PART 01: How to Design Analysis Reports & Research Papers Using Panel Data

01 Do I really need to conduct a survey?: Understanding and Using Panel Data
02 How to design analysis and research through a data analytical perspective
03 Analysis methods using social phenomena and panel data

PART 02: Social Science Panel Data Analysis Using Jamovi

04 Installing and Understanding the Jamovi Program
05 How to Use and Download Social Science Panel Data
06 Variable Extraction and Preprocessing: Data Handling
07 Frequency Analysis
08 Descriptive Statistics Analysis
09 Reliability Analysis
10 Cross-tabulation
11 Independent samples t-test
12 Paired Samples t-test
13 Analysis of Variance (ANOVA)
14 Correlation Analysis
15 Simple Regression Analysis
16 Multiple regression analysis
17 Logistic Regression Analysis

PART 03 Analysis Reports & Academic Paper Utilization Cases Using Panel Data and Jamovi

18 High School R&E Research Report: Even High School Students Can Do It!
19 Data Analysis Report Task: Analyze your company's current status and direction yourself!
20 Data Analysis & Machine Learning Projects: Conduct meaningful analysis that benefits society!
21 Social Science Research Using Panel Data: Perform a Variety of Analyses Without Spending Money!

References

Why You Should Choose This Book

1_What if you are an institutional manager or a novice researcher new to statistics and data analysis?
2_What if your organization or school requires data analysis and statistics, but you don't know where to start?
3_If you conduct a survey or use a paid statistical program, it will cost a lot of money.
Looking for a way to write analytical reports or academic papers while saving money?
4_Want to use data analysis to create R&E reports with students in middle and high schools?

[Summary of contents by part]

PART 01: How to Design Analysis Reports & Research Papers Using Panel Data

In this part, we first look at panel data, which can be used to analyze and understand phenomena.
We've organized the concepts, types, pros and cons of panel data in an easy-to-understand manner.
Next, we explain how to design analyses that utilize existing data to suit our organization and research objectives.
Finally, we outline how the designed analysis results can be applied to institutions and research.


PART 02: Social Science Panel Data Analysis Using Jamovi

In this part, we'll design an actual analysis using the Korean Children and Youth Panel data, conduct the analysis using the free statistical program jamovi, and then learn how to write a report on the results.
We also explain how to resolve common errors that occur when handling and analyzing data within each analysis method.

PART 03 Analysis Reports & Academic Paper Utilization Cases Using Panel Data and Jamovi

In this part, we will share real-world analysis and research cases based on what we learned in Parts 01 and 02.
Since each organization and company requires different analysis, we explain the analysis and design methods for each case.
We also highlight examples of how you can conduct analytics that benefit society without incurring costs, and guide you through how to conduct such analyses in collaboration with the Hidden Grace data analysis team.