Business Commons^™

Investigation Of Algorithmic Nudging On Decision Quality: Evidence From Randomized Experiments In Online Recommendation Settings, Yuxiao Luo

Dissertations, Theses, and Capstone Projects

Most recently, academic research has started to address the relationship between nudges and Artificial Intelligence/Machine Learning (AI/ML) and found that personalized targeting algorithms can influence individual and collective behaviors in ways that may lead to undesired consequences for both end-users and firms. This dissertation investigates the effects of digital nudging, particularly algorithmic nudging, on user’s decision quality in online badge recommendations in the e-commerce context. Nudge is a choice architecture that alters individual’s behavior in a predictable way while preserving all available options and keeping the same economic incentives. In this dissertation, I conducted three independent and relevant studies and …

Managing Information For Innovation Using Knowledge Integration Capability: The Role Of Boundary Spanning Objects, Chandan Acharya, Divesh Ojha, Rahul Gokhale, Pankaj Patel

Publications and Research

Knowledge Integration (KI) or the capability to collate and process distinctive stocks of organizational information is central to innovation. Although an essential capability, KI is also challenging to accomplish in practice due to relational obstacles. The relational obstacles arise because of knowledge boundaries: (a) syntactic boundary where the challenge is to transfer the knowledge; (b) semantic boundary where the challenge is to translate the knowledge; and (c) pragmatic boundary, where the challenge is to transform the knowledge to realize relational rents. In this paper, we propose that these relational obstacles could be resolved through a common lexicon, common meaning, and …

Organizational Decision-Making In The Age Of Big Data And Artificial Intelligence, Anh Luong

Dissertations, Theses, and Capstone Projects

This dissertation examines organizational decision-making in the context of big data and artificial intelligence (machine learning) technologies. There are three studies. All three focus on collaborative decision-making in organizations, with study 1 examining it in the context of big data, while study 2 and 3 in the context of artificial intelligence.

Study 1: This study examines the impact of different manners of presenting information on collaborative decision-making performance. Using controlled economic experiments, I assign participants with a resource allocation decision-making task (adapted from the game theoretic public goods provision problem) and examine the collaborative outcomes of groups when exposed to …

Tech Policy And Legal Theory Syllabus, Yafit Lev-Aretz, Nizan Packin

Open Educational Resources

Technology has changed dramatically over the last couple of decades. Currently, virtually all business industries are powered by large quantities of data. The potential as well as actual uses of business data, which oftentimes includes personal user data, raise complex issues of informed consent and data protection. This course will explore many of these complex issues, with the goal of guiding students into thinking about tech policy from a broad ethical perspective as well as preparing students to responsibly conduct themselves in different areas and industries in a world growingly dominated by technology.

Gis Project Management, Jochen Albrecht

Publications and Research

There is a big gulf between GIScience as an academic endeavor and its application in the form of GIS project management in the real world. Project activities are complex because they rarely involve routine repetitive acts, but often require specific knowledge and skills to be used in their design, execution, and management. This article explains what project management is, its objectives, and the required ingredients from personnel to budgets, and the integration of the GIS project into the larger context of an organization’s and even societal culture.

Using Comment Moderation To Evaluate And Reply To Your Students, Curtis Izen

Publications and Research

This blog discusses how students create a VoiceThread video comment on how they will incorporate an excel macro into their business.

Investigating Personal Intelligent Agents In Everyday Life Through A Behavioral Lens, Sara Moussawi

Dissertations, Theses, and Capstone Projects

Personal intelligent agents (PIA), such as Apple’s Siri, Google Now, Facebook’s M, and Microsoft’s Cortana, are pervading our lives. These systems are taking the shape of a companion, and acting on our behalf to help us manage our everyday activities. The proliferation of these PIAs is largely due to their wide availability on mobile devices which themselves have become commonly available for billions of people. Our continuous interaction with these PIAs is impacting our sense of self, sense of being human, perception of technology, and relationships with others. The Information Systems (IS) literature on PIAs has been scarce. In this …

Using Voicethread As An Ice Breaker Assignment, Curtis Izen

Publications and Research

No abstract provided.

Disciplinarity And Trandisciplinarity In The Study Of Knowledge, Jay H. Bernstein

Publications and Research

Scholarly inquiry about the nature and significance of knowledge has been shaped by disciplinary traditions and priorities that define “knowledge” differently and result in disconnected literatures. In the mid to late twentieth century, library science educator Jesse Shera sought to bridge the conceptual gap between epistemological and sociological approaches to knowledge in proposing a new discipline he called social epistemology. Around the same time, long-term projects by the economist Fritz Machlup and the physical chemist turned philosopher of science Michael Polanyi did not merely combine existing disciplinary approaches but transcended conventional frameworks for conceptualizing knowledge. These scholars can be viewed …

An Integrated Vendor-Buyer Cooperative Inventory Model For Items With Imperfect Quality And Shortage Backordering, Jia-Tzer Hsu, Lie-Fern Hsu

Publications and Research

We develop a model to determine an integrated vendor-buyer inventory policy for items with imperfect quality and planned back orders. The production process is imperfect and produces a certain number of defective items with a known probability density function. The vendor delivers the items to the buyer in small lots of equally sized shipments. Upon receipt of the items, the buyer will conduct a 100% inspection. Since each lot contains a variable number of defective items, shortages may occur at the buyer. We assume that shortages are permitted and are completely back ordered. The objective is to minimize the total …

The Data-Information-Knowledge-Wisdom Hierarchy And Its Antithesis, Jay H. Bernstein

Publications and Research

The now taken-for-granted notion that data lead to information, which leads to knowledge, which in turnleads to wisdom was first specified in detail by R. L. Ackoff in 1988. The Data-Information-Knowledge-Wisdom hierarchy is based on filtration, reduction, and transformation. Besides being causal and hierarchical,the scheme is pyramidal, in that data are plentiful while wisdom is almost nonexistent. Ackoff’s formulalinking these terms together this way permits us to ask what the opposite of knowledge is and whether analogous principles of hierarchy, process, and pyramiding apply to it. The inversion of the Data-Information-Knowledge-Wisdom hierarchy produces a series of opposing terms (including misinformation,error, …

A Statistical Grouping Of Corporations By Their Financial Characteristics., William (Bill) H. Williams, Michael L. Goodman

Publications and Research

It appears to a widely held view that corporations with similar operational characteristics ought to have similar financial characteristics. For example, one might expect that the financial characteristics of two drug companies would be similar. This seems entirely reasonable. Unfortunately however, there does not appear to be any quantitative analysis of this point in the literature. Furthermore, discussions with our financial colleagues lead to the conclusion that, if such financial differentiation of corporations were possible, it is by no means obvious what the variables of differentiation would be. Consequently, such an analysis was undertaken and is described in this paper. …