Public Health Commons^™

The Association Between Pain Catastrophizing, Somatization, Psychological Distress And Low Back Pain Severity Among Academics In Malaysia, Noordiyana Izyanti Mohamad Saufi, Eva Nabiha Zamri

Makara Journal of Health Research

Background: Psychological factors may influence the severity of low back pain (LBP), especially in high-stress professions such as academia. This study aimed to identify the relationship between psychological factors and LBP severity among Malaysian public university academics.

Methods: This cross-sectional study aimed to assess the relationship between psychological factors and LBP among academics at four public universities located in the northern region of West Malaysia. A self-administered questionnaire was used to collect information on sociodemographic characteristics, work information, lifestyle factors, LBP presence and intensity, and psychological factors. Data were analyzed using ordinal logistic regression and reported in terms …

Risk Factors Of Acute Gastroenteritis And The Implementation Of Community-Based Total Sanitation In Banyuwangi, Indonesia: A Cross-Sectional Study, Citra Al Karina, Juniastuti Juniastuti, Budi Utomo, I Made Dwi Mertha Adnyana

Makara Journal of Health Research

Background: In Banyuwangi Regency, Indonesia, diarrhea remains a major health problem, even though the community-based total sanitation (CBTS) program has been implemented for ten years. This household survey study aimed to identify the risk factors of acute gastroenteritis (AGE) and to evaluate the implementation of CBTS in Banyuwangi Regency.

Methods: A cross-sectional study was conducted in Banyuwangi Regency. Characteristic data from patients with AGE were collected from the two primary healthcare working areas, followed by collecting data of their family members and CBTS in their houses. Data were obtained through interviews and direct observation. The CBTS evaluation results …

A Study On Nutritional Status Among Regular Gym Goers In And Around Chennai, India, Ettiyappan Thirumurugan, Kalpana Devi Venkatesan, Pavithra Tamilmani, Devika Preetha, Joyce Albert Princy Mariya Selvanathan, Dhanyasree Mohandas, Ameer Basha Sathik, Santhosh Kumar Manjunathan, Ashika Kannadhas Sheeba

Makara Journal of Health Research

Background: The increasing sales of sports supplements indicate a concerning trend, as many gym-goers may misuse these products owing to misinformation and insufficient knowledge, potentially impacting their performance. This issue is further compounded by specific gym trainers who may lack comprehensive information and inadvertently influence their clients' choices. To address this concern, the present study evaluated dietary supplement practices and sports nutrition knowledge among regular gym-goers at fitness centers in Chennai, India.

Methods: A cross-sectional survey was conducted from November 2023 to May 2024 using a validated questionnaire distributed across Chennai, India. A total of 450 participants were …

Towards A New Health Politics In Kenya: Labor Organizing And Strikes By Health Workers In The Public Health Sector, Michael Scanlon

Graduate Doctoral Dissertations

There has been insufficient attention by global health scholars to labor organizing by health workers, including when and why organizing occurs, what forms and strategies it takes and its implications for governance and policy. These questions are critical but largely absent in research on what has been called the “global health workforce crisis.” Kenya represents an important case study. A new constitution in 2010 expanded institutional spaces for labor organizing and decentralized governance of the health system. Both reforms had significant implications for the health workforce and strikes by health workers have been pervasive. In 2017, nationwide strikes by public …

Exploring Stunting In South Kalimantan Province Using R Programming-Based Data Visualization, Muhammad Hudaya, Wahyudin Nor, Mellani Yuliastina, Muhammad Nordiansyah

Kesmas

South Kalimantan Province continues to face the challenge of relatively high stunting prevalence despite being endowed with abundant coal resources that could serve as a source of funding for public health. Therefore, this study aimed to examine differences in stunting prevalence among cities, mining districts, and non-mining districts in South Kalimantan to raise stakeholder awareness of disparities across these regional types. This study was conducted between April and December 2024, using secondary data obtained from the Indonesian Ministry of Health and the South Kalimantan Provincial Government. R programming was used to process the data, generate visualizations, and perform analysis of …

