Improving Health Outcome Through Mobile Clinics, Spatial Access, And Overdose Management: A Data-Driven Study Of People Who Inject Drugs, Individuals With Opioid Use Disorder, And College Students, Abass A. Babatunde

All Dissertations

ABSTRACT

Background

The opioid crisis remains a critical public health challenge in the United States. Mobile Health Clinics (MHCs) have emerged as a promising solution to bridge healthcare access gaps for these vulnerable populations, particularly for PWID and individuals with OUD in underserved and rural communities. Despite their potential, geographic disparities in MHC access and knowledge gaps in opioid overdose management and related diseases, including Hepatitis C Virus (HCV), remain significant barriers to care. This dissertation addresses three key dimensions of healthcare delivery for PWID, OUD populations, and college students: (1) barriers to MHC utilization for HCV screening and treatment …

Clostridioides (Clostridium) Difficile In Children And Adolescents In The Community In Cambodia, Lengsea Eng, Paul Turner, Kefyalew Addis Alene, Deirdre A. Collins, Su Chen Lim, Pisey Tan, Sona Soeng, Dylorng Hun, Sotera Yohn, Sarim Vong, Archie C.A. Clements, Thomas V. Riley

Research outputs 2022 to 2026

Background: Clostridioides (Clostridium) difficile transmission between community and healthcare settings has been increasingly reported. We aimed to identify the prevalence and molecular epidemiology of C. difficile colonising adolescents and non-hospitalised children in Cambodia. Methods: Stool samples were collected from 266 students at the University of Health Sciences (UHS) in Phnom Penh, between July and August 2022, and 246 children ≥1 year old visiting the outpatient department (OPD) at Angkor Hospital for Children in Siem Reap, between January and August 2022. C. difficile culture, toxin gene detection and PCR ribotyping were performed. Results: Overall, C. difficile was recovered from 07/266 specimens …

If Alcohol Consumption Were Eliminated, Which Us Counties Would Still Experience High Rates Of Breast Cancer Among Women?, Hina Javed

Boise State University Theses and Dissertations

Background

Breast cancer is the most prevalent cancer among women in the United States, accounting for roughly one-third of all newly diagnosed female cancers (American Cancer Society, 2024). The risk factors for breast cancer include both non-modifiable and modifiable factors. Non-modifiable factors include age at menarche, early menstrual cycles and late menopause. Modifiable factors include smoking, diabetes, obesity and environmental factors such as air pollution. The interplay between lifestyle factors and environmental exposures in cancer development has long been debated. While alcohol consumption is widely recognized as a major breast cancer risk factor, the role of environmental exposure such as …

The Impact Of Culture And Language On Internal Communication And Patient Care In Small To Medium-Sized Black Immigrant-Owned Healthcare Practices In Texas., Chisom Nwosu

Dissertations

This qualitative phenomenological study explored how cultural competency in small to medium-sized Black immigrant-owned healthcare practices in Texas affects internal communication and patient care. Through semi-structured interviews with nine clinical and administrative leaders in Dallas and Houston, five themes emerged: culturally competent leadership, intentional communication structures, language and interpretation practices, patient-centered cultural sensitivity, and the use of technology for adaptation. Findings suggest that culturally aware leadership and inclusive communication strategies foster team cohesion and improve patient trust and care. Participants reported adapting workflows to meet religious, language, and communication needs through human and technological tools. The study underscores embedding cultural …

The Relationship Between Total Serum Cholesterol And Hypertensive Outcomes Among Women 50-60 Years Old: Findings From The Framingham Heart Study, Sierra Smith

Capstone Experience: Master of Public Health

Objective: To assess whether total serum cholesterol (TSC) among middle-aged women is associated with subsequent hypertension while accounting for potential confounders.

