공공주택지구 기업이전대책 수립을 위한 기업특성 및 기업이전의향에 관한 연구

A Study on the Characteristics of Company and the Intention for Company Relocation in Public Housing Development District - The Case of Development Projects on Namyangju Wangsug and Hanam Kyosan

This research was intended to derive policy implications so that it could be used for the establishment of company relocation measures for the 3rd new town being promoted as a government policy. It was to examine the current status, characteristics of the company and the preferred intention for company relocation in Namyangju-Wangsuk and Hanam-Gyosan public housing districts among the 3rd new towns. The traditional statistical techniques of cross-analysis and machine learning algorithms were used to analyze the correlation between the factors of characteristics of the company and their preferred intentions for the relocation, and the results were compared. As a result of the comparative analysis, the Random Forests method of machine learning algorithms was evaluated as having excellent predictive performance. In addition, the correlation analysis showed that first, the transfer price was largely affected by sales and regions, indicating that the preferred transfer site price was different depending on the company s sales and location. Second, the relocation type is highly correlated with logistics, distribution companies and unregistered manufacturing industries that are not included in the list of company relocation measures under the Land Compensation Act. This indicates the need to clearly reflect the preference of those companies in establishing the company transfer measures. Third, the timing of the relocation was difficult to classify according to the specific characteristics of the company. This showed that company relocation measures should be established in advance in order for the company to determine the timing of the relocaton in accordance with the characteristics of the company.