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Making Energy Metrics Relevant To Service Firms: From Energy Conservation To Energy Productivity, Randle D. Raggio, Peter Ekman, Steve Thompson May 2020

Making Energy Metrics Relevant To Service Firms: From Energy Conservation To Energy Productivity, Randle D. Raggio, Peter Ekman, Steve Thompson

Marketing Faculty Publications

Although energy conservation and reduction in environmental impact are on the international and most national agendas, service firms rarely include energy consumption metrics in their strategic decision-making. One reason for the omission is that for service industries, firm level energy utilization is most commonly measured in kilowatt hours per square meter of office space where changes often related to the space rather than the firm performance. The measure also presents several problems for firms in service industries. First, energy conservation and reduction may be counterproductive for service firms that are growing and require energy to sustain that growth. Second, it …


Refocusing Loyalty Programs In The Era Of Big Data: A Societal Lens Paradigm, Valeria Stourm, Scott A. Neslin, Eric T. Bradlow, Els Breugelmans, So Yeon Chun, Pedro Gardete, P. K. Kannan, Praveen Kopalle, Young-Hoon Park, David Restrepo Amariles, Raphael Thomadsen, Yuping Liu-Thompkins, Rajkumar Venkatesan Jan 2020

Refocusing Loyalty Programs In The Era Of Big Data: A Societal Lens Paradigm, Valeria Stourm, Scott A. Neslin, Eric T. Bradlow, Els Breugelmans, So Yeon Chun, Pedro Gardete, P. K. Kannan, Praveen Kopalle, Young-Hoon Park, David Restrepo Amariles, Raphael Thomadsen, Yuping Liu-Thompkins, Rajkumar Venkatesan

Marketing Faculty Publications

Big data and technological change have enabled loyalty programs to become more prevalent and complex. How these developments influence society has been overlooked, both in academic research and in practice. We argue why this issue is important and propose a framework to refocus loyalty programs in the era of big data through a societal lens. We focus on three aspects of the societal lens-inequality, privacy, and sustainability. We discuss how loyalty programs in the big data era impact each of these societal factors, and then illustrate how, by adopting this societal lens paradigm, researchers and practitioners can generate insights and …


Creating, Metavoicing, And Propagating: A Road Map For Understanding User Roles In Computational Advertising, Yuping Liu-Thompkins, Ewa Maslowska, Yuquing Ren, Hyejin Kim Jan 2020

Creating, Metavoicing, And Propagating: A Road Map For Understanding User Roles In Computational Advertising, Yuping Liu-Thompkins, Ewa Maslowska, Yuquing Ren, Hyejin Kim

Marketing Faculty Publications

Over the past two decades, everyday users have become a prominent force in the advertising landscape. They actively participate in conversations with and about brands by creating, amplifying, and interacting with brand-related messages. These user activities generate large volumes of structured and unstructured data that advertisers can mine to understand consumer interests and preferences. In this article, we survey insights from the user-generated content literature through the computational advertising lens to offer a road map for future research. Specifically, we discuss three roles that users play—as creators, metavoicers, and propagators. For each role, we present key research areas that can …