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2022

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Articles 91 - 120 of 372

Full-Text Articles in Health Services Research

The Effect Of Health Promotion Program On Perceived Self-Efficacy And Self-Care Practices Among Elderly With Multimorbidity In Chiang Mai, Thailand, Jukkrit Wungrath, Nuttida Khumai, Phinphot Phrommasen Aug 2022

The Effect Of Health Promotion Program On Perceived Self-Efficacy And Self-Care Practices Among Elderly With Multimorbidity In Chiang Mai, Thailand, Jukkrit Wungrath, Nuttida Khumai, Phinphot Phrommasen

Kesmas

Multimorbidity in the elderly is a major public health issue with serious consequences. This study investigated the effects of health promotion programs on perceived self-efficacy and self-care practices among the elderly with multimorbidity using a quasi-experimental study design from February to July 2021. The study samples were the elderly from Doi Saket District, Chiang Mai Province, Thailand, selected by a multistage random sampling technique. The experimental and control groups each comprised 40 elderlies with multimorbidity. All elderly participants took part in a 12-week health promotion program. The perceived self-efficacy and self-care practices of the study samples were assessed using interviews, …


Predictors Of Anxiety Toward Covid-19 Delta Variant: A Cross- Sectional Study Among Healthcare Providers In Java And Bali, Indonesia, I Ketut Swarjana, I Gede Putu Darma Suyasa, I Kadek Nuryanto Aug 2022

Predictors Of Anxiety Toward Covid-19 Delta Variant: A Cross- Sectional Study Among Healthcare Providers In Java And Bali, Indonesia, I Ketut Swarjana, I Gede Putu Darma Suyasa, I Kadek Nuryanto

Kesmas

Health facilities are experiencing overcapacity, oxygen scarcity, and a limited number of healthcare providers due to the coronavirus disease 2019 (COVID-19), thus impacted on anxiety. This study aimed to determine predictors of anxiety among healthcare providers toward the Delta variant of COVID-19 in Indonesia. A cross-sectional study was conducted with 371 healthcare providers in Java and Bali Islands, and the snowball sampling technique was used. Data were collected using a questionnaire and distributed through social media (WhatsApp), then analyzed using univariate analysis, bivariate analysis (Chi-square test), and multivariate analysis (multiple logistic regression). The results showed that 81 (21.8%) respondents experienced …


Perspectives On Reproductive Health Education Among Javanese Parents, Bagoes Widjanarko, Ratih Indraswari, Aditya Kusumawati, Novia Handayani Aug 2022

Perspectives On Reproductive Health Education Among Javanese Parents, Bagoes Widjanarko, Ratih Indraswari, Aditya Kusumawati, Novia Handayani

Kesmas

This study aimed to investigate the perspectives of reproductive health education among Javanese parents of children aged 9-11 years. This cross-sectional study was conducted with 12,306 parents in Semarang City, Central Java Province, Indonesia, using a purposive sampling technique. Some parents agreed that reproductive health education at home was unnecessary (29.5%), taboo (45%), difficult (73.1%), and awkward (41.5%). Most parents (72.7%) were not transparent in providing reproductive health information to their children by using other terms to name the genitals, considering the politeness aspect. Good practices of providing reproductive health information are slightly more common in mothers (54.2%), unemployed parents …


Spatial Analysis Of Seven Islands In Indonesia To Determine Stunting Hotspots, Tiopan Sipahutar, Tris Eryando, Meiwita Budiharsana Aug 2022

Spatial Analysis Of Seven Islands In Indonesia To Determine Stunting Hotspots, Tiopan Sipahutar, Tris Eryando, Meiwita Budiharsana

Kesmas

Indonesia is a vast country struggling to reduce its stunting prevalence. Hence, identifying priority areas is urgent. In determining areas to prioritize, one needs to consider geographical issues, particularly correlations among areas. This study aimed to discover whether stunting prevalence in Indonesia occurs randomly or in clusters; and, if it occurs in clusters, which areas are the hotspots. This ecological study used aggregate data from the 2018 National Basic Health Research and Poverty Data and Information Report from the Statistics Indonesia. This study analyzed 514 districts/cities across 34 provinces on seven main islands in Indonesia. The method used was the …


