TY - JOUR T1 - Mağaza Yerleşim Planının Müşterilerin Satın Alımlarına Etkisi: İki Mağazanın Karşılaştırılması TT - The Effect of Store Layout Plan on Purchases of Customer: Comparison of Two Stores AU - Taşar, Bahar AU - Kazançoğlu, İpek PY - 2019 DA - December Y2 - 2019 JF - Balkan Sosyal Bilimler Dergisi JO - BJSS PB - Tekirdağ Namık Kemal Üniversitesi WT - DergiPark SN - 2146-8494 SP - 395 EP - 401 VL - 8 LA - tr AB - Müşterilerin mağazaiçinde en kısa yolu izleyerek ihtiyaç duydukları ürünleri satın almakistedikleri bilinmektedir. Müşterilerin yeni ve unutulmuş ihtiyaçlarınıtetikleyen fiziksel ürünlerin müşteri alışveriş yolu üzerinde olması onlarındürtüsel satın alımlarını arttırabilmektedir. Bu bağlamda çalışmanın amacı,perakende mağazalardaki yerleşim düzenine bağlı uzun rotaların müşterilerinalışveriş sepetlerinin büyümesine neden olup olmadığını belirlemektir.Çalışmada bir perakendecinin benzer özelliklere sahip iki mağazasında adetcinsinden ortalama sepet büyüklüğü kadar en sık satın alınan ürünler kümesindenalışveriş listesi oluşturulmuştur. Her iki mağazada da listedeki ürünlerinbirbirlerine olan uzaklık matrisleri elde edilmiştir. Müşterilerin en kısa yoludaha önceki tecrübelerine göre oluşturdukları ve en kısa yolu izlediklerivarsayımı altında rotalar gezgin satıcı problemi yöntemi ile ele alınmıştır.Mağazalardaki müşteri alışveriş rotalarının alışveriş sepet büyüklüklerininasıl etkilediği incelenmiştir. Sonuçlara göre, satışları yüksek olan ürüngruplarının mağaza içinde uzak noktalara yerleştirilmesinin satın alımlarıarttırarak müşterilerin alışveriş sepetlerini büyüttüğü görülmüştür. KW - Alışveriş Yolu KW - Mağaza Yerleşim Düzeni KW - Gezgin Satıcı Problem KW - Tüketici Davranışları KW - Dürtüsel Satın Alma N2 - Itis known that customers want to choose the shortest path while buying productsthey need in the store. The products that trigger the new and forgotten needsof the customers is on the way of shopping path can increase their impulsivepurchases. The aim is to determine whether the long routes depending on thelayout of the retail stores that cause growing the shopping carts of thecustomers. In this study, shopping lists from the most frequently purchasedproducts in average basket size were determined in two stores with similarcharacteristics of a retailer. The distance matrices of the products listed inboth stores were obtained. Under the assumption that customers create theshortest route according to their previous experience and follow the shortestroute, the routes are generated by using Traveling Salesman Problem. It wasexamined how the distances between the products that are purchased frequentlyin both stores affect the shopping routes and basket size of customers in thestore. According to the results, placing product groups with high sales indistant locations within the store increased the purchases and basket sizes. CR - Aarts, E. H., Korst, J. H., & Michiels, W. (2014). Simulated Annealing, Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques. Springer Science & Business Media. CR - Bitner M.J. (1992). Service Scapes: The Impact of Physical Surroundings on Customers and Employees. Journal of Marketing, 56, 57-71. CR - Boros, P., Fehér, O., Lakner, Z., Niroomand, S., & Vizvári, B. (2015). Modeling Supermarket Re-Layout from The Owner’s Perspective. Annals of Operations Research, 238(1-2), 27–40. CR - Botsali, A.R., & Peters, B.A. (2005). A Network Based Layout Design Model for Retail Stores. Proceedings of the Industrial Engineering Conference, Atlanta, GA. CR - Burke, R. (2005). Retail Shoppability: A Measure of the World's Best Stores Future Retail Now: 40 of the World's Best Stores. Retail Industry Leaders Association, Washington, DC, 206-219. CR - Chandon, P., Hutchinson, J., Joung, W., & Scott, H. (2002). Unseen Is Unsold: Visual Equity with Commercial Exe-Tracking Data. Fontainebleau: INSEAD. CR - Chen, X., Li, Y., & Hu, T. (2015). Solving the Supermarket Shopping Route Planning Problem Based on Genetic Algorithm. 