Business Commons^™

A Neural Network For Collaborative Forecasting, Abdulrahman M. Enani

Masters Theses

As the supply chain activities’ backbone, demand forecasting must be accurate. This paper proposes an artificial neural network forecasting model, which integrates and synchronizes shared information, such as sales or consumption rate among different partners, to improve the forecasting’s accuracy. This information sharing is part of the collaborative planning, forecasting and replenishment (CPFR) model, which is a supply chain model aiming to enhance the supply chain’s efficiency by jointly planning and forecasting between two or more supply chain partners that will be used as the base for production and replenishment activities. The model is validated using a tuna product sales …

A Mixed Integer Linear Programming Approach For Developing Salary Administration Systems, Taner Cokyasar

Masters Theses

Determining salary increases of executive personnel is a challenging decision process for many companies. Salary administration policies that aid in the determination of salary increases and other compensation benefits have a wide variety of advantages for both a company and its employees. This thesis develops a mathematical programming approach to create a salary administration system that recognizes the importance of performance and potential of employees for future promotions as major components of a salary increase policy for executive personnel. A number of companies all over the world use salary administration systems that integrate work performance and potential for advancement to …

An Economic Evaluation Of A Biofuel Supply Chain Utilizing Multiple Feedstocks, Huaqi Zhang

Masters Theses

Biomass is considered as one potential feedstock for biofuel production. However, the high cost of biomass-to-biofuel supply chain, attributed to biomass’s low bulk density and resulting harvest, storage, and transportation challenges, has been a major hindrance to the success of biomass-based biofuel industry. In addition, the issue of dry matter losses during storage for a feedstock has affected biomass quantity and quality if the feedstock is stored for several months after a single harvest in a year. One potential way to improve the economics of biomass supply chain is to reduce storage need and enhance the utilization of harvest equipment …

A Simulation Model Of The “Bio-Depot” Concept In The Context Of Components Of Variance And The “Taguchi Loss Function”, Maximilian Platzer

Masters Theses

The research focuses on the simulation, statistical evaluation, costs, and continuous improvement of supply chains for bio-based materials. A significant challenge of using cellulosic feedstocks for biofuel or bioenergy production is the high per unit costs of final products, e.g., biofuels. The goal of the research is to provide practitioners with useful statistical methods and a simulation Excel template for evaluating the variance and costs associated with the supply chain of bio-based products. Statistical Process Control (SPC), components of variance, Taguchi Loss Function, and reliability block diagrams (RBD) are used in this thesis for the evaluation of the supply chain …

Cell Phone Ethnography: Mixed Methods And The Brand Consumer Relationship, Robert Nathaniel Dove

Masters Theses

Overall, the goal of this study is to identify and differentiate the various motivations and cultural influences that can be used to explain consumer behavior. In doing so, this study hopes to facilitate the development of new and innovative marketing strategies, providing a new research design for the ethnographer’s toolkit. More importantly, this model can give shape to new constructs and new variables for further empirical testing in the field through quantitative and qualitative methods. By blending the two approaches, using qualitative interpretive anthropological analysis by field study with quantitative sentiment analysis adapted from market researcher Jeffery Breen’s (2012) methodology, …

Simulation Of 48-Hour Queue Dynamics For A Semi-Private Hospital Ward Considering Blocked Beds, Wei Chen

Masters Theses

This thesis study evaluates access to care at an internal medicine unit with solely semi-private rooms at Baystate Medical Center (BMC). Patients are divided into two types: Type I patient consumes one bed; Type II patient occupies two beds or an entire semi-private room as a private space for clinical reasons, resulting in one empty but unavailable (blocked) bed per Type II patient. Because little data is available on blocked beds and Type II patients, unit-level hospital bed planning studies that consider blocked beds have been lacking. This thesis study bridges that gap by building a single-stream and a two-stream …

Using Eye-Tracking To Understand User Behavior In Deception Detection System Interaction, Prashanth Kumar Lakkapragada

Masters Theses

"This research presents the analysis of data collected using eye-tracking devices on user interaction with a deception detection system. The differences between two groups of subjects, namely Innocent and Guilty, were compared, where Innocent subjects did not carry any explosive and hence, had nothing to hide in declaring objects that they were carrying whereas Guilty subjects had to lie to deceive the system. The results indicate that there is no significant difference in pupil dilation between the Innocent and Guilty subjects. However, the amount of fixations on the empty spaces of slides containing an explosive image can be used to …

Understanding User Experience In Gaming, Sri Chaitanya Sanaboina

Masters Theses

"This research examines the effect of virtual reality gaming versus desktop based gaming on spatial presence, social presence, and intention to play. It draws on cognitive theory of presence, social presence theory, and theory of reasoned action to generate the research hypotheses and explain the observed phenomenon. A within-subject experimental design (N=53) was used to evaluate the effects of virtual reality versus desktop based gaming. The results suggest that both spatial presence and social presence were significantly enhanced in the virtual reality gaming environment while intention to play was significantly greater in the desktop based gaming environment"--Abstract, page iii.

