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Author(s):  
Arnd Huchzermeier ◽  
Jannik Wolters ◽  
Marcel Uphues

In this case study, students combine data-based insights with strategic considerations to make fundamental business decisions at the German grocery retail chain Real. In response to dwindling numbers of customers and reduced revenues, Real developed the RealPro customer benefits program to achieve a quick turnaround. For a fixed annual fee, RealPro members receive substantial and permanent discounts of 20% on nonpromoted items from a broad range of food categories. Students employ data analytics methods to extract insights from the provided data set, which contains point-of-sale information from the actual market test of RealPro. Based on these insights, decisions concerning the rollout and design of the RealPro program must be made. We provide data analysis solutions in both Excel and R to analyze 75 thousand customer transactions. In the case extension, students can apply the difference-in-differences method and two covariate balancing algorithms for in-depth statistical analyses. For this purpose, we provide an additional unbalanced data set with 83 thousand transactions, on which the students can test and analyze propensity score matching and entropy balancing models.


2021 ◽  
Vol 11 (1) ◽  
pp. 74-107
Author(s):  
Lotta-Sofia La Rosa ◽  
Aku-Ville Lehtimäki

Abstract Digital reading has established its position, and thus research on how reading mode affects reading experience and enjoyment is needed. This study is based on a reading experiment with 89 14–15-year-olds who read or listened to an entire book in four different reading modes: paperbook, ebook, audiobook, and via a commercial subscription service. Using quantitative methods, we examine whether reading mode affects story world absorption as well as seek connections between gender, motivation, absorption and reading mode preferences. Based on the study, reading mode has no statistical impact on narrative absorption experience, measured by the Story World Absorption Scale. Instead, the experience correlates with reading motivation; an adolescent with higher motivation is more likely to feel absorbed while reading, regardless of reading mode. On average, girls experience higher reading motivation and absorption than boys. Less motivated seem to prefer audiobook whereas more motivated choose reading over listening.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  

Purpose This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting-edge research and case studies. Design/methodology/approach This briefing is prepared by an independent writer who adds their own impartial comments and places the articles in context. Findings This research paper concentrates on Walmart's launch of the mobile app shopping delivery subscription service, Walmart Plus. Discounted gas gives it an edge over Amazon Prime, yet Walmart Plus lacks the streaming services of Amazon Prime. After a relatively slow start in consistently growing the service across all demographics, Walmart Plus leaders are advised to seriously consider going organic, leveraging the powerful reach of social media influencers, and integrating online with Walmart-owned Sam's Club. Originality/value The briefing saves busy executives, strategists and researchers hours of reading time by selecting only the very best, most pertinent information and presenting it in a condensed and easy-to-digest format.


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