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A Novel Methodology To Identify The Primary Topics Contained Within The Covid-19 Research Corpus, Allen Crane, Brock Freidrich, William Fehlman, Igor Frolow, Daniel W. Engels Aug 2020

A Novel Methodology To Identify The Primary Topics Contained Within The Covid-19 Research Corpus, Allen Crane, Brock Freidrich, William Fehlman, Igor Frolow, Daniel W. Engels

SMU Data Science Review

In this paper, we present a novel framework and system for the identification of primary research topics from within a corpus of related publications, the classification of individual publications according to these topics, and the results of the application of our framework and system to the COVID-19 Open Research Dataset (CORD-19). CORD-19 is a corpus of published peer reviewed and pre-peer reviewed articles related to the coronavirus that causes COVID-19. Using machine learning techniques, such as Non-negative Matrix Factorization for Natural Language Processing and a Bayesian classifier, we developed a novel framework and system that automatically extracts sparse and meaningful …


The Incidence Of Common Respiratory Viruses During The Covid-19 Pandemic: Results From The Louisville Covid-19 Epidemiology Study, Brian C. Bohn Pharmd, Bcidp, Ashley M. Wilde Pharmd, Bcps-Aq Id, Sarah E. Moore Pharmd, Matthew Song Pharmd, Bcidp, Clayton J. Patross Pharmd, Bcps, Alan D. Junkins Phd, D(Abmm), Paul Schulz Md, Julio A. Ramirez Md Facp Aug 2020

The Incidence Of Common Respiratory Viruses During The Covid-19 Pandemic: Results From The Louisville Covid-19 Epidemiology Study, Brian C. Bohn Pharmd, Bcidp, Ashley M. Wilde Pharmd, Bcps-Aq Id, Sarah E. Moore Pharmd, Matthew Song Pharmd, Bcidp, Clayton J. Patross Pharmd, Bcps, Alan D. Junkins Phd, D(Abmm), Paul Schulz Md, Julio A. Ramirez Md Facp

The University of Louisville Journal of Respiratory Infections

Introduction: Social distancing has been utilized during the COVID-19 pandemic to reduce the spread of SARS-CoV-2; it is also expected to reduce the spread of common respiratory viruses.

Methods: This retrospective, descriptive study assessed the rate of positivity of common respiratory viruses from a commercially available respiratory pathogen panel across a five-hospital health system during four-week periods within March to April of 2019 and 2020.

Results: During the four-week period in 2019, the percent positivity of common respiratory viruses from week 1 to week 4 decreased from 6 to 32% among the four included viruses. In the comparator period in …


Ua12/2/1 College Heights Herald, Vol. 96, No. 1, Wku Student Affairs Aug 2020

Ua12/2/1 College Heights Herald, Vol. 96, No. 1, Wku Student Affairs

WKU Administration Documents

WKU campus newspaper reporting campus, athletic and Bowling Green, Kentucky news. This issue contains articles:

  • Rash, Liza. Math Department Head Makes a Shocking Model Regarding Potential Campus COVID-19 Death Rate
  • Bertucci, Leo. WKU Introduces COVID-19 Testing to Campus Community
  • Marshall, Olivia. How Students Can Navigate Campus Facilities This Semester
  • Bunton, Gabrielle. Campus Organizations Prepare to Engage Students Amid COVID Restrictions
  • Deppen, Laurel. On-campus Students Who Contract COVID to be Moved to New Location to Quarantine
  • Stack, Madalyn. Editorial Cartoon re: Social Distancing
  • College of Health & Human Services Should Have Been More Involved in Restart Committee
  • Deppen, Laurel. From the …


Mathematical Sciences Newsletter, Georgia Southern University Aug 2020

Mathematical Sciences Newsletter, Georgia Southern University

Mathematical Sciences News (2007-2021)

  • Upcoming Department Happenings
  • Problem of the Week
  • Join our Putnam Team
  • Eagle Problem Solvers & Logo Design Competition
  • Mathematics is Everywhere: Careers for Mathematical Scientists

  • Math in the News: Researchers show mathematically how to best reopen your business after lockdown