An Epidemiological Exploration Of Binge Eating Disorder And Its Emotional Roots Among Youth In Greater Jakarta, Henny Kurniati, Yudha Asy'ari, Tri Amelia Rahmitha Helmi, Tonny Sundjaya

Jurnal Epidemiologi Kesehatan Indonesia

The rising prevalence of mental disorders among youth, including depression, anxiety, stress, and binge eating disorder (BED), has become a major concern in the context of global mental health. BED, as a form of eating disorder, often occurs with psychological conditions such as anxiety and depression, complicating diagnosis and treatment. This study aimed to investigate the prevalence and association between depression, anxiety, stress, and BED among youth in Greater Jakarta. Using a cross-sectional online design, data were collected from 231 participants aged 18-25 years through the Binge Eating Scale (BES) and Depression Anxiety Stress Scale-21 (DASS-21). Statistical analysis involved bivariate …

Gambaran Kasus Parotitis Anak Sekolah Dasar Di Wilayah Kerja Puskesmas Loa Bakung, Irfansyah Baharuddin Pakki, Resda Herliani, Noorhayaty Noorhayaty, Vicca Yulia Insany, Arista Dian Yuniasih, Ratih Fianni Sigit

Jurnal Epidemiologi Kesehatan Indonesia

Parotitis is a disease caused by mumps virus infection. The infection attacks the parotid glands, causing symptoms such as fever, swelling on the side of the face accompanied by pain. Data from the Samarinda City Health Office shows that there were 380 cases of mumps from September to early October 2024. The increase in cases also occurred among elementary school children, but there is no definitive data yet that illustrates the number and distribution of parotitis cases. The aim of this study is to identify the risk factors for mumps in elementary school children in the Loa Bakung working area. …

Assessment Of The Dietary Supplements Effects On Maternal Underweight In Nigeria, Chukwuebuka Jude Chiobi, Uzoamaka Angela Chiobi, Ambrose Nnaemeka Omeje, Ikechukwu Andrew Mobosi, Michael Okike Ugwu, Nnamdi Simeon Ugwu

Kesmas

Maternal underweight continues to rise and, if not properly managed, will lead to increased mortality. This contradicts the United Nations Sustainable Development Goal of reducing maternal mortality by 2050. Therefore, this study aimed to determine the probable effect of dietary supplements on maternal underweight in Nigeria. This study employed probit estimation using the maximum likelihood technique in 2022, with the 2018 Nigeria Demographic Health Survey data as the basis for analysis. The results showed a statistically significant effect of dietary supplements on maternal underweight in Nigeria. The likelihood of dietary supplements impacting maternal underweight was approximately 0.4% lower, on average, …

Predictors Of Perceived Hiv Stigma Among People Who Inject Drugs In The United States, Itunu Sokale, Paige Wermuth, Johnny Wilkerson, Folefac Atem, Salma Khuwaja, Catherine Troisi

Faculty, Staff and Student Publications

Background: HIV stigma is a huge impediment to ending the HIV epidemic. To develop effective HIV interventions, we must determine factors associated with HIV stigma, particularly among high-risk groups like people who inject drugs (PWID). We aimed to identify predictors of perceived HIV stigma (PHS) among a sample of PWID from 23 U.S. cities.

