Management Information Systems Commons^™

Discovering Data-Driven Solutions: A Practical Guide For Small Businesses Implementing Data Analytics, Katherine Richoux

Information Systems Undergraduate Honors Theses

In today’s highly competitive business environment, small businesses are under growing pressure to fight for market share. To do this, a competitive advantage must be established to outperform other business competitors both big and small. One way that small businesses can create a competitive advantage is by utilizing their data and applying basic data analytics. Data analytics is the process of collecting and analyzing large sets of raw data using statistical tests to identify patterns and insights to make conclusions that inform business decisions. The use of data analytics is not exclusive to large corporations and can be greatly beneficial …

Analysis Of First-Time Completion In The Field Service Environment, Gavin Rick, Scott Englerth, Marc Carter, Hayley Horn

SMU Data Science Review

First-time completion is an important measure of service quality and efficiency in the field service industry. Customers call upon field service providers to repair their equipment in a timely manner so it can be put back into service for their business demands. Responsiveness can be measured through first-time completion and is defined as completing the repair on the first visit of a service call. This research is exploring the first-time completion in the forklift service industry. This research found the primary factors that impact first-time completion percentage in this industry include parts on hand, parts backorder process, technician experience, and …

Learning-By-Doing In Non-Homogeneous Tasks: An Empirical Study Of Content Creator Performance On A Music Streaming Platform, Yang Li, Yanni Ping, Yuyun Zhong, Ram Misra

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

With the development of high-speed internet and better mobile connections, online streaming platforms with user-generated videos are becoming popular. The success of these platforms relies on content creators who can effectively enhance user engagement (e.g., subscribing to a content creator’s channel). As opposed to homogeneous production scenarios (e.g., assembling automobiles in a factory), creating user-generated videos is a more complex task in which learning might happen. In this study, we empirically test the effect of prior experience on content creators’ performance. Furthermore, we examine the role of specialization in learning. We use a dataset from NetEase Cloud Music, one of …

Report Of The Independent Review Of Freedom Of Speech In Australian Higher Education Providers, Tony Shannon

International Journal for Business Education

This summary does not claim to be preferred in any way to a reading of the complete report with its succinct and simple recommendations, including “A Model Code for the Protection of Freedom of Speech and Academic Freedom in Australian Higher Education Providers”. The review is an important document for all institutions dedicated to teaching, particularly at the tertiary level, in having a shared understanding of freedom of speech within an institution.

The Review involved a two-stage consultation process with universities and other stakeholders between November 2018 and March 2019, and it also considered recent pertinent debates in Canada, New …

Summary Of And Comments On Strengthening Skills: Expert Review Of Australia's Vocational Education And Training System, Steven Joyce

International Journal for Business Education

The following extracts have been compiled in this order to give a feeling for the total report (168 pages). The order of what follows is quite different from Joyce. It has been summarised this way for the benefit of readers who are not involved in the VET sector on a day-to-day basis. Most of the data are from 2017-2018. The summary is by Tony Shannon; it has no official status. To give perspective to this important report, the summary and comments are in three parts, namely,

• A general view of Australian Vocational Education & Training
• Recommendations – road map
• Some …

Boyer Model Of Scholarship In Practice, Tony Shannon

International Journal for Business Education

The four types of scholarship in the Boyer framework are relevant to teaching or training at any level of post-secondary education, both directly in terms of knowledge and indirectly through the impact of enthusiasm [2,9]. This outline is a simplified introduction to the salient features of the system, with some general examples of what each type could mean in practice. The boundaries of the types are fluid and can overlap in theory and in practice [4,6].

Lumina Review Of Learning Frameworks: Tools For Building A Better Educational Experience, Tony Shannon

International Journal for Business Education

A reason for summarising this document (Travers et al, 2019) is that the Lumina Foundation in the USA is one of the few educational think-tanks which seems to be aware of the effects on the workplace from the exponentially accelerating growth in soft-computing, especially artificial intelligence, which will be seen in the next fifteen years (cf. Jankowski and Marshall. 2017).

What Kind Of Pedagogies For The 21st Century?, Cynthia Luna Scott

International Journal for Business Education

Since the emergence of a global movement that calls for a new model of learning for the twenty first century, it has been argued that formal education must be transformed to enable new forms of learning that are needed to tackle complex global challenges.

The Futures Of Learning 3: What Kind Of Pedagogies For The 21st Century?, Cynthia Luna Scott

International Journal for Business Education

Since the emergence of a global movement that calls for a new model of learning for the twenty first century, it has been argued that formal education must be transformed to enable new forms of learning that are needed to tackle complex global challenges. Literature on this topic offers compelling arguments for transforming pedagogy to better support acquisition of twenty-first century skills.