  • Mathematician of the Week


The George-Anne, Georgia Southern University Aug 2020

The George-Anne, Georgia Southern University

The George-Anne

  • The Five Months We've Been Away
  • Campus Life
  • What about masks?
  • "Operation Move In" amidst a pandemic
  • 190 Georgia Southern Faculty Signed A Petition to Re-evaluate In-Person Classes
  • How to Use the RAC
  • Dealing with grief during COVID-19: Advice from a professional
  • Face Coverings now required in Statesboro public spaces
  • Black Lives Matter
  • Georgia Southern Student's Chi Omega Membership Revoked
  • Defaced Safe Space sign found on campus
  • TaJuan Wilson, Ed.D is ready to listen and learn
  • Georgia Southern plans to phase out recreational therapy program
  • Robots are now roaming the Statesboro campus
  • Marrero talks back-to-school in an exclusive interview
  • Remembering …


The Effects Of Covid-19 Preoccupation On Business Activity: A Bounded Rationality Perspective, James White Aug 2020

The Effects Of Covid-19 Preoccupation On Business Activity: A Bounded Rationality Perspective, James White

Undergraduate Honors Theses

Using the unique conditions afforded by the global pandemic, we examine Simon’s influential 1947 Bounded-rationality theory with empirical data. We attempt to correlate a shift in attention with a decrease in routine organizational activity. Using a relative measure for interest in COVID-19 topic prevalence from Google Trends and sales activity from a diverse sample of business to business companies. Our results support Simon’s theory. We found a moderate relationship between routine activity and a global shift in attention. Furthermore, the data highlight a possible theoretical threshold necessary for an event to cause divergence.


Effect Of Covid-19 Pandemic On The Cardiac Outpatients’ Perception Of Seeking Medical Advice, Sondos Samargandy, Turki A. Al Garni, Abdulrahman Almoghairi, Mohammed Alahmari, Bandar Alshehri, Mohammed Mosaad, Jamal Ahmed, Hussein Alamri, Shaza Samargandy Aug 2020

Effect Of Covid-19 Pandemic On The Cardiac Outpatients’ Perception Of Seeking Medical Advice, Sondos Samargandy, Turki A. Al Garni, Abdulrahman Almoghairi, Mohammed Alahmari, Bandar Alshehri, Mohammed Mosaad, Jamal Ahmed, Hussein Alamri, Shaza Samargandy

Journal of the Saudi Heart Association

Background:

During this unprecedented time of COVID-19 pandemic, it was noticed a decline in cardiovascular cases presentation to the Emergency rooms in many countries, raising many speculations about the reasons and its ramifications?

Objectives:

1-Identify the reasons during this pandemic that refrain patients from seeking medical care and its impact on stress level and medication adherence.

2- emphasize the new role of virtual medicine.

Methods:

A quantitative descriptive cross-section survey study of 388 patients. It has been done in the cardiac outpatient department and conducted virtually through telemedicine.

Results:

Despite this pandemic and its consensuses, the majority of cardiac outpatients …


Wellness Review 2020, Part 1, Jacob Shreffler, Brian A. Ferguson, Martin Huecker Aug 2020

Wellness Review 2020, Part 1, Jacob Shreffler, Brian A. Ferguson, Martin Huecker

Journal of Wellness

Introduction: Welcome to Part 1 of the bi-annual Journal of Wellness review of 2020 wellness literature (January – June). In this review, JWellness editors continue the goal of bringing a cohesive awareness of recent publications within the wellness domain, encompassing wellness leaders from all disciplines in healthcare. We provide insight into unique perspectives and new science published outside of JWellness, dealing with burnout prevention and wellness initiative implementation.

Methods: PubMed was searched for empirical research studies, review articles, and editorials using keywords such as “wellness,” “well-being,” “burnout” and “healthcare professionals.” We have included 26 articles in this review.

Literature in …


Artificial Intelligence For Rapid Meta-Analysis: Case Study On Ocular Toxicity Of Hydroxychloroquine., Matthew Michelson, Tiffany Chow, Neil A Martin, Mike Ross, Amelia Tee Qiao Ying, Steven Minton Aug 2020

Artificial Intelligence For Rapid Meta-Analysis: Case Study On Ocular Toxicity Of Hydroxychloroquine., Matthew Michelson, Tiffany Chow, Neil A Martin, Mike Ross, Amelia Tee Qiao Ying, Steven Minton

Articles, Abstracts, and Reports

BACKGROUND: Rapid access to evidence is crucial in times of an evolving clinical crisis. To that end, we propose a novel approach to answer clinical queries, termed rapid meta-analysis (RMA). Unlike traditional meta-analysis, RMA balances a quick time to production with reasonable data quality assurances, leveraging artificial intelligence (AI) to strike this balance.

