Digital Commons Network^™

A Scoping Review Of Preterm Births In Sub-Saharan Africa: Burden, Risk Factors And Outcomes, Adam Mabrouk, Amina Abubakar, Ezra Too, Esther Chongwo, Ifedayo M. Adetifa

Institute for Human Development, East Africa

Preterm births (PTB) are the leading cause of neonatal deaths, the majority of which occur in low- and middle-income countries, particularly those in Sub-Saharan Africa (SSA). Understanding the epidemiology of prematurity is an essential step towards tackling the challenge of PTB in the sub-continent. We performed a scoping review of the burden, predictors and outcomes of PTB in SSA. We searched PubMed, Embase, and three other databases for articles published from the database inception to 10 July 2021. Studies reporting the prevalence of PTB, the associated risk factors, and/or its outcomes were eligible for inclusion in this review. Our literature …

Investigating Fruit And Vegetable Variety In A National Food Co-Op: A Brighter Bites Evaluation, Katherine G. Hearne

Dissertations and Theses (Open Access)

American children eat fewer fruits and vegetables (F&V) and less variety of F&V than recommended for health. Food cooperatives and other programs have become a popular way to increase F&V intake, but little is known about the variety of F&V distributed by these programs or its relationship with program attendance or child F&V intake. Brighter Bites is a national, school-based food co-op distributing rescued, donated, fresh F&V to families in low-income schools. We evaluated, for the first time, the variety of F&V Brighter Bites distributed to families in the 2018-2019 school year and the relationships between that variety and both …

Estimating The Health Effects Of Adding Bicycle And Pedestrian Paths At The Census Tract Level: Multiple Model Comparison, Ross J. Gore, Christopher Lynch, Craig Jordan, Andrew Collins, R. Michael Robinson, Gabrielle Fuller, Pearson Ames, Prateek Keerthi, Yash Kandukuri

VMASC Publications

Background: Adding additional bicycle and pedestrian paths to an area can lead to improved health outcomes for residents over time. However, quantitatively determining which areas benefit more from bicycle and pedestrian paths, how many miles of bicycle and pedestrian paths are needed, and the health outcomes that may be most improved remain open questions.

Objective: Our work provides and evaluates a methodology that offers actionable insight for city-level planners, public health officials, and decision makers tasked with the question “To what extent will adding specified bicycle and pedestrian path mileage to a census tract improve residents’ health outcomes over time?” …

Longitudinal Reduction In Diversity Of Maternal Gut Microbiota During Pregnancy Is Observed In Multiple Low-Resource Settings: Results From The Women First Trial, Minghua Tang, Nicholas E. Weaver, Daniel N. Frank, Diana Ir, Charles E. Robertson, Jennifer F. Kemp, Jamie Westcott, Kartik Shankar, Sumera Aziz Ali, Sarah Saleem

Community Health Sciences

Objective: To characterize the changes in gut microbiota during pregnancy and determine the effects of nutritional intervention on gut microbiota in women from sub-Saharan Africa (the Democratic Republic of the Congo, DRC), South Asia (India and Pakistan), and Central America (Guatemala).
Methods: Pregnant women in the Women First (WF) Preconception Maternal Nutrition Trial were included in this analysis. Participants were randomized to receive a lipid-based micronutrient supplement either ≥3 months before pregnancy (Arm 1); started the same intervention late in the first trimester (Arm 2); or received no nutrition supplements besides those self-administered or prescribed through local health services (Arm …

Examining Body Shape Characteristics On Chinese Urban College Male Students, Shun Shan, Ran Wei, Xiaofen Ding

International Journal of Physical Activity and Health

According to the Chinese National Adolescent Health report, the status of adolescent physical health has been decreasing for 26 years. The associated factors which caused such decline was studied and pointed out by Gao (2018). As many scholars claimed, “Sunshine sports” should be implemented to promote the adolescent physical health development (Yang, 2011). Previous study indicated that the age of 18 has been a transition point to study on adolescent physical health. However, there has been few studies conducted on the differences of Body Shape Characteristics (BSC) among different regions. Therefore, the purpose of this study is to examine the …

