Using an Integrated Model of Grocery Store Shopping Path and Purchase Behavior

نویسندگان

  • SAM K. HUI
  • ERIC T. BRADLOW
  • PETER S. FADER
چکیده

We examine three sets of established behavioral hypotheses about consumers’ in-store shopping behavior (the effect of perceived time pressure, licensing, and the social presence of other shoppers) using field data on shopping paths and linked purchases obtained from an actual grocery store. We incorporate these behavioral hypotheses within an individual-level probability model to examine their empirical support via shoppers’ in-store visit, shop, and buy decisions. Our results provide field evidence for the following empirical regularities. First, as consumers spend more time in the store, they become more purposeful in their trip — they are less likely to spend time on exploration, and are more likely to shop and buy. Second, consistent with “licensing” behavior (Khan and Dhar 2006), after purchasing virtue categories, consumers are more likely to shop at locations that carry vice categories. Third, the social presence of other shoppers attracts consumers towards a zone in the store (Argo et al. 2005), but reduces consumers’ tendency to shop in that zone (Harrell et al. 1980). Implications of this research for store layout decisions, due to an improved understanding of consumer in-store path behavior, are briefly discussed.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Integrated Model of Grocery Store Shopping Path and Purchase Behavior

We develop an individual-level integrated Bayesian model for store shopping trips to capture the relationship between a consumer’s shopping path through the store and her purchasing behavior. Using dynamic latent “attractions” of different zones and product categories in the store as fundamental constructs, our model jointly captures three key aspects of a consumer’s within-store behavior: whic...

متن کامل

The Traveling Salesman Goes Shopping: The Systematic Deviations of Grocery Paths from TSP-Optimality

We examine grocery shopping paths using the “Traveling Salesman Problem” (TSP) as a normative frame of reference. We define the “TSP-path” for each shopper as the shortest path that connects all of his purchases. We then decompose the length of each observed path into three components: the length of the TSP-path, the additional distance due to order deviation (i.e., not following the TSP-order ...

متن کامل

Design and Implementation of an Agent-Based Grocery Shopping System

We propose an agent-based grocery shopping system, which automates grocery shopping process. Agents gather grocery information from several store server agents and compare it with user’s preferences of groceries and stores. The agents could adapt to user’s up-to-date preferences by learning from his/her evaluation of previous shopping results. The proposed agent-based grocery shopping system is...

متن کامل

Usage Experience with Decision Aids and Evolution of Online Purchase Behavior

This study investigates how usage experience with various decision aids available in an online store contributes to purchase behavior evolution in a new Internet shopping environment. In the context of online grocery stores, we categorize four types of decision aids: those for 1) nutritional needs, 2) brand preference, 3) economic needs, and 4) personalized shopping lists, and construct a Nonho...

متن کامل

Grocery Customer Behavior Analysis using RFID-based Shopping Paths Data

Knowing about the customer behavior in a grocery has been a long-standing issue in the retailing industry. The advent of RFID has made it easier to collect moving data for an individual shopper's behavior. Most of the previous studies used the traditional statistical clustering technique to find the major characteristics of customer behavior, especially shopping path. However, in using the clus...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009