{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T04:18:41Z","timestamp":1760242721197,"version":"build-2065373602"},"reference-count":29,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2016,3,4]],"date-time":"2016-03-04T00:00:00Z","timestamp":1457049600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGI"],"abstract":"<jats:p>Mainland China has become one of the most important markets for international fast-food chains over the past decade. To study the regional spread of KFC and McDonald\u2019s outlets in Chinese cities, the correlation of their distributions and degree of market expansion were explored and compared to analyze both the local and the global spatial autocorrelations. A geographically weighted Poisson regression model was also used to examine the influence of demographic, economic, and geographic factors on their spatial distributions. The findings of this comparative study reveal the site selection criteria at the city level by studying the differences and similarities in outlet distributions for KFC and McDonald\u2019s. The presented results can guide other chains to enhance business location planning and formulate regional development policy.<\/jats:p>","DOI":"10.3390\/ijgi5030027","type":"journal-article","created":{"date-parts":[[2016,3,4]],"date-time":"2016-03-04T10:53:34Z","timestamp":1457088814000},"page":"27","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["A Comparative Analysis of the Distributions of KFC and McDonald\u2019s Outlets in China"],"prefix":"10.3390","volume":"5","author":[{"given":"Yikang","family":"Rui","sequence":"first","affiliation":[{"name":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, Nanjing University, Nanjing 210023, China"},{"name":"Department of Geographic Information Science, Nanjing University, Nanjing 210023, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huang","family":"Huang","sequence":"additional","affiliation":[{"name":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, Nanjing University, Nanjing 210023, China"},{"name":"Department of Geographic Information Science, Nanjing University, Nanjing 210023, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Min","family":"Lu","sequence":"additional","affiliation":[{"name":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, Nanjing University, Nanjing 210023, China"},{"name":"Department of Geographic Information Science, Nanjing University, Nanjing 210023, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bao","family":"Wang","sequence":"additional","affiliation":[{"name":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, Nanjing University, Nanjing 210023, China"},{"name":"National Marine Environmental Forecasting Center, Beijing 100000, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiechen","family":"Wang","sequence":"additional","affiliation":[{"name":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, Nanjing University, Nanjing 210023, China"},{"name":"Department of Geographic Information Science, Nanjing University, Nanjing 210023, China"},{"name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing 210023, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2016,3,4]]},"reference":[{"key":"ref_1","unstructured":"Zhou, M. (2011). Education and Management, Springer."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1348","DOI":"10.1016\/j.econmod.2011.02.026","article-title":"Foreign direct investment and china's regional income inequality","volume":"28","author":"Yu","year":"2011","journal-title":"Econ. Model."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1016\/S0925-5273(03)00046-X","article-title":"An integrated location, production, distribution and investment model for a multinational corporation","volume":"86","author":"Bhutta","year":"2003","journal-title":"Int. J. Prod. Econ."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"792","DOI":"10.1287\/mksc.1070.0296","article-title":"Product positioning and competition: The role of location in the fast food industry","volume":"26","author":"Thomadsen","year":"2007","journal-title":"Mark. Sci."},{"key":"ref_5","first-page":"423","article-title":"Key success factors in catering industry management","volume":"130","author":"Nieh","year":"2012","journal-title":"Actual Probl. Econ."},{"key":"ref_6","unstructured":"Ritter, W. (1986). Big City Tourism, Reimer Verlag."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"1216","DOI":"10.1016\/j.apgeog.2011.01.011","article-title":"Food systems, planning and quantifying access: Using GIS to plan for food retail","volume":"31","author":"Eckert","year":"2011","journal-title":"Appl. Geogr."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/S0749-3797(01)00403-2","article-title":"Neighborhood characteristics associated with the location of food stores and food service places","volume":"22","author":"Morland","year":"2002","journal-title":"Am. J. Prev. Med."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1016\/j.amepre.2005.06.011","article-title":"Mcdonald\u2019s restaurants and neighborhood deprivation in scotland and england","volume":"29","author":"Cummins","year":"2005","journal-title":"Am. J. Prev. Med."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1007\/s12061-013-9095-6","article-title":"The spatial accessibility of fast food restaurants and convenience stores in relation to neighborhood schools","volume":"7","author":"Walker","year":"2014","journal-title":"Appl. Spat. Anal. Policy"},{"key":"ref_11","unstructured":"Yang, N. March of the Chains: Herding in Restaurant Locations. Available online: https:\/\/www.k-state.edu\/economics\/seminars\/retailclusters.pdf."