Business Intelligence Commons^™

Dole Foods Distribution Center Near Chicago, Illinois: A Site Suitability Analysis, Corey Frye

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Chicago, Illinois as providing a sufficient number of customers to warrant a new and sustainable Dole Foods Distribution Center. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can …

A Site-Suitability Analysis Of An Indoor Snow Ski Park Near Harrisburg, Pennsylvania, Ethan Falsone, Austin White

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Harrisburg, Pennsylvania as providing a sufficient number of customers to warrant a new and sustainable Indoor Snow Ski Slope. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can …

Site Suitability Analysis Of A Brewery Supply Outlet Near Tampa, Florida, Ethan Hartman, Hunter Wolfe

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Tampa, FL as providing a sufficient number of customers to warrant a new and sustainable beer brewing supply retail outlet. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis …

A Site-Suitability Analysis Of A Mannequin Production Facility Near Seattle, Washington, Tyler Smith

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Seattle, Washington as providing a sufficient number of customers to warrant a new and sustainable mannequin production facility. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can provide …

Price Optimization For Revenue Maximization At Scale, Nikhil Gupta, Massimiliano Moro, Kailey A. Ayala, Bivin Sadler

SMU Data Science Review

This study presents a novel approach to price optimization in order to maximize revenue for the distribution market of non-perishable products. Data analysis techniques such as association mining, statistical modeling, machine learning, and an automated machine learning platform are used to forecast the demand for products considering the impact of pricing. The techniques used allow for accurate modeling of the customer’s buying patterns including cross effects such as cannibalization and the halo effect. This study uses data from 2013 to 2019 for Super Premium Whiskey from a large distributor of alcoholic beverages. The expected demand and the ideal pricing strategy …

Tree-Based Algorithm For Stable And Efficient Data Clustering, Hasan Aljabbouli, Abdullah Albizri, Antoine Harfouche

Department of Information Management and Business Analytics Faculty Scholarship and Creative Works

The K-means algorithm is a well-known and widely used clustering algorithm due to its simplicity and convergence properties. However, one of the drawbacks of the algorithm is its instability. This paper presents improvements to the K-means algorithm using a K-dimensional tree (Kd-tree) data structure. The proposed Kd-tree is utilized as a data structure to enhance the choice of initial centers of the clusters and to reduce the number of the nearest neighbor searches required by the algorithm. The developed framework also includes an efficient center insertion technique leading to an incremental operation that overcomes the instability problem of the K-means …

Negating Amy Gutmann: Deliberative Democracy, Business Influence, And Segmentation Strategies In Education, Brian Ford

Democracy & Education

The task of creating a public will is daunting in any political system, but a democracy dedicated to the principles of participation and public deliberation faces specific challenges, including overcoming organized opposition that may not accept democratic tenets. In the sphere of education (and social reproduction more generally), business-influenced movements to reform public education question many of the established goals and norms of democratic education and thus may be the vanguard of such opposition. In order to interpret and explore these movements, this article enlists Amy Gutmann's work as a heuristic device. In so doing, it looks at the task …

What Consumers Don’T Know They’Re Giving Away (Data And Privacy Concerns), Bayleigh Reeves

Marketing Undergraduate Honors Theses

The modern world leverages technology and information captured by it in ways the inventors of these technologies likely never imagined. Phones and other devices are gathering information about consumers in the background when they do not even realize it. Pew Research Center found that about 77% of Americans own a smartphone and 88% use the internet. This mass access to technology and information tracking raises many privacy concerns. Basic demographic information is being tracked as well as more in-depth information like shopping tendencies, financial information, and information about known associates. While most of this data is being used for marketing …

An Econometric Evaluation Of Localism And Other Potential Success Factors In California’S Craft Brewing Industry, Connor Sinclair

CMC Senior Theses

As growth of the American craft brewing industry slows and smaller firms account for a greater proportion of expansion, I test whether traits that are indicative of smaller firms have an effect on brewery success. I hypothesize that firms which utilize localist strategies such as geographical branding, use of local ingredients, charitable giving, and/or sustainable practices are more successful than others and therefore produced more barrels of beer in 2017. To test my hypothesis, I estimate ordinary least squares regressions with robust standard errors using data collected from the Brewers Association and the websites of 362 California craft breweries. I …

Book Review: Seeds Of Greatness By Denis Waitley, Jennifer Maynard

Marriott Student Review

Book review of Seeds of Greatness by Denis Waitley, personal anecdotes and summaries of research on the secrets to success in life and in the business world.

