Digital Commons Network^™

Integrated Xenosurveillance Of Loa Loa, Wuchereria Bancrofti, Mansonella Perstans And Plasmodium Falciparum Using Mosquito Carcasses And Faeces: A Pilot Study In Cameroon, Joseph Pryce, Nils Pilotte, Benjamin Menze, Allison R. Sirois, Michael Zulch, Jean Pierre Agbor, Steven A. Williams, Charles S. Wondji, Lisa Reimer

Biological Sciences: Faculty Publications

Background Community presence of loiasis must be determined before mass drug administration programmes for lymphatic filariasis and onchocerciasis can be implemented. However, taking human blood samples for loiasis surveillance is invasive and operationally challenging. A xenosurveillance approach based on the molecular screening of mosquitoes and their excreta/feces (E/F) for Loa loa DNA may provide a non-invasive method for detecting the community presence of loiasis. Methods We collected 770 wild mosquitoes during a pilot study in a known loiasis transmission area in Mbalmayo, Cameroon. Of these, 376 were preserved immediately while 394 were kept in pools to collect 36-hour E/F samples …

A Microbiological Assay Of Common Operating Room (Or) Tapes: Developing A Culture For Patient Safety, Gaurav Chauhan, Aman Upadhyay, Samvid Dwivedi, Robert J. Tibbetts, Suresh K. Srinivasan

Pathology and Laboratory Medicine Articles

BACKGROUND: There are no existing practices or methods to ensure cleanliness, sterility, or prevent cross-contamination when it comes to common operating room (OR) tape. The authors hypothesized that adhesive tapes used by anesthesia providers in ORs and off-site surgical areas might be colonized by microorganisms and that culturing these tape rolls would reveal significant monomicrobial and polymicrobial contamination.

Material and Methods: The primary objective of this observational cohort study was to report and compare contamination rate including polymicrobial contamination rate between tape specimens collected from storage site and specimen from the ORs, off-sites, and after use on a patient. The …

Evaluate The Side Effect Associated With Covid-19 Vaccine On Adolescents In Riyadh, Saudi Arabia: A Cross-Section Study, Jehad A. Aldali, Fahad T. Alotaibi, Glowi A. Alasiri, Renad A. Almesned, Aroob M. Alromih, Afnan M. Almohandes, Shahad F. Alsenidi

Saudi Medical Journal

Objectives: To investigate the side effects of Pizer- BioNTech mRNA (BNT162b2) and Spikevax (mRNA- 1273) Coronavirus disease 2019 (COVID-19) vaccines on adolescents in Riyadh, Saudi Arabia. Methods: A cross-sectional study using an online questionnaire was carried out among COVID-19 vaccine adolescent recipients in Riyadh, Saudi Arabia. After receiving at least one dose of each vaccine, general and demographic data were collected, and vaccine-related side effects were evaluated. Results: The final sample consisted of 604 participants with a majority age group of 16-17 years old. Approximately 89.1% of the study participants were female. Most participants reported pain at the injection site …

Applying Technology To Promote Sexual And Reproductive Health And Prevent Gender Based Violence For Adolescents In Low And Middle-Income Countries: Digital Health Strategies Synthesis From An Umbrella Review, Keng-Yen Huang, Manasi Kumar, Sabrina Cheng, Anya Elena Urcuyo, Paul Macharia

Brain and Mind Institute

Aim: Adolescents in low-and-middle-income countries (LMICs) are facing numerous developmental, sexual and reproductive health (SRH) challenges including exposure to multidimensional violence. Gender-based violence (GBV) specifically intimate partner violence (IPV) are both highly prevalent in LMICs and are strongly linked with poor SRH outcomes. However, GBV and IPV interventions have not yet been adequately integrated in SRH due to individual, social, cultural, service, and resource barriers. To promote long-term SRH, a more holistic approach that integrates GBV and IPV, and adolescent development needs is imperative. Digital health has the potential to address multiple service setup, provision, and addressing access barriers through …

Toward A Pedagogical Criticism: The Text, The Teacher, And The Global Crisis In Teaching Health And Illness Literature, John Paolo Sarce

English Faculty Publications

The COVID-19 pandemic calls for a change of perspective in the educational landscape, and the literary classroom is revealed to be one of the classes that can quickly adopt this change. Teachers of literature began to curate on their syllabi texts that will signify the global feeling and experience of the pandemic. This transforms the literary classroom into a space that directly connects the experiences of students to this ongoing health crisis. The different literary texts read in classes are portals for students to understand the experience of illness as both historical and sociological phenomena. With these events in class, …