A Systematic Review And Meta-Analysis On Prevalence Of And Risk Factors Associated With Depression, Anxiety And Insomnia In Infectious Diseases, Including Covid-19: A Call To Action, Kai Yuan, Yong-Bo Zheng, Yi-Jie Wang, Yan-Kun Sun, Yi-Miao Gong, Yue-Tong Huang, Xuan Chen, Xiao-Xing Liu, Yi Zhong, Si-Zhen Su, Nan Gao, Yi-Long Lu, Zhe Wang, Wei-Jian Liu, Jian-Yu Que, Ying-Bo Yang, An-Yi Zhang, Meng-Ni Jing, Chen-Wei Yuan, Na Zeng, Michael V Vitiello, Vikram Patel, Seena Fazel, Harry Minas, Graham Thornicroft, Teng-Teng Fan, Xiao Lin, Wei Yan, Le Shi, Jie Shi, Thomas Kosten, Yan-Ping Bao, Lin Lu

Children’s Nutrition Research Center Staff Publications

Infectious disease epidemics have become more frequent and more complex during the 21st century, posing a health threat to the general public and leading to psychological symptoms. The current study was designed to investigate the prevalence of and risk factors associated with depression, anxiety and insomnia symptoms during epidemic outbreaks, including COVID-19. We systematically searched the PubMed, Embase, Web of Science, OVID, Medline, Cochrane databases, bioRxiv and medRxiv to identify studies that reported the prevalence of depression, anxiety or insomnia during infectious disease epidemics, up to August 14th, 2020. Prevalence of mental symptoms among different populations including the general public, …

Use Of Active Video Games With Or Without Videoconferencing On Health Outcomes In Adolescent And Young Adult Cancer Survivors: A Systematic Review, Ursela Christopherson, Stephanie J Wells, Nathan Parker, Elizabeth J Lyons, Michael D Swartz, Anna Blozinski, Karen Basen-Engquist, Susan Peterson, Maria C Swartz

Faculty, Staff and Student Publications

PURPOSE: Adolescent and young adult (AYA) cancer survivors experience greater functional deficits compared to non-cancer peers or older survivors with a similar diagnosis. Physical activity (PA) is a key strategy for mitigating functional decline, and motivation and peer support are critical PA facilitators in AYA cancer survivors. Active video games (AVGs) may be a "gateway" method to promote PA. Further, integrating AVGs into group videoconferencing, a medium used by AYAs to socialize, can capitalize on peer support needed for PA motivation. Thus, we examined the use of AVGs and/or videoconferencing in PA interventions that included AYA survivors and the effect …

Infection And Transmission Determinants Of Flea-Borne Rickettsioses, Hanna J. Laukaitis

Graduate Theses and Dissertations (2019 - present)

The genus Rickettsia is comprised of Gram-negative, obligate intracellular bacteria that are spread by hematophagous arthropods. Elucidating the factors conferring rickettsial virulence has perplexed investigators for decades, complicated by the lack of efficient genetic tools necessary to uncover rickettsial- and vector-specific factors contributing to persistence. The advent of transposon mutagenesis has enabled the field to make vast developments in uncovering novel rickettsial mechanisms utilized in various host backgrounds. Thus, the aim of this study was to generate Rickettsia felis transposon mutants and characterize novel phenotypes associated with genetic disruption in an arthropod background. Distribution of rickettsiae is reliant on the …

A Cluster-Randomized Controlled Trial To Assess The Impact Of A Nutrition Intervention On Dietary Behaviors Among Early Care And Education Providers: The Create Healthy Futures Study, Dania Mofleh, Ru-Jye Chuang, Nalini Ranjit, Jill N Cox, Christine Anthony, Shreela V Sharma

Faculty, Staff and Student Publications

Create Healthy Futures is a self-paced, web-based intervention on improving healthy eating behaviors among Early Care and Education (ECE) providers. We examined the impact of web-based Create Healthy Futures on diet quality measured by the Alternative Healthy Eating Index (AHEI) 2010, dietary behaviors, and related psychosocial and environmental factors among ECE providers. A cluster randomized controlled trial (CRCT) was implemented with baseline surveys administered from October 2019-January 2020, intervention implementation from April-May 2020, and post-intervention from May 2020-August 2020. Centered-based ECE programs under the Pennsylvania Head Start Association (n = 12) were recruited and randomized to intervention (n = 5) …

Association Of Disease Outcomes With Physical Activity In Multiple Sclerosis: A Cross-Sectional Study, Trinh L T Huynh, Stephanie L Silveira, Brenda Jeng, Robert W Motl

Faculty, Staff and Student Publications

Purpose/Objective Research: This study examined combinations of disease outcomes (i.e., walking, cognition, and symptoms) as correlates of physical activity subgroups (insufficiently active vs. sufficiently active) in persons with multiple sclerosis (MS).

