All the resources below offer free, open, trustworthy data and statistics that can be used for research.
Data vs. Statistics:
Data is raw information that requires analysis or interpretation for it to be meaningful and to answer research questions. It is the information that becomes statistics.
Statistics are data that has been interpreted, summarized, and/or processed. They give you quick facts or numbers on a topic.
Exercise Science Data Resources
Data Analysis and Research for Sport and Exercise Science by Chris Wragg; Craig WilliamsData Analysis and Research for Sport and Exercise Science is tailored to suit undergraduate sports and exercise science students seeking a clear understanding of data and statistics to support their scientific research. The text is divided into three main areas: Research and Design, Data Analysis and the Interpretation of Findings. Topics covered in the book include: * introduction to the scientific research method * the literature review * developing your research question and experimental design * using statistical analysis to interpret results * presentation of your data * discussing your results and drawing conclusions. Both authors have supervised many student dissertations and have an excellent understanding of the concerns and pitfalls facing those new to this field.
ISBN: 9780203642245
Publication Date: 2004-08-02
Measurement and Evaluation in Human Performance by James G. Disch; Dale P. Mood; Minsoo Kang; James R. MorrowMeasurement and Evaluation in Human Performance, Fifth Edition With Web Study Guide, leads students through the fundamentals of collecting and analyzing data of human performance and applying their results to real-life situations. Focusing on the core concepts of reliability and validity of data, the text provides all the necessary tools for evidence-based decision making that can be applied to physical therapy, allied health professions, kinesiology, sport and exercise science, physical education, health, and fitness. The fifth edition of Measurement and Evaluation in Human Performance provides students with a logical progression of information in a straightforward manner. Introductory algebraic concepts are combined with the technological capabilities of Microsoft Excel and IBM's Statistical Package for the Social Sciences (SPSS) to aid students in calculations and data analysis. The text expands on previous editions and includes the following enhancements: * Additional sport-specific and exercise examples, as well as physical education examples focusing on motor skill abilities and psychological skills, that provide real-world application of the material * Updated examples for use and practice with Excel and SPSS calculations and techniques that illustrate data analyses * Expanded emphasis on evidence-based decision making to guide students in making appropriate decisions * 52 video interviews of top researchers who offer greater insight into the field as students work through the text The text is divided into four easy-to-follow parts. Part I introduces the concepts of measurement and evaluation and their importance to decision making in human performance with specific attention to applications of measurement, testing, and evaluation. Part II explores statistics as core tools and resources for these evaluations and decisions and explains the various forms of statistical procedures often used in measurement. Part III takes the skills gained from parts I and II and extends them into applied issues in human performance, such as evaluating a person's aerobic capacity or muscular strength. The importance of reliability and validity in data is also covered in detail. Part IV provides information on practical applications that apply all of the information from the previous sections. Learning aids for this text, including a robust and newly updated web study guide with activities and questions for active learning and engagement, enhance student comprehension and retention. Chapter objectives highlight main points that students should focus on throughout the chapters, and key terms are highlighted and defined in the glossary. Mastery Items include problems and activities that test student knowledge, while Measurement and Evaluation Challenge sidebars provide scenarios that can be tackled with the information gathered throughout the chapter. Additional data sets for each chapter are also provided in the web study guide for practice and mastery of techniques in Excel and SPSS. To aid instructors, Measurement and Evaluation in Human Performance, Fifth Edition, includes a suite of ancillary materials: instructor guide, presentation package plus image bank, test package, chapter quizzes, and instructor videos. Measurement and Evaluation in Human Performance, Fifth Edition, continues to providee students with the tools and confidence they will need to gather reliable data, analyze it, and apply it in their work with clients. With its emphasis on understanding and applying sound measurement techniques, this fifth edition prepares students and professionals to identify problems and make solid decisions in the realm of human performance.
A nonpartisan organization that conducts data-driven social science research such as public opinion polling, media content analysis, and demographic research.
Gapminder provides global statistics and world trends. Users can search the datasets by name, view the government/organization that provided the data. The site also includes videos and teaching resources.
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