County-Level Societal Predictors Of Covid-19 Cases And Deaths Changed Through Time In The United States: A Longitudinal Ecological Study, Philip J. Bergmann, Nathan A. Ahlgren, Rosalie A. Torres Stone

Biology

People of different racial/ethnic backgrounds, demographics, health, and socioeconomic characteristics have experienced disproportionate rates of infection and death due to COVID-19. This study tests if and how county-level rates of infection and death have changed in relation to societal county characteristics through time as the pandemic progressed. This longitudinal study sampled monthly county-level COVID-19 case and death data per 100,000 residents from April 2020 to March 2022, and studied the relationships of these variables with racial/ethnic, demographic, health, and socioeconomic characteristics for 3125 or 97.0% of U.S. counties, accounting for 96.4% of the U.S. population. The association of all county-level …

Paid Sick Leave's Payoff, Jennifer B. Shinall

Vanderbilt Law Review

Perhaps paid sick days have never been more valuable than during the COVID-19 pandemic. Yet even before COVID-19, seventeen states and the District of Columbia began passing legislative mandates that employers provide employees with paid sick leave (“PSL”) days. Most of this legislation requires employers to provide up to one week of PSL for both full- and part-time employees, which they can utilize with few notice or documentation requirements. Using the 2017–2018 American Time Use Survey Leave and Job Flexibilities Module, I first demonstrate that workers in PSL states are less likely to go to work sick, which may, in …

A Comparison Of Mini-Flotac And Mcmaster Techniques, Overdispersion And Prevalence Of Parasites In Naturally Infected North American Bison (Bison Bison) In The Usa, Wiliam L. Johnson, Samantha Reynolds, Colton L. Adkins, Bradly Wehus-Tow, Jameson R. Brennan, Catherine B. Krus, Danielle Buttke, Jeff M. Martin, Jeba R.J. Jesudoss Chelladurai

Natural Resource Management Faculty Publications

Several quantitative diagnostic techniques are available to estimate gastrointestinal parasite counts in the feces of ruminants. Comparing egg and oocyst magnitudes in naturally infected samples has been a recommended approach to rank fecal techniques. In this study, we compared the Mini-FLOTAC (sensitivity of 5 eggs per gram (EPG)/oocysts per gram (OPG)) and different averaged replicates of the modified McMaster techniques (sensitivity of 33.33 EPG/OPG) in 387 fecal samples from 10 herds of naturally infected North American bison in the Central Great Plains region of the USA. Both techniques were performed with fecal slurries homogenized in a fill-FLOTAC device. In the …

Blood Lead Levels Among Afghan Children In The United States, 2014-2016, Clelia Pezzi, Gayathri S. Kumar, Deborah Lee, Nuny Cabanting, Breanna Kawasaki, Lori Kennedy, Jenny Aguirre, Melissa Titus, Rebecca Ford, Blain Mamo, Kailey Urban, Stephen Hughes, Colleen Payton, Marc Altshuler, Jessica Montour, Emily S. Jentes

Department of Family & Community Medicine Faculty Papers

Lead poisoning disproportionately affects children and can result in permanent neurologic damage.1 Although blood lead levels (BLLs) declined among children in the United States over the past several decades, children resettling to the United States from other countries emerged as a population at risk for BLLs that are higher than the United States blood lead reference value of $5 mg/dL at the time of this analysis.2 Among children screened for lead shortly after resettlement, children from Afghanistan have a higher prevalence of BLLs $5 mg/dL compared with children from other countries,3,4 but timely sources of data available for analysis are …

Comparison Of Evaluations For Heart Transplant Before Durable Left Ventricular Assist Device And Subsequent Receipt Of Transplant At Transplant Vs Nontransplant Centers, Thomas M. Cascino, Jeffrey S. Mccullough, Xiaoting Wu, Michael J. Pienta, James W. Stewart, Robert B. Hawkins, Alexander A. Brescia, Ashraf Abou El Ala, Min Zhang, Pierre-Emmanuel Noly, Jonathan W. Haft, Jennifer A. Cowger, Monica Colvin, Keith D. Aaronson, Francis D. Pagani, Donald S. Likosky

Cardiology Articles

IMPORTANCE: In 2020, the Centers for Medicare & Medicaid Services revised its national coverage determination, removing the requirement to obtain review from a Medicare-approved heart transplant center to implant a durable left ventricular assist device (LVAD) for bridge-to-transplant (BTT) intent at an LVAD-only center. The association between center-level transplant availability and access to heart transplant, the gold-standard therapy for advanced heart failure (HF), is unknown.