Methods: We analyzed the 2018 National HIV Behavioral Surveillance data on PWID aged ≥ 18 years. PHS was assessed using a validated survey that measured four PHS constructs: perceived unfriendliness, perceived discrimination, perceived punishment, and perceived support. We created a composite PHS index score by summing …

Intervensi Booklet Bermarkah Terhadap Peningkatan Perilaku Pencegahan Leptospirosis Pada Ibu Rumah Tangga, Na'wa Nurmalytasari, Heru Subaris Kasjono, Ibnu Rois, Sugianto Sugianto

Jurnal Epidemiologi Kesehatan Indonesia

Leptospirosis remains a public health concern in Indonesia, including in Bantul Regency. Data from Sewon I Public Health Center (Puskesmas) indicate a high incidence of cases, particularly among housewives who are considered a high-risk group. Effective education is essential to improve leptospirosis prevention behavior. This study aimed to determine the effect of a marked booklet as an innovative health education medium on improving knowledge, attitudes, and preventive actions against leptospirosis among housewives. The study used a quasi-experimental design with a pre-test and post-test control group approach. A total of 60 respondents were divided into two groups, namely the experimental group, …

Analisis Potensial Kejadian Luar Biasa Dbd Berdasarkan Kasus Dbd 5 Tahun Terakhir 2019-2024 : Studi Ekologi Di Kota Lubuklinggau Provinsi Sumatera Selatan, Sely Anggraini, Tri Yunis Miko Wahyono, Fitria Fitria, Nadia Putri

Jurnal Epidemiologi Kesehatan Indonesia

Dengue Hemorrhagic Fever (DHF) is an endemic disease in Indonesia, with a high potential for outbreaks, particularly in tropical and densely populated regions such as Lubuklinggau City. This study aimed to assess the outbreak potential of DHF in Lubuklinggau by analyzing the five-year trend of minimum and maximum case numbers (2019–2023) and comparing them with 2024 data using the epidemic threshold approach. A descriptive ecological study design was employed, with all primary health centers (puskesmas) in the city as units of analysis. Data sources included annual DHF surveillance reports from the District Health Office, field observations, demographic data from the …

Zika In Infants And Pregnancy (Zip) Study: Results From A Prospective International Cohort Study Of Prenatal Zika Virus Infection And Adverse Fetal And Infant Outcomes, Jill Farnell Lebov, Martha Nason, Kristen B Stolka, Ricardo Ximenes, Marisa M Mussi-Pinhata, Jack Moye, Carmen D Zorrilla, Carmen M Velez Vega, José F Cordero, Deolinda M F Scalabrin, Albert I Ko, Maria Elisabeth Lopes Moreira, Luiz Augusto Galvão, William Britt, Ernesto T A Marques, Angel Balmaseda, Eva Harris, Juan F Arias, Stacey Schultz-Cherry, Ana Lucía Garces, Nancy F Krebs, Theresa J Ochoa, César Augusto Ugarte-Gil, Elizabeth Fogleman, Erin Gabriel, Michael Welton, Carmen M Irizarry, Silvia Biason De Moura Negrini, Conrado Milani Coutinho, Demócrito De Barros Miranda-Filho, Ulisses Ramos Montarroyos, Marli Tenorio Cordeiro, Anna Gajewski, Jorge E Osorio, Lester Figueroa

Faculty, Staff and Student Publications

Background: Before Zika virus (ZIKV) infections were observed in the Americas, an association between ZIKV and microcephaly or other congenital malformations was not well documented. Initial reports suggested strong associations between ZIKV and congenital malformations, but plausible estimates of causal effects from prospective studies with adequate sample size and covariate data were few.

Methods: From 2016-2018, the Zika in Infants and Pregnancy (ZIP) study enrolled pregnant people before 18 weeks gestation or with confirmed symptomatic ZIKV in a prospective cohort across 10 sites in South and Central America, and in Puerto Rico. Pregnancies were followed monthly through delivery and 6 …