RESEARCH METHOD/DESIGN: This study included 213 participants who completed walking and cognitive function tests and self-report measures of symptoms and physical activity. Multivariate analysis of variance and discriminant function analysis identified combinations of MS outcomes associated with physical activity.

RESULTS: The sample had a mean age of 49.6 years (

CONCLUSION/IMPLICATIONS: The findings identified walking endurance and limitations, processing speed, depression, and fatigue as primary correlates of physical activity …

Overlaps And Gaps Of Preterm Birth Programs In The Triangle Area Of North Carolina, Amber Bobbitt

Capstone Experience: Master of Public Health

Background: Preterm birth rates are a long-standing issue that has yet to be adequately addressed and prioritized. Nationally about 1 in every 10 infants are born prematurely in the United States. In the state of North Carolina, 1 in every 9 live births was preterm in the year 2020. The aim of the study was to determine the strategies organizations use in North Carolina to reduce preterm births in comparison to the CDC’s Five Strategy framework and to understand how the organizations address health equity and measure/evaluate the success of their initiatives.

Methods: Semi-structured one-on-one interviews were conducted with four …

Strengthening Causal Inference From Randomised Controlled Trials Of Complex Interventions, Jef L. Leroy, Edward A. Frongillo Jr. Ph.D., Bezawit E. Kase, Silvia Alonso, Mario Chen, Ian Dohoo, Lieven Huybregts, Suneetha Kadiyala, Naomi M. Saville

Faculty Publications

Researchers conducting randomised controlled trials (RCTs) of complex interventions face design and analytical challenges that are not fully addressed in existing guidelines. Further guidance is needed to help ensure that these trials of complex interventions are conducted to the highest scientific standards while maximising the evidence that can be extracted from each trial. The key challenge is how to manage the multiplicity of outcomes required for the trial while minimising false positive and false negative findings. To address this challenge, we formulate three principles to conduct RCTs: (1) outcomes chosen should be driven by the intent and programme theory of …

Comprehensive Efforts To Accelerate Non-Communicable Disease Services In The Era Of Covid-19 In Indonesia’S Suburban Area, Akmal Taher, Soehartati A. Gondhowiardjo, Adang Bachtiar, Sabarinah Prasetyo, Irene Pixelyne, Ficky Huang, Rima Sumayyah Ahmad

ASEAN Journal of Community Engagement

The COVID-19 crisis has disrupted non-communicable disease (NCD) services in primary health care, and NCD is one of the comorbidities that increase mortality in COVID-19 patients. Efforts to accelerate NCD services were carried out with the focus on two programs: the development of integrated polyclinic NCD services and the training of community health workers (CHW) at the Tanara Community Health Center (CHC) in Banten. The development of a continuous team-based service system from the Pos Pembinaan Terpadu (Posbindu)/integrated service post to NCD services at the CHC was carried out for six months to improve the quality of human resources and …

The Development Of Video Podcast As An Innovation In Online Nutrition Education And Its Engagement Data Analysis, Lini Anisfatus Sholihah

ASEAN Journal of Community Engagement

Podcasts have become more popular in Indonesia recently. Studies have shown that video podcasts, which incorporate education and entertainment aspects, are effective as a medium to study language and medical subjects among students and clinicians. This study aims to analyze video podcasts’ utilization in nutrition education and how they can engage viewers from the general community. This paper further aims to describe the development of a video podcast, NutriPodcast, as an innovative media to educate the community regarding nutrition topics. The number of audience views was calculated by utilizing the analytical feature on social media. The methodology to develop the …

