Business Intelligence Commons^™

Is A Ban On Non-Competes Supported By Empirical Evidence?, Sarah Oh Lam, Thomas Lenard, Scott Wallsten

Fordham Journal of Corporate & Financial Law

The U.S. Federal Trade Commission (FTC) has proposed a rule to declare virtually all non-compete agreements unfair methods of competition under Section 5 of the FTC Act and therefore, illegal. However, the empirical literature on non-compete agreements cited by the FTC in its Notice for Proposed Rulemaking (“NPRM”) shows mixed results on earnings, job creation, firm formation, entrepreneurship, training, investment, and firm value. Evidence in other current studies also does not support an economy-wide ban. The FTC concludes that the proposed rule would yield net benefits even though by its own admission it lacks the information necessary to conduct a …

Outsourcing Voting To Ai: Can Chatgpt Advise Index Funds On Proxy Voting Decisions?, Chen Wang

Fordham Journal of Corporate & Financial Law

Released in November 2022, Chat Generative Pre-training Transformer (“ChatGPT”), has risen rapidly to prominence, and its versatile capabilities have already been shown in a variety of fields. Due to ChatGPT’s advanced features, such as extensive pre-training on diverse data, strong generalization ability, fine-tuning capabilities, and improved reasoning, the use of AI in the legal industry could experience a significant transformation. Since small passive funds with low-cost business models generally lack the financial resources to make informed proxy voting decisions that align with their shareholders’ interests, this Article considers the use of ChatGPT to assist small investment funds, particularly small passive …

Loophole Entrepreneurship, Brian M. Sirman

Fordham Journal of Corporate & Financial Law

All entrepreneurs seek favorable legal or regulatory treatment for their businesses. Sometimes this leads an entrepreneur to build a business within a gap in the law—a loophole. In so doing, these “loophole entrepreneurs” may avoid steep regulatory compliance costs that otherwise would beset (or perhaps prohibit) their businesses, thereby gaining advantages over competitors. Despite these benefits, loophole entrepreneurship is fraught with risks. Loopholes, by nature, are fragile, and their contours are often uncertain. Moreover, the stigma of “exploiting a loophole” (which connotes unfairness or deception) can provoke ill will among competitors, policymakers, and the public.

The ranks of loophole entrepreneurs …

Enhancing Retail Security: Combatting Insider Theft, Alan Saquella

Publications

In the dynamic and ever-changing landscape of the retail sector, the imperative task of thwarting theft has undergone substantial transformations. A cause for heightened concern arises from the significant uptick in employee involvement. This article delves deep into the intricate tactics employed by employees to pilfer from their employers, shedding light on effective mitigation strategies. A special emphasis is placed on the pivotal role of pre-employment screening and the inventive application of behavioral assessment software to fortify security measures.

A Critical Librarianship Approach For Teaching Patent Searching: Who Becomes An Inventor In America?, Dave Zwicky, Ilana Stonebraker

Libraries Faculty and Staff Scholarship and Research

The ways in which a technology is invented, owned, and approved are strongly influenced by the same oppressive and exclusionary structures that critical librarianship interrogates. Patents, limited-term grants of rights to inventions, are issued to inventors in exchange for detailed specifications of the invention. This paper examines current practices used by business librarians in teaching students how to find patents and how these practices could be critically informed given the nature of the United States patent system as it exists today. An output of this work is a suggested lesson plan with recommended resources.

A Holistic Approach To Leadership Development And Self-Efficacy For Frontline Managers, Alberta Green

Dissertations

According to Clifton and Harter (2019), managers determine an organization’s success. Specifically, managers determine 70% of worker engagement. Researchers (Bandura, 1997; Dwyer, 2019) have associated self-efficacy with leadership strengths. As such, frontline managers (FLMs) need holistic leadership development (HLD) training in the four leadership domains—analytic, conceptual, emotional, and spiritual—to improve their competencies and bolster their self-efficacy (Clifton & Harter, 2019; Ward, 2018). Integrative leadership development models that prioritize organizational resources through holistic leadership development offer a modern approach to addressing FLMs’ leadership skill development and self-efficacy (Guidi et al., 2018). According to Bandura (1997), self-efficacy is how individuals evaluate their …

Airbnb Valuation: A Machine Learning Approach, Katherine Wyatt

Graduate Theses and Dissertations

This thesis uses a geospatially-enhanced, machine learning approach to investigate variations in rental success on the peer-to-peer property sharing website Airbnb.com. Geographic factors, listing attributes and amenities, customer response metrics, and host attributes are included in decision tree modeling to predict the short-term probability of receiving a review. The most important variables in increasing model accuracy are assessed and variations in the importance of these variables investigated using Shapley values.

