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Spatiotemporal Correlation Analysis Of Hydraulic Fracturing And Stroke In The United States, Chuanbo Hu, Bin Liu, Shuo Wang, Zhenduo Zhu, Amelia Adcock, James Simpkins, Xin Li Aug 2022

Spatiotemporal Correlation Analysis Of Hydraulic Fracturing And Stroke In The United States, Chuanbo Hu, Bin Liu, Shuo Wang, Zhenduo Zhu, Amelia Adcock, James Simpkins, Xin Li

2020-Current year OA Pubs

Hydraulic fracturing or fracking has led to a rapid growth of oil and gas production in the United States, but the impact of fracking on public health is an important but underresearched topic. We designed a methodology to study spatiotemporal correlations between the risk of fracking and stroke mortality. An annualized loss expectancy (ALE) model is applied to quantify the risk of fracking. The geographically and temporally weighted regression (GTWR) model is used to analyze spatiotemporal correlations of stroke mortality, fracking ALE, and nine other socioeconomic- and health-related factors. The analysis shows that fracking ALE is moderately correlated with stroke …


Consolidated Reports Of Condition And Income For A Bank With Domestic And Foreign Offices - Ffiec 031, Silicon Valley Bank Financial Group Aug 2022

Consolidated Reports Of Condition And Income For A Bank With Domestic And Foreign Offices - Ffiec 031, Silicon Valley Bank Financial Group

Documents

No abstract provided.


Years Of Life Lost Associated With Covid-19 Deaths In The Usa During The First 2 Years Of The Pandemic, Troy Quast, Ross Andel, Sean Gregory, Eric A Storch Aug 2022

Years Of Life Lost Associated With Covid-19 Deaths In The Usa During The First 2 Years Of The Pandemic, Troy Quast, Ross Andel, Sean Gregory, Eric A Storch

Center for Medical Ethics and Health Policy Staff Publications

Background: Prior estimates of the years of life lost (YLLs) in the USA associated with coronavirus disease 2019 (COVID-19) were 1.2 million through 11 July 2020 and 3.9 million through 31 January 2021 (which roughly coincides with the first full year of the pandemic). The aim of this study is to update YLL estimates through the first 2 years of the pandemic.

Methods: We employed data regarding COVID-19 deaths through 5 February 2022 by jurisdiction, gender and age group. We used actuarial life expectancy tables by gender and age to estimate YLLs.

Results: We estimated roughly 9.7 million YLLs due …


Prevalence Of Domestic Violence And Mental Health Symptoms Among South Asian Women In The United States, Shreya Bhandari, Uma Chandrika Millner Aug 2022

Prevalence Of Domestic Violence And Mental Health Symptoms Among South Asian Women In The United States, Shreya Bhandari, Uma Chandrika Millner

Journal of International Women's Studies

This study examines the prevalence of domestic violence, mental health outcomes and help-seeking behaviors among a cross section of 155 South Asians that participated in an anonymous survey. The findings indicate that 31% of the participants experienced some form of domestic violence; physical, emotional, financial or sexual abuse and about 88% of those abused experienced emotional abuse. Results indicate that the abused participants experienced mental health symptoms of sleeplessness, frequent crying spells, panic, feelings of helplessness and hopelessness, high stress, bouts of uncontrollable anger and loneliness. The results emphasize culturally sensitive services that address domestic violence as well as mental …


The Use Of Digital Health Tools For Health Promotion Among Women With And Without Chronic Diseases: Insights From The 2017-2020 Health Information National Trends Survey, Kobi V. Ajayi, Elizabeth Wachira, Henry K. Onyeaka, Tyra Montour Aug 2022

The Use Of Digital Health Tools For Health Promotion Among Women With And Without Chronic Diseases: Insights From The 2017-2020 Health Information National Trends Survey, Kobi V. Ajayi, Elizabeth Wachira, Henry K. Onyeaka, Tyra Montour

Faculty Publications

Background: In the United States, almost 90% of women are at risk of at least one chronic condition. However, the awareness, management, and monitoring of these conditions are low and present a substantial public health problem. Digital health tools can be leveraged to reduce the alarmingly high rates of chronic condition–related mortality and morbidity in women. Objective: This study aimed to investigate the 4-year trend of digital health use for health promotion among women with chronic conditions in the United States. Methods: Data for this study were obtained from the 2017 to 2020 iterations of the Health Information Trends Survey …


Central Bank Swap Arrangements, Federal Reserve System: Federal Reserve Bank Of New York Aug 2022

Central Bank Swap Arrangements, Federal Reserve System: Federal Reserve Bank Of New York

Documents

No abstract provided.


