On the Prediction of Possibly Forgotten Shopping Basket Items

Author(s):  
Anderson Singh ◽  
Patrick Hosein
Keyword(s):  
Author(s):  
Dhiraj Thote ◽  
Sailee Parsewar ◽  
Arushi Welekar ◽  
Naved Sheikh ◽  
Rachita Dhakate ◽  
...  
Keyword(s):  

2021 ◽  
pp. 002224292110368
Author(s):  
Thomas P. Scholdra ◽  
Julian R. K. Wichmann ◽  
Maik Eisenbeiss ◽  
Werner J. Reinartz

Economic conditions may significantly affect households' shopping behavior and, by extension, retailers' and manufacturers' firm performance. By explicitly distinguishing between two basic types of economic conditions—micro conditions in terms of households' personal income and macro conditions in terms of the business cycle—this study analyzes how households adjust their grocery shopping behavior. The authors observe more than 5,000 households over eight years and analyze shopping outcomes in terms of what, where, and how much they shop and spend. Results show that micro and macro conditions substantially influence shopping outcomes, but in very different ways. Microeconomic changes lead households to adjust primarily their overall purchase volume—that is, after losing income, households buy fewer products and spend less in total. In contrast, macroeconomic changes cause pronounced structural shifts in households' shopping basket allocation and spending behavior. Specifically, during contractions, households shift purchases toward private labels while also buying and consequently spending more than during expansions. During expansions, however, households increasingly purchase national brands but keep their total spending constant. The authors discuss psychological and sociological mechanisms that can explain the differential effects of micro and macro conditions on shopping behavior and develop important diagnostic and normative implications for retailers and manufacturers.


2021 ◽  
Vol 11 (1) ◽  
pp. 50-66
Author(s):  
Lambros Nikolaos Tsourgiannis ◽  
Stavros Ioannis Valsamidis

This paper aims to identify the factors that affect consumers' buying behavior towards goods of consumers' shopping basket to classify them into groups according to their similar buying behavior patterns and to profile each group of consumers. A primary survey conducted to 242 consumers in Greece. Principal component analysis (PCA) conducted to identify the main factors that affect consumers purchasing behavior. Cluster analysis performed to classify consumers into groups with similar purchasing behavior whilst discriminant analysis conducted to check cluster predictability. Nonparametric tests are performed to profile each group of consumers according to their demographic characteristics and other factors. PCA identified six main factors: (1) price, (2) entertainment during shopping, (3) advertisement, (4) public relationships, (5) product features, (6) promotion activities. Cluster analysis classified consumers into three groups: (1) advertisement-orientated consumers, (2) promotion-orientated consumers, and (3) entertainment-orientated consumers.


2002 ◽  
Vol 39 (2) ◽  
pp. 242-252 ◽  
Author(s):  
Carrie M. Heilman ◽  
Kent Nakamoto ◽  
Ambar G. Rao

This article studies the impact of in-store “surprise” coupons (e.g., electronic shelf coupons, peel-off coupons) on consumers' total basket of purchases. A conceptual model is developed that (1) predicts that the use of a surprise coupon will increase the size of the shopping basket and the number of unplanned purchases made on the shopping trip and (2) predicts the type of these unplanned purchases. The authors present the results of an in-store experiment and analysis of the Stanford Market Basket Data to test these predictions.


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