Whole-Genome Sequence-Based Association Analysis Of African American Individuals With Bipolar Disorder And Schizophrenia, Runjia Li, Sarah A Gagliano Taliun, Kevin Liao, Matthew Flickinger, Janet L Sobell, Giulio Genovese, Adam E Locke, Rebeca Rothwell Chiu, Jonathon Lefaive, Jiongming Wang, Taylor Martins, Sinéad Chapman, Anna Neumann, Robert E Handsaker, Donna K Arnett, Kathleen C Barnes, Eric Boerwinkle, David Braff, Brian E Cade, Myriam Fornage, Richard A Gibbs, Karin F Hoth, Lifang Hou, Charles Kooperberg, Ruth J F Loos, Ginger A Metcalf, Courtney G Montgomery, Alanna C Morrison, Zhaohui S Qin, Susan Redline, Alexander P Reiner, Stephen S Rich, Jerome I Rotter, Kent D Taylor, Karine A Viaud-Martinez, Tim B Bigdeli, Stacey Gabriel, Sebastian Zollner, Albert V Smith, Goncalo Abecasis, Steve A Mccarroll, Michele T Pato, Carlos N Pato, Michael Boehnke, James Knowles, Hyun Min Kang, Roel A Ophoff, Jason Ernst, Laura J Scott

Faculty, Staff and Student Publications

In studies of individuals of primarily European genetic ancestry, common and low-frequency variants and rare coding variants have been found to be associated with the risk of bipolar disorder (BD) and schizophrenia (SZ). However, less is known for individuals of other genetic ancestries or the role of rare non-coding variants in BD and SZ risk. We performed whole-genome sequencing (∼27X) of African American individuals: 1,598 with BD, 3,295 with SZ, and 2,651 unaffected controls (InPSYght study). We increased power by incorporating 14,812 jointly called psychiatrically unscreened ancestry-matched controls from the Trans-Omics for Precision Medicine (TOPMed) Program for a total of …

Hubungan Karakteristik Kontak Erat Dengan Pengetahuan, Sikap, Dan Perilaku Pencegahan Tuberkulosis: Studi Potong Lintang Di Puskesmas Kenarilang, Alor, Nusa Tenggara Timur, Hanif Abadi, Ezra Maraben Lily

Jurnal Epidemiologi Kesehatan Indonesia

Indonesia ranks second globally in the number of tuberculosis (TB) cases, accounting for 10% of all global cases. In the working area of Kenarilang Public Health Center, 951 confirmed TB cases were recorded as of October 2024. Close contacts of TB patients are at high risk of infection and may become new sources of transmission if not properly managed. Knowledge, attitudes, and practices (KAP) among close contacts play a crucial role in TB prevention, aligning with the target of TB elimination by 2030. This study aims to determine the relationship between the characteristics of close contacts and their KAP levels …

Gambaran Faktor Risiko Waktu Terapi Radiasi Yang Berkepanjangan Pada Pasein Kanker Payudara: Studi Cross-Sectional Di Rsup Dr. Kariadi Tahun 2023, Zahra Zetira Muchtar, Asri C. Adisasmita, Dion Firli Bramantyo

Jurnal Epidemiologi Kesehatan Indonesia

In Indonesia, there were more than 58,000 new breast cancer cases with nearly 23,000 deaths in 2020. Radiotherapy is one of the adjuvant therapy modalities for breast cancer. Interruptions of more than five days increase the risk of local recurrence. This study aimed to describe the risk factors associated with prolonged overall treatment time (OTT) in breast cancer patients at Dr. Kariadi General Hospital during 2023. This was a cross-sectional study using bivariate logistic regression analysis to examine the association between national holidays, deterioration of general condition, age, residence, and type of surgery prior to radiation therapy with prolonged OTT. …

Determinan Ketidakpatuhan Kunjungan Pengambilan Obat Antiretroviral Pasien Hiv/Aids Di Kabupaten Bekasi Tahun 2023-2024, Intan Ully Athalia Sihombing, Mondastri Korib Sudaryo, Helda Helda, Helwiah Umniyati, Irva Zulviya Hasyim

