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Articles 31 - 60 of 132
Full-Text Articles in Medicine and Health Sciences
Mapping Nevada's Dental Workforce, Kelvin Chen
Mapping Nevada's Dental Workforce, Kelvin Chen
UNLV Theses, Dissertations, Professional Papers, and Capstones
Access to care is a concern at the forefront of public health. Due to socioeconomic and geopolitical pressures, the distribution of healthcare providers across a population often does not coincide with the demand for healthcare in a specific geographic area. Rural areas typically do not have enough providers and urban areas typically have too many. This stark reality underscores an inherent inefficiency in the allocation of healthcare resources and is a discrepancy that must be addressed by state-sponsored institutions and programs. From a public health perspective, the problem of insufficient or lack of access to care is the greater of …
Defining Septicemia Incidence And Mortality In South Carolina Through Access To Health Care, Behavioral Health, And Low Socio-Economic Status, Raeann Vossberg
Defining Septicemia Incidence And Mortality In South Carolina Through Access To Health Care, Behavioral Health, And Low Socio-Economic Status, Raeann Vossberg
Senior Theses
This study aims to provide an in-depth view of septicemia mortality and incidence in the state of South Carolina through the lenses of socio-economic factors, access to healthcare, and behavioral health factors. This study was conducted using data from the South Carolina Revenue and Fiscal Affairs Office, utilizing their Hospitalization, Inpatient, Emergency Department, and Outpatient data both separately and combined depending on the data point, along with additional data sources for support (see works cited). We hypothesize that the higher rates of septicemia mortality and incidence in the southeastern United States, as well as in South Carolina in particular, could …
Demographic And Socioeconomic Determinants Of Lassa Fever In Edo State, Nigeria, Faith Ogagaroghene Ireye
Demographic And Socioeconomic Determinants Of Lassa Fever In Edo State, Nigeria, Faith Ogagaroghene Ireye
Walden Dissertations and Doctoral Studies
Lassa fever is a viral hemorrhagic fever caused by the Lassa virus and associated with significant morbidity and mortality. Yearly outbreaks of the disease occur in Edo State, Nigeria. The purpose of this study was to examine the demographic and socioeconomic factors that can influence transmission of the disease. The Commission on Social Determinants of Health conceptual framework was used in this research study. This framework describes the relationship between structural and intermediary factors and how they determine health outcomes. To answer the research question of how demographic and socioeconomic factors influence Lassa fever transmission in Edo State, a cross-sectional …
Factors Associated With Help-Seeking Behaviors Among Persons With Serious Psychological Distress, Minn A. Oh
Factors Associated With Help-Seeking Behaviors Among Persons With Serious Psychological Distress, Minn A. Oh
Walden Dissertations and Doctoral Studies
Serious psychological distress (SPD) is an important individual and public health concern, but inconsistent results exist in the literature in terms of help-seeking behaviors and health-related outcomes among persons with SPD. The purpose of this study was to address this issue and understand clinical factors, access and quality of care factors, and sociodemographic factors associated with help-seeking behaviors among adults with SPD using the California Health Interview Survey (CHIS). CHIS data were collected in 2015 as a part of a two-year cycle (2015-2016) and surveyed 42,089 adults. For multivariable analyses, logistic regression analyses were performed. Participants with chronic health conditions …
Methenamine Prophylaxis For Recurrent Urinary Tract Infections In A Tertiary Referral Center, Cameron A. Wade
Methenamine Prophylaxis For Recurrent Urinary Tract Infections In A Tertiary Referral Center, Cameron A. Wade
Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)
Purpose: Methenamine hippurate (MH) is a urinary antiseptic, indicated for prophylaxis of recurrent urinary tract infections (UTIs) but with only few and limited studies regarding its efficacy. To help address this knowledge gap we reviewed our experience with MH for UTI prophylaxis, focusing on women with recurrent uncomplicated UTIs.
