Fig. 1. Spatial distribution of coefficients of customer’s characteristics in GWR
Table 1. Specification for independent variables
Table 2. Basic statistics of independent variables
Table 3. Result of OLS regression
Table 4. Consumption expenditure per customer
Table 5. Result of GWR including ratio of female, the independent variable of OLS Model 1
Table 6. Result of GWR including ratio of 20’s-30’s, the independent variable of OLS Model 2
Table 7. Result of GWR including ratio of 40’s-50’s, the independent variable of OLS Model 3
참고문헌
- Cho, S. H., Poudyal, N. C., and Roberts, R. K. (2008), Spatial analysis of the amenity value of green open space, Ecological Economics, Vol. 66, pp. 403-416. https://doi.org/10.1016/j.ecolecon.2007.10.012
- Fotheringham, S., Charlton, M., and Brunsdon, C. (1998), Geographically weighted regression: a natural evolution of the expansion method for spatial data analysis, Environment and planning A, Vol. 30, No.11, pp. 1905-1927. https://doi.org/10.1068/a301905
- Jung, E., Sung, H., and Rho, J.H. (2015), "Analysis on influence factors for apparel retail sales considering spatial autocorrelation, Journal of Korea Planning Association, Vol.50, No.5, pp. 215-231. (in Korean with English abstract) https://doi.org/10.17208/jkpa.2015.08.50.5.215
- Kang, C.D. (2010), GWR approach for real estate appraisal: The case of Seoul apartment, Korea Real Estate Review, Vol. 20, No. 2, pp. 107-132. (in Korean with English abstract)
- Kang, H.M. and Lee, S.K. (2017), Classifying alley markets through cluster analysis using dynamic time warping and analyzing possibility of opening new stores, Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, Vol. 35, No. 5, pp. 329-338. https://doi.org/10.7848/KSGPC.2017.35.5.329
- Kang, M.S. and Shin, J.C. (2011), A study on the market area of outlet shopping center by using time sensitivity measurement, Journal of The Korean Regional Development Association, Vol. 23, No. 1, pp. 185-206. (in Korean with English abstract)
- Kim, C. and Jeong, S. (2013), A study on the factors affecting hotel & restaurant location in Seoul, Korean Management Consulting Review, Vol. 13, No. 4, pp. 297-314. (in Korean with English abstract)
- Kim, H.J. and Lee, S.W. (2011), Determinants of 5 major crimes in Seoul metropolitan area: application of mixed GWR model, Seoul Studies, Vol. 12, No. 4, pp. 137-155. (in Korean with English abstract)
- Kim, S.M., Ahn, J.S., and Shim, G.E. (2014), Study on critical factors for sales of discount chain stores : focused on major 3 competitors of discount chain stores, Journal of the Korean Urban Management Association, Vol. 27, No.2, pp. 19-38. (in Korean with English abstract)
- Kwon, P. and Yu, K.Y. (2015), Trade area delimitation using amoeba technique, Journal of the Korean Society for Geospatial Information Science, Vol. 23, No. 2, pp. 11-16. (in Korean with English abstract)
- Lee, B. (2003), Defining of trade area using spatial data mining technique in business gis, The Journal of GIS Association of Korea, Vol. 11, No. 2, pp. 171-184. (in Korean with English abstract)
- Lee, B. and Lee, S.K. (2014a), Delimiting boundaries of market areas of central places using the density of retail facilities in an urban space, International Journal of Urban Sciences, Vol. 18, No. 1, pp. 90-102. https://doi.org/10.1080/12265934.2014.890061
- Lee, I., Lee, C., and Kang, S. (2010), The study of site factors affecting the sales of convenience stores, Journal of the Korea Real Estate Analysts Association, Vol. 16, No. 4, pp. 53-77. (in Korean with English abstract)
- Lee, K. and Jung, C. (2014), The effect of time period pedestrian volume on store location - focused on the suwon's retail stores and restaurants, Journal of the Architectural Institute of Korea Planning & Design, Vol. 30, No. 8, pp. 47-55. (in Korean with English abstract) https://doi.org/10.5659/JAIK_PD.2014.30.8.47
- Lee, S. G. (2004), A study on the effects of locational factors in the determination of sales volumes of large discount stores, The Korea Spatial Planning Review, Vol. 40, pp. 35-52. (in Korean with English abstract)
- Lee, S.H., Shin, G.C., and Yang, S.W. (2011), The development process and the livability factors of garosoogil as a commercial street in sinsa-dong, Seoul, Journal of the Urban Design Institute of Korea Urban Design, Vol. 12, No. 6, pp. 77-88.
