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Book

Quantitative Analysis of Questionnaires

Book

Quantitative Analysis of Questionnaires

DOI link for Quantitative Analysis of Questionnaires

Quantitative Analysis of Questionnaires book

Techniques to Explore Structures and Relationships

Quantitative Analysis of Questionnaires

DOI link for Quantitative Analysis of Questionnaires

Quantitative Analysis of Questionnaires book

Techniques to Explore Structures and Relationships
BySteve Humble
Edition 1st Edition
First Published 2020
eBook Published 29 January 2020
Pub. Location London
Imprint Routledge
DOI https://doi.org/10.4324/9780429400469
Pages 232
eBook ISBN 9780429400469
Subjects Education
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Humble, S. (2020). Quantitative Analysis of Questionnaires: Techniques to Explore Structures and Relationships (1st ed.). Routledge. https://doi.org/10.4324/9780429400469

ABSTRACT

Bringing together the techniques required to understand, interpret and quantify the processes involved when exploring structures and relationships in questionnaire data, Quantitative Analysis of Questionnaires provides the knowledge and capability for a greater understanding of choice decisions. The ideal companion for non-mathematical students with no prior knowledge of quantitative methods, it highlights how to uncover and explore what lies within data that cannot be achieved through descriptive statistics. This book introduces significance testing, contingency tables, correlations, factor analysis (exploratory and confirmatory), regression (linear and logistic), discrete choice theory and item response theory.

Using simple and clear methodology, and rich examples from a range of settings, this book:

  • provides hands-on analysis with data sets from both SPSS and Stata packages;
  • explores how to articulate the calculations and theory around statistical techniques;
  • offers workable examples in each chapter with concepts, applications and proofs to help produce a higher quality of research outputs;
  • discusses the use of formulas in the appendix for those who wish to explore a greater mathematical understanding of the concepts.

Quantitative Analysis of Questionnaires is the ideal introductory textbook for any student looking to begin and or improve statistical learning as well as interpretation.

TABLE OF CONTENTS

chapter Chapter 1|19 pages

Introduction

chapter Chapter 2|10 pages

Statistical significance and contingency tables

chapter Chapter 3|21 pages

Factor analysis

Exploratory

chapter Chapter 4|28 pages

Correlation and linear regression

chapter Chapter 5|21 pages

Factor analysis

Confirmatory

chapter Chapter 6|23 pages

Regression

Logistic

chapter Chapter 7|27 pages

Making choices

Discrete choice theory

chapter Chapter 8|22 pages

Item response theory

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