Materials and Methods: The University of Kentucky electronic health record was queried to identify adults who were prescribed MH from the Urology clinic between January 2013 and January 2019. Charts were reviewed to assess patient-reported UTI frequency, demographics and relevant health factors. Treatment success was defined as 0-1 UTI in 6 …
Applied Methodologies Demonstrated Through Three Independent Studies For Assessing The Effects Of Socioeconomic, Environmental Chemical Exposure, And Therapeutic Factors On Oncological Diseases And Covid-19, Bayarmagnai Maggie Munkhjargal
Applied Methodologies Demonstrated Through Three Independent Studies For Assessing The Effects Of Socioeconomic, Environmental Chemical Exposure, And Therapeutic Factors On Oncological Diseases And Covid-19, Bayarmagnai Maggie Munkhjargal
Legacy Theses & Dissertations (2009 - 2024)
When trying to understand risk factors for a disease, even before we know the causal agents, it is necessary to create a surveillance data set that answers the questions of who, when, and where, and includes any potential covariates which may either promote or prevent the disease. There are a wide variety of surveillance data. For example, hospital discharge data, such as the New York Statewide Planning and Research Cooperative System (SPARCS) data, encompass all hospitalized cases in the state, while clinical datasets cover a specially constructed population in pursuit of research of a certain disease type. Analysis of surveillance …
Creation Of A Covid-19 Community Testing Team For Home Health And Hospice, Lilah Raja
Creation Of A Covid-19 Community Testing Team For Home Health And Hospice, Lilah Raja
Master's Projects and Capstones
The novel SARS-CoV-2 strain (COVID-19) was identified in Wuhan, China in December 2019 (Eddy et. al, 2020). The resulting US outbreak has affected the Kaiser Permanente (KP) Oakland health care system. With the threat of COVID-19 highest among immunosuppressed and elderly clients, KP Oakland home health and hospice (HH/HO) department is rapidly mobilizing to provide community and in-home testing for eligible clients. A project was created to build a COVID-19 testing team workflow to provide diagnostic and preventative testing. This project focuses on team-based interventions that will change the pre-existing practice of requiring HH/HO clients to travel to remote testing …
Epidemiology And Pathophysiology Of Common Skin Diseases In West Africa: An Immunodermatological Framework, Osazomon Imarenezor
Epidemiology And Pathophysiology Of Common Skin Diseases In West Africa: An Immunodermatological Framework, Osazomon Imarenezor
All HCAS Student Capstones, Theses, and Dissertations
This capstone reviews the common skin diseases on a global scale. With these dermatoses being further funneled into Africa and then magnified into common West African dermatoses, the meta-analyses of literature available paints a clear picture of the epidemiological & pathological factors and their contribution to the skin disease. Each article analysed in this analysis was taken from a 20-year span of January 2000 to December 2019. The selection of articles was fine-tuned by identifying the distribution of skin disease, revealing the populations affected (age, gender, ethnicity, etc), the main causes, country of origin, the prognosis of disease, and the …
Plasma Proteins That May Cause Parkinson’S Disease And Multiple Sclerosis: A Mendelian Randomization Study, Brigid A. Staley
Plasma Proteins That May Cause Parkinson’S Disease And Multiple Sclerosis: A Mendelian Randomization Study, Brigid A. Staley
Dissertations and Theses
Multiple sclerosis (MS) and Parkinson’s disease (PD) are progressively disabling neurologic disorders that profoundly affect quality of life and shorten life expectancy. There is no cure for either disease, and current treatments only alleviate symptoms and may cause serious side effects. The causes of MS and PD are not well understood. Previous epidemiologic studies have documented numerous environmental risk factors for both diseases. However, these studies are inherently prone to bias from confounding which may generate spurious results. The lack of unbiased evidence on environmental causes of MS and PD has been a critical barrier to fully understanding their pathophysiology. …
Epidemiology Of Upper Urinary Tract Stones And Stone Management In Autosomal Dominant Polycystic Kidney Disease, Vinusha Kalatharan
Epidemiology Of Upper Urinary Tract Stones And Stone Management In Autosomal Dominant Polycystic Kidney Disease, Vinusha Kalatharan
Electronic Thesis and Dissertation Repository
Upper urinary tract stones are a major determinant of pain and is suggested to accelerate disease progression in patients with autosomal dominant polycystic kidney disease (ADPKD). For these reasons, stones should be optimally managed in patients with ADPKD. However, the kidney distortions may make managing stones challenging in patients with ADPKD. Understanding of the epidemiology of upper urinary tract stones and stone intervention and the outcomes of stone interventions is limited. The aim of this thesis is to understand the epidemiology of upper urinary tract stones and stone interventions and consequences of stone management in patients with ADPKD.