Cross-Sectional Study On Overweight And Obesity Associated With Fast-Food Consumption In Bangladesh, Farhana Sultana, Shafayet Ahmed Siddiqui, Md. Ashraful Islam, Mohammad Hamid Al Muktadir, Md. Shalahuddin Millat, Muhammed Mohibul Islam, Abu Montakim Tareq, Nahida Afroz, Mahabuba Rahman, Mohammad Nurul Amin, Talha Bin Emran Aug 2022

Cross-Sectional Study On Overweight And Obesity Associated With Fast-Food Consumption In Bangladesh, Farhana Sultana, Shafayet Ahmed Siddiqui, Md. Ashraful Islam, Mohammad Hamid Al Muktadir, Md. Shalahuddin Millat, Muhammed Mohibul Islam, Abu Montakim Tareq, Nahida Afroz, Mahabuba Rahman, Mohammad Nurul Amin, Talha Bin Emran

Makara Journal of Health Research

Background: This study aimed to investigate the risk factors and status of fast-food consumption among students in Bangladesh.

Methods: This cross-sectional study was conducted from March to November 2020. A total of 654 samples were collected from several schools, colleges, and universities during this study period.

Results: About 60.1% and 39.9% of the students were male and female, respectively. Of the students, 53.1% considered fast food as unhealthy (p < 0.001), but only 47.7% were leading a sedentary lifestyle. A significant outcome of overweight and pre-obesity was observed for student institutions, consumption frequency, daily fast-food consumption, and sedentary lifestyle (p < 0.001). In addition, positive association was observed for fast-food consumption more than three times and less than three times per week (OR and 95% CI: 11.13 [7.52–16.47], p < 0.001), higher social class and lower class (OR and 95% CI: 2.18 [1.31–3.62], p = 0.003), fast food preference and other foods (OR and 95% CI: 1.55 [1.11–2.15], p = 0.009), and sedentary and heavily active lifestyle (OR …


“High Spending, Poor Productivity Gains!” Assessing Public Health System (In)Efficiency And Hospital Performance In The State Of Kuwait: Would More Private Delivery Improve Healthcare?, Aljawhara Alsabah Aug 2022

“High Spending, Poor Productivity Gains!” Assessing Public Health System (In)Efficiency And Hospital Performance In The State Of Kuwait: Would More Private Delivery Improve Healthcare?, Aljawhara Alsabah

NYMC Student Theses and Dissertations

The healthcare sector in the State of Kuwait has been nurtured for many decades by the government, where the majority of health services in the country are controlled by the Ministry of Health (MoH). Although healthcare services in public sector hospitals are at highly subsidized rates, causing private sector involvement in healthcare to be considerably low, the growing demands for private delivery of care burgeoned participation of private hospitals in Kuwait, and improving hospital efficiency and productivity is more critical and timelier than ever. This dissertation aims to analyze public health system efficiency and hospital performance in the State of …


Efficacy Of Various Interventions For Achieving Target Hba1c Levels For Patients With Type Ii Diabetes Mellitus And On Exogenous Insulin, Caitlin S. Welch, Archie Troxel Aug 2022

Efficacy Of Various Interventions For Achieving Target Hba1c Levels For Patients With Type Ii Diabetes Mellitus And On Exogenous Insulin, Caitlin S. Welch, Archie Troxel

Longitudinal Scholar's Project

Objective: To learn the rates at which patients at UT Family Medicine–St. Francis (UTFM–SF) with type II diabetes mellitus are being prescribed recommended medications—namely metformin, sodium-glucose cotransporter 2 (SGLT2) inhibitors, and glucagon-like peptide 1 receptor agonists (GLP1RAs)—whether these rates correspond to the severity of hyperglycemia (as indicated by HbA1C level). A secondary goal of the study was to investigate if HbA1C levels are being checked at recommended intervals.