OBJECTIVE: To investigate the association of center transplant availability with LVAD implant strategies and subsequent heart transplant following LVAD implant before the Centers for Medicare & Medicaid Services policy change.

DESIGN, SETTING, AND PARTICIPANTS: A …

Evaluation Of Clinical And Laboratory Characteristics And Factors Affecting Mortality In 500 Hospitalized Covid-19 Patients: A Retrospective Study, Petek Ş. Konya, Neşe Demirtürk, Derya Korkmaz, Havva Tünay, Elif Betül Koşar

Saudi Medical Journal

Objectives: To evaluate the clinical and laboratory characteristics of COVID-19 patients admitted to Afyonkarahisar Health Sciences University, Afyonkarahisar, Turkey, and to determine the factors affecting mortality. Methods: A total of 500 patients who were diagnosed with COVID-19 between 19th of March and 30th of September 2020 in Afyonkarahisar Health Sciences University, Faculty of Medicine, Pandemic Service, Afyonkarahisar, Turkey, were retrospectively investigated for this study. These individuals’ prognoses, demographic, clinical, laboratory, and radiological information were examined and recorded retrospectively. Comparisons were carried out between the characteristics of patients with a prognosis of death and those who recovered. Results: Of the 500 …

Why Do The Police Reject Counseling? An Examination Of Necessary Changes To Police Subculture. Necessary Changes To Police Subculture., Noel Otu, Ntiense E. Otu

Criminal Justice Faculty Publications

This paper reviews the concept of police subculture and examines its role in the management and acceptance of treatment for stress-related injury. In particular, we examine the impact of stigma that attaches to treatment within this subculture. The persistence of the dominant police subculture remains a significant obstacle to officers seeking treatment for stress-related illnesses. The subculture has historically resisted acknowledging the need for treatment in response to the occupational and/or organizational stress-related injury that results from frequent exposure to work-related trauma. Many police administrators are still embedded within and resist changes to the subculture, which results in an atmosphere …

Cancer Research Across Africa: A Comparative Bibliometric Analysis, Miriam Mutebi, Grant Lewison, Ajay Aggarwal, Olusegun Isaac Alatise, Christopher Booth, Miska Cira, Surbhi Grover, Ophira Ginsburg, Julie Gralow, Serine Gueye

General Surgery, East Africa

Introduction Research is a critical pillar in national cancer control planning. However, there is a dearth of evidence for countries to implement affordable strategies. The WHO and various Commissions have recommended developing stakeholder-based needs assessments based on objective data to generate evidence to inform national and regional prioritisation of cancer research needs and goals.

Methodology Bibliometric algorithms (macros) were developed and validated to assess cancer research outputs of all 54 African countries over a 12-year period (2009–2020). Subanalysis included collaboration patterns, site and domain-specific focus of research and understanding authorship dynamics by both position and sex. Detailed subanalysis was performed …

Individual Costs And Community Benefits: Collectivism And Individuals’ Compliance With Public Health Interventions, Suyi Leong, Kimin Eom, Keiko Ishii, Marion C. Aichberger, Karolina Fetz, Tim S. Müller, Heejung S. Kim, David K. Sherman

Research Collection School of Social Sciences

Differences in national responses to COVID-19 have been associated with the cultural value of collectivism. The present research builds on these findings by examining the relationship between collectivism at the individual level and adherence to public health recommendations to combat COVID-19 during the pre-vaccination stage of the pandemic, and examines different characteristics of collectivism (i.e., concern for community, trust in institutions, perceived social norms) as potential psychological mechanisms that could explain greater compliance. A study with a cross-section of American participants (N = 530) examined the relationship between collectivism and opting-in to digital contact tracing (DCT) and wearing face coverings …

The Acceptance Of Learning Management Systems By Higher Education Faculty In An Educational Landscape Influenced By A Global Pandemic, Stephen Mark Rektenwald