OBJECTIVE: We aimed to evaluate whether RMA can generate meaningful clinical insights, but crucially, in a much faster processing time than traditional meta-analysis, using a relevant, real-world example.

METHODS: The development of our RMA approach was motivated by a currently relevant clinical question: is ocular toxicity and …


The Impact Of The Covid-19 Pandemic On Labor Market Conditions In Nevada: A Preliminary Assessment, John P. Tuman Aug 2020

The Impact Of The Covid-19 Pandemic On Labor Market Conditions In Nevada: A Preliminary Assessment, John P. Tuman

Political Science Faculty Research

This study provides a preliminary assessment of the impact of the pandemic on labor market conditions in Nevada. The analysis applies a locally weighted regression method (Lowess curve fitting) to time‐series data on weekly initial and continuing unemployment claims. Other measures of labor market outcomes are also included in the analysis. The findings suggest that while baseline conditions were relatively stable, the pandemic has generated an increase in unemployment in Nevada, and a steep rise in the number of unemployed workers covered by unemployment insurance. However, the largest growth in initial weekly unemployment claims may have already occurred. In addition, …


Predictors Of Social Distancing And Mask-Wearing Behavior: Panel Survey In Seven U.S. States, Plamen Nikolov, Andreas Pape, Ozlem Tonguc, Charlotte Williams Aug 2020

Predictors Of Social Distancing And Mask-Wearing Behavior: Panel Survey In Seven U.S. States, Plamen Nikolov, Andreas Pape, Ozlem Tonguc, Charlotte Williams

Economics Faculty Scholarship

This paper presents preliminary summary results from a longitudinal study of participants in seven U.S. states during the COVID-19 pandemic. In addition to standard socio-economic characteristics, we collect data on various economic preference parameters: time, risk, and social preferences, and risk perception biases. We pay special attention to predictors that are both important drivers of social distancing and are potentially malleable and susceptible to policy levers. We note three important findings: (1) demographic characteristics exert the largest influence on social distancing measures and mask-wearing, (2) we show that individual risk perception and cognitive biases exert a critical role in influencing …


Stay Calm And Focus On The Learning Outcomes: Tools For Taking Biophysical Chemistry Online, Maria Ballester, Brian L. Van Hoozen Jr., Arthur Sikora Aug 2020

Stay Calm And Focus On The Learning Outcomes: Tools For Taking Biophysical Chemistry Online, Maria Ballester, Brian L. Van Hoozen Jr., Arthur Sikora

Chemistry and Physics Faculty Articles

Course specific learning outcomes are an important tool to define the scope of a course and can be very helpful when designing experiments and assessments. With slight modification, these learning outcomes can serve as a guide when transitioning to the distance learning format especially in courses with a traditional lab. Here we present such an example for the biophysical chemistry course.


The Pandemic Need For Mindfulness, Audrey C. Tolouian, Melissa Wholeben Aug 2020

The Pandemic Need For Mindfulness, Audrey C. Tolouian, Melissa Wholeben

Nursing Faculty Publications

In a trauma facility, it is important that there be training for the healthcare providers that gives them tools to manage their internal reactions to the day-to-day events, as well as create a safe space and encourage a sense of community. For healthcare workers in high-trauma areas- such as the new COVID-19 units, post-traumatic stress syndrome (PTSD) has been on the rise, in 2011, 14% of nurses were diagnosed, in 2019 an estimated 40% of nurses suffer from the disorder. With the small amount of 18% of nurses feeling they are prepared with proficient self-care skills to manage the effects …


Part Ii. High-Dose Methotrexate With Leucovorin Rescue For Severe Covid-19: An Immune Stabilization Strategy For Sars-Cov-2 Induced 'Panic' Attack, Elliot M. Frohman, Nicole R. Villemarette-Pittman, Roberto A. Cruz, Reid Longmuir, Vernon Rowe, Elizabeth S. Rowe, Thomas C. Varkey, Lawrence Steinman, Scott S. Zamvil, Teresa C. Frohman Aug 2020