To address …
Renal And Cardiovascular Outcomes Associated With Cannabis Use In Veterans With Advanced Chronic Kidney Disease Transitioning To Dialysis, Praveen Kumar Potukuchi
Renal And Cardiovascular Outcomes Associated With Cannabis Use In Veterans With Advanced Chronic Kidney Disease Transitioning To Dialysis, Praveen Kumar Potukuchi
Theses and Dissertations (ETD)
Background: Legalization of cannabis and its constituents may lead to increased exposure of a higher number of consumers to cannabis use, including those with chronic kidney disease (CKD). We expect increase in cannabis use, especially, in patients with compromised kidney function. However, there is sparse literature on the effects of cannabis use on cardiorenal and mortality outcomes among patients with advanced CKD. Objectives: The main goal of the current study was to examine the effect of cannabis use on renal and cerebrovascular outcomes as well as mortality in patients with advanced CKD. Using a nationwide cohort of US veterans with …
Is Vaping Related To Other Health Risk Behaviors Among Adolescents?, Alvina Emran
Is Vaping Related To Other Health Risk Behaviors Among Adolescents?, Alvina Emran
Senior Theses
Vaping (smoking a vaporized liquid with an active ingredient) has had an upward trend in high school populations (ages 13-18) within the last decade, mainly due to misinformation and targeting from companies that sell e-cigarettes (142, 7). The most common substances that are vaped in teens are nicotine and tetrahydrocannabinol (THC, the active ingredient in marijuana) (147). Nicotine and THC bind to NAchR and CB1 receptors that affect certain parts of the dopamine reward pathway, such as the prefrontal cortex, the ventral tegmental area, and the ventral striatum in the brain (44,106). Dysfunction within these pathways have been associated with …
Vaccine Confidence, Coverage, And Hesitancy Worldwide: A Literature Analysis Of Vaccine Hesitancy And Potential Causes Worldwide, Jordan Hammond
Vaccine Confidence, Coverage, And Hesitancy Worldwide: A Literature Analysis Of Vaccine Hesitancy And Potential Causes Worldwide, Jordan Hammond
Senior Theses
Vaccines are one of the world’s most impactful medical therapies. They are cost-effective, successfully proven, and one of the quickest treatment options available today (Clark et al., 2016). They save millions of lives every year and have eliminated certain diseases on a national and international level. However, millions of people worldwide still remain unvaccinated. In developed nations, mainly The United States (U.S.) and the European countries, many of the unvaccinated are a result of rising vaccine hesitancy of parents in conjunction with the anti-vaccination movement. Vaccine hesitancy is defined as “a delay in acceptance or refusal of vaccines despite availability” …
The Cholera Crisis In Yemen: Case Studies On Vulnerability And Resilience In Sana'a, Al Hudaydah, And Ma'areb, Noor Albannein A. Al-Saad
The Cholera Crisis In Yemen: Case Studies On Vulnerability And Resilience In Sana'a, Al Hudaydah, And Ma'areb, Noor Albannein A. Al-Saad
Honors Theses and Capstones
The largest recorded cholera epidemic in history is happening right now in Yemen, a country which has reported over 2 million cases of cholera as of 2020. Yemen has a history of endemic cholera, but prolonged conflict in the country has led to deteriorating conditions that have triggered massive outbreaks of the disease. The purpose of this study is to investigate the direct and indirect causes of the cholera epidemic in Yemen by proposing factors that may confer vulnerability and resilience in Yemeni governorates. Case studies were constructed for three governorates: Sana’a and the inner municipality of Amanat Al Asimah; …
On The Dynamics And Structure Of Multiple Strain Epidemic Models And Genotype Networks, Blake Joseph Mitchell Williams
On The Dynamics And Structure Of Multiple Strain Epidemic Models And Genotype Networks, Blake Joseph Mitchell Williams
Graduate College Dissertations and Theses
Mathematical disease modeling has long operated under the assumption that any one infectious disease is caused by one transmissible pathogen. This paradigm has been useful in simplifying the biological reality of epidemics and has allowed the modeling community to focus on the complexity of other factors such as contact structure and interventions. However, there is an increasing amount of evidence that the strain diversity of pathogens, and their interplay with the host immune system, can play a large role in shaping the dynamics of epidemics.