Electronic Theses and Dissertations

This quantitative study investigated the perceptions of higher education faculty with respect to their behavioral intentions to use learning management systems and the perceived effect of COVID-19 on those intentions. An online survey was administered through private Facebook groups to faculty in higher education and listservs focused on technology in higher education. The sample size initially included 137 participants but participants were reduced to 121 due to incomplete responses on some surveys or not meeting the selection criteria for the research. The theoretical framework for this research was the intersection of the technology acceptance model and digital transformations. The data …

Old Question With New Omicron Subvariant: Shall We Put The Masks Back On?, Shaodi Ma, Yuyan Wu, Yuemeng Jiang, Scott Lowe, Rachel Bentley, Mubashir Ayaz Ahmed, Chenyu Sun

Student Publications

No abstract provided.

A Case Report Of Concurrent Cryptococcal And Tuberculous Meningitis In An Immunosuppressed Renal Transplant Patient, Linda Barasa, Ahmed Sokwala, Felix Riunga, Dilraj Sokhi

Internal Medicine, East Africa

Infections after renal transplant are a common cause of morbidity and are commonly due to Cytomegalovirus (CMV), Cryptococcus, Mycobacterium tuberculosis, and Aspergillus. Concurrent infections with both cryptococcal and tuberculous aetiologies are rare within the central nervous system (CNS). We present a case of a 67-year-old male patient who presented with three weeks of headaches, confusion, unsteady gait, and seizures. He had type 2 diabetes mellitus and hypertension. He had a kidney transplant three years prior and was on three immunosuppressive agents. He was HIV-negative. He was evaluated and found to have cryptococcal meningitis and received appropriate treatment with liposomal amphotericin …

The Association Between Egocentric Sexual Networks And Sexual Meeting Venues With Prep Conversation And Encouragement For Use Among Latinx Men Who Have Sex With Men, Mariano Kanamori, Cho-Hee Shrader, Juan Flores-Arroyo, Ariana Johnson, Edda Rodriguez, Stephen Fallon, John Skvoretz, Victor Gonzalez, Susanne Doblecki-Lewis, Adam Carrico, Kayo Fujimoto, Mark Williams, Steven Safren

Faculty, Staff and Student Publications

Despite the increasing availability of pre-exposure prophylaxis (PrEP), Latinx men who have sex with men (LMSM) are not receiving PrEP-related information. To understand the influence of LMSM sexual networks on PrEP-related conversations and encouragement to use PrEP, this cross-sectional egocentric network study characterized the PrEP-related communication of 130 LMSM egos with 507 sexual partners (alters). Participants were recruited using respondent-driven sampling methods from a Miami-Dade County community-health organization. Egocentric-level data were collected from 2018-2019 and analyzed using multilevel modeling. Of egos, 30% reported using PrEP. Closeness between participants and sexual partners played a role in PrEP conversation and encouragement. Participants …

Caring For Patients Using Methamphetamines: An Interprofessional Collaborative Approach, Erinne Kennedy, Sarah E. Getch, Benjamin Grin, Russell D. Campillo, Linda C. Niessen

Faculty and Staff Publications

Methamphetamine use is increasing in the U.S. and in Missouri, as are the number of deaths associated with its use. Many systemic and mental health issues are associated with methamphetamine use or methamphetamine use disorder (MUD). Given the range of health issues associated with methamphetamine use or MUD, a collaborative approach to the care of patients can improve outcomes. This article provides an overview of a collaborative approach to caring for patients using or have used methamphetamine, from the perspective of the primary care, behavioral and dental clinician.

Evaluation Of The Effectiveness Of Uv-C Dose For Photoinactivation Of Sars-Cov-2 In Contaminated N95 Respirator, Surgical And Cotton Fabric Masks, Patrícia Metolina, Lilian Gomes De Oliveira, Bruno Ramos, Yan De Souza Angelo, Paola Minoprio, Antonio Carlos Silva Costa Teixeira

Faculty, Staff and Student Publications

As part of efforts to combat the Covid-19 pandemic and decrease the high transmissibility of the new coronavirus, SARS-CoV-2, effective inactivation strategies, such as UV-C decontamination technologies, can be reliably disseminated and well-studied. The present study investigated the susceptibility of a high viral load of SARS-CoV-2 in filtering facepiece respirators (FFR) N95, surgical mask, cotton fabric mask and N95 straps under three different doses of UV-C, applying both real-time PCR (qPCR) and plaque formation assays to quantify viral load reduction and virus infectivity, respectively. The results show that more than 95% of the amount of SARS-CoV-2 RNA could be reduced …