Methods: A retrospective chart review was conducted using records of patients seen at the clinic in the previous four years between the ages of 18 and 65 who had visits with ICD …


Emergency Care For Youth Who Experience Suicidality And Identify As Lesbian Gay Bisexual Transgender Queer/Questioning (Lgbtq+): An Interpretive Phenomenology, Theresa Schultz Aug 2022

Emergency Care For Youth Who Experience Suicidality And Identify As Lesbian Gay Bisexual Transgender Queer/Questioning (Lgbtq+): An Interpretive Phenomenology, Theresa Schultz

Electronic Theses and Dissertations

Purpose: Suicide is a leading cause of death in children; youth who identify as LGBTQ+ are at an exponentially higher risk of suicide. The purpose of this study was to explore the lived experiences of young adults who identify as LGBTQ+ and sought emergency care for suicidality when they were adolescents.

Methods: Heideggerian hermeneutics phenomenology is the research method used in this study. Youth, ages 18-25 years, who identify as LGBTQ+ and sought emergency treatment for suicidality when they were adolescents (13-17 years) were recruited to participate;fifteen youth enrolled. Individuals ranged in age from 20 to 25 years. Participants described …


Is Trauma Informed Care Practiced In Public Std Clinics In New York State, Antonia Brewer Aug 2022

Is Trauma Informed Care Practiced In Public Std Clinics In New York State, Antonia Brewer

Electronic Theses and Dissertations

Introduction: Sexually transmitted diseases (STDs) are increasing in the United States and often result in long-term adverse health outcomes. New York State (NYS) local health departments (LHDs) provide public STD clinics for high risk populations also found to have high rates of violence. This study examined if/how trauma informed care (TIC) is implemented in these settings. The study sample were LHD STD Program Directors in NYS.

Method: A convergent parallel mixed methods study design was used which included an online survey and follow up interviews. Survey data were analyzed using univariate statistics and conventional content analysis was used to analyze …


Respecting The Ethical Tension Between Surveillance And Privacy In Promoting Public Health And Disease Management, Kamal Althobaiti Aug 2022

Respecting The Ethical Tension Between Surveillance And Privacy In Promoting Public Health And Disease Management, Kamal Althobaiti

Electronic Theses and Dissertations

The recognition of the need to undertake surveillance and to protect privacy is well established. However, the continually changing circumstances and fast-paced development of healthcare today requires a continuing need to respect this ethical tension between surveillance and privacy. Hence, this dissertation is to respect the ethical tension between surveillance and privacy in promoting public health and disease management. This dissertation investigates the ethics of conducting public health surveillance, including the challenges associated with obtaining consent and protecting data from unauthorized access. The dissertation will focus on the ethical consequences of big data, including issues associated with obtaining informed consent, …


Identifying Critical Aging Care Challenges And Opportunities In High-Income Countries: A Cross-Country Comparison Of Denmark, Germany, And The United States, Cassandra Martin Aug 2022

Identifying Critical Aging Care Challenges And Opportunities In High-Income Countries: A Cross-Country Comparison Of Denmark, Germany, And The United States, Cassandra Martin

Capstone Collection

Despite the rapid growth in the aging population in the United States, insufficient resources and attention are invested in improving the support systems this population relies on. This discussion explored the question of how the United States as a high-income country fails to operate an aging care support infrastructure that has comparable comprehensiveness, availability, affordability, and overall quality to other high-income countries. Comparing financing structures, long-term care models, and various aging care supports is important for answering this question. This paper approached exploring this question by analyzing specified indicators from publicly available data across the United States, Germany, and Denmark. …


Visual Factors Associated With Physical Activity In Schoolchildren, Síofra Harrington, John Kearney Prof, Veronica O'Dwyer Dr Aug 2022

Visual Factors Associated With Physical Activity In Schoolchildren, Síofra Harrington, John Kearney Prof, Veronica O'Dwyer Dr

Articles

Clinical relevance Physical activity is an essential part of childhood physical and mental development. Recent research identified visual problems associated with a sedentary lifestyle in children in Ireland.

Background This study explored the association between visual function in children and their engagement with physical activities outside school.

