A practical approach to using statistics in health research : (Record no. 3492)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05750cam a2200241 i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119383574 |
| Terms of availability | TZS 312,000/= |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MUL |
| Language of cataloging | eng |
| Description conventions | AACR |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 610.21 MAC |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Mackridge, Adam |
| 245 12 - TITLE STATEMENT | |
| Title | A practical approach to using statistics in health research : |
| Sub Title | from planning to reporting / |
| Statement of responsibility, etc | by Adam Mackridge, Philip Rowe. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Hoboken : |
| Name of publisher | Wiley, |
| Year of publication | c2018. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xvi, 218 p. : |
| Other physical details | ill. : |
| Dimensions | 24 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 ## - Formatted Contents | |
| Formatted contents note | Chapter 1. Introduction<br/>Chapter 2. Data types<br/>Chapter 3. Presenting and summarizing data<br/>Chapter 4. Choosing a statistical test<br/>Chapter 5. Multiple testing<br/>Chapter 6. Common issues and pitfalls<br/>Chapter 7. Contingency chi-square test<br/>Chapter 8. Independent samples (two-sample) t-test<br/>Chapter 9. Mann-Whitney test<br/>Chapter 10. One-way analysis of variance (ANOVA); Including Dunnett's and Tukey's follow up tests<br/>Chapter 11. Kruskal-Wallis<br/>Chapter 12. McNemar's test<br/>Chapter 13. Paired t-test<br/>Chapter 14. Wilcoxon signed rank test<br/>Chapter 15. Repeated mesures analysis of variance<br/>Chapter 16. Friedman test<br/>Chapter 17. Pearson correlation<br/>Chapter 18. Spearman correlation<br/>Chapter 19. Logistic regression<br/>Chapter 20. Cronbach's alpha. Cover; Title Page; Copyright; Contents; About the Companion Website; Chapter 1 Introduction; 1.1 At Whom is This Book Aimed?; 1.2 At What Scale of Project is This Book Aimed?; 1.3 Why Might This Book be Useful for You?; 1.4 How to Use This Book; 1.5 Computer Based Statistics Packages; 1.6 Relevant Videos etc.; Chapter 2 Data Types; 2.1 What Types of Data are There and Why Does it Matter?; 2.2 Continuous Measured Data; 2.2.1 Continuous Measured Data<br/>Normal and Non-Normal Distribution; 2.2.2 Transforming Non-Normal Data; 2.3 Ordinal Data; 2.4 Categorical Data; 2.5 Ambiguous Cases. 2.5.1 A Continuously Varying Measure that has been Divided into a Small Number of Ranges2.5.2 Composite Scores with a Wide Range of Possible Values; 2.6 Relevant Videos etc.; Chapter 3 Presenting and Summarizing Data; 3.1 Continuous Measured Data; 3.1.1 Normally Distributed Data<br/>Using the Mean and Standard Deviation; 3.1.2 Data With Outliers, e.g. Skewed Data<br/>Using Quartiles and the Median; 3.1.3 Polymodal Data<br/>Using the Modes; 3.2 Ordinal Data; 3.2.1 Ordinal Scales With a Narrow Range of Possible Values; 3.2.2 Ordinal Scales With a Wide Range of Possible Values. 3.2.3 Dividing an Ordinal Scale Into a Small Number of Ranges (e.g. Satisfactory/Unsatisfactory or Poor/Acceptable/Good)3.2.4 Summary for Ordinal Data; 3.3 Categorical Data; 3.4 Relevant Videos etc.; Appendix 1: An Example of the Insensitivity of the Median When Used to Describe Data from an Ordinal Scale With a Narrow Range of Possible Values; Chapter 4 Choosing a Statistical Test; 4.1 Identify the Factor and Outcome; 4.2 Identify the Type of Data Used to Record the Relevant Factor; 4.3 Statistical Methods Where the Factor is Categorical. 4.3.1 Identify the Type of Data Used to Record the Outcome4.3.2 Is Continuous Measured Outcome Data Normally Distributed or Can It Be Transformed to Normality?; 4.3.3 Identify Whether Your Sets of Outcome Data Are Related or Independent; 4.3.4 For the Factor, How Many Levels Are Being Studied?; 4.3.5 Determine the Appropriate Statistical Method for Studies with a Categorical Factor; 4.4 Correlation and Regression with a Measured Factor; 4.4.1 What Type of Data Was Used to Record Your Factor and Outcome? 4.4.2 When Both the Factor and the Outcome Consist of Continuous Measured Values, Select Between Pearson and Spearman Correlation4.5 Relevant Additional Material; Chapter 5 Multiple Testing; 5.1 What Is Multiple Testing and Why Does It Matter?; 5.2 What Can We Do to Avoid an Excessive Risk of False Positives?; 5.2.1 Use of Omnibus Tests; 5.2.2 Distinguishing Between Primary and Secondary/Exploratory Analyses; 5.2.3 Bonferroni Correction; Chapter 6 Common Issues and Pitfalls; 6.1 Determining Equality of Standard Deviations; 6.2 How Do I Know, in Advance, How Large My SD Will Be? |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "This book provides an outline with methodological steps of how to use statistics to analyze your research data. The book begins with a general introduction, which discusses what you should be trying to achieve with your statistical analysis. This involves describing the subjects you investigated and their outcomes, determining whether there is statistically significant evidence of differences in outcomes between groups of subjects, quantitatively describing effect sizes, and also determining whether any changes are large enough to be of clinical significance. Next, the authors cover data types and choosing statistical tests. This includes identifying the factor and outcome, and also identifying the type of data used to record the outcome. Readers are then introduced to multiple testing, the Chi-square test, and independent samples and the two-sample t-test. The Man-Whitney test is discussed, as well as the One-way ANOVA. Readers are taught how to Carrying out the Kruskal-Wallis test and the McNemar's test. The Paired t-test is covered, as well as how to carry out the Wilcoxon paired samples test. Readers are shown how to carry out the repeated measures ANOVA and the Friedman test. This includes discussion of merits of change in median, change in proportions in categories, and changes in high/low categories. The book concludes with a discussion on correlation and regression methods, and a detailed analysis on Cronbach's alpha"-- |
| 546 ## - LANGUAGE NOTE | |
| Language note | eng. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Medical statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Medicine |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | MEDICAL / Epidemiology. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | / Probability & Statistics / General. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Rowe, Philip, |
| 942 ## - ADDED ENTRY ELEMENTS | |
| Item type | Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Permanent Location | Current Location | Date acquired | Source of acquisition | Full call number | Accession Number | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mzumbe University Main Campus Library | Mzumbe University Main Campus Library | 09/10/2021 | Elite bookstore | 610.21 MAC | 0083023 | 1 | 11/11/2022 | Book | ||||
| Mzumbe University Main Campus Library | Mzumbe University Main Campus Library | 09/10/2021 | Elite bookstore | 610.21 MAC | 0083024 | 2 | 11/11/2022 | Book | ||||
| Mzumbe University Main Campus Library | Mzumbe University Main Campus Library | 09/10/2021 | Elite bookstore | 610.21 MAC | 0083025 | 3 | 11/11/2022 | Book | ||||
| Mzumbe University Main Campus Library | Mzumbe University Main Campus Library | 09/10/2021 | Elite bookstore | 610.21 MAC | 0083026 | 4 | 11/11/2022 | Book |