An Arm And A Leg: Medtech Perspectives On Human-Centered Design, Evan D. Poff

Marriott Student Review

The art of human-centered design accounts for both technological and emotional specifications in order to deliver meaningful products that meet the specific needs of the individual customer. Every business professional can deepen his or her understanding of human-centered design – regardless of our industry of choice – by looking to perspectives that the business of medical technology offers. To that end, this article draws upon interviews with three figures in this remarkable field, distilling their insights on how to cultivate businesses that produce human-centered solutions.

Consumer Welfare And Price Discrimination: A Fine Line, Marie Wallmark, Eyal Greenberg, Dan Engels

SMU Data Science Review

Traditionally, it was not feasible for businesses to determine the maximum price the buyer was willing to pay, but with the availability of big data and the deployment of sophisticated algorithms, with a great degree of precision businesses can ascertain the maximum willingness price. Some forms of price discrimination are prohibited under the Robinson-Patman Act of Antitrust (1890), provided demographic characteristics such as race and gender are the determining factors. The problem with this interpretation is that sellers are not transparent about what factors are taken into consideration when determining price. Current laws are either limited in their interpretation or …

How Has The Food Industry Manipulated The Way Consumers Perceive Food And Health?, Angelina Garavente

Honors College Theses

Food is the most advertised commodity in the United States and food corporations spend on average over $36 billion a year on marketing and advertising (Albritton 172). Seventy percent of total advertising goes to market convenience foods, candy, snacks, soft drinks, desserts and alcohol (Albritton 172). As a result of the wide range of marketing on an even wider range of products, consumers have been taught to feel they have a considerable amount of choice. Ironically despite the array of brand-name commodities that give off this impression, only a few giant corporations control much of what is being offered.

Cultural Disparity And The Impact On Work Life Balance, Bryan Campbell

Senior Theses

This research examines the differences in work life balances between varying countries around the world. In order to do so, a proxy index was created by investigating a portion of questions from respondents of the World Values Survey. Comparing this to Hofstede's Insights on National Culture allowed for a unique perspective as to whether the country individualism ratings could then be used to assert a relationship between these metrics.

Good Game, Greyory Blake

Theses and Dissertations

This thesis and its corresponding art installation, Lessons from Ziggy, attempts to deconstruct the variables prevalent within several complex systems, analyze their transformations, and propose a methodology for reasserting the soap box within the display pedestal. In this text, there are several key and specific examples of the transformation of various signifiers (i.e. media-bred fear’s transformation into a political tactic of surveillance, contemporary freneticism’s transformation into complacency, and community’s transformation into nationalism as a state weapon). In this essay, all of these concepts are contextualized within the exponential growth of new technologies. That is to say, all of these semiotic …

Perfect Ratings With Negative Comments: Learning From Contradictory Patient Survey Responses, Andrew S. Gallan, Marina Girju, Roxana Girju

Patient Experience Journal

This research explores why patients give perfect domain scores yet provide negative comments on surveys. In order to explore this phenomenon, vendor-supplied in-patient survey data from eleven different hospitals of a major U.S. health care system were utilized. The dataset included survey scores and comments from 56,900 patients, collected from January 2015 through October 2016. Of the total number of responses, 30,485 (54%) contained at least one comment. For our analysis, we use a two-step approach: a quantitative analysis on the domain scores augmented by a qualitative text analysis of patients’ comments. To focus the research, we start by building …

Millennials And The Experience-Driven Economy

Business Exchange

Millennials expect brands to create authentic, customer-centric experiences for them, no matter whether they are looking for a place to live, eat, visit or shop. This article looks at how businesses are mining data and creating marketing plans and experiences to appeal to this younger demographic.