Methods: A sample of 853 adults who identify as women, aged 50-60, from the Framingham Heart Study 1948-1972 cohort was selected for this study. Participants' TSC was measured at baseline, and they were followed for 24 years for cardiovascular disease outcomes or death. The outcome of interest in this study was hypertension. A multivariable logistic regression was used to analyze the relationship between TSC and hypertension while controlling for age, glucose, systolic, and diastolic blood pressure.

Results: Compared to …

Analysis Of The Clinical, Socioeconomic, And Sociodemographic Characteristics Of Virally Unsuppressed Children Aged 2-14 Living With Hiv/Aids In The Region Of Abidjan 2 – Côte D’Ivoire (Region Supported By Usaid), Maman Fathim Kamagate

Capstone Experience: Master of Public Health

Background: Viral suppression among children living with HIV (CLHIV) remains suboptimal in Côte d’Ivoire. This study assessed clinical, socioeconomic, and demographic characteristics associated with viral non-suppression among CLHIV aged 2–14 years in Abidjan 2 to inform targeted interventions under the U.S. Agency for International Development (USAID)-supported Reaching Impact, Saturation, and Epidemic Control (RISE) project.

Methods: A retrospective analysis was conducted using routine program data from 1,203 CLHIV across 73 health facilities. Descriptive, bivariate, and multivariate analyses were performed to examine associations with viral load suppression status. Findings guided the development of a multi-level implementation plan using Kotter’s Change Management Framework, …

Effect Of Social Drivers Of Health On Screening For Type 2 Diabetes In Individuals With Gestational Diabetes During Delivery Hospitalization And 4-12 Weeks Postpartum, Ingmar N Bastian, Manisha Gandhi, Mark A Turrentine

Faculty, Staff and Students Publications

Objective: To prospectively evaluate postpartum diabetes screening rates among individuals with gestational diabetes mellitus (GDM) offered testing during the delivery hospitalization or at 4-12 weeks postpartum compared with historic outpatient-only screening and to assess the role of social and structural drivers of health.

Methods: This retrospective study compared patients with GDM who delivered between January 1 and December 31, 2023 (retrospective cohort), and underwent outpatient screening at 4-12 weeks postpartum with a 75-g 2-hour oral glucose tolerance test (OGTT) with a prospective cohort (June 24-November 5, 2024) of the first 100 patients who underwent screening in the immediate postpartum delivery …

Developing Culturally Centered Outreach Materials For Rural Native Veterans, Alexandra B Caloudas, Kelley Arredondo, Gail Beauchamp, Sharon Anastas, Kathy Marchant-Miros, Kristen Frosio, Giselle Day, Katherine Bay, Stephanie Day, Jan Lindsay, Jay Shore

Faculty, Staff and Students Publications

Native Americans serve in the U.S. military at the highest rate per capita of any ethnoracial group and have elevated rates of mental health (MH) difficulties compared to other ethnoracial groups, including posttraumatic stress disorder, alcohol use disorders, and suicide. Almost half of Native Veterans live in rural areas; rurality is associated with significant barriers to MH services. Engaging in outreach with Native Veterans is an important pathway for connecting them with MH care, but the outreach process and educational materials must be culturally aligned to be more effective. We collaborated with partners at a rural Department of Veterans Affairs …

Hemorrhagic Gastropathy From Paclitaxel-Carboplatin Combination Chemotherapy, Kristeen Onyirioha, Maya Balakrishnan

Faculty, Staff and Students Publications

A 58-year-old woman with endometrial cancer started on paclitaxel in combination with carboplatin chemotherapy, presented to the hospital with severe anemia and melena. An esophagogastroduodenoscopy with biopsies revealed diffuse gastric antrum hemorrhagic gastropathy without inflammatory changes. She had recurrent admissions with similar presentations during her chemotherapy. Her management included frequent blood transfusions, endoscopic Argon plasma coagulation to hemorrhagic lesions, and a prolonged course of proton pump inhibition to facilitate post-Argon plasma coagulation mucosal healing. Weeks after completing chemotherapy, her hemoglobin improved and recurrent upper gastrointestinal bleeding resolved. In this case, we identify a rare paclitaxel, in combination with carboplatin, associated …

