Business Analytics Commons^™

Essays On Tax Impacts On Corporate Finance, Corporate Governance And Regional Disparity, Mei Li

Dissertations, Theses, and Capstone Projects

This dissertation consists of three chapters that cover topics on tax impacts on corporate finance, regional disparity and corporate governance.

Chapter 1 - How Do Net Operating Loss Carryforwards Affect Tax Impact on Corporate Capital Structure? This paper examines the impact of net operating loss (NOL) carryforwards on the tax implications of corporate capital structure. Leveraging the Tax Cuts and Jobs Act of 2017 (TCJA), the largest tax reform in four decades, this paper investigates the effect of NOL carryforwards on firms' sensitivity to tax reforms. As NOL carryforwards have become increasingly significant since 2000, but not widely researched due …

Phantom Shootings, Allan Ambris

Dissertations, Theses, and Capstone Projects

This capstone is a website designed to critique NYC Open Data reporting with respect to shootings through a series of visualizations and discoveries. The NYPD Shooting Incidents datasets (Historic and Year to Date) introduce themselves to the user by claiming to be a “list of every shooting incident that occurred in NYC.” The supplied documentation reveals that this is not the case.

After understanding the supporting materials, there are still undisclosed truths. My exploration of the data revealed that a single victim may be represented across multiple entries. Additionally, multiple victims may be represented by a single entry. It is …

Zero Textbook Cost Syllabus For Cis/Sta 3920 (Data Mining For Business Analyitics), Vinayak Javaly

Open Educational Resources

Data Mining is the process by which useful information is extracted from large amounts of data. This course is designed to provide students with the necessary tools and techniques to perform data mining and business analytics. This course is intended as an introductory module targeted at individuals who plan to work with data (modeling, data management) as well as towards those who will work with data scientists. While the course will primarily focus on modeling and evaluation, it will also include data preparation and examination. Modeling techniques covered include decision trees, clustering, and other methods. Emphasis will be placed on …

The Value Of Nfts, Angelina Tham

Dissertations, Theses, and Capstone Projects

Non-fungible token stories have flooded the media since the beginning of the COVID-19 pandemic. NFTs have changed the public’s views on art, finances, and the self. The emergence of Web 3 redefined ways of self expression with the help of NFTs. What are NFTs, how are they valuable, and how will they shape the future of digital art? The data visualization for this project indicates that the most popular type of crypto art is in the style of a profile picture. The discussion suggests that NFTs are in their infancy and there will be more to come from digital art, …

College Majors And Unemployment Rates, Anna M. Gellerman, Harshita Ahuja

Publications and Research

College undergraduates often face the question of whether their major and related job force have high unemployment rates. The perceived high unemployment rates of certain majors due to circulating misinformation presents a need for comprehensive research on college majors and their associated unemployment rate. This paper dives into a ten year trend of unemployment rates by college major, and state to state variabilities of majors and their rates.

How To Create A Pivot Table And A Histogram, Harini Mittal

Open Educational Resources

This file gives instructions on how to create a pivot chart and histogram using excel sheet. The instructions have been adapted from the following textbook, but supplemented with screen shots for better understanding.

Anderson, Sweeney, Williams, Camm, Cochran, Fry and Ohlmann. Essentials of Statistics for Business & Economics, 9th Edition

How To Construct A Pie Chart, Harini Mittal

Open Educational Resources

This file provides step-by-step instructions on constructing a pie-chart using excel.

How To Construct A Bar Chart, Harini Mittal

Open Educational Resources

This file gives step-by-step instructions to construct a bar chart in excel.

How To Construct A Frequency Distribution For Non-Numeric Data, Harini Mittal

Open Educational Resources

This is a step-by-step instruction file with screenshots to help anyone construct a frequency distribution table with non-numeric data.

Organizational Decision-Making In The Age Of Big Data And Artificial Intelligence, Anh Luong

Dissertations, Theses, and Capstone Projects

This dissertation examines organizational decision-making in the context of big data and artificial intelligence (machine learning) technologies. There are three studies. All three focus on collaborative decision-making in organizations, with study 1 examining it in the context of big data, while study 2 and 3 in the context of artificial intelligence.