Methods Participants were 1,626 schoolchildren (728 aged 6–7 years, 898 old 12–13 years) in randomly selected schools in Ireland. Before data collection, parents/legal guardians of participants completed a standardised questionnaire reporting physical activity as no activity (mostly on screens), light activity (occasional walking/cycling), moderate activity (/week engaged in sports), or regular activity ( …


Interventions To Support Teen Mothers In California And Reduce The Disparities Related To The Effects Of Teen Pregnancy, Shanelle Christine Sanchez Aug 2022

Interventions To Support Teen Mothers In California And Reduce The Disparities Related To The Effects Of Teen Pregnancy, Shanelle Christine Sanchez

Master's Projects and Capstones

The US teen birth rate has slowly been declining; however, teenage pregnancy is still prevalent. In 2018 the US teen birth rate was 17.4 births per 1,000 girls aged 15-19 years, totaling 179,871 births (National Vital Statistic Report). California’s most recent birth rate was 13.6 births per 1,000 girls aged 15-19 years in 2020 (CDC, 2020). Few studies focus on teen mothers’ health, life needs, and outcomes as a result of adolescent pregnancy and subsequently, adolescent parenting. Additionally, few studies have looked at the cultural differences and views of adolescent pregnancy and parenting within the Hispanic population, which are greatly …


Improving Knowledge, Attitude, And Compliance Of Hand Hygiene Of Iranian Healthcare Workers: A Pilot Study Using Reminder Card, Zahra Chegini, Ifeoluwapo Kolawole, Prashant Singh, Farzaneh Alikhah, Yalda Rasti, Zahra Motazedi Aug 2022

Improving Knowledge, Attitude, And Compliance Of Hand Hygiene Of Iranian Healthcare Workers: A Pilot Study Using Reminder Card, Zahra Chegini, Ifeoluwapo Kolawole, Prashant Singh, Farzaneh Alikhah, Yalda Rasti, Zahra Motazedi

Journal of Health Research

Background: Compliance rate of hand hygiene practice by healthcare workers has been observed to be universally low despite its importance, simplicity and cost-effectiveness in preventing the spread of infectious diseases in the healthcare settings. This study aimed to improve healthcare workers’ knowledge, attitudes, and compliance with hand hygiene by using reminder cards displayed by patients.

Method: This before-after interventional study was carried out in 2019 among healthcare workers of a hospital in Tabriz, Iran. The intervention was a ‘Reminder Card’ showed by patients to remind healthcare workers to clean their hands. Participants' knowledge and attitude about hand hygiene and …


Provider Attitude Towards Postpartum Sexual Health, Katie Shearer, Pallavi Khanna Aug 2022

Provider Attitude Towards Postpartum Sexual Health, Katie Shearer, Pallavi Khanna

Longitudinal Scholar's Project

Background: The prevalence of female sexual dysfunction (FSD) worldwide is estimated to be 41%. FSD is even more prevalent in postpartum patients. There are significant barriers to addressing FSD in a busy clinic, and the use of a standardized screening questionnaire could be used to improve outcomes during postpartum appointments.

Methodology: Providers that care for postpartum patients at Regional One Health in Memphis, TN, were asked to complete an anonymous survey online. General knowledge and practices of providers were assessed.

Results: 79% of respondents answered that they felt very comfortable assessing for postpartum sexual health, and 88% …


On Epidemiology As Racial-Capitalist (Re)Colonization And Epistemic Violence, Ryan J. Petteway Aug 2022

On Epidemiology As Racial-Capitalist (Re)Colonization And Epistemic Violence, Ryan J. Petteway

OHSU-PSU School of Public Health Faculty Publications and Presentations

This commentary reflects upon power-knowledge dynamics and matters of epistemic, procedural, and distributive justice that undergird epidemiological knowledge production related to racial health inequities in the U.S. Grounded in Foucault’s power-knowledge concepts—“objects”, “ritual”, and “the privileged”—and guided by Black feminist philosopher Kristie Dotson’s conceptualization of epistemic violence, it critiques the dominant positivist, reductionist, and extractivist paradigm of epidemiology, interrogating the settler-colonial and racial-capitalist nature of the knowledge production/curation enterprise. The commentary challenges epidemiology’s affinity for epistemological, procedural, and methodological norms that effectively silence/erase community knowledge(s) and nuance in favor of reductionist empirical representations/re-presentations produced by researchers who, often, have never …


Comparison Of Routine Health Screening Rates Between Two Emr Systems, Lauren M. Cancio, Caleb J. Berta Aug 2022

Comparison Of Routine Health Screening Rates Between Two Emr Systems, Lauren M. Cancio, Caleb J. Berta

