Survey Data Analysis in Applied Settings provides readers with an accessible hands-on approach to modern day applied survey data analysis. It offers detailed insight as well as the step-by-step methods and techniques needed to collect, prepare, analyze, and interpret survey data. The book covers presentation of data, an overview of survey design, nonresponse and missing data analysis, and aims to raise awareness of the hidden biases that often underlie poorly analyzed survey data. A companion website is also included which features computer code (primarily for R) that can be manipulated by the reader for their own purpose.
- Methodically guides readers through survey analysis via real-data examples
- Companion website provides customizable code for immediate use
- Covers scoring questionnaires, psychometric analysis, graphing and more
- Provides a solid knowledge foundation for more advanced psychometrics
Academic researchers; graduate students in social sciences; professionals and clinicians working in applied settings
- Survey Design
2. Gathering Data
3. Preparing Data for Analysis
4. Scoring Questionnaires
5. Exploring the Data
6. Basic Survey and Psychometric Analysis
7. Data Presentation, Graphing and Summarizing Results
8. Advanced Survey Analysis
- No. of pages:
- © Academic Press 2018
- 1st June 2018
- Academic Press
- Paperback ISBN:
Research Assistant Professor, Northwestern University. Dr. Griffith’s area of expertise is applying measurement science and psychometrics to clinical problems. He has extensive experience both researching and teaching in this area. He’s additionally provided consultation on the topic to a variety of non-profits, pharmaceutical, and medical device companies. He maintains a clinical practice in Chicago focused on cognitive behavioral therapy for adults with anxiety and depression. He has published over 70 papers on various aspects of psychometrics and psychological assessment.
Research Assistant Professor, Northwestern University
Gregory earned his MA in cognitive psychology from SUNY Binghamton. He has published on the topics of memory and attention, and taught both undergraduate and graduate courses in statistics and psychological research methods. He has since moved into the private sector, where he now has over 16 years of experience applying his expertise in survey research to conduct market analysis, usability testing, and customer relationship management for companies such as Samsung, Levono, Bose, Ericsson, and Panasonic.
Founder and Principal Consultant, Mentatt IT Services