Study 1: This study examines the impact of different manners of presenting information on collaborative decision-making performance. Using controlled economic experiments, I assign participants with a resource allocation decision-making task (adapted from the game theoretic public goods provision problem) and examine the collaborative outcomes of groups when exposed to …

Bitcoin: The Pioneer Of Cryptocurrency With A Limited Dream, Anna M. Gellerman, Benjamin Zheng

Publications and Research

BitCoin is the most well known and adaptable cryptocurrency today. Due to the evolvement of the cryptocurrency market, many are thinking what this could mean for society; is the world ready for a new mainstream medium of exchange? This poster argues that although BitCoin is functional for small scale payments, it is inadaptable to become a payment tool comparable to cash and card.

Eco 230 / Mgt 230 Introduction To Economic And Managerial Statistics, George Vachadze

Open Educational Resources

No abstract provided.

The Pandemic Is Ending, But Its Boost To The Online Farmer’S Market Will Last, Min Ji Koo

Capstones

The pandemic has boosted organic and local food sales with attention to healthy lifestyles. Now, the pandemic is close to the end but its boost to the organic and local food movement will be long-lasting, especially in one retail channel: the online farmer’s market. Here is the full story: https://www.mj-koo.com/online-farmers-market

The Law Of Black Mirror - Syllabus, Yafit Lev-Aretz, Nizan Packin

Open Educational Resources

Using episodes from the show Black Mirror as a study tool - a show that features tales that explore techno-paranoia - the course analyzes legal and policy considerations of futuristic or hypothetical case studies. The case studies tap into the collective unease about the modern world and bring up a variety of fascinating key philosophical, legal, and economic-based questions.

Tech Policy And Legal Theory Syllabus, Yafit Lev-Aretz, Nizan Packin

Open Educational Resources

Technology has changed dramatically over the last couple of decades. Currently, virtually all business industries are powered by large quantities of data. The potential as well as actual uses of business data, which oftentimes includes personal user data, raise complex issues of informed consent and data protection. This course will explore many of these complex issues, with the goal of guiding students into thinking about tech policy from a broad ethical perspective as well as preparing students to responsibly conduct themselves in different areas and industries in a world growingly dominated by technology.

Understanding The Dimensions Of Medical Crowdfunding: A Visual Analytics Approach, Jie Ren, Viju Raghupathi, Wullianallur Raghupathi

Publications and Research

Background: Medical crowdfunding has emerged as a growing field for fundraising opportunities. Some environmental trends have driven the emergence of campaigns to raise funds for medical care. These trends include lack of medical insurance, economic backlash following the 2008 financial collapse, and shortcomings of health care regulations.

Objective: Research regarding crowdfunding campaign use, reasons, and effects on the provision of medical care and individual relationships in health systems is limited. This study aimed to explore the nature and dimensions of the phenomenon of medical crowdfunding using a visual analytics approach and data crawled from the GoFundMe crowdfunding platform in 2019. …

In The Midst Of The Apocalypse, Artificial Intelligence Can Save Brick And Mortar Retailers, Vrushank Nayak

Capstones

You might have heard that brick and mortar stores are closing by the thousands but I bet you didn't hear that brick and mortar stores are using artificial intelligence and customer data to help them counter closures and stay relevant in the transitioning retail industry.

https://coveringcompanies.journalism.cuny.edu/2020/01/07/in-the-midst-of-the-apocalypse-artificial-intelligence-can-save-brick-and-mortar-retailers/

How Do Anticipated And Self Regulations And Information Sourcing Openness Drive Firms To Implement Eco-Innovation? Evidence From Korean Manufacturing Firms, Cheon Yu, Junghoon Park, Yun Seop Hwang

Publications and Research

Building upon institutional theory and the concept of openness to external sources in terms of breadth and depth, this study investigates the following three understudied drivers of eco-innovation in terms of external and internal factors: Anticipated regulation and self-regulation as external drivers, and information sourcing openness comprised of breadth and importance as internal drivers. Toward this end, this study employs a sample of 1824 Korean manufacturing firms collected from the Korean Innovation Survey 2010, which is compatible with the Oslo Manual and the Eurostat Community Innovation Survey (CIS). The current research adopts a multivariate probit model for the nine binary …

Sample Syllabus For Teaching Online Database Modeling And Management, Joshua Moritz

Open Educational Resources

Students learn the basics of database modeling and managements as well as the analytical techniques and tools used to assess, enhance, and profit from customer-relationship management. The course reviews database technology, organization and planning including technology needs and outsourcing considerations; sampling techniques such as nth selects and frozen files; creating powerful predictor variables such as univariate and cross tabulations, ratios, time series variables, and other measures. The course also covers predicting customer actions by using multiple linear regression and correlation to model response, payment, attrition, churn, and other factors that assist in segmentation. Students also learn how to combine prospect …