United Express Strategic Audit, Ryan Hakim

Honors Program: Senior Projects (Public)

United Express is the regional brand of United Airlines, a worldwide airline from the United States. United Express provides excellent domestic and international service from smaller airports to United Airlines hubs. With a volatile and solid industry of vast competition and operational styles, this report seeks to give an industry analysis of the regional airline industry with relation to United Express’ position. It surveys the industry using a PESTLE analysis along with Michael E. Porter’s Five Competitive Forces Model. United Express has many resources and competitive advantages which headline the advantages it boasts to be a regional airline industry leader. …

Early-Warning Prediction For Machine Failures In Automated Industries Using Advanced Machine Learning Techniques, Satnam Singh

Electronic Theses, Projects, and Dissertations

This Culminating Experience Project explores the use of machine learning algorithms to detect machine failure. The research questions are: Q1) How does the quality of input data, including issues such as outliers, and noise, impact the accuracy and reliability of machine failure prediction models in industrial settings? Q2) How does the integration of SMOTE with feature engineering techniques influence the overall performance of machine learning models in detecting and preventing machine failures? Q3) What is the performance of different machine learning algorithms in predicting machine failures, and which algorithm is the most effective? The research findings are: Q1) Effective outlier …

Improving Credit Card Fraud Detection Using Transfer Learning And Data Resampling Techniques, Charmaine Eunice Mena Vinarta

Electronic Theses, Projects, and Dissertations

This Culminating Experience Project explores the use of machine learning algorithms to detect credit card fraud. The research questions are: Q1. What cross-domain techniques developed in other domains can be effectively adapted and applied to mitigate or eliminate credit card fraud, and how do these techniques compare in terms of fraud detection accuracy and efficiency? Q2. To what extent do synthetic data generation methods effectively mitigate the challenges posed by imbalanced datasets in credit card fraud detection, and how do these methods impact classification performance? Q3. To what extent can the combination of transfer learning and innovative data resampling techniques …

The Technology, Organization, And Environment Framework For Social Media Analytics In Government: The Cases Of South Africa And Germany, Brenda M. Scholtz, Khulekani Yakobi

The African Journal of Information Systems

This paper investigates factors influencing the adoption of social media analytics (SMA) for citizen relationship management (CzRM). Three real-world cases of government departments, two in South Africa and one in Germany, were investigated, and focus group discussions were conducted. The technological, organizational, and environmental (TOE) theory and qualitative content analysis guided the data analysis. The findings revealed that in all cases, staff usually conducted a manual analysis of social media and SMA had not been implemented sufficiently to realize its full potential. Insights were obtained from TOE and factors were identified that should be considered for improving the planning of …

Analysis Of Us Airline Stocks Performance Using Latent Dirichlet Allocation (Lda), Amina Issoufou Anaroua

Beyond: Undergraduate Research Journal

Various events, such as changes in the interest rate or the hijacking of a commercial aircraft, can lead to significant shifts in airline stock performance. This study aimed to measure the impact of aviation-related news announcements on the stock performance of US airlines, focusing on different topics. The dataset included aviation news covering airlines, airports, regulations, safety, accidents, manufacturers, MRO, incidents, aviation training, general aviation, and others obtained from Aviation Voice. To uncover patterns that could explain the movements of US airline stocks, a natural language processing technique called Latent Dirichlet Allocation (LDA) was employed. The process involved text mining …

Management Of Operations In Projects Including Planning, Organization And Control From The Beginning To The End Of Implementation, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

The project usually arises as soon as the client’s need is identified, and goes through all the extensive phases and sub-phases to take its true form and put into operation. The project is divided into two main parts that include Planning and Implementation that are separate in these stages: definition, planning, organization, control, completion. Planning involves a detailed calculation of the project. This includes known facts, admissible facts and risk calculation. Activity model used by IKOMs Planning as a process involves the cost that accompanies it. The manager must strike the balance between cost and benefit. Project control uses data …

Project Planning And Control, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

Operations management is important because it relates to the creation of products and services on which we are all dependent. Operations management is also quite motivating; operations are the center of many changes that affect business - changes in customer preferences, changes in the supply chain caused by technologies based on the businesses where we work, where we want to work and so on.