Uk Universities Face Their Toughest Test, Andrew Jack

International Journal for Business Education

The School of Oriental and African Studies seemed a symbol of stability when it celebrated its centenary in 2016 by taking over and renovating the University of London’s imposing Senate House building in central London. It was a bold move to lure the best students. But just three years later its future has become much shakier, with its undergraduate intake down 40 percent and a £7m operating deficit. “The competition is brutal,” says Professor Stephen Hopgood, Soas’s international pro-director. “We are small and specialist, and if undergraduate fees are cut, it’s going to be very hard for an institution of …

Reflective Journals, Tony Shannon Am

International Journal for Business Education

A reflective journal helps to think honestly about one’s actual thinking. This can be uncomfortable at first!

Revisiting Cybersecurity Awareness In The Midst Of Disruptions, Avideh Sadaghiani-Tabrizi

International Journal for Business Education

The awareness of cybersecurity and knowledge about risks from a variety of threats, which present harm or steal private information in internetworking could help in mitigation of vulnerabilities to risks of threats in safeguarding information from malware and bots. Revisiting cybersecurity awareness of every member and evaluation of organization’s posture might help to protect sensitive or private information from a network of computers, working together and forming into botnets. The purpose of the qualitative case study narrative was to explore prospects for integrating cybersecurity education into elementary school children’s curriculum through interviews of elementary schoolteachers, IT experts, and parents to …

Business Inferences And Risk Modeling With Machine Learning; The Case Of Aviation Incidents, Burak Cankaya, Kazim Topuz, Aaron M. Glassman

Publications

Machine learning becomes truly valuable only when decision-makers begin to depend on it to optimize decisions. Instilling trust in machine learning is critical for businesses in their efforts to interpret and get insights into data, and to make their analytical choices accessible and subject to accountability. In the field of aviation, the innovative application of machine learning and analytics can facilitate an understanding of the risk of accidents and other incidents. These occur infrequently, generally in an irregular, unpredictable manner, and cause significant disruptions, and hence, they are classified as "high-impact, low-probability" (HILP) events. Aviation incident reports are inspected by …

Examining The Interest Of Business School Students And The Gender Gap In Careers Of Data Science And Analytics, Logan M. Lopus

Honors Theses and Capstones

Professionals in the data science and analytics field are in high demand. Recently, business schools have introduced various academic programs to train students in those fields. However, what makes business school students interested in these career fields is not entirely known. Research questions such as who the major influencers are for business school students' career choices or whether there are any differences between genders in terms of their awareness, readiness, and interest in data science and analytics careers remain to be answered. Therefore, this study examines the segmentation of business school students in how they prepare for careers, drivers of …

Short-Term Prediction Of Icu Admission For Covid-19 Inpatients, Yoon Sang Lee, Riyaz T. Sikora

Journal of International Technology and Information Management

Since the COVID-19 outbreak, many hospitals suffered from a surge of some high-risk inpatients needing to be admitted to the ICU. In this study, we propose a method

predicting the likelihood of COVID-19 inpatients’ admission to the ICU within a time frame of 12 hours. Four steps, the Bayesian Ridge Regression-based missing value imputation, the synthesis of training samples by the combination of two rows (the first and another row) of each patient, customized oversampling, and XGBoost classifier, are used for the proposed method. In the experiment, the AUC-ROC and F-score of our method is compared with those of other …

The Search For Value For New England Skiers, Colin J. Liebert

Honors Theses and Capstones

No abstract provided.

Determinants Of Continuance Intention To Use Mobile Wallets Technology In The Post Pandemic Era: Moderating Role Of Perceived Trust, Shailja Tripathi

Journal of International Technology and Information Management

The Covid-19 pandemic amplified the volume and importance of mobile payments using digital wallets and placed a basis for their continued adoption. The objective of the study is to formulate and test a comprehensive model by integration of the technology acceptance model (TAM) and expectation confirmation model (ECM) with the addition of three constructs, namely perceived trust, perceived risk, and subjective norm, to identify the determinants of continuance intention to use mobile wallets. Questionnaire-based survey method was used to gather the data from 550 users having experience using mobile wallets for more than six months. The data were analyzed using …

Pixel Tracking And Utms: A Study Of Nintendo Co., Ltd., Samantha S. Clevenger

Undergraduate Theses, Professional Papers, and Capstone Artifacts

No abstract provided.

2021 Ijbe V2 Front Matter, Tamra Connor

International Journal for Business Education

1. Editorial Board
2. Letter from International President
3. SIEC-ISBE International

Cost-Aware Generalized Α-Investing For Multiple Hypothesis Testing, Thomas Cook, Harsh Vardhan Dubey, Ji Ah Lee, Guangyu Zhu, Tingting Zhao, Patrick Flaherty

Information Systems and Analytics Department Faculty Journal Articles

We consider the problem of sequential multiple hypothesis testing with nontrivial data collection cost. This problem appears, for example, when conducting biological experiments to identify differentially expressed genes in a disease process. This work builds on the generalized α-investing framework that enables control of the false discovery rate in a sequential testing setting. We make a theoretical analysis of the long term asymptotic behavior of α-wealth which motivates a consideration of sample size in the α-investing decision rule. Using the game theoretic principle of indifference, we construct a decision rule that optimizes the expected return (ERO) of α-wealth and provides …