Longitudinal Scholar's Project

An EMR, electronic medical record, system refers to the software widely adopted by medical practitioners to reduce the use of hard-copy files, and improve the documentation, storage, and retrieval of patient information. Some EMR systems can generate automatic alerts reminding providers when patients are due for certain preventive services or meet the criteria for various screening measures. Epic, one of the leading EMR systems in use today, contains this additional feature. The screening recommendations built into Epic are derived from a committee of USPSTF, U.S. Preventive Services Task Force, medical experts whose focus is to improve patient health across the …


Overview Of Transition Care Clinics And Patient No-Shows, Manul Awasthi Aug 2022

Overview Of Transition Care Clinics And Patient No-Shows, Manul Awasthi

Electronic Theses and Dissertations

Introduction

Transition care clinics (TCCs) have proven to be effective in meeting the time-sensitive needs of patients in the post-discharge period and ensuring smooth transitions of patients from hospital to home. These clinics have led to lower readmissions, lower emergency department visits, cost savings, and lower rates of other adverse events following discharge. However, TCCs, including the East Tennessee State University Family Medicine (ETSU-FM) TCC have been facing high rates of patient no-shows.

Aim

The aim of this dissertation is to identify the different components and outcomes of TCC based on the literature. We further aim to analyze the TCC …


Three Essays About Preventing Mental And Behavioral Disorders, Snehal Lopes Aug 2022

Three Essays About Preventing Mental And Behavioral Disorders, Snehal Lopes

All Dissertations

Prevention efforts in the public health field operate at various levels, including primary prevention among those without a disease of interest, secondary prevention among persons at high risk or showing early signs of the disease, and tertiary prevention among persons with the disease. The three essays presented in this dissertation are centered around the theme of prevention, and taken together, have implications for prevention at the primary, secondary, and tertiary levels. Specifically, the essays focus on the prevention of depressive disorders and the prevention of behavioral and mental health correlates for depression in the context of various populations (general adult, …


When The Costs Outweigh The Benefits: Examining Variations In Nulliparous, Term, Singleton, Vertex And Elective Cesarean Delivery Rates Across The United States, 2016-2020, Kathleen Tatro Aug 2022

When The Costs Outweigh The Benefits: Examining Variations In Nulliparous, Term, Singleton, Vertex And Elective Cesarean Delivery Rates Across The United States, 2016-2020, Kathleen Tatro

Electronic Theses and Dissertations

The overutilization of cesarean deliveries is a major public health issue in the United States (U.S.). The rates of cesarean deliveries have increased substantially from the mid 1990s. Low-risk, defined as nulliparous, term, singleton, vertex (NTSV) pregnancies with no medical indication of need, and elective cesarean deliveries have been implicated as drivers of these increases. Elective cesarean deliveries are NTSV cesarean deliveries in which no trial of labor was attempted. There is a lack of clear rationale as to the noted increases in cesarean delivery rates as the evidence shows that these procedures provide no additional health benefits to mothers …


Final Evaluation Of La Door: Proposition 47 Grant Program, Melissa M Labriola, Danielle Sobol, Stephanie Brooks Holliday, Heather Sims Aug 2022

Final Evaluation Of La Door: Proposition 47 Grant Program, Melissa M Labriola, Danielle Sobol, Stephanie Brooks Holliday, Heather Sims

Faculty, Staff and Student Publications

The Los Angeles Diversion, Outreach, and Opportunities for Recovery program (LA DOOR) was designed by the Los Angeles City Attorney's Office (LACA) to provide a comprehensive, health-focused, preventative approach that proactively engages individuals at elevated risk of returning to LACA on a new misdemeanor offense related to substance use, mental illness, or homelessness. LA DOOR was funded through the grant program of Proposition 47. Programs funded through Proposition 47 are intended to serve individuals with a history of criminal justice involvement and mental health issues or substance use disorders and to offer mental health services, substance use disorder treatment, and …


Social Contributors For The Rise Of Covid-19 Infections In South Asia: A Large Cross-Sectional Survey, Zouina Sarfraz, Azza Sarfraz, Muzna Sarfraz, Nishwa Azeem, Namrata Hange, Miguel Felix, Ivan Cherrez-Ojeda Aug 2022