This body of work first explores the role of strain-transcending immunity in mathematical disease models, …
Predictive Modeling Of Influenza In New England Using A Recurrent Deep Neural Network, Alfred Amendolara
Predictive Modeling Of Influenza In New England Using A Recurrent Deep Neural Network, Alfred Amendolara
Theses
Predicting seasonal variation in influenza epidemics is an ongoing challenge. To better predict seasonal influenza and provide early warning of pandemics, a novel approach to Influenza-Like-Illness (ILI) prediction was developed. This approach combined a deep neural network with ILI, climate, and population data. A predictive model was created using a deep neural network based on TensorFlow 2.0 Beta. The model used Long-Short Term Memory (LSTM) nodes. Data was collected from the Center for Disease Control, the National Center for Environmental Information (NCEI) and the United States Census Bureau. These parameters were temperature, precipitation, wind speed, population size, vaccination rate and …
: Examining How Factors Associated With Patients, Physicians, Hospitals, And Surrounding Communities Affect Primary And Repeat Cesarean Delivery Through A Social-Ecological Lens, Christina Ventura-Dipersia
: Examining How Factors Associated With Patients, Physicians, Hospitals, And Surrounding Communities Affect Primary And Repeat Cesarean Delivery Through A Social-Ecological Lens, Christina Ventura-Dipersia
Dissertations and Theses
Background: Childbirth is one of the most common reasons for hospitalization in the U.S., and Cesarean delivery (i.e., surgical childbirth) is costlier and has a higher likelihood of birth-related complications, maternal rehospitalization, and postpartum medical care utilization than vaginal delivery. The rate of Cesarean delivery in the United States (U.S.) has increased in recent years by over 60%, from 20.7% of all births in 1996 to 32.9% of all births in 2011. As Although this increasing trend of Cesarean delivery incidence has also been seen in other countries, the rate of Cesarean delivery has been rising more steadily within …
Epidemiological Analysis Of Malaria Decrease In El Salvador From 1955 Until 2017, Tatiana I. Gardellini Guevara
Epidemiological Analysis Of Malaria Decrease In El Salvador From 1955 Until 2017, Tatiana I. Gardellini Guevara
USF Tampa Graduate Theses and Dissertations
The disease of malaria is complex, with clinical presentation that ranges from severe and complicated to mild and uncomplicated or even to asymptomatic malaria. A recent effort made by several world organizations has shown important advances in the effort to control and eradicate malaria. Following the general ordinance established by the trans-border organizations, each country has tried to define, according to their local geopolitical scenario, individual ¨road maps¨ to succeed in reducing the morbidity and mortality caused by malaria. Moreover, it is now accepted universally that these road maps need to be revised and appropriated in order to correct actions …
Gestational Weight Gain, Offspring Asthma And Wheeze Phenotypes In Project Viva, Kathryn Wagner
Gestational Weight Gain, Offspring Asthma And Wheeze Phenotypes In Project Viva, Kathryn Wagner
Masters Theses
In the US, 8.4% of children are diagnosed with asthma by age 18, making asthma one of the most common chronic conditions among children. Additionally, 25% of children experience persistent wheezing by age 6, an indicator of childhood asthma. Both childhood asthma and persistent wheezing may be linked to inflammatory and immune mechanisms, which are associated with inadequate and excessive gestational weight gain. Studies investigating the relationship between gestational weight gain and offspring asthma and wheeze phenotypes are limited by self-reported gestational weight gain, early age at asthma and wheeze assessments, limited adjustment for potential confounders and no trimester-specific evaluations. …
Factors Associated With Eosinophilic Esophagitis In Nevada, Julia Lorraine Anderson
Factors Associated With Eosinophilic Esophagitis In Nevada, Julia Lorraine Anderson
UNLV Theses, Dissertations, Professional Papers, and Capstones
Eosinophilic esophagitis (EoE) is a rare immune-mediated illness with symptoms that range from difficulty swallowing to food impaction of the esophagus. Most published studies have been documented among patients residing in cool regions with significant annual rainfall. No published studies to our knowledge have been performed examining the healthcare utilization trends of EoE in Nevada. Utilizing two unique databases, the factors associated with EoE healthcare utilization patterns in Nevada were examined. All analyses were performed in R version 3.5.1. This study included a demographic and regional analysis identifying risk factors associated with having an EoE healthcare visit in Nevada. Several …
Patient Sex And Physician Adherence To Treatment Guidelines For Non-Purulent Cellulitis, Rebecca Goldberg
Patient Sex And Physician Adherence To Treatment Guidelines For Non-Purulent Cellulitis, Rebecca Goldberg
Masters Theses