Few Lessons For Pa. From Kansas Abortion Vote. Gop Still Should Beware, Bruce Ledewitz Aug 2022

Few Lessons For Pa. From Kansas Abortion Vote. Gop Still Should Beware, Bruce Ledewitz

Newspaper Columns

Collected biweekly contributions to the Pennsylvania Capital-Star, a nonpartisan, nonprofit news site.


From The Headlines: A Textual Analysis Of Social Polarization And Discord In Times Of Pandemic Across A Century In The United States, Alexa Demarco Aug 2022

From The Headlines: A Textual Analysis Of Social Polarization And Discord In Times Of Pandemic Across A Century In The United States, Alexa Demarco

Undergraduate Honors Theses

Within the past century, three major pandemics have affected the United States – the Spanish Flu, AIDS, and COVID-19. Each of these pandemics has tested the capabilities of the public health sector and the social resilience of the population. Scientists have studied the viruses and implemented public health measures to limit viral transmission, but the social responses to these preventative measures proved to be difficult to predict and control. The dissonance and polarization between the public health initiatives and the response of the general public in the most recent pandemic was apparent. Was this a pattern in other pandemics? Was …


The Economic Impact Of Coal Production And Coal-Fired Power Generation In The United States, Christiadi, Eric Bowen, John Deskins Aug 2022

The Economic Impact Of Coal Production And Coal-Fired Power Generation In The United States, Christiadi, Eric Bowen, John Deskins

Bureau of Business & Economic Research

While coal production in the United States has declined by nearly 50 percent since its peak in 2008, the sector remains an important part of the US economy in many ways. In this report, we consider the contribution of coal production and coal-fired power generation to the U.S.’ employment base, economic output, labor income, and tax revenue.


Rotavirus Strain Trends In United States, 2009-2016: Results From The National Rotavirus Strain Surveillance System (Nrsss)., Slavica Mijatovic-Rustempasic, Jose Jaimes, Charity Perkins, M Leanne Ward, Mathew D. Esona, Rashi Gautam, Jamie Lewis, Michele Sturgeon, Junaid Panjwani, Gail A. Bloom, Steve Miller, Erik Reisdorf, Ann Marie Riley, Morgan A. Pence, James Dunn, Rangaraj Selvarangan, Robert C. Jerris, Dona Degroat, Umesh D. Parashar, Margaret M. Cortese, Michael D. Bowen Aug 2022

Rotavirus Strain Trends In United States, 2009-2016: Results From The National Rotavirus Strain Surveillance System (Nrsss)., Slavica Mijatovic-Rustempasic, Jose Jaimes, Charity Perkins, M Leanne Ward, Mathew D. Esona, Rashi Gautam, Jamie Lewis, Michele Sturgeon, Junaid Panjwani, Gail A. Bloom, Steve Miller, Erik Reisdorf, Ann Marie Riley, Morgan A. Pence, James Dunn, Rangaraj Selvarangan, Robert C. Jerris, Dona Degroat, Umesh D. Parashar, Margaret M. Cortese, Michael D. Bowen

Manuscripts, Articles, Book Chapters and Other Papers

Before the introduction of vaccines, group A rotaviruses (RVA) were the leading cause of acute gastroenteritis in children worldwide. The National Rotavirus Strain Surveillance System (NRSSS) was established in 1996 by the Centers for Disease Control and Prevention (CDC) to perform passive RVA surveillance in the USA. We report the distribution of RVA genotypes collected through NRSSS during the 2009-2016 RVA seasons and retrospectively examine the genotypes detected through the NRSSS since 1996. During the 2009-2016 RVA seasons, 2134 RVA-positive fecal specimens were sent to the CDC for analysis of the VP7 and VP4 genes by RT-PCR genotyping assays and …


Hospital Nursing Factors Associated With Decreased Odds Of Mortality In Older Adult Medicare Surgical Patients With Depression, Aparna Kumar, Douglas Sloane, Linda Aiken, Matthew Mchugh Aug 2022

Hospital Nursing Factors Associated With Decreased Odds Of Mortality In Older Adult Medicare Surgical Patients With Depression, Aparna Kumar, Douglas Sloane, Linda Aiken, Matthew Mchugh

College of Nursing Faculty Papers & Presentations

Background: Depression is common, costly, and has deleterious effects in older adult surgical patients. Little research exists examining older adult surgical patient outcomes and depression and the potential for nursing factors to affect these outcomes. The purpose of this study was to determine the relationship between hospital nursing resources, 30-day mortality; and the impact of depression on this relationship.