Market Analysis, Management Consulting, And Miscommunication, Brian W. Stout

Marriott Student Review

This article attempts to inform the audience of the importance of market analysis in management consulting. The article states that consulting firms can utilize the power of market analysis as they commit to understand technology, collaborate with researchers to conduct action research, and align market strategies within the consulting firm. This article concludes that by doing these steps consulting firms will lead in their market.

Role Of Trust And Involvement In The Effectiveness Of Digital Third-Party Organization Endorsement, Liming Guan, Vishal Lala

Atlantic Marketing Journal

In this research, an online experiment was conducted to investigate the effect of the mere presence of digital third-party organization (TPO) endorsement and the quality of information conveyed by a digital TPO, referred to as the endorsement information value effect. Involvement and institution-based trust were tested as moderators of the endorsement information value effect. The results confirm the intuitive belief of managers that the mere presence of a digital TPO endorsement benefits websites by reducing risk perceptions, improving attitudes and increasing choice likelihood. The findings from this research revealed that effectiveness of digital TPO endorsement information value was contingent upon …

The Cross-Platform Consistency Of Online User Movie Ratings, Dan Baugher, Chris Ramos

Atlantic Marketing Journal

Online movie ratings are often used in studies of Internet word-of-mouth, but the cross-platform consistency of such ratings has not been well established. Mean user ratings were obtained for 500 movies using the rating systems in place on Netflix and IMDb. Mean volume was 1,480,931 (SD = 2,636,388) and 104,746 (SD = 193,532) on the Netflix and IMDb sites, respectively, suggesting the movies were visible, but also variable in visibility. Volume was moderately correlated (r = .724, p ≤ .001). Mean user ratings on the Netflix and IMDB sites averaged 3.57 (SD = .37) and 3.84 (SD = .34). Mean …

Brand Hate And Brand Forgiveness - A Dynamic Analysis, Alexandra Sampedro

Honors Program Theses

Purpose – Despite the vast research regarding customer brand relationships, and the positive feelings towards brand, there is little research on negative feelings towards brand. Despite the importance of brand hate and brand forgiveness, no research assesses how brand hate evolve over time and how this relates to brand forgiveness. The purpose of this thesis is to address this gap. Design/Methodology/Approach – We used a multi-method approach. First, we conducted a series of 30 in-depths interviews to explore these concepts and develop our research model. Second, we conducted a survey by using MTurk to obtain U.S. representative sample of 506 …

Exploring The Use Of Twitter Opinion Mining (Tom) In Marketing Courses, Cuauhtémoc Luna-Nevarez

WCBT Faculty Publications

This paper discusses the use of social media mining (and more specifically, Twitter opinion mining) in marketing courses in order to help students understand current marketing events or phenomena. Social media mining refers to “the use of basic concepts and principal algorithms suitable for investigating massive social media data; it discusses theories and methodologies from different disciplines and encompasses the tools to formally represent, measure, model, and mine meaningful patterns from large-scale social media data” (Zafarani et al. 2014, p. 16). Social media sites such as Facebook, Twitter and Instagram provide opportunities to explore consumer preferences, opinions and behaviors through …

The Indulgence And Restraint Cultural Dimension: A Cross-Cultural Study Of Mongolia And The United States, Rentsenkhand Enkh-Amgalan

Undergraduate Honors Theses

This research focuses on one of the least studied cultural dimension, “indulgence versus restraint” (IVR) and how it affects consumer behavior, international marketing, and global business operations in the U.S. and Mongolia. This project is the first research on IVR in Mongolia since the country is rarely studied and there is no available data for this cultural dimension. Samples of undergraduate business students (as consumers) from both countries were studied through surveys. The findings support that Mongolians and Americans are different regarding the “indulgence” cultural dimension. This paper has a significant contribution to the cross-cultural literature regarding the indulgence cultural …