Jurnal Epidemiologi Kesehatan Indonesia

Non-adherence to scheduled antiretroviral (ARV) medication pickup can reduce treatment effectiveness, increase the risk of drug resistance, and contribute to poor HIV infection control. This study aimed to identify factors associated with missed ARV pickup appointments among people living with HIV/AIDS in Bekasi District. An analytical cross-sectional study was conducted using secondary data from HIV/AIDS patients undergoing ARV therapy in 2023–2024. Data were analyzed descriptively (univariate), using Chi-square tests (bivariate), and log-binomial regression (multivariate). Among 811 patients, 341 (42%) were recorded as non-adherent to their medication pickup schedule. The results showed that having an unsuppressed viral load (>50 copies/ml) …

Hubungan Kualitas Pemeriksaan Kehamilan Terhadap Kejadian Stunting Pada Anak Usia 6-23 Bulan Di Indonesia (Analisis Ski 2023), Hanna Audila, Helda Helda, Sudarto Ronoatmodjo

Jurnal Epidemiologi Kesehatan Indonesia

Stunting is still a nutritional problem and remains a major public health issue. Especially in Indonesia, the prevalence of stunting among children under two years old (toddlers) remains high, at 18.50%. The annual average rate of reduction of stunting among toddlers has been relatively slow for over the past 10 years. Therefore, optimizing stunting interventions-particularly during the first 1000 days of life is essential, including through antenatal care (ANC). This study aims to analyze the relationship between the quality of antenatal care and the incidence of stunting among children aged 6-23 months-old in Indonesia, after being controlled by the other …

Understanding Challenges Faced By Female Graduate Medical Education Trainees: A Qualitative Content Analysis Of Physician Coaching Requests, Nathalie Dieujuste, Adrienne Mann, Kimiko Dunbar, Pari Shah Thibodeau, Tyra Fainstad, Brooke Dorsey Holliman

HCA Healthcare Journal of Medicine

Background

Physician burnout, particularly among female graduate medical education (GME) trainees, is a growing concern that affects physician wellness and patient safety. Professional coaching has shown promise in improving physician wellness. The Better Together Physician Coaching program (BT) is a web-based, group-coaching program, piloted using female GME trainees, aimed at improving key indicators of well-being, including burnout and impostor syndrome. In this qualitative study, we aimed to understand the challenges faced by female physician trainees shared in the pilot of the BT coaching intervention.

Methods

A total of 101 female physician trainees participated in the BT pilot. A sample of …

Understanding User Needs In Health Crisis Risk Monitoring Information System Development: A Lesson From Tasikmalaya District, Indonesia, Arief Tarmansyah Iman, Hari Kusnanto, Ariani Arista Putri Pertiwi

Kesmas

A health crisis risk monitoring information system needs to be developed, especially during the pre-disaster phase; therefore, understanding the needs of prospective users is crucial. This study aimed to investigate the needs of potential users regarding the development of this system. This study employed a qualitative, exploratory approach to gather user needs from stakeholders through interviews (n = 7) and one focus group discussion (n = 12). The data were audio-recorded, transcribed verbatim, and then thematically analyzed using qualitative content analysis. The need for information was related to disaster preparedness and its preferred format. The system should be targeted, multiplatform, …

Barriers To Implementing Comprehensive Sexuality Education As A Strategy To Prevent Adolescent Pregnancy In Indramayu District, Indonesia, Een Kurnaesih, Chahya Kharin Herbawani, Nelly Febriani

Kesmas

The implementation of comprehensive sexuality education (CSE) is not optimal. This qualitative study aimed to identify and contextualize barriers to CSE implementation, specifically in Indramayu District, Indonesia. Conventional content analysis procedures were used. Seven participants, consisting of relevant authorities, were interviewed. A purposive sampling technique was employed to select participants. Data were collected through in-depth, semi-structured interviews. All interviews were recorded and transcribed verbatim. Data were analyzed using conventional qualitative content analysis. The barriers to CSE implementation in Indramayu District were identified across five themes: advocacy, technical considerations, coordination and collaboration, integration with other sexual and reproductive health projects, and …

