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Titlebook: Meta-analysis in Clinical Research: Principles and Procedures; Anoop Kumar Book 2023 The Editor(s) (if applicable) and The Author(s), unde

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发表于 2025-3-21 17:36:30 | 显示全部楼层 |阅读模式
书目名称Meta-analysis in Clinical Research: Principles and Procedures
编辑Anoop Kumar
视频video
概述Presents main ideas and concepts of meta-analysis with suitable simple examples.Highlights methods used to produce a rigorous meta-analysis.Discusses presentation and interpretation of meta-analysis
图书封面Titlebook: Meta-analysis in Clinical Research: Principles and Procedures;  Anoop Kumar Book 2023 The Editor(s) (if applicable) and The Author(s), unde
描述.This book provides conceptual information on the various processes involved in meta-analysis. It examines the importance of meta-analysis for the analyses of clinical data to draw a valid conclusion using suitable software. The initial sections of the book introduce meta-analysis, how to perform a systematic literature review (SLR), quality assessment of studies, extraction, and analysis of data. The subsequent section of the book contains information on advanced topics including, meta-regression, network meta-analysis, issues, mistakes, and future perspectives. In summary, the book provides a statistical method for combining the results of different studies on the same topic and resolving conflicts among studies. This book is written with the intent to allow a wide range of readers including students, researchers, and health care professionals, including physicians, nurses, pharmacists, and paramedical, and is also helpful for a beginner who would like to do a meta-analysis..
出版日期Book 2023
关键词Systematic literature review (SLR); Meta-analysis; Network Meta-analysis; Meta regression; Overall estim
版次1
doihttps://doi.org/10.1007/978-981-99-2370-0
isbn_softcover978-981-99-2372-4
isbn_ebook978-981-99-2370-0
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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https://doi.org/10.1007/978-981-99-2370-0Systematic literature review (SLR); Meta-analysis; Network Meta-analysis; Meta regression; Overall estim
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Sensitivity and Subgroup Analysis,s since it tries to establish the robustness of the reported outcomes, whereas subgroup analysis provides a clear picture of the effect of interventions in different groups. However, these crucial aspects of meta-analyses are frequently ignored or underreported. This chapter provides a detailed discussion about sensitivity and subgroup analysis.
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Meta-Regression,that investigates the extent to which statistical heterogeneity between results of multiple studies can be related to one or more characteristics of the studies. It uses regression analysis to combine, compare, and synthesise research findings from multiple studies. This chapter provides a detailed discussion on meta-regression.
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Challenges,meta-analysis such as decisions regarding inclusion and exclusion criteria, availability of studies, quality of included studies, dealing with publication bias, and so on. In this chapter, I have mainly discussed common challenges in the field of systematic reviews and meta-analyses.
发表于 2025-3-22 21:59:02 | 显示全部楼层
Quality Assessment of Studies,The quality assessment of studies is one of the important steps in meta-analysis. Various scales and checklists are available to assess the quality of studies, depending upon the type of study. A detailed discussion regarding the assessment of the quality of studies using available scales/checklists is compiled in this chapter.
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