Part Ii. High-Dose Methotrexate With Leucovorin Rescue For Severe Covid-19: An Immune Stabilization Strategy For Sars-Cov-2 Induced 'Panic' Attack, Elliot M. Frohman, Nicole R. Villemarette-Pittman, Roberto A. Cruz, Reid Longmuir, Vernon Rowe, Elizabeth S. Rowe, Thomas C. Varkey, Lawrence Steinman, Scott S. Zamvil, Teresa C. Frohman

School of Medicine Publications

Here, in Part II of a duology on the characterization and potential treatment for COVID-19, we characterize the application of an innovative treatment regimen for the prevention of the transition from mild to severe COVID-19, as well as detail an intensive immunotherapy intervention hypothesis. We propose as a putative randomized controlled trial that high-dose methotrexate with leucovorin (HDMTX-LR) rescue can abolish 'PANIC', thereby 'left-shifting' severe COVID-19 patients to the group majority of those infected with SARS-CoV-2, who are designated as having mild, even asymptomatic, disease. HDMTX-LR is endowed with broadly pleiotropic properties and is a repurposed, generic, inexpensive, and widely …


Part I. Sars-Cov-2 Triggered 'Panic' Attack In Severe Covid-19, Elliot M. Frohman, Nicole R. Villemarette-Pittman, Esther Melamed, Roberto A. Cruz, Reid Longmuir, Thomas C. Varkey, Lawrence Steinman, Scott S. Zamvil, Teresa C. Frohman Aug 2020

Part I. Sars-Cov-2 Triggered 'Panic' Attack In Severe Covid-19, Elliot M. Frohman, Nicole R. Villemarette-Pittman, Esther Melamed, Roberto A. Cruz, Reid Longmuir, Thomas C. Varkey, Lawrence Steinman, Scott S. Zamvil, Teresa C. Frohman

School of Medicine Publications

The coronavirus disease 2019 (COVID-19) pandemic has produced a world-wide collapse of social and economic infrastructure, as well as constrained our freedom of movement. This respiratory tract infection is nefarious in how it targets the most distal and highly vulnerable aspect of the human bronchopulmonary tree, specifically, the delicate yet irreplaceable alveoli that are responsible for the loading of oxygen upon red cell hemoglobin for use by all of the body's tissues.

In most symptomatic individuals, the disease is a mild immune-mediated syndrome, with limited damage to the lung tissues. About 20% of those affected experience a disease course characterized …


Are Universities Using The Right Assessment Tools During The Pandemic And Crisis Times?, Mohanad Halaweh Aug 2020

Are Universities Using The Right Assessment Tools During The Pandemic And Crisis Times?, Mohanad Halaweh

Higher Learning Research Communications

All industries have been affected by the COVID-19 pandemic and have worked to develop alternative strategies and actions to survive and continue business operations; the education sector is no exception. University administrators and instructors have faced challenges in finding the appropriate mechanisms to manage the final examination process. This essay suggests that project-based learning (PBL) assessment could be an effective alternative to online examinations. It advocates the adoption of PBL by highlighting the challenges/pitfalls associated with online exams supported by proctoring software tools.


Ask Me Anything: Covid Questions., Jamie Hunsicker Aug 2020

Ask Me Anything: Covid Questions., Jamie Hunsicker

Nursing Faculty Scholarship

No abstract provided.


Parameters Autumn: 2020, Usawc Parameters Aug 2020

Parameters Autumn: 2020, Usawc Parameters

The US Army War College Quarterly: Parameters

No abstract provided.


The Covid-19 Enemy Is Still Advancing, Ryan J. Scott, Odelle J. Means, Patricia M. Shields Aug 2020

The Covid-19 Enemy Is Still Advancing, Ryan J. Scott, Odelle J. Means, Patricia M. Shields

The US Army War College Quarterly: Parameters

The US military has a historical precedence for dealing with a pandemic while simultaneously conducting large-scale combat operations. Two twentieth-century examples assess the extent to which the military adapted operations following an influenza outbreak, and make clear military and civilian leaders must balance strategic objectives when facing threat multipliers such as COVID-19.


Enduring Information Vigilance: Government After Covid-19, Nina Jankowicz, Henry Collis Aug 2020

Enduring Information Vigilance: Government After Covid-19, Nina Jankowicz, Henry Collis

The US Army War College Quarterly: Parameters

The framework of Enduring Information Vigilance will help ally and partner governments deny advantages adversaries gain through their use of information operations in our new global perpetual information environment. This approach recognizes the persistent threat, unifies responses within and between governments, and resolves societal fissures toward a more global democratic information environment.