Operations Management includes the role of operations management, the various characteristics of processes, management activities, the responsibilities of managers, and the timely evolution of Operations Management.

Operations Management is a constant change, fostering creativity which allows …

Long-Term Auditor-Client Relationship And Its Effects On The Audit Quality, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

Apart from this, the long-term Auditor client relationship has been the center of attention in most of the discussions and debates as well. Numerous studies have been conducted by the academic researchers, financial and professional analysts, regulatory authorities and governing bodies, and in some cases by the Auditors and the firms as well regarding the effects of long-term Auditor-client relationship on audit quality, equity risk premium, financial reports quality, audit pricing etc. These studies provide us with different results, both with the positive and negative associations and effects of long-term Auditor-client relationship on the basis of different factors and contexts. …

Management Of Small Enterprises And Family Businesses In The Republic Of Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

Small businesses represent the driving force of an economy. They are the key that enables the production and marketing of thousands of products and services thus becoming the basis for a sound economic development. Consequently, small businesses are of vital importance to the economy.

Small business is a generator of innovation and a source of new jobs. The trend shows that small businesses are the backbone of all developments and movements in the economic system.

The small business scope is present in almost every pore of social and economic life.

According to the Statistical Register for Businesses, there are 9,358 …

The Process Of Adapting Innovations In Banking Services By Businesses In Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

This dissertation addresses the importance of a business model from businesses in Kosovo, which is able to adapt innovations from the banking sector such as digital services, and through which become part of a global market where such developments occur step by step. very fast At the beginning of this paper will be given definitions related to the main concepts that are addressed such as business model, innovations in banking services - digitalization of services and the role and importance of linking a business model with banking services of the time. After the theoretical part, from which the main concepts …

The Process Of Adapting Innovations In Banking Services By Businesses In Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

This dissertation addresses the importance of a business model from businesses in Kosovo, which is able to adapt innovations from the banking sector such as digital services, and through which become part of a global market where such developments occur step by step. very fast At the beginning of this paper will be given definitions related to the main concepts that are addressed such as business model, innovations in banking services - digitalization of services and the role and importance of linking a business model with banking services of the time. After the theoretical part, from which the main concepts …

Geopolitics In Recent U.S. Professional Military Reading Lists, Bert Chapman

Libraries Faculty and Staff Scholarship and Research

Professional military reading lists have existed for a long time in the U.S. military and in other national militaries. They are frequently updated and intended to enhance the professional knowledge of military professionals in areas ranging from cultural awareness, ethics, leadership, international relations, military history and military operations, and areas of expertise considered essential to successfully executing the operations of their military service branch. These lists are prepared by the leadership organizations of these armed services such as the Air Force Chief of Staff, U.S. Army’s Chief of Staff, Chief of Naval Operations, and Marine Corps Commandant. Such readings are …

Importance Of Crisis Management And Business Continuity Teams, Alan Saquella

Publications

Just as distracted drivers can cause accidents, businesses must be prepared to mitigate risks and distractions during times of crisis. Issues occurring on the road can be mirrored in the corporate world, emphasizing the importance of crisis management and business continuity teams.

5 Strategies For Advocating For A Security Budget Increase, Alan Saquella

Publications

In the ever-evolving landscape of security threats, Chief Security Officers (CSOs) in global corporations are encountering an unprecedented array of challenges when it comes to fortifying their organizations against potential harm.

To bolster the case for budget increases, it is imperative for CSOs to possess a profound understanding of the multifaceted factors contributing to security breaches.