Social Contributors For The Rise Of Covid-19 Infections In South Asia: A Large Cross-Sectional Survey, Zouina Sarfraz, Azza Sarfraz, Muzna Sarfraz, Nishwa Azeem, Namrata Hange, Miguel Felix, Ivan Cherrez-Ojeda

Department of Paediatrics and Child Health

Background: The ongoing global coronavirus disease 2019 (COVID-19) pandemic, caused by the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) was first reported in South Asia on 30th January 2020 in India. Ever since, certain countries have witnessed multiple waves of COVID-19, requiring attention by public health experts and strategists in the region. The objectives of this study are to assess social contributors to the recurrent waves of COVID-19 in South Asia including first demographic traits, second household characteristics and social measures, third workplace trends and personal protective equipment use, and fourth satisfaction and attitudes concerning public health measures and vaccination status. …


Examining The Roles Of Acculturative Stressors And Cultural Factors In Major Health And Safety Issues Among Hispanic/Latino Farmworkers, Brenda Berumen-Flucker Aug 2022

Examining The Roles Of Acculturative Stressors And Cultural Factors In Major Health And Safety Issues Among Hispanic/Latino Farmworkers, Brenda Berumen-Flucker

Health Services Research Dissertations

Statement of the problem: Hispanic/Latino farmworkers are at increased risk of adverse health and safety outcomes. Heightened levels of acculturative stress and the unique cultural characteristics and beliefs reported by this group increase workers’ vulnerability for adverse outcomes.

Method: The first project consisted of a systematic review examining threats to the health and safety of Hispanic/Latino agricultural workers attributable to climate change, focusing specifically on their risk for heat-related illnesses (HRI) and cultural factors and beliefs increasing workers’ vulnerability for HRI. The second project was a secondary data analysis focused on identifying potential relationships between acculturative stressors, cultural factors, and …


Men’S Stories: An Account Of Translating Vaccine Decision Narratives From Young Men In The U.S. Into A Targeted Public Health Intervention, Michelle Miller-Day, Erin S. Craw, Diana Harris, Michael L. Hecht Jul 2022

Men’S Stories: An Account Of Translating Vaccine Decision Narratives From Young Men In The U.S. Into A Targeted Public Health Intervention, Michelle Miller-Day, Erin S. Craw, Diana Harris, Michael L. Hecht

Communication Faculty Articles and Research

Effective interventions to promote human papillomavirus (HPV) vaccination are needed for all young adults across the globe. Yet, most public health efforts focus on HPV-related risks for females. Unfortunately, HPV-related cancers in men are also a concern, as is the potential for men to spread HPV to their partners. The HPV vaccine is highly effective in reducing risks related to these cancers. Yet, vaccination rates among young males are low and their vaccination concerns are not well understood. This project conducted 15 in-depth qualitative interviews with U.S. males aged 18–22 to hear their vaccine decision stories. Themes of HPV vaccination …


Covid-19 Pandemic Impact On Essential Public Health Services And Online Health Communication—Appalachian Kentucky, March–December 2020, Margaret A. Riggs, Kenny Ortiz-Jurado, Keith Klein Jul 2022

Covid-19 Pandemic Impact On Essential Public Health Services And Online Health Communication—Appalachian Kentucky, March–December 2020, Margaret A. Riggs, Kenny Ortiz-Jurado, Keith Klein

Journal of Appalachian Health

Introduction: The COVID-19 pandemic posed many challenges for local health departments (LHDs). This study examines how stay-at-home orders impacted the provision of essential public health services and subsequent increased use of online health communication by LHDs for rural populations in Appalachian Kentucky during the first year of the COVID-19 pandemic.