Understanding Covid-19: From Origin To Potential Therapeutics, Muhammad Moazzam, Muhammad Imran Sajid, Hamza Shahid, Jahanzaib Butt, Irfan Bashir, Muhammad Jamshaid, Amir Nasrolahi Shirazi, Rakesh Kumar Tiwari Aug 2020

Understanding Covid-19: From Origin To Potential Therapeutics, Muhammad Moazzam, Muhammad Imran Sajid, Hamza Shahid, Jahanzaib Butt, Irfan Bashir, Muhammad Jamshaid, Amir Nasrolahi Shirazi, Rakesh Kumar Tiwari

Pharmacy Faculty Articles and Research

Currently, a global pandemic era of public health concerns is going on with the Coronavirus Disease 2019 (COVID-19), which is caused by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). The first case of COVID-19 was reported from Wuhan’s Huanan seafood market in China late December 2019. Bats, pangolins, and snakes have been nominated as salient carriers of the virus. Thanks to its high pathogenicity, it can cause severe respiratory infections. Fever, dry cough, sore throat, pneumonia, septic shock, and ground-glass opacities are the foremost clinical manifestations of COVID-19. Immunocompromised patients are at high risk for COVID-19 infection and may lead to …


Needs Assessment: A Food Pharmacy During The Covid-19 Pandemic, Genesis Talavera Aug 2020

Needs Assessment: A Food Pharmacy During The Covid-19 Pandemic, Genesis Talavera

Master's Projects and Capstones

Introduction

The needs assessment report discusses the effects of COVID-19 (Coronavirus) pandemic on a low-income Hispanic/Latino population specifically for diabetic patients seeking food pharmacy services at a non-profit clinic in San Mateo County. Nutrition is an essential aspect of diabetes management, which can be challenging to obtain among low-income populations. The COVID-19 pandemic has caused additional challenges among the general population, making it more challenging for the diabetic low-income population. This project was undertaken to identify the effects COVID-19 has on the food pharmacy patients.

Methods

The needs assessment consisted of eleven in-depth interviews done in six week period. A …


Pandemic Planning, Dwight Merriam Aug 2020

Pandemic Planning, Dwight Merriam

Journal of Comparative Urban Law and Policy

No abstract provided.


The Professional And Personal Impact Of The Coronavirus Pandemic On Us Neurointerventional Practices: A Nationwide Survey, Kyle M. Fargen, Thabele M. Leslie-Mazwi, Richard P. Klucznik, Stacey Q. Wolfe, Patrick Brown, Sameer A. Ansari, Guilherme Dabus, Alejandro M. Spiotta, Maxim Mokin, Ameer E. Hassan Aug 2020

The Professional And Personal Impact Of The Coronavirus Pandemic On Us Neurointerventional Practices: A Nationwide Survey, Kyle M. Fargen, Thabele M. Leslie-Mazwi, Richard P. Klucznik, Stacey Q. Wolfe, Patrick Brown, Sameer A. Ansari, Guilherme Dabus, Alejandro M. Spiotta, Maxim Mokin, Ameer E. Hassan

School of Medicine Publications

Background Little is currently known about the effects of the coronavirus (COVID-19) pandemic on neurointerventional (NI) procedural volumes or its toll on physician wellness.

Methods A 37-question online survey was designed and distributed to physician members of three NI physician organizations.

Results A total of 151 individual survey responses were obtained. Reduced mechanical thrombectomy procedures compared with pre-pandemic were observed with 32% reporting a greater than 50% reduction in thrombectomy volumes. In concert with most (76%) reporting at least a 25% reduction in non-mechanical thrombectomy urgent NI procedures and a nearly unanimous (96%) cessation of non-urgent elective cases, 68% of …


Covid-19 Pandemic Disease: A Bibliometric Study, Dr. Jayaprakash G. Hugar, Dr.M.M.Bachalapur, Dr.Prasanna Kumara Aug 2020

Covid-19 Pandemic Disease: A Bibliometric Study, Dr. Jayaprakash G. Hugar, Dr.M.M.Bachalapur, Dr.Prasanna Kumara

Library Philosophy and Practice (e-journal)

Background: Novel coronavirus disease (COVID-19) was initially detected in China a short time ago, and ultimately developed a most important global health nervousness due to its nature and extensive spreading everywhere in this world. Despite a rising awareness in COVID-19 among the people, little is understood about the present state of data on COVID-19, which may describe what proportion is understood about this difficulty. This bibliometric analysis assessed the present-day scientific information to measure the growth of literature available on COVID-19, recognise the leading research stakeholders, and explore the same.