Lactic Acid Bacteria Isolated From Fresh Vegetable Products: Potential Probiotic And Postbiotic Characteristics Including Immunomodulatory Effects, Fatima Khaled Alameri

Theses

The ability to perform effectively in the gastrointestinal system (GIT) is one of the most significant criteria for selecting the best probiotic bacteria. Thus, the present study aimed to investigate the potential probiotic characteristics of some selected lactic acid bacteria (LAB) isolated from vegetable products. Probiotic characteristics included tolerance to acid and bile, cholesterol removing ability, bile salt hydrolysis, resistance against lysozyme and antibiotics, production of exopolysaccharides (EPS), antimicrobial and hemolytic activities, and cell surface characteristics (auto-aggregation, co-aggregation, and hydrophobicity). Out of 46 isolates, 17 isolates that exhibited remarkable survivability under gastrointestinal conditions were selected for further analysis. Almost all …

التأمین من المسؤولیة المدنیة الناجمة عن انتقال الأمراض المعدية (فایروس كورونا كمثال), موزة عبدالله النعیمي

Theses

No abstract provided.

Clinical Impact Of Ceftriaxone Resistance In Escherichia Coli Bloodstream Infections: A Multicenter Prospective Cohort Study, Pranita D Tamma, Lauren Komarow, Lizhao Ge, Julia Garcia-Diaz, Erica S Herc, Yohei Doi, Cesar A Arias, Owen Albin, Elie Saade, Loren G Miller, Jesse T Jacob, Michael J Satlin, Martin Krsak, W Charles Huskins, Sorabh Dhar, Samuel A Shelburne, Carol Hill, Keri R Baum, Minal Bhojani, Kerryl E Greenwood-Quaintance, Suzannah M Schmidt-Malan, Robin Patel, Scott R Evans, Henry F Chambers, Vance G Fowler, David Van Duin, Antibacterial Resistance Leadership Group

Faculty, Staff and Student Publications

Background

Ceftriaxone-resistant (CRO-R) Escherichia coli bloodstream infections (BSIs) are common.

Methods

This is a prospective cohort of patients with E coli BSI at 14 United States hospitals between November 2020 and April 2021. For each patient with a CRO-R E coli BSI enrolled, the next consecutive patient with a ceftriaxone-susceptible (CRO-S) E coli BSI was included. Primary outcome was desirability of outcome ranking (DOOR) at day 30, with 50% probability of worse outcomes in the CRO-R group as the null hypothesis. Inverse probability weighting (IPW) was used to reduce confounding.

Results

Notable differences between patients infected with CRO-R and CRO-S …

Factors Associated With Loss Of Motivation And Hesitation To Work Amongst Frontline Health Care Providers During The Covid-19 Pandemic: A Cross-Sectional Survey From A Developing Country, Mehreen Malik, Syeda Tayyaba Rehan, Farheen Malik, Jawad Ahmed, Chaudhary Abdul Fatir, Hassan Ul Hussain, Asiyah Aman, Muhammad Junaid Tahir

Department of Anaesthesia

Background: The COVID-19 took over the world in 2020 and a lockdown has been imposed seeing its fast spread. Frontline health care workers (HCWs) were reported frequently with a lack of motivation, hesitancy and unwillingness to perform their duties during this pandemic. This cross-sectional survey aims to evaluate the factors associated with lack of motivation and increased hesitancy among the frontline HCWs to perform their duties during COVID-19 pandemic.
Materials and methods: A total of 239 HCWs were included in this web-based cross-sectional study, who have worked during the COVID-19 pandemic. The anonymous online questionnaire was sent to all faculty, …

Safety Of Simultaneous Bilateral Intravitreal Versus Unilateral Anti-Vasculo-Endothelial Growth Factors Injection In An Operating Room Setting, Irfan Kabiruddin Jeeva, Sidra Masud, Rehman Siddiqui, Hadees Murad Fahad

Department of Ophthalmology & Visual Sciences

Objectives: Chorioretinal diseases requiring the use of anti-vascular endothelial growth (anti-VEGF) injections often occur in both eyes simultaneously. This can necessitate injecting both eyes together rather than one eye at a time. The purpose of the study was to determine whether simultaneous bilateral intravitreal injections of anti-VEGF agents are safe when administered in an operation theatre setting.
Methods: Retrospective review of data was conducted. Single center study conducted in a tertiary care hospital in Karachi Pakistan. Approximately 30,000 eyes that received anti-VEGF injection during a 10-year study period were included (March 2008-February 2018). Patients who were lost to follow up …