Bridging The Gap Between Supply Chain And Consumer Experience, Cui Zou

Masters Theses

Many researchers agree that supply chain management is at the root of addressing customer values and increasing customer satisfaction. However, in reality the route to accomplishing these goals is not so clearly defined. The studies herein attempt to shed some insight on a special perspective to bridge the gap between supply chain and customer experience. The ideas behind these studies explore the notion that customer experience can be impacted by a vast spectrum of factors from suppliers to even the specific mobile commerce (m-commerce) tools they use.

To gain insight into the supplier dimension of the supply chain, a survey …

Factors Influencing The Adoption Of Smart Wearable Devices, Apurva Adapa

Masters Theses

"This study aims to examine the factors and issues in adoption of smart wearable devices. Wearable devices have many functions to offer which make them very useful in our daily lives. However, factors influencing the adoption of these devices are not well understood. This research explores the inhibiting and contributing factors influencing the adoption of wearable devices by employing the laddering approach. Qualitative data were collected through in-depth interviews using the laddering technique in order to understand these factors. Wearable devices that were examined include the Smart Glass (Google Glass) and the Smart Watch (Sony Smart Watch 3). After the …

Yik Yak Posts: A Discourse Analysis, Snehal Ravindra Shirke

Masters Theses

"Anonymity and geolocation create a unique environment for users to communicate with each other. Discourse analysis was conducted to study the posts made on Yik Yak, an anonymous social networking mobile application to understand the communication patterns on an anonymous platform and the posts about taboo topics. The posts were analyzed specifically for patterns on taboo topics and how students interact on the anonymous platform on a particular campus (Missouri S&T campus). Student research assistants coded the collected posts into the pre-defined taboo categories namely sexual activity, non-sexual bodily functions, sexual orientation, mental/emotional health, and "other" taboo topics. I found …

Effect Of Cooperation On Players' Immersion And Enjoyment, Lakshmi Sushma Daggubati

Masters Theses

"This research examines the effect of cooperative versus non-cooperative game play on immersion and enjoyment in online games. It draws on the self-determination theory to generate the research hypotheses and explain the observed phenomenon. A within-subject experimental design (N=38) was used to evaluate the effects of cooperative versus non-cooperative game play on enjoyment and immersion by having participants play in a manipulated game mode in a controlled gaming environment. The participants' subjective responses were assessed to understand their user experience in cooperative and non-cooperative gaming environments. The results suggest that both immersion and enjoyment were significantly enhanced in cooperative game …

Effect Of Timing And Source Of Online Product Recommendations: An Eye-Tracking Study, Qing Zeng

Masters Theses

"Online retail business has become an emerging market for almost all business owners. Online recommender systems provide better services to the consumers as well as assist consumers with their decision making processes. In this study, a controlled lab experiment was conducted to assess the effect of recommendation timing (early, mid, and late) and recommendation source (expert reviews vs. consumer reviews) on e-commerce users' interest and attention. Eye-tracking data was extracted from the experiment and analyzed. The results suggest that users show more interest in recommendation based on consumer reviews than recommendation based on expert reviews. Earlier recommendations do not receive …

Accelerating Expertise To Facilitate Decision Making In High-Risk Professions Using The Dacum System, Ralph Kuchenbrod

Masters Theses

The purpose of this research was to determine whether the process of achieving occupational expertise could be accelerated enabling operators in high risk vocations to make effective decisions earlier in their careers. Scholars have hypothesized good decision making skills are largely a result of relevant experience within the specific domain. The rationale being that the greater the experience an individual has the more likely the operator has experienced similar situations and can apply solutions that have been successful in the past. Two distinct methods of decision making have been identified: traditional decision making and naturalistic decision making (NDM).

The ability …

Aau Basketball - Participants' Perceptions Of Their Aau Experience, Hakeem R. Willis

Masters Theses

In the United States, the Amateur Athletic Union (AAU) has become the focal point for college recruiters in searching for top talent amongst middle and high school basketball athletes. Financially, AAU basketball can be expensive, making it difficult for families to allow their children to compete. However, players feel that AAU participation is worth the investment because of the benefits, which includes collegiate exposure. The purpose of this study was to examine the perceptions of former AAU basketball players' experience. The research question used to guide this study was: what are former AAU basketball players' perceptions of academic requirements, time/money, …