Business Commons^™

Crude Oil Prices Forecasting: Time Series Vs. Svr Models, Xin James He

Journal of International Technology and Information Management

This research explores the weekly crude oil price data from U.S. Energy Information Administration over the time period 2009 - 2017 to test the forecasting accuracy by comparing time series models such as simple exponential smoothing (SES), moving average (MA), and autoregressive integrated moving average (ARIMA) against machine learning support vector regression (SVR) models. The main purpose of this research is to determine which model provides the best forecasting results for crude oil prices in light of the importance of crude oil price forecasting and its implications to the economy. While SVR is often considered the best forecasting model in …

Table Of Contents Jitim Vol 27 Issue 3, 2018

Journal of International Technology and Information Management

Table of Contents

Factors Affecting Online Streaming Subscriptions, C. Christopher Lee, Pankaj Nagpal, Sinead G. Ruane, Hyoun Sook Lim

Communications of the IIMA

As digital media continues to expand, competition between cable television and online streaming services increases. Acquiring customers today takes more than just advertising; it requires tailoring business objectives to the needs and wants of consumers. Numerous studies have examined the connection between the adoption of cable and online media, and key variables such as cost, ease of use, and social trends. In this study, we explore a number of factors which consumers consider when choosing cable television and online streaming options. Sample data was collected through a survey questionnaire at a large public university. Multivariate regression models were developed to …

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 …

Implications Of Social Media Use On Instruction And Student Learning: An Exploratory Study, Mayur Desai, Lucy Ojode

Southwestern Business Administration Journal

Despite being a norm in contemporary organizations including in academia, there is limited understanding how multimedia technology use might impact learning. We have also seen a rise in the use of social media applications such as Facebook, tweeter, Instagram, skype, flickr, and blogging among students, but it is unclear the extent to which the academe embraces these applications. In this study, we examine the potential role of multimedia technology and social media use in the learning process. We explore the potential implications for instruction and on student learning of the marriage between multimedia technology and social media use. Focusing on …

Leveraging Decision Making In Cyber Security Analysis Through Data Cleaning, Chen Zhong, Hong Liu, Awny Alnusair

Southwestern Business Administration Journal

Security Operations Centers (SOCs) have been built in many institutions for intrusion detection and incident response. A SOC employs various cyber defense technologies to continually monitor and control network traffic. Given the voluminous monitoring data, cyber security analysts need to identify suspicious network activities to detect potential attacks. As the network monitoring data are generated at a rapid speed and contain a lot of noise, analysts are so bounded by tedious and repetitive data triage tasks that they can hardly concentrate on in-depth analysis for further decision making. Therefore, it is critical to employ data cleaning methods in cyber situational …

Blockchain: Technical Review, Evan D. Poff

Marriott Student Review

This review of blockchain technology accompanies the article "Strategic Implications of Blockchain."

Buzzwords, Evan D. Poff

Marriott Student Review

This feature will explain the following buzzwords:

• Blockchain
• Cryptocurrency
• Work-Life Integration
• Passive Equities
• Risk-Adjusted Returns

Are Hospital Efficiency And Quality Of Care Affordable Without External Revenue?, Frank Pieter M. Naus, Carol-Anne Faint, Rocky J. Dwyer

International Journal of Applied Management and Technology

This qualitative study explored strategies academic research hospital administrators in Ontario, Canada, apply to generate nongovernment revenue to remain sustainable. The participants in the study consisted of senior-level academic research hospital executives with extensive experience in the subject area from major academic research hospitals, ranking the hospitals from highest to lowest in revenue generation. From this study, five themes emerged: working within the fiscal reality, the impact of the political environment, the focus on the mission, nongovernment revenue generation, and opportunities for the Ontario academic research hospitals. Findings from this study may contribute to discussions on implementing change by encouraging …

Strategies To Influence A Quality And Compliance Culture, Betsy Macht, Anne Davis

International Journal of Applied Management and Technology

Sales of defective or substandard products carry a potential risk of unintended effects on the consumer. The purpose of this single-case study was to explore the strategies to influence a culture of quality and compliance. Findings identified the value of weaving quality and compliance into a unified matrix to establish a holistic approach to endowing the organizational culture with the behaviors and habits that drive quality and compliance across business unit boundaries. To treat any aspect of quality and compliance as a separate element of the culture may undermine the overall effectiveness of quality and compliance programs, leaving room for …

Not All Consumers Follow Suit: Information Choices And Effect Of Reviews, Seung Lee

Journal of International Technology and Information Management

Understanding the process of consumers' buying decisions is not intuitively obvious from the way it appears. Before we come up with any acceptable account of the process, we should learn more about consumers' traits as well as the characteristics of the goods or services they intend to purchase. The goal of this study is to establish the alignment of consumers' buying decisions with information choice and determine why consumers may or may not make buying decisions compatible with reviewer comments. To explain the reality of multiple consumer equilibria, the paper draws on the four information choice theories: inattentiveness, rational inattention, …