Methods: This was a retrospective cohort study employing a national nurse survey, hospital data, and Medicare claims data from 2006-2007. The sample included: 296,561 older adult patients, aged 65-90, who had general, orthopedic, or vascular surgery in acute care general hospitals …


Finances And Operations, U. S. Department Of The Treasury Aug 2022

Finances And Operations, U. S. Department Of The Treasury

Documents

No abstract provided.


Qualitative Interviews To Understand Health Care Providers’ Experiences Of Prescribing Licensed Peanut Oral Immunotherapy, Aikaterini Anagnostou, Claire Lawrence, Stephen A Tilles, Susan Laubach, Sarah M Donelson, Mohamed Yassine, Anna Nowak-Wegrzyn Aug 2022

Qualitative Interviews To Understand Health Care Providers’ Experiences Of Prescribing Licensed Peanut Oral Immunotherapy, Aikaterini Anagnostou, Claire Lawrence, Stephen A Tilles, Susan Laubach, Sarah M Donelson, Mohamed Yassine, Anna Nowak-Wegrzyn

Faculty, Staff and Students Publications

OBJECTIVE: This research sought to explore health care providers' (HCPs) experiences of delivering the first US Food and Drug Administration (FDA) and European Commission (EC) approved peanut oral immunotherapy (peanut OIT; Palforzia). Semi-structured qualitative interviews with HCPs who had initiated treatment with ≥ 3 patients in the first nine months following FDA approval sought to identify challenges faced and successful implementation strategies.

RESULTS: Eight allergists and three nurse practitioners from eight sites based in the United States participated. The HCPs included in this research were motivated to implement this novel treatment, however, entered the process with some reservations. HCPs described …


Central Bank Liquidity Swaps, Federal Reserve System: Board Of Governors Aug 2022

Central Bank Liquidity Swaps, Federal Reserve System: Board Of Governors

Documents

No abstract provided.


Facilitators For Retaining Men Who Have Sex With Men In Pre-Exposure Prophylaxis Care In Real World Clinic Settings Within The United States, Brooke G Rogers, R R Patel, K Curoe, A Underwood, J Villalobos, Et Al. Aug 2022

Facilitators For Retaining Men Who Have Sex With Men In Pre-Exposure Prophylaxis Care In Real World Clinic Settings Within The United States, Brooke G Rogers, R R Patel, K Curoe, A Underwood, J Villalobos, Et Al.

2020-Current year OA Pubs

BACKGROUND: Pre-exposure prophylaxis (PrEP) can significantly reduce HIV acquisition especially among communities with high HIV prevalence, including men who have sex with men (MSM). Much research has been finding suboptimal PrEP persistence; however, few studies examine factors that enhance PrEP persistence in real-world settings.

METHODS: We interviewed 33 patients who identified as MSM at three different PrEP clinics in three regions of the U.S. (Northeast, South, Midwest). Participants were eligible if they took PrEP and had been retained in care for a minimum of 6 months. Interviews explored social, structural, clinic-level and behavioral factors that influencing PrEP persistence.

RESULTS: Through …


Primary Cutaneous Lymphoma: Recommendations For Clinical Trial Design And Staging Update From The Iscl, Usclc, And Eortc, Elise A Olsen, Sean Whittaker, Rein Willemze, Lauren Pinter-Brown, Francine Foss, Larisa Geskin, Lawrence Schwartz, Steven Horwitz, Joan Guitart, John Zic, Youn H Kim, Gary S Wood, Madeleine Duvic, Wei Ai, Michael Girardi, Alejandro Gru, Emmanuella Guenova, Emmilia Hodak, Richard Hoppe, Werner Kempf, Ellen Kim, Mary Jo Lechowicz, Pablo Ortiz-Romero, Evangelia Papadavid, Pietro Quaglino, Mark Pittelkow, H Miles Prince, Jose Antonio Sanches, Makoto Sugaya, Maarten Vermeer, Jasmine Zain, Robert Knobler, Rudolf Stadler, Martine Bagot, Julia Scarisbrick Aug 2022