Methods: Bibliometric records on Coronavirus Disease – 19 reported studies …


Previous And Active Tuberculosis Increases Risk Of Death And Prolongs Recovery In Patients With Covid-19, Karla Therese L. Sy, Nel Jason L. Haw, Jhanna Uy Aug 2020

Previous And Active Tuberculosis Increases Risk Of Death And Prolongs Recovery In Patients With Covid-19, Karla Therese L. Sy, Nel Jason L. Haw, Jhanna Uy

Health Sciences Faculty Publications

Background: There is a growing literature on the association of SARS-CoV-2 and other chronic conditions, such as noncommunicable diseases. However, little is known about the impact of coinfection with tuberculosis. We aimed to compare the risk of death and recovery, as well as time-to-death and time-to-recovery, in COVID-19 patients with and without tuberculosis.

Methods: We created a 4:1 propensity score matched sample of COVID-19 patients without and with tuberculosis, using COVID-19 surveillance data in the Philippines. We conducted a longitudinal cohort analysis of matched COVID-19 patients as of May 17, 2020, following them until June 15, 2020. The …


Particulate Matter Pollution And Its Effect On Covid-19, Aída Fica Conejeros Aug 2020

Particulate Matter Pollution And Its Effect On Covid-19, Aída Fica Conejeros

International Programs

Growing research supports the significant effects of particulate matter on COVID-19. This air pollutant has been identified before as responsible for serious respiratory diseases. Studies on the differences in high and low polluted cities confirmed that COVID-19 not only correlates to the number of infections but also, increases of 1 ��g/m3 can cause a mortality rate to rise by 8% and the hospital admissions by 4.4%. However, laboratory studies are still needed to support these findings.


The Importance Of Net.Art Legacy And The Right To Communicate, Anton Makarevych Aug 2020

The Importance Of Net.Art Legacy And The Right To Communicate, Anton Makarevych

International Programs

No abstract provided.


Covid-19 Survey In The Municipality Of Anchorage, July 16-18: Highlights, Gabriel Garcia, Joy Mapaye, Rebecca Van Wyck, Katie Cueva, Elizabeth Snyder, Jennifer Meyer, Jenny Miller, Thomas Hennessy Aug 2020

Covid-19 Survey In The Municipality Of Anchorage, July 16-18: Highlights, Gabriel Garcia, Joy Mapaye, Rebecca Van Wyck, Katie Cueva, Elizabeth Snyder, Jennifer Meyer, Jenny Miller, Thomas Hennessy

Reports

A population-based cell phone survey on COVID-19 was conducted among Anchorage residents (N = 600) from July 16 to July 18, 2020. This was the second population-based cell phone survey conducted in the Municipality on COVID-19; the first one (N = 996) was conducted May 6-10, 2020. Between the first and second population-based cell phone surveys, four online surveys were conducted every two weeks with a panel of respondents from the first cell-phone survey. In total, six surveys have been done in Anchorage so far. Key findings from the most recent survey are as follows:  Most of the respondents …


Child Development Accounts Improve Parenting Practices, Particularly For Financially Vulnerable Families, Jin Huang Aug 2020

Child Development Accounts Improve Parenting Practices, Particularly For Financially Vulnerable Families, Jin Huang

Center for Social Development Research

Parenting practices, such as parental involvement and discipline, define parent–child interactions and influence child functioning. Child Development Accounts may have positive impacts on parenting practices by increasing parents’ perceived levels of economic safety, enhancing their optimism regarding the long-term development of their child, and improving parents’ mental health. This research brief synthesizes findings of the CDA effects on parenting practices from three research studies in the SEED for Oklahoma Kids experiment.

Findings show that the SEED OK CDA has significantly reduced mothers’ punitive parenting practices, and also increased positive parenting practices among mothers in financially vulnerable families. The size of …