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Mackridge, Adam

A Practical Approach to Using Statistics in Health Research: From Planning to Reporting

Mackridge, Adam - A Practical Approach to Using Statistics in Health Research: From Planning to Reporting, ebook

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ISBN: 9781119383611
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A hands-on guide to using statistics in health research, from planning, through analysis, and on to reporting

A Practical Approach to Using Statistics in Health Research offers an easy to use, step-by-step guide for using statistics in health research. The authors use their experience of statistics and health research to explain how statistics fit in to all stages of the research process. They explain how to determine necessary sample sizes, interpret whether there are statistically significant difference in outcomes between groups, and use measured effect sizes to decide whether any changes are large enough to be relevant to professional practice.

The text walks you through how to identify the main outcome measure for your study and the factor which you think may influence that outcome and then determine what type of data will be used to record both of these. It then describes how this information is used to select the most appropriate methods to report and analyze your data. A step-by-step guide on how to use a range of common statistical procedures are then presented in separate chapters. To help you make sure that you are using statistics robustly, the authors also explore topics such as multiple testing and how to check whether measured data follows a normal distribution. Videos showing how to use computer packages to carry out all the various methods mentioned in the book are available on our companion web site. This book:

• Covers statistical aspects of all the stages of health research from planning to final reporting

• Explains how to report statistical planning, how analyses were performed, and the results and conclusion

• Puts the spotlight on consideration of clinical significance and not just statistical significance

• Explains the importance of reporting 95% confidence intervals for effect size

• Includes a systematic guide for selection of statistical tests and uses example data sets and videos to help you understand exactly how to use statistics

Written as an introductory guide to statistics for healthcare professionals, students and lecturers in the fields of pharmacy, nursing, medicine, dentistry, physiotherapy, and occupational therapy, A Practical Approach to Using Statistics in Health Research:From Planning to Reporting is a handy reference that focuses on the application of statistical methods within the health research context.

Keywords:

Resource for understanding statistics in health research; how to use statistics in health research; Data types of statistics in health research; Presenting and summarizing data in health research; Choosing a statistical test for health research; Multiple testing in health research; Common issues and pitfalls using statistics in health research; Contingency chi-square test; Independent samples in statistics health research; Mann-Whitney test; One-way analysis of variance ANOVA; Dunnett’s and Tukey’s follow-up tests; Kruskal-Wallis and health research; McNemar’s test and health research; Paired t-test and health research; Wilcoxon signed-rank test and health research; Repeated measures analysis of variance and health research; Friedman test and health research

, Biostatistics, Epidemiology & Biostatistics, Biostatistics, Epidemiology & Biostatistics
Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
2018
Language
en
Edition
1
Page amount
240 pages
Format
Ebook
eISBN (ePUB)
9781119383611
Printed ISBN
9781119383574

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