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1016\/j.habitatint.2014.01.003","article-title":"Transnational practices in urban china: Spatiality and localization of western fast food chains","volume":"43","author":"Zhang","year":"2014","journal-title":"Habitat Int."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"325","DOI":"10.2105\/AJPH.2004.058040","article-title":"Associations of neighborhood characteristics with the location and type of food stores","volume":"96","author":"Moore","year":"2006","journal-title":"Am. J. Public Health"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"S240","DOI":"10.1016\/j.amepre.2007.07.005","article-title":"The availability of fast-food and full-service restaurants in the United States: Associations with neighborhood characteristics","volume":"33","author":"Powell","year":"2007","journal-title":"Am. J. Prev. Med."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1016\/j.amepre.2008.09.025","article-title":"Neighborhood environments: Disparities in access to healthy foods in the US","volume":"36","author":"Larson","year":"2009","journal-title":"Am. J. Prev. Med."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"961","DOI":"10.1016\/j.healthplace.2011.04.002","article-title":"Exploring the distribution of food stores in British Columbia: Associations with neighbourhood socio-demographic factors and urban form","volume":"17","author":"Black","year":"2011","journal-title":"Health Place"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"565","DOI":"10.3390\/ijgi3020565","article-title":"GIS-based analytical tools for transport planning: Spatial regression models for transportation demand forecast","volume":"3","author":"Lopes","year":"2014","journal-title":"ISPRS Int. J. Geo-Inf."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"783","DOI":"10.3390\/ijgi4020783","article-title":"Exploring spatial scale, autocorrelation and nonstationarity of bird species richness patterns","volume":"4","author":"Holloway","year":"2015","journal-title":"I ISPRS Int. J. Geo-Inf."},{"key":"ref_19","unstructured":"Cliff, A.D., and Ord, J.K. (1973). Spatial Autocorrelation, Pion."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1111\/j.1538-4632.1996.tb00936.x","article-title":"Geographically weighted regression: A method for exploring spatial nonstationarity","volume":"28","author":"Brunsdon","year":"1996","journal-title":"Geogr. Anal."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"329","DOI":"10.2747\/1548-1603.46.3.329","article-title":"Exploring the impact of non-normality on spatial non-stationarity in geographically weighted regression analyses: Tobacco outlet density in New Jersey","volume":"46","author":"Yu","year":"2009","journal-title":"GISci. Remote Sens."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"660","DOI":"10.1080\/13658816.2013.865739","article-title":"Geographically weighted regression with a non-euclidean distance metric: A case study using hedonic house price data","volume":"28","author":"Lu","year":"2014","journal-title":"Int. J. Geogr. Inf. Sci."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1080\/13658816.2014.958154","article-title":"Locating a supermarket using a locally calibrated huff model","volume":"29","year":"2015","journal-title":"Int. J. Geogr. Inf. Sci."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"1425","DOI":"10.1080\/13658816.2014.893347","article-title":"Exploring the relationship between street centrality and land use in stockholm","volume":"28","author":"Rui","year":"2014","journal-title":"Int. J. Geogr. Inf. Sci."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1111\/j.1538-4632.1995.tb00338.x","article-title":"Local indicators of spatial association-lisa","volume":"27","author":"Anselin","year":"1995","journal-title":"Geogr. Anal."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1111\/j.1538-4632.2001.tb00444.x","article-title":"Spatial empirics for economic growth and convergence","volume":"33","author":"Rey","year":"2001","journal-title":"Geogr. Anal."},{"key":"ref_27","unstructured":"Fotheringham, A.S., Brunsdon, C., and Charlton, M. (2003). Geographically Weighted Regression: The Analysis of Spatially Varying Relationships, John Wiley & Sons."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1080\/15230406.2014.965748","article-title":"Gis-based analysis of obesity and the built environment in the US","volume":"42","author":"Xu","year":"2015","journal-title":"Cartogr. Geogr. Inf. Sci."},{"key":"ref_29","unstructured":"Nakaya, T. Gwr4 User Manual. WWW Document. Available online: http:\/\/www.st-andrews.ac.uk\/geoinformatics\/wp-content\/uploads\/GWR4manual_201311.pdf."}],"container-title":["ISPRS International Journal of Geo-Information"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2220-9964\/5\/3\/27\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T19:20:09Z","timestamp":1760210409000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2220-9964\/5\/3\/27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,3,4]]},"references-count":29,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2016,3]]}},"alternative-id":["ijgi5030027"],"URL":"https:\/\/doi.org\/10.3390\/ijgi5030027","relation":{},"ISSN":["2220-9964"],"issn-type":[{"type":"electronic","value":"2220-9964"}],"subject":[],"published":{"date-parts":[[2016,3,4]]}}}