Experiences Of Elderly Living With Noncommunicable Diseases In Utilizing Health Services In Myanmar During The Covid-19 Pandemic, Nway Eint Chei, Kwanjai Amnatsatsue, Natkamol Chansatitporn, Ariya Bunngamchairat

Kesmas

The COVID-19 pandemic and armed conflicts in Myanmar have intensified the challenges in accessing and utilizing health services, particularly for noncommunicable diseases (NCDs) among older adults. This qualitative study explored the experiences of the elderly with NCDs regarding health service accessibility and utilization in secure areas with fully operational health facilities by conducting in-depth interviews with 20 eligible older adults in Myanmar; data were analyzed using content analysis. Four key themes emerged: NCD service utilization patterns; unmet needs; preferences and hesitancy toward NCD services; and disparities, barriers, and opportunities. The findings revealed widespread underutilization of NCD services due to several …

Low Economic Level And The Risk Of Overweight Among Indonesian Junior And Senior High School Students, Ariyanto Nugroho, Purwo Setiyo Nugroho, Amarin Yudhana, Sri Sunarti

Kesmas

Overweight and obesity among Indonesian adolescents have emerged as a pressing public health issue, reflecting global trends. This study examines the relationship between economic status and overweight prevalence among junior and senior high school students in Indonesia, using secondary data from the Global School-based Health Survey (GSHS). This study analyzed data from 9,977 students aged 11–18 years through a cross-sectional design and binary logistic regression, adjusting for dietary habits, physical activity, and sedentary behavior. Overall, 14.7% of students were overweight; the prevalence was notably higher among low-income students (27.4%) compared to high-income groups (14.2%). Students from lower economic backgrounds were …

Government Health Spending And Life Expectancy: Evidence From Cities And Districts In Indonesia, Kurnia Sari, Budi Hidayat, Amal Chalik Sjaaf, Mardiati Nadjib

Kesmas

Life expectancy is widely recognized as a fundamental indicator of population health, and its improvement is often linked to government health spending, particularly in decentralized health systems. This study aimed to investigate the relationship between local government health expenditures and life expectancy in decentralized Indonesia. Data from 492 cities and districts, spanning from 2015 to 2019, were analyzed using a two-way fixed effects regression model to control for time-invariant district characteristics and common temporal shocks. The findings indicated that a 10% increase per capita in government health expenditure was associated with a 0.01% increase in life expectancy. This association was …

Has Regional Hospital Autonomy Achieved Its Goals? Lessons Learned From Indonesia: A Systematic Review, Masyitoh Basabih, Indriaswari Widhakuswara

Kesmas

This study examined the impact of hospital autonomy implementation on the performance of regional public hospitals in Indonesia, particularly in terms of efficiency, effectiveness, and governance. A systematic review of 32 peer-reviewed studies published between June 12 and September 6, 2023, was conducted using Garba Rujukan Digital and Google Scholar, following PRISMA guidelines. Studies addressing financial performance, service outcomes, and challenges related to implementing autonomy were included. The findings indicated that while autonomy led to improvements in infrastructure, service types, visit volumes, and hospital revenues, it had only a marginal impact on improving key health performance outcomes, such as service …

Associations Between Factors Of Unhealthy Lifestyle, Mental Health Issues, Chronic Illnesses, Environmental Health Risks, And Infertility In Females: A Cross-Sectional Study, Richard L. Huang

Doctoral Dissertations and Projects

Infertility has risen rapidly in recent decades and has become the third-largest public health concern in the world. It has significantly threatened individuals’ psychological, physical, and social well-being, and it could be an early sign of severe health problems in the future. Furthermore, it also threatens the continuation of life and human civilization. The purpose of this study was to examine the relationship between individuals’ daily lifestyle behaviors, mental health status, chronic conditions, environmental health factors, and infertility by using cross-sectional quantitative methods. It benefits the public as the study raised awareness of potential risks and provided guidance to avoid …

Social Media And Mental Health According To Generation Z: A Health Belief Model-Based Cross-Sectional Evaluation Of Generation Z Adults’ Attitudes And Perceptions Of Problematic Social Media Use And Its Relationship With Depression And Anxiety, Michael Chad Gann

Doctoral Dissertations and Projects

Purpose: This study aimed to examine Generation Z adults’ attitudes and perceptions of problematic social media use (PSMU) as they relate to mental health problems (depression and anxiety) through the lens of the Mental Health Belief Model.