Primary Cutaneous Lymphoma: Recommendations For Clinical Trial Design And Staging Update From The Iscl, Usclc, And Eortc, Elise A Olsen, Sean Whittaker, Rein Willemze, Lauren Pinter-Brown, Francine Foss, Larisa Geskin, Lawrence Schwartz, Steven Horwitz, Joan Guitart, John Zic, Youn H Kim, Gary S Wood, Madeleine Duvic, Wei Ai, Michael Girardi, Alejandro Gru, Emmanuella Guenova, Emmilia Hodak, Richard Hoppe, Werner Kempf, Ellen Kim, Mary Jo Lechowicz, Pablo Ortiz-Romero, Evangelia Papadavid, Pietro Quaglino, Mark Pittelkow, H Miles Prince, Jose Antonio Sanches, Makoto Sugaya, Maarten Vermeer, Jasmine Zain, Robert Knobler, Rudolf Stadler, Martine Bagot, Julia Scarisbrick

Faculty, Staff and Student Publications

The number of patients with primary cutaneous lymphoma (PCL) relative to other non-Hodgkin lymphomas (NHLs) is small and the number of subtypes large. Although clinical trial guidelines have been published for mycosis fungoides/Sézary syndrome, the most common type of PCL, none exist for the other PCLs. In addition, staging of the PCLs has been evolving based on new data on potential prognostic factors, diagnosis, and assessment methods of both skin and extracutaneous disease and a desire to align the latter with the Lugano guidelines for all NHLs. The International Society for Cutaneous Lymphomas (ISCL), the United States Cutaneous LymphomaConsortium (USCLC), …


This Is The Right Moment For The Democrats To Run A Fiscal Hawk, Bruce Ledewitz Aug 2022

This Is The Right Moment For The Democrats To Run A Fiscal Hawk, Bruce Ledewitz

Newspaper Columns

Collected biweekly contributions to the Pennsylvania Capital-Star, a nonpartisan, nonprofit news site.


Association Between Social Vulnerability Index And Cardiovascular Disease: A Behavioral Risk Factor Surveillance System Study, Vardhmaan Jain, Mahmoud Al Rifai, Safi U Khan, Ankur Kalra, Fatima Rodriguez, Zainab Samad, Yashashwi Pokharel, Arunima Misra, Laurence S Sperling, Jamal S Rana, Waqas Ullah, Ankit Medhekar, Salim S Virani Aug 2022

Association Between Social Vulnerability Index And Cardiovascular Disease: A Behavioral Risk Factor Surveillance System Study, Vardhmaan Jain, Mahmoud Al Rifai, Safi U Khan, Ankur Kalra, Fatima Rodriguez, Zainab Samad, Yashashwi Pokharel, Arunima Misra, Laurence S Sperling, Jamal S Rana, Waqas Ullah, Ankit Medhekar, Salim S Virani

Division of Cardiology Faculty Papers

Background Social and environmental factors play an important role in the rising health care burden of cardiovascular disease. The Centers for Disease Control and Prevention developed the Social Vulnerability Index (SVI) from US census data as a tool for public health officials to identify communities in need of support in the setting of a hazardous event. SVI (ranging from a least vulnerable score of 0 to a most vulnerable score of 1) ranks communities on 15 social factors including unemployment, minoritized groups status, and disability, and groups them under 4 broad themes: socioeconomic status, housing and transportation, minoritized groups, and …


Polygenic Risk, Midlife Life's Simple 7, And Lifetime Risk Of Stroke, Emy A Thomas, Nitesh Enduru, Adrienne Tin, Eric Boerwinkle, Michael E Griswold, Thomas H Mosley, Rebecca F Gottesman, Myriam Fornage Aug 2022

Polygenic Risk, Midlife Life's Simple 7, And Lifetime Risk Of Stroke, Emy A Thomas, Nitesh Enduru, Adrienne Tin, Eric Boerwinkle, Michael E Griswold, Thomas H Mosley, Rebecca F Gottesman, Myriam Fornage

Faculty, Staff and Student Publications

Background

Recent genetic discoveries in stroke have unleashed the potential of using genetic information for risk prediction and health interventions aimed at disease prevention. We sought to estimate the lifetime risk of stroke (LTRS) by levels of genetic risk and to investigate whether optimal cardiovascular health can offset the negative impact of high genetic risk on lifetime risk of stroke.

