sydney, Locked Bag 1797, Penrith DC, New South Wales, Australia.

Journal of the American Podiatric Medical Association
|May 17, 2002
PubMed
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This paper simplifies statistical concepts for clinicians, explaining clinical significance and appropriate statistical methods. It aims to demystify research statistics and highlight user-friendly approaches.

Area of Science:

  • Medical Research Methodology
  • Clinical Biostatistics

Background:

  • Clinicians often struggle to understand research statistics, hindering evidence-based practice.
  • Statistics in research can intimidate clinicians due to poor comprehension or inappropriate presentation.

Purpose of the Study:

  • To introduce fundamental statistical principles for clinicians.
  • To enhance clinicians' ability to critically evaluate statistical methods in research literature.

Main Methods:

  • Discussion of basic statistical concepts, including clinical and statistical significance.
  • Outline of appropriate uses for specific statistical techniques.
  • Introduction to clinician-friendly statistical approaches and identification of common presentation "cheats".

Related Experiment Videos

Main Results:

  • Provides foundational knowledge in statistical interpretation for healthcare professionals.
  • Equips clinicians with tools to better assess the validity of research findings.
  • Highlights methods to critically analyze statistical reporting in medical literature.

Conclusions:

  • Empowers clinicians to confidently interpret and apply statistical information from research.
  • Aims to bridge the gap between statistical reporting and clinical understanding.
  • Promotes more effective utilization of evidence-based practice through improved statistical literacy.