Initiating Entrepreneurship To Improve Health Amongst People In Lio Village During The Covid-19 Pandemic: A Qualitative Study, Stella K. Triastari, Angelina Patricia Chandra, Andito M. Wibisono, Dewi Friska

ASEAN Journal of Community Engagement

Community development in Lio Village performed by Faculty of Medicine Universitas Indonesia students aimed to improve the health status of villagers. Because economy correlates with health, an economic intervention may increase the health status of the people. Based on this, an entrepreneurship program was initiated as a part of a community development program. This study is qualitative study that was conducted between July 2020 and February 2021. The intervention consisted of asynchronous webinar sessions, workshops, and business competition. Data were gathered from post-test questionnaires through a Google form. The winners were chosen according to the business ideas and given …

Association Of Body Mass Index And Plant-Based Diet With Cognitive Impairment Among Older Chinese Adults: A Prospective, Nationwide Cohort Study, Fang Liang, Jialin Fu, Gabrielle Turner-Mcgrievy Ph.D., Rd, Yechuang Wang, Nan Qiu, Kai Ding, Jing Zeng, Justin B. Moore, Rui Li

Faculty Publications

To examine the association of body mass index (BMI) and a plant-based diet (PBD) with cognitive impairment in older adults, this cohort study used data from the Chinese Longitudinal Healthy Longevity Survey (CLHLS), a national, community-based, longitudinal, prospective study in China. Cognitive function was evaluated via the Mini-Mental State Examination (MMSE). Diet was assessed using a simplified food frequency questionnaire (FFQ), and PBD patterns were estimated using the overall plant-based diet index (PDI), the healthful plant-based diet index (hPDI), and the unhealthful plant-based diet index (uPDI). BMI was measured objectively during the physical examination. Cox proportional hazard models and restricted …

Changes Overtime In Perinatal Management And Outcomes Of Extremely Preterm Infants In One Tertiary Care Romanian Center, Diana Ungureanu, Nansi Boghossian, Laura Mihaela Suciu

Faculty Publications

Background and Objectives: Extremely preterm infants were at increased risk of mortality and morbidity. The purpose of this study was to: (1) examine changes over time in perinatal management, mortality, and major neonatal morbidities among infants born at 25⁰–28⁶ weeks’ gestational age and cared for at one Romanian tertiary care unit and (2) compare the differences with available international data. Material and Methods: This study consisted of infants born at 25⁰–28⁶ weeks in one tertiary neonatal academic center in Romania during two 4-year periods (2007–2010 and 2015–2018). Major morbidities were defined as any of …

Maternal Iron Deficiency Programs Rat Offspring Hypertension In Relation To Renin-Angiotensin System And Oxidative Stress, Ya-Hui Chang, Wan-Hsuan Chen, Chung-Hao Su, Hong-Ren Yu, You-Lin Tain, Li-Tung Huang, Jiunn-Ming Sheen

Faculty, Staff and Student Publications

Hypertension is an important public health challenge, affecting up to 30-50% of adults worldwide. Several epidemiological studies indicate that high blood pressure originates in fetal life-the so-called programming effect or developmental origin of hypertension. Iron-deficiency anemia has become one of the most prevalent nutritional problems globally. Previous animal experiments have shown that prenatal iron-deficiency anemia adversely affects offspring hypertension. However, the underlying mechanism remains unclear. We used a maternal low-iron diet Sprague Dawley rat model to study changes in blood pressure, the renal renin-angiotensin system, oxidative stress, inflammation, and sodium transporters in adult male offspring. Our study revealed that 16-week-old …

The Impact Of The Covid-19 Pandemic On Patients With Chronic Liver Disease: Results From The Global Liver Registry, Zobair M. Younossi, Yusuf Yilmaz, Mohamed El-Kassas, Ajay Duseja, Saeed Hamid, Gamal Esmat, Nahum Méndez-Sánchez, Wah Kheong Chan, Ashwani K. Singal, Brian Lam

Department of Medicine

Patients with preexisting chronic liver disease (CLD) may experience a substantial burden from both coronavirus 2019 (COVID-19) infection and pandemic-related life disruption. We assessed the impact of the COVID-19 pandemic on patients with CLD. Patients enrolled in our Global Liver Registry were invited to complete a COVID-19 survey. As of June 2021, 2500 patients (mean age ± SD, 49 ± 13 years; 53% men) from seven countries completed the survey. Of all survey completers, 9.3% had COVID-19. Of these patients, 19% were hospitalized, 13% needed oxygen support, but none required mechanical ventilation. Of all patients including those not infected with …