Methods and Results

Study participants were 11 568 middle‐aged adults (56% women, 23% Black adults), who were free of stroke at baseline and were followed up for a median of 28 years. The remaining LTRS was estimated according to levels …


Association Between Social Vulnerability Index And Cardiovascular Disease: A Behavioral Risk Factor Surveillance System Study, Vardhmaan Jain, Mahmoud Al Rifai, Safi U Khan, Ankur Kalra, Fatima Rodriguez, Zainab Samad, Yashashwi Pokharel, Arunima Misra, Laurence S Sperling, Jamal S Rana, Waqas Ullah, Ankit Medhekar, Salim S Virani Aug 2022

Association Between Social Vulnerability Index And Cardiovascular Disease: A Behavioral Risk Factor Surveillance System Study, Vardhmaan Jain, Mahmoud Al Rifai, Safi U Khan, Ankur Kalra, Fatima Rodriguez, Zainab Samad, Yashashwi Pokharel, Arunima Misra, Laurence S Sperling, Jamal S Rana, Waqas Ullah, Ankit Medhekar, Salim S Virani

Faculty, Staff and Students Publications

Background Social and environmental factors play an important role in the rising health care burden of cardiovascular disease. The Centers for Disease Control and Prevention developed the Social Vulnerability Index (SVI) from US census data as a tool for public health officials to identify communities in need of support in the setting of a hazardous event. SVI (ranging from a least vulnerable score of 0 to a most vulnerable score of 1) ranks communities on 15 social factors including unemployment, minoritized groups status, and disability, and groups them under 4 broad themes: socioeconomic status, housing and transportation, minoritized groups, and …


Skbi Big 5 Survey 2022 August, Singapore Management University Aug 2022

Skbi Big 5 Survey 2022 August, Singapore Management University

Sim Kee Boon Institute for Financial Economics

The latest survey results on the largest five economies (Big5) were revised markedly relative to the prior release (pre-Russia-Ukraine conflict), generally indicating weaker growth and higher inflation coupled with incremental ambiguity on the policy front.


Police Brutality In The United States Of America And Nigeria; A Comparative Analysis, Oludayo Philips Famakin-Johnson Aug 2022

Police Brutality In The United States Of America And Nigeria; A Comparative Analysis, Oludayo Philips Famakin-Johnson

Dissertations (2016-Present)

The recent spate of incidents regarding excessive use of force by law enforcement in the United States against mostly unarmed African Americans has elicited protests across the country. The ensuing outrage about police brutality brought to national attention the discriminatory practices in the criminal justice system. It also demonstrated that human rights violations by law enforcement are not an exclusive experience of developing nations, which are expected to look up to countries like the United States as a model for standard policing. Extant research, however, indicates excessive use of force is a common phenomenon in every country, including the United …


Dobbs Is Not A Religion Case, Bruce Ledewitz Aug 2022

Dobbs Is Not A Religion Case, Bruce Ledewitz

Ledewitz Papers

Published scholarship collected from academic journals, law reviews, newspaper publications & online periodicals.


Medicaid Expansion: Changes In Individual Health Outcomes, Julie Norman Aug 2022

Medicaid Expansion: Changes In Individual Health Outcomes, Julie Norman

All Graduate Plan B and other Reports, Spring 1920 to Spring 2023

The Affordable Care Act is one of the biggest changes in the American healthcare system in the 21st century. One element of the ACA is medicaid expansion, which opened up federal funding for states to cover any individual earning below 138% of the federal poverty line. 21 states expanded medicaid in 2014 while 12 haven’t expanded. This paper utilizes the disparity for a natural experiment to determine the efficacy of the program. Outcome variables of interest include measurements of individual health, health access and utilization, and premature death rates. The results indicate positive, but small improvements due to the policy, …


Approvals And Prices Of Systemic Antibiotics In Saudi Arabia And The United States, Saad Alharthi Aug 2022

Approvals And Prices Of Systemic Antibiotics In Saudi Arabia And The United States, Saad Alharthi

Pharmaceutical Sciences (MS) Theses

Introduction

Antibiotics is one of the therapeutic classes with the highest level of consumption in the world. Despite the global diffusion of antibiotics, their availability and prices vary by country. This study assessed differences in the availability and prices of systemic antibiotics marketed in the United States (US) and Saudi Arabia and evaluated the factors associated with the differences in prices of systemic antibiotics marketed in both countries.

