scispace - formally typeset
Open AccessBook

SPSS survival manual : a step by step guide to data analysis using SPSS

Julie Pallant
TLDR
In this paper, SPSS is used to explore relationships among variables using graphs to describe and explore the data, checking the reliability of a scale, choosing the right statistic, and comparing groups.
Abstract
Preface Data files and website Introduction and overview Part One: Getting started Designing a study Preparing a codebook Getting to know SPSS Part Two: Preparing the data file Creating a data file and entering data Screening and cleaning the data Part Three: Preliminary analyses Descriptive statistics Using graphs to describe and explore the data Manipulating the data Checking the reliability of a scale Choosing the right statistic Part Four: Statistical techniques to explore relationships among variables Correlation Partial correlation Multiple regression Logistic regression Factor analysis Part Five: Statistical techniques to compare groups Non-parametric statistics T-tests One-way analysis of variance Two-way between-groups ANOVA Mixed between-within subjects analysis of variance Multivariate analysis of variance Analysis of covariance Appendix: Details of data files Recommended reading References Index

read more

Citations
More filters
Journal ArticleDOI

The Effect of Universal Design for Learning (UDL) Application on E-learning Acceptance: A Structural Equation Model

TL;DR: The findings suggest that using educational technologies to address curricula limitations is a bridge to enhancing learner willingness to accept e-learning.

Factors influencing employee loyalty directly and indirectly through job satisfaction - A study of banking sector in Ho Chi Minh City

TL;DR: In this article, the authors attempted to identify the relationship between job satisfaction and organizational loyalty of employees who are working in banking industry in Ho Chi Minh City (HCMC), and elicited employees views on the different factors contributing to their loyalty toward their current banks.
Journal Article

Factors Affecting Faculty Web Portal Usability

TL;DR: Multiple regression analysis showed that information content as a web portal design-related factor was the only significant predictor of web portal usability, and the null hypothesis stating that faculty-related and web portalDesign-related factors do not significantly affect faculty web portals usability is accepted.
Proceedings ArticleDOI

Determinants of E-Learning Adoption in Universities: Evidence from a Developing Country

TL;DR: The technological, organizational and environmental (TOE) determinants of e-learning adoption in universities in developing countries, with the 'nature of the course' added to the constructs to underpin the study are explored.
Journal ArticleDOI

The effect of promotional mix on hotel performance during the political crisis in the Middle East

TL;DR: In this paper, the authors investigated the effects of promotional mix in terms of advertisement, website and direct sale on job performance during the political crisis in the Middle East, data were collected from 121 Jordanian employees working in hotels in Aqaba city using a self-administrated questionnaire including 35 items.
Trending Questions (2)
What are the key steps in designing a quantitative research study using SPSS?

Key steps in designing a quantitative research study using SPSS include designing the study, preparing a codebook, creating a data file, and choosing the right statistic for analysis.

How can I use SPSS to analyze my data?

The paper provides a step-by-step guide on how to use SPSS for data analysis, including designing a study, preparing a codebook, creating a data file, conducting preliminary analyses, and using various statistical techniques to explore relationships among variables and compare groups.