What Has Changed For Top Mba Schools Within A Decade In Terms Of Mindfulness?, Dr. Damla Aktan, Asst. Prof. Nilgün Gürkaynak

International Journal for Business Education

The concepts of “mindful consumption” and “sustainability” became indispensable parts of both academia and business life. Based upon an initial research conducted in 2012, this research aims to understand and compare the change within a decade in MBA curricula in terms of mindfulness content inclusion as well as sustainability and ecological orientation. The results compare the evolution of the integration of concepts to curricula since 2012 through the official websites of the top 100 MBA schools of the Financial Times Global Ranking in both 2012 and 2022. The study aims to summarize how the concepts of sustainability, mindful consumption and …

The Relationships Among Locus Of Control, The Impostor Phenomenon, And Math Anxiety In Business Majors, Tiffany L. S. Tovey, Stephanie Kelly, Wiley Brown

International Journal for Business Education

The importance of quantitative literacy in business education cannot be overstated. A barrier to enhancing quantitative skills for many business majors is their math anxiety, an angst some individuals experience when working with numbers. This study explored the relationship between math anxiety, locus of control, and impostor phenomenon in business students. 220 business students (undergraduate and graduate) from a two moderately sized southeastern universities in the United States participated in an online survey that assessed these three phenomena. A linear regression was run to understand the relationships among the variables. The results indicated that more than one fifth of math …

Understanding Different Biases That Affect Theinvestor Decision Behaviour, Ashi Bansal, Kritika Arora, Manasi Mishra, Mohammad Haider, Shubham Sharma, Simran Gupta, Nidhi Singh

Management Dynamics

No abstract provided.

Role Of Financial Literacy And Self-Efficacy On Bias And Investment Decision Making, Ananya Tripathi, Niharika Agrawal, Kaushik Sharma, Gaurav Pandey, Shivam Verma, Smally ., Shrishti Mittal, Nidhi Singh

Management Dynamics

No abstract provided.

Behavioural Finance Effect On Stock Price Trends During Covid-19 Pandemic, Arpita Jain, Siddhi Agrawal, Simanta Goswami, Sidhant Banga, Suryakant Kumar, Nidhi Singh

Management Dynamics

No abstract provided.

Impact Of Orientation Program On Teacher's Performance, Akshay Kumar Mishra

Management Dynamics

No abstract provided.

Studying The Executive Perception Of Investment In Intelligent Systems And The Effect On Firm Performance, Noel Romesh Wijesinha

FIU Electronic Theses and Dissertations

This research was conducted to examine the relationship between investment in intelligent systems resources and capabilities (based on artificial intelligence and machine learning algorithms) and the effect on company performance. Despite existing research on the benefits of adopting intelligent systems, companies have been slow to adopt as there is lack of research on intelligent systems use cases that will increase firm performance. This research study used resource-based view (RBV) and dynamic capabilities (DCF) theory to investigate firms’ investment in intelligent systems resources that build intelligent systems capabilities and the association to organization performance dimensions, revenue and profits. To answer this …

Internship Thesis – Koch Industries, Sophia Gesualdi

Information Systems Undergraduate Honors Theses

The history of Koch Industries dates back to 1927, when Fred C. Koch improved the process of converting heavy oil into gasoline. This innovation was the moment that started it all; the company has only grown since its humble beginnings. Today, Koch Industries (Koch) is one of the largest privately held companies in America (Summary of Koch Industries History). Koch has involvement in an extremely diverse list of businesses and industries around the world; the organization is a conglomerate of companies that all function under the same umbrella. Two of the most noteworthy companies owned by Koch Industries are Flint …

Predicting And Composing A Top Ten Billboard Hot 100 Single With Descriptive Analytics And Classification, Matthew Deamon

Honors Projects

In late 20^th and early 21^st century Western popular music, there are cyclical structures, sounds, and themes that come and go with historical trends. Not only do the production techniques utilized reflect technological advancements (the Yamaha DX7, the Roland 808, etc.), the art form reflects contemporary cultural attitudes through lyrics and stylistic choice. Through this lens, pop songs can serve as historical artifacts for their unique ability to captivate listeners based on their generally acceptable and familiar elements, both upon release and with future audiences. It raises the questions: “Can a chronological analysis of artistic choices reveal trends …

An Empirical Study To Understand The Effectiveness And Scope Of Blockchain Technology In Indian Public Sector, Radhakrishnan Airy, Hritika Gajarlawar, Nilay Bajaria, Ganesh Joshi

Walden Faculty and Staff Publications

The Blockchain is a distributed database that is maintained as Blocks and contains all transactions or digital occurrences. These are the records of transactions that take place between parties.Blockchain blocks are kept as blocks and shared among participants. Each Block is examined, validated, and saved by the parties who are a part of the system/network, each brick is unique and contains the details of a single transaction as well as the transaction's hash key. The study offers insights to researchers about the opportunity threat and future use of blockchain in the public sector.