In 2015, participating US Emergency Departments (EDs) reported approximately 2.8 million visits related to skin and soft tissue infections (SSTIs). Studies indicate that there may be disparities by patient sex in physician treatment guideline adherence rates as a result of a gender bias during physician-patient interactions; however, only two epidemiologic studies have investigated the role of patient sex in guideline adherence rates for SSTIs. These prior studies were limited in size and covariate assessment. Thus, the magnitude and direction of the effect of patient sex is uncertain, warranting further research. Therefore, we conducted a large prospective study to elucidate the …
Evolutionary Dynamics Of Influenza Type B In The Presence Of Vaccination: An Ecological Study, Lindsey J. Fiedler
Evolutionary Dynamics Of Influenza Type B In The Presence Of Vaccination: An Ecological Study, Lindsey J. Fiedler
USF Tampa Graduate Theses and Dissertations
Understanding the evolutionary dynamics of influenza type B in human hosts is a public health concern as we strive to minimize the disease burden in seasonal epidemics. Vaccination is considered the best defense against contracting influenza, and everyone over the age of 6 months is advised to get vaccinated before each season. The effect that vaccine-acquired immunity has on the evolution of influenza B remains unclear. In the U.S., vaccine-uptake is irregular across the states, and the differing coverages present an opportunity to study how vaccination influences viral evolution. This thesis analyzes the evolutionary patterns of influenza B in the …
Public Health Policy: An Ethical Analysis Of Quarantine, Dina Alqahtani
Public Health Policy: An Ethical Analysis Of Quarantine, Dina Alqahtani
Electronic Theses and Dissertations
As a public health measure quarantine has both historical and contemporary significance both in the United States and abroad. On the surface it represents a low-cost, low-tech way in which the spread of disease can be mitigated as its core requirement is that those who may have been exposed to an infectious agent are kept away from those who have not been exposed to that agent for enough time to determine whether or not infection has been spread. This has been utilized for centuries with both limited questions and scattered, inconsistent, or impossible to achieve oversight and goals. In understanding …
The Prevalence And Context Of Adult Female Overweight And Obesity In Sub-Saharan Africa, Ifeoma Ozodiegwu
The Prevalence And Context Of Adult Female Overweight And Obesity In Sub-Saharan Africa, Ifeoma Ozodiegwu
Electronic Theses and Dissertations
Adult women bear a disproportionate burden of overweight and obesity in Sub-Saharan Africa (SSA). Precise information to understand disease distribution and assess determinants is lacking. Therefore, this dissertation aimed to: (i) analyze the prevalence of adult female overweight and obesity combined in lower-level administrative units; (ii) analyze the effect modification of educational attainment and age on the association between household wealth and adult female overweight and obesity; (iii) synthesize qualitative research evidence to describe contextual factors contributing to female overweight and obesity at different life stages. Bayesian and logistic regression models were constructed with Demographic and Health Survey (DHS) data …
Polydrug Use Among People Who Use Opioids, National Survey On Drug Use And Health 2002 To 2017., Diana Kuo Stojda
Polydrug Use Among People Who Use Opioids, National Survey On Drug Use And Health 2002 To 2017., Diana Kuo Stojda
Electronic Theses and Dissertations
Introduction: Mortality due to overdose has been increasing since 2010 in the U.S., with an increase in the reported use of heroin and co-use of heroin and prescription opioids. Trends and correlates of polydrug use need to be analyzed to propose policies to reduce overdose risk. The overall objective of this study is to characterize high-risk polydrug groups among people who use opioids (PWUO) to understand the patterns of co-used substances and overdose risk factors. Methods: Publicly available data from the 2002-2017 National Survey on Drug Use and Health were analyzed to obtain weighted prevalence rates and trends …
Respiratory Infections And Risk For Development Of Narcolepsy: Analysis Of The Truven Health Marketscan Database (2008 To 2010) With Additional Assessment Of Incidence And Prevalence, Darren Scheer
USF Tampa Graduate Theses and Dissertations
Background and Significance: Narcolepsy is a chronic neurological disorder. These patients experience various psychiatric and physical comorbid diseases and mortality at an increased rate compared to the general population. Additionally, patients with narcolepsy experience approximately a doubling of various annual healthcare related facility visits, transactions, and costs comparatively. Narcolepsy with cataplexy is generally believed to be more prevalent than narcolepsy without cataplexy. However, incidence and prevalence estimates of narcolepsy (with or without cataplexy) vary widely with few large epidemiological studies conducted worldwide and none in the U.S evaluating these proportions in both children and adults utilizing a large health care …
Nonmydriatic Fundus Photography In A High-Risk Population Of Samoans With Diabetes: The Soifua Manuia Eye Screening Program, Lauren Carmela Lamonica
Nonmydriatic Fundus Photography In A High-Risk Population Of Samoans With Diabetes: The Soifua Manuia Eye Screening Program, Lauren Carmela Lamonica
Public Health Theses
IMPORTANCE Novel methods of detecting eye disease are needed due to the challenges associated with service delivery in resource-limited settings.
