White Space Utilization Policy

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Description

This project analyzed the utilization rates of respective factories for Company X compared to the Manufacturing Utilization Policy to identify discrepancies in the policy baseline trigger and when the factories are ramped to full utilization. The current policy bases three

This project analyzed the utilization rates of respective factories for Company X compared to the Manufacturing Utilization Policy to identify discrepancies in the policy baseline trigger and when the factories are ramped to full utilization. The current policy bases three different factory types, ATM, DS/DP, and FSM all on the same baseline of FSM. This was originally set in place from a lack of sufficient data for the other factories and now that there is enough data to identify the utilization rates of each factory type, a more suitable baseline for each can be determined. If continuing to use the FSM baseline, Company X will be designating certain factories as underutilized, triggering the manufacturing utilization policy and inefficiently allocating the building expenses, thus increasing the cost per unit of products produced.

Date Created
2022-05
Agent

Using Machine Learning Classification Techniques to Predict Recessionary Periods in the U.S. Economy

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Description
The goal of this research project is to determine how beneficial machine learning (ML) techniquescan be in predicting recessions. Past work has utilized a multitude of classification methods from Probit models to linear Support Vector Machines (SVMs) and obtained accuracies

The goal of this research project is to determine how beneficial machine learning (ML) techniquescan be in predicting recessions. Past work has utilized a multitude of classification methods from Probit models to linear Support Vector Machines (SVMs) and obtained accuracies nearing 60-70%, where some models even predicted the Great Recession based off data from the previous 50 years. This paper will build on past work, by starting with less complex classification techniques that are more broadly used in recession forecasting and end by incorporating more complex ML models that produce higher accuracies than their more primitive counterparts. Many models were tested in this analysis and the findings here corroborate past work that the SVM methodology produces more accurate results than currently used probit models, but adds on that other ML models produced sufficient accuracy as well.
Date Created
2022-05
Agent

Demographic Congruency and Course Performance: Evidence from
ASU

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Description
A growing body of research suggests that there is more to course assessment than homework scores and test performance. This paper contributes to the empirical literature in economics and education by evaluating the impact of racial and gender congruency on

A growing body of research suggests that there is more to course assessment than homework scores and test performance. This paper contributes to the empirical literature in economics and education by evaluating the impact of racial and gender congruency on the performance of ASU students. Expanding on previous research which only covered elementary and high school, we are able to draw conclusions and policy recommendations to solve the racial achievement gap in the USA.
Date Created
2022-05
Agent

A Young Person’s Comprehensive Guide on How to Properly Interact with the Law:
The Responsibilities of Understanding and Compliance Placed on Law Abiding Citizens

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Description

In this project I created a series of infographics as comprehensive resources for students to reference as educational guides. As a business law student I have been able to accumulate knowledge through all of my law courses to better understand

In this project I created a series of infographics as comprehensive resources for students to reference as educational guides. As a business law student I have been able to accumulate knowledge through all of my law courses to better understand our society and its laws, albeit this knowledge is not yet complete. Other students are not always given this same opportunity to understand their rights and the laws that govern them and have clearly indicated to me through my survey that they would feel better prepared to become young adults in society if they were given additional resources. Therefore, my thesis consists of research based on the results of my survey regarding the areas of law that students indicated interest in along with a series of seven infographics with easy to understand information about the First Amendment, the Sixth Amendment, women’s rights, arbitration, legal offenses and consequences, Arizona State University’s legal and emergency resources, and the main constitutional amendments students should be aware of. Students should understand the laws they must abide by as members of society as well as the constitutional rights they are guaranteed if they are expected to fully obey and use both as incoming adults of the United States of America.

Date Created
2022-05
Agent

Between- and Within-Family Predictors of Educational Attainment

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Description

Adolescence is an important period of scaffolding for educational attainment, which is among the strongest predictors of outcomes in multiple domains. Parents who encourage academic success and promote self-regulation may enhance their offspring’s educational attainment. However, parents with externalizing disorders

Adolescence is an important period of scaffolding for educational attainment, which is among the strongest predictors of outcomes in multiple domains. Parents who encourage academic success and promote self-regulation may enhance their offspring’s educational attainment. However, parents with externalizing disorders present a complex constellation of risk factors, including low educational attainment and poor parenting, and are more likely to have children with high levels of disinhibition. Previous research has identified low parental education, poor parenting and adolescent impulsivity as threats to educational attainment, but has not examined risk factors for discrepancies in educational attainment among siblings of the same family. Furthermore, studies have not examined the between- and within-family mechanisms that may explain why adolescents with externalizing parents have low educational attainment. The current study addressed these gaps by testing between- and within-family predictors of educational attainment using data from a longitudinal, multigenerational study that oversampled families at risk for alcohol use disorder. The sample consisted of 555 biological siblings within 240 families. We tested whether parental externalizing predicted lower educational attainment through parents’ own lower education, parents’ differential treatment of offspring, and impulsivity. Results suggested that between families, parents with externalizing disorders had lower educational attainment and more impulsive offspring, but did not exhibit increased differential parenting. Within families, siblings with greater impulsivity had lower educational attainment, whereas receiving more preferential maternal treatment than one’s siblings predicted higher educational attainment. Low parental educational attainment mediated the relation between parental externalizing disorders and low offspring educational attainment.