- Lee, S.K. and Lee, B. (2014b), Application of the l-index to the delineation of market areas of retail businesses, Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, Vol. 32, No. 3, pp. 245-251. https://doi.org/10.7848/ksgpc.2014.32.3.245
- Lee, Y.J. and Choei, N.Y. (2005) A study of trade area analysis by way of analog method - a case of hap-jong district in seoul-, Journal of Korea Planning Association, Vol.40 No.5, pp. 75-86. (in Korean with English abstract)
- Lee, Y.S., Park, H.Y., Lew, S.H., and Kang, J.M. (2014), The analysis of the location factors that affects the sales of campus commercial district, Seoul Studies, Vol. 15, No. 1, pp. 17-34. (in Korean with English abstract)
- Nilson, P. (2014), Natural amenities in urban space - A geographically weighted regression approach, Landscape and Urban Planning, Vol. 121, pp. 45-54. https://doi.org/10.1016/j.landurbplan.2013.08.017
- Noh, E., Lee, S.K., and Lee, B. (2017) Analyzing influence factors of foodservice sales by rebuilding spatial data : focusing on the conversion of aggregation units of heterogeneous spatial data, Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, Vol. 35, No. 6, pp. 581-590. (in Korean with English abstract) https://doi.org/10.7848/KSGPC.2017.35.6.581
- Seoul Metropolitan Government (2015), http://news.seoul.go.kr/gov/archives/84465, (last date accessed: 30 November 2018). (in Korean)
- Shin, W. and Moon, S. (2011), A study on the effects of locational characteristics on the sales of a coffee shop franchise, Journal of the Korea Real Estate Analysts Association, Vol. 17, No. 2, pp. 111-123. (in Korean with English abstract)
- Shin, W., Shin, W., and Kim, T. (2013), A study on the trade area of wholesale mart and super-super market(ssm) in local major cities : focused on dalseogu, daegu-city, Journal of Korea Planning Association, Vol.48, No.1, pp. 221-231. (in Korean with English abstract)
- Son, J.W. (2009), Analysis of Spatial Variation by GWR Method in Estimating Land Price, Master's thesis, Yunsei University, Seoul, Korea, 48p. (in Korean with English abstract)
- Wheeler, D. and Tiefelsdorf, M. (2005), Multicollinearity and correlation among local regression coefficients in geographically weighted regression, Journal of Geographical Systems, Vol. 7, No. 2, pp. 161-187. https://doi.org/10.1007/s10109-005-0155-6
- Woo, C.M., Ahn, J.S., and Shim, G.E. (2011), Study on sales volumes of large discount stores using panel data, Journal of the Korea Real Estate Analysts Association, Vol. 17, No. 3, pp. 75-88. (in Korean with English abstract)
- Yu, K. and Lee, S. (2017), An analysis of factors affecting the agglomeration of food industry in Seoul using geographically weighted regression model, Journal of The Korean Regional Development Association, Vol. 29, No. 2, pp. 189-209. (in Korean with English abstract)
- Yun, J.M. and Choi, D.J. (2015), Geographically weighted regression on the characteristics of land use and spatial patterns of floating population in Seoul city, Journal of the Korean society for geo-spatial information system, Vol. 23, No. 3, pp. 77-84. (in Korean with English abstract)