4.00 (20 reviews)
☑ 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
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.
General steps of conducting a research
Idenifying a research question
Building your theoretical model
Develop Questionnaire and Instruments
Design a questionnaire
Sampling and Data Collection
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
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)
Write a Research Paper
Writing a research paper
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.
This course helped in revising the SEM Methods in AMOS. It is a great course for overall research methodology and statistics introductions.
each topic is explained in systematic way and understandable manner with actual example from instructor experience of his PhD work.