Table Of Contents Jitim Vol 27 Issue 1, 2018

Journal of International Technology and Information Management

Table of Contents JITIM volume 27, issue 1 - 2018

The Influence Of Price, Status Consumption And Reference Groups On Consumer Attitude To Purchase Counterfeit Sport Products In Uae, Hamza Salim Khraim

Irish Business Journal

The purpose of this study is to explore factors that influence the consumers' attitude to purchase counterfeit sports products in the UAE. We will examine the influence of price, status consumption and reference groups on consumers’ attitudes to purchase counterfeited sport products in the UAE. A sample of 235 respondents was collected for the study, which was carried out in two famous sports retailers GO Sports and Rebook in the UAE. The collected data were analyzed using SPSS. Different analytical tools have been used including, descriptive statistics, and multiple regression. Results show that price and reference groups have a positive …

Marketing Leadership In A Knowledge Economy, Myles Bassell, Sonia Lambert

Atlantic Marketing Journal

Often the most valuable assets of a marketing driven firm are intangible assets such as a brand name, intellectual capital, and the expertise and knowledge of employees. The new breed of marketing leaders understand that it is important for employees to collaborate and be engaged and that leaders must be agents of change, creative, ethical, and global thinkers who can create learning organizations. The research reveals that organizations that are going to thrive in the knowledge economy are those that have marketing leaders who can build learning organizations, encourage diversity, and ensure employees are engaged in meaningful work.

Buyer-Seller Communications: Trusted Advisor Constructs And Measurement, Stephen C. Carlson 6425540

Atlantic Marketing Journal

Attainment of the “trusted advisor” role for sales representatives in a complex sales environment is considered the pinnacle of buyer-seller relationships. This study also examines whether pervasive smartphone use particularly among the millennial generation has substantially altered behaviors in the form of communications in the buyer-seller relationship. Does replacement of face-to-face and direct verbal communications by impersonal technology based communications that removes verbal and non-verbal or behavioral forms of communications have an impact on perceptions of communication quality and trust building among the parties. As use of smartphones for text based communications is more prevalent among younger generations, can generational …

Corporate Social Media: A Typology Of Consumers, Beverly Wright, Scott Nadler, Aberdeen L. Borders, Paul H. Schwager, Ashley Sasnett

Atlantic Marketing Journal

Abstract - This consumer segmentation schema is developed using 1) number of businesses followed and 2) companies’ social posts as direct influence toward purchase decisions, as defining behaviors. The use of a theoretical progression prospective, which tracks the development of the customer engagement construct, is central to our development. A combination of qualitative and quantitative research methods reveals types of consumer groups and their interactions, perceptions, and involvement with Corporate Social Media (CSM). Cluster analysis produces five distinct consumer segments, and a process to help managers more effectively achieve marketing goals. The use of additional consumer metrics are recommended for …

Assessing Learning Outcomes Of A Mooc Incorporated Into An On-Campus Management Information Systems Class, Manying Qiu, Yaquan Xu

Journal of International Technology and Information Management

Massive open source online course (MOOC) platform enables enterprises to introduce their new innovations and deliver basic knowledge to handle the new products. We incorporated an openSAP course into a management information systems (MIS) class. Students learned the latest development of SAP customer relationship management (CRM) solutions along with the SAP enterprise resource planning (ERP) business processes integration that they learned in the classroom. 46.2% of the students obtained Record of Achievement and Confirmation of Participation certificates, which is higher than the average success rate of MOOCs. More importantly, the students experienced a way of sustainable and lifelong learning.

Moderating Effects Of Age And Experience On The Factors Influencing The Actual Usage Of Cloud Computing, Shailja Tripathi

Journal of International Technology and Information Management

Cloud computing technology (CCT) has attracted extensive attention of organizations to enhance their agility, flexibility and competitive advantage. Successful implementation of CCT depends on its acceptance and useby senior IT managers in the organizations. This study proposes an extended technology acceptance model (TAM) to predict actual CCT usage by the managers. A questionnaire is used to collect the needful data. Exploratory and confirmatory factor analyses are performed to analyze the factor structure and measurement model. Structural equation modeling is used to analyze the structural model. The results supported all the hypotheses of the model. The moderating effect of experience and …

Table Of Contents Jitim Vol 27 Issue 2, 2018

Journal of International Technology and Information Management

ToC JITIM vol 27 - 2, 2018

The Impact Of Regulatory Measures Imposed On Initial Coin Offerings In The United States Market Economy, Joseph D. Moran

Catholic University Journal of Law and Technology

With the surge of technological advances across the financial market landscape, companies have implemented new ways of raising money that have sparked controversy among investors, legal practitioners, banks, and government regulators. This comment examines the technology behind Initial Coin Offerings (ICO), and discusses the impact they have had on financial markets in the United States and across the globe. This comment also addresses the legal ramifications for companies issuing ICOs, and delves into the benefits of using blockchain technology as a means for transferring digital currencies and making business transactions. This comment further gives examples of current and potential regulations …