The Quality Of Xbrl Structured Financial Statements: An Empirical Examination Of Custom Tags, Aidana Razhap Kyzy

Theses and Dissertations

In 2009 the US Securities and Exchange Commission (SEC) adopted the eXtensible Business Reporting Language (XBRL) system to improve the process by which financial statements can be used. Interactive financial data filed with the SEC using XBRL provides easily readable and comparable financial data, thereby improving transparency and efficiency in the corporate market. SEC rules permit companies to use custom tags in their financial reports in cases when an appropriate element cannot be found in the Financial Accounting Standards Board (FASB) standard XBRL taxonomy. The inordinate use of custom tags may result in a reduction of financial report quality by …

Open Source Foundations For Spatial Decision Support Systems, Jochen Albrecht

Publications and Research

Spatial Decision Support Systems (SDSS) were a hot topic in the 1990s, when researchers tried to imbue GIS with additional decision support features. Successful practical developments such as HAZUS or CommunityViz have since been built, based on commercial desktop software and without much heed for theory other than what underlies their process models. Others, like UrbanSim, have been completely overhauled twice but without much external scrutiny. Both the practical and the theoretical foundations of decision support systems have developed considerably over the past 20 years. This article presents an overview of these developments and then looks at what corresponding tools …

Business Economics: Data For Decision Making, Brian Barnier, Kevin Foster

Open Educational Resources

Syllabus for a course in data analytics for business economics, focusing on use of source data sets to answer the "why?" questions hidden in aggregate averages used in theory and "headline" news releases. Zero cost course using data available widely on the web. Optional texts are trade books available widely in libraries or used copies at low cost.

Zero Textbook Cost Syllabus For Cis 3367 (Spreadsheet Applications In Business), Soniya Dsouza

Open Educational Resources

The primary focus of this course is to learn how to construct and use powerful spreadsheets for effective managerial decision-making. This course is mostly project- oriented with a dual focus on spreadsheet engineering and quantitative modeling of financial applications. Students will learn to develop powerful spreadsheet models and perform data analysis using Pivot Tables, VLookUp, Data Validation techniques and Sub Total functions. Students will also learn how to enhance spreadsheets by creating dashboards on financial data. The Visual Basic (macro) concepts will also be introduced to students. With the knowledge and hands-on experience of these concepts, students will be prepared …

Does U.S. Macroeconomic News Make Emerging Financial Markets Riskier?, Esin Cakan, Nadia Doytch, Kamal P. Upadhyaya

Publications and Research

This study analyzes the impacts of US macroeconomic announcement surprises on the volatility of twelve emerging stock markets by employing asymmetric GJR-GARCH model. The model includes both positive and negative surprises about inflation and unemployment rate announcements in the U.S. We find that volatility shocks are persistent and asymmetric. Asymmetric volatility increases with bad news on US inflation in five out of the twelve countries studied and it increases with a bad news on U.S. unemployment in four out of twelve countries. Asymmetric volatility decreases with good news about US employment situation in eight countries out of twelve countries. Such …

An Integrated Vendor-Buyer Cooperative Inventory Model For Items With Imperfect Quality And Shortage Backordering, Jia-Tzer Hsu, Lie-Fern Hsu

Publications and Research

We develop a model to determine an integrated vendor-buyer inventory policy for items with imperfect quality and planned back orders. The production process is imperfect and produces a certain number of defective items with a known probability density function. The vendor delivers the items to the buyer in small lots of equally sized shipments. Upon receipt of the items, the buyer will conduct a 100% inspection. Since each lot contains a variable number of defective items, shortages may occur at the buyer. We assume that shortages are permitted and are completely back ordered. The objective is to minimize the total …

Baldrige Awards, Janet Butler Munch

Publications and Research

Baldrige Awards recognize premier U.S. organizations exemplifying sustained performance excellence and quality.

Bureau Of Labor Statistics, Janet Butler Munch

Publications and Research

The Bureau of Labor Statistics is the primary U.S. government agency that collects, analyzes and disseminates data and statistical studies about labor economics. The U.S. Congress along with numerous federal, state, and municipal government entities rely on the bureau’s studies research and publications to better understand employment and unemployment, wages, occupational trends, productivity, price indexes, worker income and compensation.

An Analysis Of Time And Cost Studies By Frequency Counts, William (Bill) H. Williams

Publications and Research

This work was originally published in Industrial Management.