The Brand Supremacy, Singapore Management University

Perspectives@SMU

Understand your customers’ goals and build an image that is strongly associated with the goal, and you shall have brand success

Qualitative Data Mining And Sensitivity Analysis, Brian R. Kinard

Atlantic Marketing Association Proceedings

In today’s consumer centric environment, there is no shortage of outlets for consumers to express their level of satisfaction with a company, employee, product and/or service. For instance, websites such as Amazon, Rotten Tomatoes, TripAdvisor, Yelp, and Expedia allow customers the opportunity to provide feedback specific to a product, service, and/or organization. Such feedback is vitally important to business firms, as customer reviews are shown to be more trustworthy than descriptions that come direct from manufacturers. For instance, 73 percent of people trust online reviews and 63 percent of people actively seek out online reviews when making a purchase decision. …

Business Framing For Analytics, Beverly Wright

Atlantic Marketing Association Proceedings

Both the academic and business practitioner communities are faced with the challenges of discovery, innovation, and constant learning of their field, particularly within the marketing discipline, where content, processes, and even structure are dynamic in nature, with constantly evolving interests and focus. A solid research agenda with excellent analytics to address pertinent business questions is crucial for successfully expanding our understanding of the marketing function.

Cutting The Cord: An Examination Of Changing Tv Viewership, John Crawford

Atlantic Marketing Association Proceedings

On October 2, 1925, John Baird successfully transmitted the first television image. Since the early days of the new medium, television technology has constantly changed. Similarly, as the decades have passed the means for receiving television programming has also changed. Today, programs are delivered to millions of customers via cable connections and by satellite transmissions as those technologies were chosen by consumers to replace antennas as a means for receiving signals. The newer delivery mechanisms also provided many more channels to consumers compared to the handful of channels they could access in the antenna-only days.

The television programming delivery industry …

The Impact Of Social Media On The Sales Cycle And Prospecting, Mike Serkedakis, Gary L. Selden, R. Keith Tudor

Atlantic Marketing Association Proceedings

Sharing information and networking with business contacts are the crux of social media in sales. The use of social media platforms (e.g., LinkedIn, Facebook and Twitter) for all phases of the sales cycle is a relatively new technique, about 20 years since the arrival of the internet and associated technologies. Research to measure the impact of social media on the sales cycle time is not adequately addressed in the current literature. Our research highlights the impacts of social media on this important business function and examines individual performance aspects associated with the use of social media.

Rembrandt Versus Van Gogh: A Qualitative Contrast Study Applying A Visual Arts Valutation Model, Rene Desborde, Kimball P. Marshall

Atlantic Marketing Association Proceedings

Few marketing scholars have explored the field of fine arts marketing despite its significance as an area of economic activity and human creativity. Billions of dollars change hands annually in the worldwide visual fine arts industry (Velthuis, 2007; Clark and Flaherty, 2002), defined here to include various paintings, sculptures, and ceramics. This lack of academic attention might be because marketing scholars perceive that issues related to fine arts have little to do with marketing. It could also be that the unique characteristics of fine arts marketing are thought not to lend themselves to a traditional analytical approach to explain a …

A Typology Of Co-Branding Strategies, Suzanne B. Walchli

Atlantic Marketing Association Proceedings

This presents a typology of co-branding (brand alliance) strategies. It reveals the complexity that is represented by the topic of co-branding, which has been researched to a relatively limited degree although the practice began to be commonplace in the early 1990s (Gibson, 1993; Helmut, Huber and Leeflang, 2008). Since then, academic research has been published on the subject, but has been somewhat limited in scope (Rao and Ruekert, 1994; Park, Jun and Shocker, 1996; Simonin and Ruth, 1998; Washburn, Till and Priluck, 2004; Voss and Gammoh, 2004; Walchli, 2007). This may in part be because most studies have interpreted co-branding …