Infertility Characterization, Factors Associated With Primary Infertility, And Seroprevalence Of Genital Infections: A Cross-Sectional Survey In Abu Dhabi, United Arab Emirates, Noor Motea Abdo

Dissertations

Worldwide, infertility affects 8%–10% of couples and it could be primary or secondary. In the United Arab Emirates (UAE), one in every six couples are facing difficulties in conceiving. However, there is a noticeable lack of epidemiological studies and empirical data characterizing populations seeking infertility treatment in the UAE. Therefore, to inform health policy planning, evidence-based data is required to understand the most common type of infertility and the burden of exposure to genital pathogens. To characterize fertility-treatment-seeking patients, investigate factors associated with primary infertility, and to estimate the seroprevalence of six pathogens known to be transmitted genitally and associated …

“Everything…Fell Apart Once Covid-19 Hit”—Leveraging The Covid-19 Response To Strengthen Public Health Activities Toward Ending The Hiv Epidemic: A Qualitative Study, Samantha A. Devlin, Moctezuma Garcia, Kayo Fujimoto, Camden Hallmark, Marlene Mcneese, John Schneider, Moira C. Mcnulty

Faculty Research, Scholarly, and Creative Activity

COVID-19 caused widespread disruption of activities for Ending the HIV Epidemic (EHE). In this study we assessed public health perspectives on leveraging the COVID-19 response to advance the goals of EHE. We conducted a qualitative study with 33 public health partners in the Midwestern and Southern United States from October 2020 to February 2022. Participants were asked how the strategies developed for COVID-19 could be applied to the HIV epidemic. Interviews were recorded, transcribed, and examined using rapid qualitative analysis. Four themes emerged: (1) Rebuilding teams and adapting culture for success in EHE activities; (2) Recognizing and modernizing the role …

Sunshine Laws Behind The Clouds: Limited Transparency In A Time Of National Emergency, Ira P. Robbins

Scholarly Articles in Law Reviews & Journals

The COVID-19 pandemic dramatically changed the way citizens lived their lives, businesses operated, and governments functioned. With most people forced to stay home, the pandemic also disrupted how people received their news and other essential information. Public records and public meetings had to adapt to face the growing challenges in a locked-down world. While some governmental bodies were able to keep up with the threat that COVID-19 posed against transparency, others either failed to acclimate to the new normal or actively took advantage of the circumstances to limit how much the public knew not only about the crisis, but about …

A Comparative Analysis Of Anti-Vax Discourse On Twitter Before And After Covid-19 Onset, Tareq Nasralah, Ahmed El Noshokaty, Omar El-Gayar, Mohammad A. Al-Ramahi, Abdullah Wahbeh

Computer Information Systems Faculty Publications (Archived)

This study aimed to identify and assess the prevalence of vaccine-hesitancy-related topics on Twitter in the periods before and after the Coronavirus Disease 2019 (COVID-19) outbreak. Using a search query, 272,780 tweets associated with anti-vaccine topics and posted between 1 January 2011, and 15 January 2021, were collected. The tweets were classified into a list of 11 topics and analyzed for trends during the periods before and after the onset of COVID-19. Since the beginning of COVID-19, the percentage of anti-vaccine tweets has increased for two topics, “government and politics” and “conspiracy theories,” and decreased for “developmental disabilities.” Compared to …

The Impact Of Covid-19 Shocks On Business And Gdp Of Global Economy, Reza Gharoie Ahangar, Myungsup Kim

American Business Review

This study examines the relationship between COVID-19 shocks and GDP loss of different countries worldwide based on the seven scenarios of the epidemiological DSGE/CGE model of [McKibbin, W., & Fernando, R. (2020). The Global Macroeconomic Impacts of COVID-19: Seven Scenarios. Asian Economic Papers, 20(2): 1-30, MIT Press]. We implemented a panel data approach for 24 cross-sectional units with three periods and a general regression neural network. The economic and financial shocks consist of labor supply, equity risk premium, consumption demand, and government expenditure. The findings show that the consumption demand and equity risk premium shocks on GDP are more influential …