Date Created
2021-12
Agent

Reducing Ankle Inflammation for Rheumatoid Arthritis Patients to Improve Life Quality

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Description

The purpose of this study was to find an appropriate solution in reducing inflammation around the ankle joint for Rheumatoid Arthritis (RA) patients, so they are able to increase their endurance and improve their overall quality of life. RA patients

The purpose of this study was to find an appropriate solution in reducing inflammation around the ankle joint for Rheumatoid Arthritis (RA) patients, so they are able to increase their endurance and improve their overall quality of life. RA patients have to deal with a significant amount of complications that include chronic inflammation, continuous pain in their joints, and overwhelming stress. In addition, it is very common for RA patients to develop severe mental issues that only makes matters worse. As a result, it is imperative that treatments are provided to RA patients to improve their current situation. Three devices from the current market, made for reducing inflammation of the ankle, were chosen for evaluating the effectiveness of each device. It was determined that with 95% confidence that the Gonicc Professional Foot Sleeve was the most effective in reducing inflammation. A prototype was developed based on the feedback of the participants. Further improvements, the prototype will be compared against the Gonicc Professional Foot Sleeve to determine which is the best solution to improve millions of RA patients' lives.

Date Created
2021-12
Agent

Creating Adaptable Arrangements for Gigging Musicians

Description

In this creative project, I created arrangements for string quartet of two very common pop songs that are frequently requested at wedding gigs, "Perfect" by Ed Sheeran and "Purpose" by Justin Bieber. However, to meet the demands of the dynamic

In this creative project, I created arrangements for string quartet of two very common pop songs that are frequently requested at wedding gigs, "Perfect" by Ed Sheeran and "Purpose" by Justin Bieber. However, to meet the demands of the dynamic gigging environment and context for string musicians, I created string quartet arrangements that could be adapted and condensed into string trio or duo by eliminating one or two parts from the full quartet arrangement. As such, this project not only shares the adaptable arrangements I created, but also shares the tips and tricks I gathered throughout the course of the project, both from engaging in the creative aspect of the arranging process and also through my own personal experience.

Date Created
2021-12
Agent

A Tocquevillean Analysis of Imperial Germany in Defense of Sonderweg

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Description

This paper applies six components of Tocqueville's lens to Imperial Germany in an effort to demonstrate how from a contemporary's perspective the Kaiserreich can be understood to have deviated from what was conceived at the time as the standard path

This paper applies six components of Tocqueville's lens to Imperial Germany in an effort to demonstrate how from a contemporary's perspective the Kaiserreich can be understood to have deviated from what was conceived at the time as the standard path to political, economic, and social modernity, and that these deviations give a justification for the original positive understanding of a German Sonderweg that balanced the excesses of both Western Liberalism and Eastern Reactionarism whilst using the best.

Date Created
2021-12
Agent

“Salvation” in the Juvenile Justice System

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Description

The criminal justice system in the United States has recently come under intense scrutiny. To understand and critique the system it is important to understand the broader history and processes within the system. Looking specifically at the practice of juvenile

The criminal justice system in the United States has recently come under intense scrutiny. To understand and critique the system it is important to understand the broader history and processes within the system. Looking specifically at the practice of juvenile detention, we see how the system developed parallel to the cruel practices applied to adults as punishment. Juvenile detention centers were modeled on adult prisons, both reflecting nineteenth-century ideas of redemptive suffering. The consistently coercive and oppressive features of the juvenile justice system also become apparent, when looking at the system through a historic lens. In contemporary juvenile detention centers, remnants of religious influence remain in the form of prison ministry programs. Throughout an examination of the historic and modern influence of evangelical Protestantism in prisons, the vulnerability of the individuals in these programs become apparent, as do the inequities within the system.

Date Created
2021-05

It’s All About the Capital: Evaluating the Effects of the Great Recession’s Regulatory Reforms and their Impact on the COVID-19 Recession

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Description

Following the Global Financial Crisis of 2007-2008, financial institutions faced regulatory changes due to inherent weaknesses that were exposed by the recession. Within the United States, regulation came via the passing of the Dodd-Frank Wall Street Reform and Consumer Protection

Following the Global Financial Crisis of 2007-2008, financial institutions faced regulatory changes due to inherent weaknesses that were exposed by the recession. Within the United States, regulation came via the passing of the Dodd-Frank Wall Street Reform and Consumer Protection Act in 2010, which was heavily influenced by the internationally focused Basel III accord. A key component to both of these sets of regulations focused on raising the capital requirements for financial institutions, as well as creating capital buffers to help protect solvency during economic downturns in the future. The goal of this study is to evaluate the effectiveness of these changes to capital requirements, and to hypothesize as to what would happen if the modern banking system experienced the COVID-19 pandemic recession with the capital and leverage levels of the banking institutions circa 2007. To accomplish this, data from the Federal Reserve describing the capital and leverage ratios of the banking industry will be evaluated during both the Global Financial Crisis of 2007-2008, as well as during the COVID-19 Recession. Specifically, we will look at by how much capital was improved due to Dodd-Frank/Basel III, the resiliency of the capital and leverage ratios during the modern COVID-19 recession, and we will look at the average drop in capital levels caused by the COVID-19 recession and apply these percentage changes to the leverage/capital levels seen in 2007. Given the results, it is clear to see that the change in capital requirements along with the counter-cyclical buffers described in Dodd-Frank and Basel III allowed the banking system to function throughout the COVID recession without approaching insolvency in the slightest, something that ailed many large banks and firms during the Global Financial Crisis. As an answer to our hypothetical, we found that the drop seen affecting the measures of bank capital experienced during the COVID pandemic when applied to values seen at the beginning of the 2007 recession still led to a well-capitalized banking industry as a whole, highlighting the resiliency seen during the COVID recession thanks to the capital buffers put in place, as well as the direct assistance provided by the federal government (via PPP loans and stimulus checks) and the Federal Reserve in keeping the hit on capital to minimal values throughout the pandemic.

Date Created
2021-05
Agent