Title Page
Contents
ABSTRACT 9
Ⅰ. Introduction 11
1.1. Background 11
1.2. Objective of the Study 14
1.3. Research Outline 15
Ⅱ. Theoretical and Literature Review 17
2.1. Public-led Housing Site Development Project in Korea 17
2.2. Policy Evaluation Methodologies 21
2.3. Literature Review 23
2.3.1. the Effect of Housing Site Development Project 23
2.3.2. The Effect of Development Projects in Urban Areas 24
2.4. Originality of the Study 27
Ⅲ. Materials and Method 29
3.1. Selection of the Sample Areas 29
3.2. Methodology 30
3.2.1. Self-organizing Mapping (SOM) 30
3.2.2. Difference in Difference (DID) 33
3.3. Data Acquisition and Database Construction 35
3.4. Outline of Methodologies 41
Ⅳ. Empirical Analysis 42
4.1. Result of SOM and Characteristics of Clusters 42
4.2. Result of DID 46
4.3. Comprehensive Results 51
Ⅴ. Conclusion 54
5.1. Summary 54
5.2. Limitation of Study 55
References 57
Abstract (in Korean) 63
〈Table 2-1〉 Comparisons between Land Readjustment Project, Urban Development Project and Housing Site Development Project 19
〈Table 3-1〉 Types of Regional and Project Site Data 38
〈Table 3-2〉 Description of Variables 40
〈Table 4-1〉 Descriptive Statistics of SOM for Each Cluster 43
〈Table 4-2〉 Summary of the Main Features of Clusters by Domain 45
〈Table 4-3〉 Frequency Statistics of DID for Each Cluster 47
〈Table 4-4〉 Characteristics of Subjects 48
〈Table 4-5〉 Result of DID Analysis 50
〈Table 4-6〉 Comprehensive Policy Evaluation 53
〈Figure 1-1〉 Flowchart of the Study 16
〈Figure 2-1〉 Process of Policy Evaluation 22
〈Figure 3-1〉 Sample Area of the Study 30
〈Figure 3-2〉 Dimensionality Reduction in SOM 32
〈Figure 3-3〉 Methodological Outline 41
〈Figure 4-1〉 Result of K-means Cluster Plot 46