2015 IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS), 529-533. CR - Corstjens, M., & Doyle, P. (1981). A Model for Optimizing Retail Space Allocations. Management Science, 27(7), 822-833. CR - Dantzig, G., Fulkerson, R., & Johnson, S. (1954). Solution of A Large-Scale Travelling Salesman Problem. Operations Research, 2(3), 393–410. CR - Dorismond J.P. (2019). Data-Driven Models for Promoting Impulse Items in Supermarkets. PhD Thesis, The State University of New York. CR - Eilon, S., Watson-Gandy, C. D. T., & Christofides, N. (1971). Distribution Management: Mathematical Modelling and Practical Analysis. London: Griffin. CR - Flamand, T., Ghoniem, A., & Maddah, B. (2016). Promoting Impulse Buying by Allocating Retail Shelf Space to Grouped Product Categories. Journal of Operational Research Society, 67, 953-969. CR - Fiechter, C. N. (1994). A Parallel Tabu Search Algorithm for Large Traveling Salesman Problems. Discrete Applied Mathematics, 51(3), 243-267. CR - Garip, E., & Ünlü, A. (2011). Mağaza Yerleşim Düzeninin Tüketici Davranışına Etkileri: Bir Teknomarket Örneği. İTÜ Dergisi, 10(1). CR - Gue, K.R., & Meller, R.D. (2009). Aisle Configurations for Unit-Load Warehouses. IIE Transactions, 41(3), 171-182. CR - Harrel, G. D., Hutt, M. D., & Anderson, J. C. (1980). Path Analysis of Buyer Behaviour Under Conditions of Crowding. Journal of Marketing Research, 17(1), 45–51. CR - Hui, S. K., Fader, P. S., & Bradlow, E. T. (2009). The Travelling Salesman Goes Shopping. The Systematic Deviations of Grocery Path from TSP Optimality, Marketing Science, 28(3), 566–572. CR - Hui, S.K., Inman J.J., Huang Y., & Suher J. (2013). The Effect of in-Store Travel Distance on Unplanned Spending: Applications to Mobile Promotion Strategies. Journal of Marketing, 77(2), 1–16. CR - Irion, J., Lu J.-C., Al-Khayyal F., & Tsao Y.-C. (2012). A Piecewise Linearization Framework for Retail Shelf Space Management Models. European Journal of Operational Research, 222, 122-136. CR - Jianzhong, W., & Tang, H. (2011). A Fast Algorithm for Solving TSP problem. Journal of Microellectronics & Computer, 28(1), 7-10. CR - Kaewyotha, J., & Songpan, W. (2018). A Study on the Optimization Algorithm for Solving The Supermarket Shopping Path Problem. 3rd International Conference on Computer and Communication Systems (ICCCS). CR - Klabjan, D., & Pei, J. (2010). In-Store One-To-One Marketing. Journal of Retailing and Consumer Services, 18(1), 64–73. CR - Knox, J. (1994). Tabu Search Performance on the Symmetric Traveling Salesman Problem. Computers & Operations Research, 21(8), 867-876. CR - Kollat D.T., & Willett R.P. (1967). Customer Impulse Purchasing Behavior. Journal of Marketing Research, 21–31. CR - Kundu, A., & Dan, P. (2012). Metaheuristic in Facility Layout Problems: Current Trend and Future Direction. International Journal of Industrial and Systems Engineering, 10 (2), 238-253 CR - Larson, J.S., Bradlow, E.T., & Fader, P.S. (2005). An Exploratory Look at Supermarket Shopping Paths. International Journal of Research in Marketing, 22(4), 395–414. CR - Lenstra, J.K., & RinnooyKan, A.H.G. (1975). Some Simple Applications of the Travelling Salesman Problem. Operations Research Quarterly, 26, 717–733. CR - Levy, M., &Weitz, B. A. (1998). Retail Management. 