Advancements In Technology Empower Loss Prevention Professionals In Security Investigations, Alan Saquella

Publications

In recent years, the field of security investigations has witnessed a profound transformation, owing to the rapid integration of technology. Loss Prevention professionals have been at the forefront of this revolution, harnessing advanced tools and capabilities that have greatly enhanced their effectiveness in preventing and resolving criminal activities. This article explores how the use of technology, including drones, cameras, AI, video analytics, and intelligence software, has reshaped security investigations and how staying on the cutting edge of these advancements is crucial for the future of this field.

The Importance Of Security Leadership Involvement In Crisis Response Practice For Real-Life Emergencies, Alan Saquella

Publications

In today’s dynamic business and socioeconomic landscape, the potential for crises to disrupt entity operations and tarnish reputations is an ever-present reality. From natural disasters and cyber-attacks to financial meltdowns and product recalls, organizations must be unwaveringly prepared to navigate worst-case scenarios effectively. Crisis management and crisis communication experts unequivocally stress the critical importance of practicing responses to such crises, and the involvement of security leadership plays a crucial role in ensuring comprehensive preparedness. In this article, we delve into the undeniable advantages of preparing for real-life emergencies through rigorous simulation and training with the active engagement of security leadership.

The Relevance And Benefits Of Moral Intelligence To Servant Leadership, Kong Wah Cora Chan

Servant Leadership: Theory & Practice

Moral intelligence has a better chance of fixing morality-related issues instead of bandaging them and addressing the servant leadership best test stated by Greenleaf (1977/2002). Prudence—mature moral intelligence—is one’s skillful act in making the best, most caring alternative among all possible choices based on moral wisdom (Bradshaw, 2010). Morally intelligent people are conscious of aligning their values, goals, and actions with the universal principles of integrity, responsibility, compassion, and forgiveness (Lennick and Kiel, 2011). Such an alignment leads to purposeful living and organizational success. Borba (2001) advocated for building moral habits of empathy, conscience, self-control, respect, kindness, tolerance, and fairness. …

Prevention And Mitigation Of White-Collar Crime, Alan Saquella

Publications

As professional fraud examiners, investigators, prosecutors and regulators, security leaders can all appreciate that white-collar crime is not subsiding. While it is committed in professional or business settings involving financial deception or manipulation, it continues to grow and pose significant challenges to society. To effectively combat and mitigate this type of crime, it is crucial to delve deeper into the key factors of white-collar crime.

Using Business Databases To Inform Data Privacy Practices, James Henry Smith

Midwest Business Librarian Summit (MBLS)

Data Privacy is an active practice that requires users to actively participate in informed consenting for their personal data protection. Part of that process is gathering information about the companies that request access to users data. In this lightning talk, an information literacy librarian will walk participants through the metacognitive process of deciding which data to share with companies when interacting with their online interfaces. This process starts with acknowledging the value of personal data collection, then a walk through which business databases users can engage with to better understand how their data exhaust is bought and sold to data …

The Significance Of Executive Protection In Collaborative Crisis Management Planning, Alan Saquella

Publications

In today’s dynamic and unpredictable business landscape, organizations face numerous potential crises that can disrupt operations and damage their reputation. To effectively mitigate the adverse impact of such events, organizations must consider executive protection as a crucial component of their crisis management planning. This article emphasizes the importance of collaborative crisis management planning, highlighting the critical role of executive protection in ensuring business continuity.

What Really Works Best In Vision Creation, Rameshwari Ramachandra, Poorani Thanusha, Phat Ho Tan Phan, Max-Ferdinand Scheichenost

Asian Management Insights

The answer might surprise you.

Editor's Note, Havovi Joshi

Asian Management Insights

Charting directions and steadying the ship amidst the storms, waves and currents

Understanding Telecommunication Customer Churn: Insights From Lightgbm Predictive Modelling And Shap Feature Interpretation, Ruben Sinaga, Sunu Widianto

ASEAN Marketing Journal

Manuscript Type: Research Article

Research Aims: This research is expected to contribute to scientific insights on machine learning predictions, how to understand the contribution of variables and their interpretation in the overall context of customer churn in telecommunications companies.

Design/Methodology/Approach: Data was collected from one Indonesian telecommunication company within a total of 50,000 sample data points. The data was analyzed using a machine learning algorithm to process, predict, and interpret the result based on the research scenario.

Research Findings: These findings revealed that the SHAP framework significantly impacts the churn problem, allowing the marketing team to implement the right strategy …