Methods: A survey to gather information about provision of essential public health services was administered to five LHDs representing 13 counties between June 2020 and December 2020. Additionally, demographic and health-outcome data from LHD, state health department, and CDC websites were reviewed, alongside health communications posted on LHD social media …


Performance Of Machine Learning Classifiers In Classifying Stunting Among Under-Five Children In Zambia, Obvious Nchimunya Chilyabanyama, Roma Chilengi, Roma Chilengi, Michelo Simuyandi, Caroline C. Chisenga, Masuzyo Chirwa, Kalongo Hamusonde, Rakesh Kumar Saroj, Najeeha Talat Iqbal, Innocent Ngaruye Jul 2022

Performance Of Machine Learning Classifiers In Classifying Stunting Among Under-Five Children In Zambia, Obvious Nchimunya Chilyabanyama, Roma Chilengi, Roma Chilengi, Michelo Simuyandi, Caroline C. Chisenga, Masuzyo Chirwa, Kalongo Hamusonde, Rakesh Kumar Saroj, Najeeha Talat Iqbal, Innocent Ngaruye

Department of Paediatrics and Child Health

Stunting is a global public health issue. We sought to train and evaluate machine learning (ML) classification algorithms on the Zambia Demographic Health Survey (ZDHS) dataset to predict stunting among children under the age of five in Zambia. We applied Logistic regression (LR), Random Forest (RF), SV classification (SVC), XG Boost (XgB) and Naïve Bayes (NB) algorithms to predict the probability of stunting among children under five years of age, on the 2018 ZDHS dataset. We calibrated predicted probabilities and plotted the calibration curves to compare model performance. We computed accuracy, recall, precision and F1 for each machine learning algorithm. …


Congregational Leaders And Covid-19: Human Flourishing And Future Directions For Research, Isaac Voss Jul 2022

Congregational Leaders And Covid-19: Human Flourishing And Future Directions For Research, Isaac Voss

Essays

No abstract provided.


Virtual Behavioral Health Treatment Satisfaction And Outcomes Across Time, Mindy R. Waite, Sara Diab, James Adefisoye Jul 2022

Virtual Behavioral Health Treatment Satisfaction And Outcomes Across Time, Mindy R. Waite, Sara Diab, James Adefisoye

Journal of Patient-Centered Research and Reviews

Purpose: The COVID-19 pandemic continues to have major and long-lasting impacts on health care delivery and mental health. As health care shifted to telehealth, legislation was adjusted to expand telehealth allowances, creating a unique opportunity to elucidate outcomes. The aim of this study was to assess long-term patient and clinician satisfaction and outcomes with virtual behavioral health.

Methods: Data were obtained over 16 months from surveys to patients and clinicians receiving/providing virtual treatment. Outcomes data also were collected from medical records of adults receiving in-person and virtual behavioral health treatment. Data were summarized using descriptive statistics. Groups were compared using …


Asking The Question ‘What Matters To You?’ In A London Intensive Care Unit, Harriet Pittaway, Laura White, Karen Turner, Angelique Mcgillivary Jul 2022

Asking The Question ‘What Matters To You?’ In A London Intensive Care Unit, Harriet Pittaway, Laura White, Karen Turner, Angelique Mcgillivary

Journal of Patient-Centered Research and Reviews

Purpose: At the heart of the paradigm shift in approach to patient care from paternalism toward shared decision-making lies the international “What Matters To You?” (WMTY) movement. However, WMTY principles are not frequently applied to the critical care setting. The aim of this quality improvement project work was to design and integrate a tool for all patients admitted to the intensive care unit (ICU) that helped answer WMTY.

Methods: Using Plan-Do-Study-Act (PDSA) methodology across 8 cycles, a multidisciplinary team designed and integrated a bedside poster into the ICU. Quantitative and qualitative data were collected via a bedside audit process on …


Can Variables From The Electronic Health Record Identify Delirium At Bedside?, Ariba Khan, Kayla Heslin, Michelle Simpson, Michael L. Malone Jul 2022

Can Variables From The Electronic Health Record Identify Delirium At Bedside?, Ariba Khan, Kayla Heslin, Michelle Simpson, Michael L. Malone

Journal of Patient-Centered Research and Reviews

Delirium, a common and serious disorder in older hospitalized patients, remains underrecognized. While several delirium predictive models have been developed, only a handful have focused on electronic health record (EHR) data. This prospective cohort study of older inpatients (≥ 65 years old) aimed to determine if variables within our health system’s EHR could be used to identify delirium among hospitalized patients at the bedside. Trained researchers screened daily for delirium using the 3-minute diagnostic Confusion Assessment Method (3D-CAM). Patient demographic and clinical variables were extracted from the EHR. Among 408 participants, mean age was 75 years, 60.8% were female, and …