Methods: A cross-sectional, web-based survey gathered data from a convenience sample (N = 353) of Generation Z adults (age 18-30) after receiving approval from the LU IRB. The previously validated instrument battery included the Bergen Social Media Addiction Scale (BSMAS), the Patient Health Questionaire – 9 (PHQ-9), the Generalized Anxiety Disorder – 7 (GAD-7), and the Greene (2012) MHBM subscales for perceived susceptibility …

Evaluating Inclusion Rates Of Oral-Systemic Health Connection Coursework In Dental And Medical Professional Programs' Admissions Requirements, Wendy Marie Carry

Doctoral Dissertations and Projects

Oral systemic health connections (OSHC) are bidirectional, life-threatening, and a significant public health concern. Studies have identified over 200 OSHCs; however, the prevalence of foundational OSHC education in dental and medical professional programs remains unknown. This quantitative descriptive comparative pilot study aimed to explore the prevalence of predictor variables, dental and medical professional programs in the United States, and the criterion variable, including an OSHC admissions requirement for the 2025 academic year. The point-in-time count methodology served as the theoretical framework guiding this study and the development of the PiT-PARCI instrument. The proposed testing was replaced with alternative testing based …

Mortality And Heart Failure Exacerbations With Incretin-Mimetic Drugs For Weight Loss In Patients With Obesity-Related Heart Failure With Preserved Ejection Fraction, Leila Humphreys, Salvatore Carbone, Syed Imran Ahmed

Cardiovascular Research Symposium

Research has shown that incretin-mimetic agents approved and used for weight loss may help treat heart failure by improving their quality of life and functional capacity. Whether differences exist between these agents in the HFpEF population has not been tested before. Our study set out to see if these agents affected risk of all-cause mortality and further heart failure related hospitalizations in patients with obesity-related HFpEF and whether differences exist among them.

Predicting Cardiovascular Mortality In Hampton Roads Using Social Determinants Of Health, Mohan D. Pant, Aditya Chakraborty, Prachi P. Chavan, George Mcleod, Brett J. Sierra, Glenn A. Yap, Brian C. Martin, Ebbie Kalan, Gregory T. Scott

Cardiovascular Research Symposium

Background: In Virginia’s Hampton Roads (HR) region, minority populations experience notably higher mortality rates than white populations. Despite abundant research on the association between social determinants of health (SDOH) and cardiovascular mortality rates at the state and national levels, there is a lack of research examining this association in the HR region.

Objective: The main objective of this study is to train and validate a geospatial-temporal predictive model to examine the association between SDOH and cardiovascular mortality, in the HR region.

Methods: Utilizing a longitudinal dataset (2010–2021) from the Virginia Department of Health and the U.S. Census Bureau, we trained …

A Modern Analytical Method To Forecast Cerebrovascular Diseases (Cd), And Heart Diseases (Hd) Using Multivariate Time Series Model Utilizing The Cdc Provisional Mortality Data, Aditya Chakraborty, Mohan Pant

Cardiovascular Research Symposium

Background: In this study, a new analytical approach was introduced to answer specific questions related to mortalities due to cerebrovascular diseases, heart diseases, and the association of these mortalities with twelve other causes of death (COD).

Methods: A multivariate time series forecasting model was developed utilizing each of the CODs by taking the weekly and yearly seasonality into account, and the mortality counts were forecasted using the most recent CDC weekly mortality count data. A new COD data matrix was structured for all CODs as a function of weeks by combining the observed and predicted values of the mortality counts. …