BACKGROUND The objective of this study is to determine whether clinically gradable fundus images can be obtained using a low-cost, handheld non-mydriatic fundus camera by a non-ophthalmic provider in a remote setting.
DESIGN Cross-sectional study
PARTICIPANTS Two-hundred and six individuals (412 eyes) in the Pacific Island nation of Samoa with pre-diabetes and diabetes (HbA1c ≥5.7% or FBG ≥110 mg/dl).
METHODS Participants underwent non-mydriatic fundus photography with the PanOptic iExaminer System, along with an assessment of near vision, medical, and ophthalmic …
A Conflictive Triuvirate Consruct Of Epidemiologic Systems Failure, Ngozi Lois Ulinwa
A Conflictive Triuvirate Consruct Of Epidemiologic Systems Failure, Ngozi Lois Ulinwa
Walden Dissertations and Doctoral Studies
Epidemiologic systems failure (ESF) is a major hurdle in minimizing the spread of infectious diseases during outbreaks. The reasons for ESF include the technical limitation of personnel handling epidemic crises, strictly defined health policies that limit the actions of epidemiologists, and personal perspective's reservations towards the intentions of health agencies. The purpose of this triumvirate mixed-methods case study was to examine factors of infectious disease control mechanisms useful for determining ESF. Three juxtaposed pre-emptive factors (technical [T], organizational [O], and personal [P] perspectives were used to determine how the multiple perspectives inquiring systems and fuzzy logic revealed factors causing ESF …
A Conflictive Triuvirate Consruct Of Epidemiologic Systems Failure, Ngozi Lois Ulinwa
A Conflictive Triuvirate Consruct Of Epidemiologic Systems Failure, Ngozi Lois Ulinwa
Walden Dissertations and Doctoral Studies
Epidemiologic systems failure (ESF) is a major hurdle in minimizing the spread of infectious diseases during outbreaks. The reasons for ESF include the technical limitation of personnel handling epidemic crises, strictly defined health policies that limit the actions of epidemiologists, and personal perspective's reservations towards the intentions of health agencies. The purpose of this triumvirate mixed-methods case study was to examine factors of infectious disease control mechanisms useful for determining ESF. Three juxtaposed pre-emptive factors (technical [T], organizational [O], and personal [P] perspectives were used to determine how the multiple perspectives inquiring systems and fuzzy logic revealed factors causing ESF …
Factors Associated With Prostate Cancer Screening Intentions Among Adult Men In Nigeria, Ifeanyi N. Malu
Factors Associated With Prostate Cancer Screening Intentions Among Adult Men In Nigeria, Ifeanyi N. Malu
Walden Dissertations and Doctoral Studies
Timely detection of prostate cancer (PCA) with prostate-specific antigens (PSA) and digital rectal examinations (DRE) are essential in optimizing incidence, minimizing prevalence, and reducing mortality rates. Given the low levels of participation in cancer screening, this study was conducted to examine the factors men consider when deciding whether to screen for PCA in Nigeria. A cross-sectional, online-based survey of 180 consenting Nigerian men 50 years old and older was carried out. Logistic regression analysis and descriptive statistics were used to analyze the data. Based on the data, there was a moderate positive association between the health belief model constructs and …