Heart Failure In General And Cardiac Transplant Patients With Covid-19, Munish Sharma, Gowthami Sai Kogilathota Jagirdhar, Kalpalatha K Guntupalli, Rahul Kashyap, Salim Surani

Faculty, Staff and Students Publications

Coronavirus disease 2019 (COVID-19) is primarily an infection of the respiratory tract, but it can have multisystem manifestations. Cardiac complications of COVID-19 can range from acute myocardial injury, cardiac arrhythmias, or heart failure, amongst others. Heart failure (HF) in COVID-19 can be a de novo process or due to worsening of pre-existing cardiovascular ailment. HF in a patient with COVID-19 not only poses challenges in clinical presentation and management of COVID-19 but also affect prognosis of the patient. This article aims to succinctly revisit the implications of this pandemic regarding pre-existing HF or new-onset HF based on prevailing data. It …

A Retrospective Analysis Of Endocrine Disease In Sphingosine-1-Phosphate Lyase Insufficiency: Case Series And Literature Review, Avinaash Maharaj, Ruth Kwong, Jack Williams, Christopher Smith, Helen Storr, Ruth Krone, Debora Braslavsky, Maria Clemente, Nanik Ram, Indraneel Banerjee

Section of Diabetes, Endocrinology and Metabolism

Sphingosine-1-phosphate lyase (SGPL1) insufficiency syndrome (SPLIS) is an autosomal recessive multi-system disorder, which mainly incorporates steroid-resistant nephrotic syndrome and primary adrenal insufficiency. Other variable endocrine manifestations are described. In this study, we aimed to comprehensively annotate the endocrinopathies associated with pathogenic SGPL1 variants and assess for genotype-phenotype correlations by retrospectively reviewing the reports of endocrine disease within our patient cohort and all published cases in the wider literature up to February 2022. Glucocorticoid insufficiency in early childhood is the most common endocrine manifestation affecting 64% of the 50 patients reported with SPLIS, and a third of these individuals have additional …

Clinical Factors Associated With Non-Obese Nonalcoholic Fatty Liver Disease Detected Among Us Adults In The Nhanes 2017-2018, Zayd Adnan Razouki, Xiaotao Zhang, Jessica P Hwang, Natalia I Heredia

Faculty, Staff and Student Publications

NAFLD can occur in non-obese individuals with BMI < 25 kg/m2. Our goal was to examine the prevalence and clinical factors associated with non-obese NAFLD using vibration-controlled transient elastography (VCTE) with controlled attenuation parameter which estimates steatosis and fibrosis among US adults. We aggregated data from the 2017−2018 cycle of NHANES and included adults (age ≥ 20 years) with BMI < 25 kg/m2 with complete data for the survey, medical examination, and VCTE along with controlled attenuation parameter (CAP). We excluded participants with risks of other liver diseases. We considered patients to have non-obese NAFLD if CAP was >285 dB/m, or non-obese NAFLD fibrosis if this CAP criteria was met and liver stiffness was >8.6 kPa. We calculated the adjusted OR and 95% CI for associations with non-obese NAFLD using multivariable logistic regression. The prevalence of non-obese NAFLD was 6.2% and Asian Americans (12.2%) had the highest non-obese NAFLD prevalence. Clinical factors associated with non-obese NAFLD were advanced age and metabolic syndrome (ORadjusted = 6.8, 95% CI 3.0−15.5). In a separate model, we found elevated glucose (ORadjusted = 4.1, 95% CI 2.1−7.9), triglycerides (ORadjusted = 3.8, 95% CI 1.7−8.5), and …

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 …

A Commentary On The Healthy Community Stores Case Study Project: Implications For Retailers, Policy, And Future Research, Samantha M. Sundermeir, Megan R. Winkler, Sara John, Uriyoán Colón-Ramos, Ravneet Kuar, Ashley Hickson, Rachael D. Dombrowski, Alex B. Hill, Bree Bode, Julia Deangelo, Joel Gittelsohn

