Udemy

Platform

English

Language

Other Teaching & Academi

Category

Questionnaire Design and Data Analysis with SPSS and AMOS

A beginner’s guide to quantitative methods in social science

4.00 (20 reviews)

Students

3.5 hours

Content

Sep 2020

Last Update
Regular Price


What you will learn

how to design a questionnaire

how to collect and prepare the data

how to build regression and SEM models

how to analyze the data in SPSS and AMOS

how to interpret and report the findings


Description

Hi, welcome to Questionnaire Design and Data Analysis with SPSS and AMOS. This course is to introduce how to design a questionnaire and analyze the data based on survey methods. The course mainly includes three sections:

1. Questionnaire Design

The topics of this section are based on the different aspects of survey research, including research question identification, theoretical foundation, measurements design, sampling, data collection, and data preparation, aiming to illustrate how to design a reliable and valid questionnaire and collect data for further analysis;

2. Data analysis with SPSS

Different methods regarding linear regression are introduced in this section, such as simple and multiple linear regression, exploratory factor analysis (EFA), reliability test, as well as results interpretation. The analysis procedure of each method is illustrated step by step with IBM SPSS;

3. Data analysis with AMOS

The principles of structural equation modeling (SEM) methods are introduced in this section, such as measurement and structural models, path analysis, confirmatory factor analysis (CFA), model modification, etc. The operation procedures are also shown by using IBM Amos.

As an introductory course for questionnaire design and data analysis, this course mainly focuses on the applications of different analysis techniques. Thus statistical foundations are desirable but not required. Basic statistical knowledge will be introduced accordingly in different lectures.

During the learning process, you are encouraged to ask any questions concerned with questionnaire design and data analysis, as well as any problems from your own research, and I am willing to help and try to respond as soon as possible.


Screenshots

Questionnaire Design and Data Analysis with SPSS and AMOS
Questionnaire Design and Data Analysis with SPSS and AMOS
Questionnaire Design and Data Analysis with SPSS and AMOS
Questionnaire Design and Data Analysis with SPSS and AMOS

Content

Research Basics

General steps of conducting a research

Idenifying a research question

Building your theoretical model

Develop Questionnaire and Instruments

Design a questionnaire

Likert-scale instruments

Sampling and Data Collection

Sampling

Data collection and preparation

Data Analysis - Regression Methods in SPSS

Simple linear regression (part 1)

Simple linear regression (part 2)

Multiple linear regression

Exploratory factor analysis

Reliability Test

Data Analysis - SEM Methods in AMOS

Structural Equation Modeling (SEM) introduction

SEM analysis in AMOS (part 1)

SEM analysis in AMOS (part 2)

Confirmatory factor analysis (CFA)

Model modification

Write a Research Paper

Writing a research paper


Reviews

C
Chirag12 June 2021

Truly Great Learning Experience about SPSS AMOS and especially in Questionnaire Design along with Data Analysis of the same. Gratitude to Expert and entire team of UDEMY.

D
Dr.26 January 2021

This course helped in revising the SEM Methods in AMOS. It is a great course for overall research methodology and statistics introductions.

N
Nordin24 December 2020

each topic is explained in systematic way and understandable manner with actual example from instructor experience of his PhD work.


3111194

Udemy ID

5/10/2020

Course created date

5/7/2021

Course Indexed date
mpapadaki
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