Material and Methods

We collected regulatory data from the US Food and Drug Administration (FDA) and the Saudi Food and Drug Authority (SFDA), the National Average Drug Acquisition Cost (NADAC) and the …


Invited Perspective: Existing Rules For Disinfection By-Products Are Good, But They Are Not Enough, Susan D. Richardson Aug 2022

Invited Perspective: Existing Rules For Disinfection By-Products Are Good, But They Are Not Enough, Susan D. Richardson

Faculty Publications

No abstract provided.


Prosecuting White-Collar Financial Crime: The Contrasting Cases Of The Us, Spain, And Ireland In The Aftermath Of The 2008 Global Financial Crisis, Justin Rex, Adam Panas Aug 2022

Prosecuting White-Collar Financial Crime: The Contrasting Cases Of The Us, Spain, And Ireland In The Aftermath Of The 2008 Global Financial Crisis, Justin Rex, Adam Panas

Indiana Journal of Global Legal Studies

Why have no Wall Street executives been prosecuted or convicted for actions that contributed to the global financial crisis? Scholars have documented a variety of legal, bureaucratic, economic, and political reasons for a lack of prosecutions, but one missing piece from this scholarship is a comparative perspective; other countries similar also experienced the effects of the crisis but convicted more financial executives than did the US. This article examines the financial crises and post-crisis responses in Ireland and Spain to see why they put more bankers in jail. The comparative analysis highlights several legal, economic, and political variables that partially …


"Just Ice" For Bourbon: The Need For Gis In International Protection Of America's Beloved Spirit, Haley Scott Aug 2022

"Just Ice" For Bourbon: The Need For Gis In International Protection Of America's Beloved Spirit, Haley Scott

Indiana Journal of Global Legal Studies

The term "bourbon" has become increasingly popular in markets all over the globe. The popularity of the bourbon trend has been exploited for both labelling liquors and describing nonalcoholic products. Bourbon has several separate definitions, usually differing on the issue of the geographical scope of the spirit's production. The bourbon liquor industry has experienced periods of significant downturn followed by periods of explosive revival, motivated mainly by foreign interest, from countries such as Japan, in the product In the 1970s, Japanese interest in whisky and US bourbon facilitated a resurgence of the then-struggling US bourbon industry. In 2018, production of …


Building Consensus For A Shared Definition Of Adverse Events: A Case Study In The Profession Of Dentistry, Amy Franklin, Elsbeth Kalenderian, Nutan Hebballi, Veronique Delattre, Jini Etoule, Joel White, Ram Vaderhobli, Denice Stewart, Karla Kent, Alfa Yansane, Muhammad Walji Aug 2022

Building Consensus For A Shared Definition Of Adverse Events: A Case Study In The Profession Of Dentistry, Amy Franklin, Elsbeth Kalenderian, Nutan Hebballi, Veronique Delattre, Jini Etoule, Joel White, Ram Vaderhobli, Denice Stewart, Karla Kent, Alfa Yansane, Muhammad Walji

Faculty, Staff and Student Publications

BACKGROUND: To achieve high-quality health care, adverse events (AEs) must be proactively recognized and mitigated. However, there is often ambiguity in applying guidelines and definitions. We describe the iterative calibration process needed to achieve a shared definition of AEs in dentistry. Our alignment process includes both independent and consensus building approaches.

OBJECTIVE: We explore the process of defining dental AEs and the steps necessary to achieve alignment across different care providers.

METHODS: Teams from 4 dental institutions across the United States iteratively reviewed patient records after identification of charts using an automated trigger tool. Calibration across teams was supported through …


Esports Curricula In U.S. Post-Secondary Institutions: A Case Study, Debra L. Bell Aug 2022

Esports Curricula In U.S. Post-Secondary Institutions: A Case Study, Debra L. Bell

Dissertations

Although the concept of Esports competency has been widely recognized, it is not yet well understood by the various educational institutions that have started offering certification programs in this field. This study aims to provide a comprehensive analysis of the multiple principles that have been established to promote this specialization.

The increasing popularity of gaming and esports has led to the development of a wide range of educational programs that are geared toward addressing the needs of the future workforce. Although the goal of these programs is to provide a comprehensive view of the various facets of this field, the …