Urban Studies and Planning Faculty Research Publications

In the United States, low-income, underserved rural and urban settings experience poor access to healthy, affordable food. Introducing new food outlets in these locations has shown mixed results for improving healthy food consumption. The Healthy Community Stores Case Study Project (HCSCSP) explored an alternative strategy: supporting mission-driven, locally owned, healthy community food stores to improve healthy food access. The HCSCSP used a multiple case study approach, and conducted a cross-case analysis of seven urban healthy food stores across the United States. The main purpose of this commentary paper is to summarize the main practice strategies for stores as well as …

School And Community Drivers Of Child Diets In Two Arab Cities: The Scale Protocol And Innovative Tools To Assess Children's Food Environments, Hala Ghattas Ph.D., Zeina Jamaluddine, Aline Semaan, Nehmat El-Helou, Gloria Safadi, Tatiana Elghossain, Christelle Akl, Shady Elbassuoni, Ali Chalak, Jalila El Ati

Faculty Publications

Background

In the context of the rapid nutrition transition experienced by middle-income countries of the Arab region, children and adolescent's food choices and dietary behaviors are early risk factors for the development of non-communicable diseases. Assessment of factors influencing food choices among this age group is challenging and is usually based on self-reported data, which are prone to information and recall bias. As the popularity of technologies and video gaming platforms increases, opportunities arise to use these tools to collect data on variables that affect food choice, dietary intake, and associated outcomes. This protocol paper describes the SCALE study (School …

A Brief Report Relating Physical Activity And Depressive Symptoms In Women During The Covid-19 Pandemic, Kim Hollingdale, Casey Mace Firebaugh, Stephanie M. Morgan

All Faculty Scholarship for the College of Education and Professional Studies

Purpose.

The purpose of this study was to investigate the association between self-reported physical activity and depressive symptoms in US women during the COVID-19 pandemic.

Methods.

A quantitative self-report online survey was administered to adult women (n > 800) in the United States during the COVID-19 pandemic in 2020. Physical activity was measured for frequency, intensity, and duration by using Likert scales, along with descriptive measures of types of activity. The Beck Depression Inventory II was applied to assess depressive symptoms.

Results.

The Beck Depression Inventory II score of participants not engaging in physical activity (b = 13.344, …

School And Community Drivers Of Child Diets In Two Arab Cities: The Scale Protocol And Innovative Tools To Assess Children’S Food Environments, Hala Ghattas Ph.D., Zeina Jamaluddine, Aline Semaan, Nehmat El-Helou, Gloria Safadi, Tatiana Elghossain, Christelle Akl, Shady Elbassuoni, Ali Chalak, Jalila El Ati, The Scale Research Group

Faculty Publications

Background

In the context of the rapid nutrition transition experienced by middle-income countries of the Arab region, children and adolescent’s food choices and dietary behaviors are early risk factors for the development of non-communicable diseases. Assessment of factors influencing food choices among this age group is challenging and is usually based on self-reported data, which are prone to information and recall bias. As the popularity of technologies and video gaming platforms increases, opportunities arise to use these tools to collect data on variables that affect food choice, dietary intake, and associated outcomes. This protocol paper describes the SCALE study (School …

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. …

The Protective Effects Of Influenza Vaccination In Elderly Patients With Breast Cancer In Taiwan: A Real-World Evidence-Based Study, Szu-Yuan Wu, Ho-Jui Tung, Kuang-Hua Huang, Chiachi Bonnie Lee Lee, Tung-Han Tsai, Yu-Chia Chang

Health Policy & Community Health: Faculty Publications

In elderly patients with newly diagnosed breast cancer, clarity is lacking regarding the effects of influenza vaccines, particularly on clinical outcomes. This study conducted two nationwide, population-based, and propensity score-matched cohorts to estimate and compare the protective effects of influenza vaccine in elderly women and elderly patients with breast cancer. Data were derived from the National Health Insurance Research Database and Cancer Registry Database. Generalized estimating equations (GEEs) were used to compare outcomes between the vaccinated and unvaccinated cohorts. Adjusted odds ratios (aORs) were used to estimate the relative risks, and stratified analyses in the breast cancer cohort were performed …

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 …