3rd edition, McGraw-Hill. CR - Lewison, D. (1994). Retailing, Upper saddle river. Prentice Hall, 277-278. CR - Lu Y., & Seo H.-B. (2015). Developing Visibility Analysis for a Retail Store: A Pilot Study in a Bookstore Environment and Planning B. Planning and Design, 42, 95-109. CR - Malek, M., Guruswamy, M., Pandya, M., & Owens, H. (1989). Serial and Parallel Simulated Annealing and Tabu Search Algorithms for the Traveling Salesman Problem. Annals of Operations Research, 21(1), 59e84. CR - Mawdesley, M.S., Al-Jibouri, S.H., & Yang, H. (2002). Genetic Algo Rithms for Construction Site Layout in Project Planning. Journal of Construction Engineering and Management, 128(5), 418–426. CR - Miao, Y., & Cheng, X. (2013). Improved Compact Genetic Algorithm for Solving Traveling Salesman Problem. Microellectronics & Computer, 30(8), 7-12. CR - Meller, R.D., & Gau K.Y. (1996). The Facility Layout Problem: Recent and Emerging Trends and Perspectives. Journal of Manufacturing Systems, 15(5), 351-366. CR - Mitchell, P. (2008). Discovery-Based Retail. Bascom Hill Publishing Group, Minneapolis, MN. CR - Mowrey, C. H., Parikh, P. J., & Gue, K. R. (2018). A Model to Optimize Rack Layout in A Retail Store. European Journal of Operational Research, 271(3), 1100–1112. CR - Mowrey, C. H., Parikh, P. J., & Gue, K. R. (2017). The İmpact of Rack Layout on Visual Experience in A Retail Store. INFOR: Information Systems and Operational Research, 1–24. CR - Papadimitriou, C. H. (1977). The Euclidean Travelling Salesman Problem is NP-Complete, Theory. Computer Scence, 4(3), 237–244. CR - Park, C. W., Iyer, E. S., & Smith, D. C. (1989). The Effects of Situational Factors on in-Store Grocery Shopping Behaviour. The Journal of Consumer Research, 15(4), 422–433. CR - Peters, B. A., Klutke, G.A., & Botsali, A. R. (2004). Research Issues in Retail Facility Layout Design. Progress in Material Handling Research, 399–414. CR - Shankar, V., Inman, J.J., Mantrala, M., Kelley, E., & Rizley, R. (2011). Innovations in Shopper Marketing: Current Insights and Future Research Issues. Journal of Retailing, 87(1), 29-42. CR - Singh, S.P., & Sharma, R.K. (2006). A Review of Different Approaches to the Facility Layout Problems. International Journal of Advanced Manufacturing Technology, 30(5/6), 425-433. CR - Sorensen, H. (2003). The Science of Shopping. Marketing Research, 15(3), 30–35. CR - Sunderesh, S., & Heragu Kusiak, A. (1991). Efficient Models for the Facility Layout Problem. European Journal of Operational Research, 53(1), 1–13. CR - Tompkins, J.A. (2003). Facilities Planning. 3rd edition, John Wiley & Sons, Inc. CR - Turley, L.W., & Milliman, R.E. (2000). Atmospheric Effects on Shopping Behavior: A Review of the Experimental Evidence. Journal of Business Research, 49(2), 193-211. CR - Yapicioglu, H., & Smith, A.E. (2012). Retail Space Design Considering Revenue and Adjacencies Using A Racetrack Aisle Network. IIE Transactions, 44(6), 446-458. CR - Yingying, Y., Chen, Y., & Li, T. (2014). Improved Genetic Algorithm for Solving Traveling Salesman Problem. Control and Decision, 29(8), 1483-1488. CR - Zhongwei, L. (2008). Improved Evolutionary Algorithm and its Application in Traveling Salesman Problem. Chongqing University. UR - https://dergipark.org.tr/tr/pub/bsbd/issue//650361 L1 - https://dergipark.org.tr/tr/download/article-file/905202 ER -