Incidence Of And Risk Factors For Hospital-Acquired Bleeding In People With Cancer: A Systematic Review, Mansour Gergi, Jinah Kim, Amalia Dolan, Laura Haines, Ang Li, Neil A Zakai

Faculty, Staff and Students Publications

Background: Hospital-acquired (HA) bleeding (bleeding occurring during hospitalization) in cancer patients is poorly characterized, potentially increasing morbidity and mortality due to under- or overprescription of low-dose anticoagulation for venous thromboembolism prevention.

Objectives: To perform a systematic review and meta-analysis (as appropriate) to identify the incidence of and risk factors for HA bleeding in people with cancer.

Methods: A systematic English-language search was conducted using Ovid MEDLINE, Ovid EMBASE, Google Scholar, and Cochrane Library. Keywords and controlled vocabulary related to bleeding risk in hospitalized cancer patients were iteratively refined. Studies assessing HA bleeding as a primary or coprimary endpoint were included, …

Measuring The Impact Of A Delay In Care On Pediatric Otolaryngologic Surgery Completion, Geethanjeli N Mahendran, Ching Siong Tey, Mary Frances Musso, Grace Shebha Anand, Jeffrey Larson, Mitesh Mehta, Lara Reichert, Kara Prickett, Nikhila Pinnapureddy Raol

Faculty, Staff and Students Publications

Objective: To determine if postponement of elective pediatric otorhinolaryngology surgeries results in a change in overall healthcare utilization and if there is any commensurate impact on disease progression.

Methods: We identified patients ≤18 years of age whose surgeries were postponed at the onset of the COVID-19 pandemic-related shutdown. We then tracked patients' rate of and patterns of rescheduling surgery. Surveys were also sent to caregivers to better characterize his/her decision regarding moving forward with his/her child's surgery during COVID-19.

Results: A total of 1915 pediatric patients had elective surgeries canceled, of which 992 (51.8%) were rescheduled within 4 months. No …

A Simple, Interpretable Machine Learning Model Based On Clinical Factors Accurately Predicts Incident Dysplasia Or Malignancy In Barrett's Esophagus, Ashwin Rao, Jasmine Haydel, Samuel Ma, Aaron P Thrift, Theresa Nguyen-Wenker, Hashem B El-Serag

Faculty, Staff and Students Publications

Purpose: Identifying patients likely to develop dysplasia or malignancy is critical for effective surveillance in patients with Barrett's Esophagus (BE). However, current predictive models are limited. We evaluated the performance of machine learning (ML) models in predicting incident dysplasia or malignancy in a cohort of veteran patients with BE.

Methods: We analyzed data from 598 patients newly diagnosed with non-dysplastic BE (NDBE), BE indefinite for dysplasia (BE-IND), and BE with non-persistent low-grade dysplasia (LGD) at the Michael DeBakey Veterans Affairs Medical Center from November 1990 to January 2019 with follow-up through January 2024. Progressors were patients who developed persistent LGD, …

Racial And Ethnic Disparity For Cancer Mortality In General And Single-Payer Healthcare Systems In The United States, Rock Bum Kim, Emily Zhou, Kaitlin N Swinnerton, Jennifer La, Shengling Ma, Mrinal Ranjan, Nhan V Do, Mary T Brophy, Nathanael R Fillmore, Ang Li

Faculty, Staff and Students Publications

Background: It remains unclear what factors significantly drive racial disparity in cancer survival in the United States (US). We compared adjusted mortality outcomes in cancer patients from different racial and ethnic groups on a population level in the US and a single-payer healthcare system.

Patients and methods: We selected adult patients with incident solid and hematologic malignancies from the Surveillance, Epidemiology, and End Results (SEER) 2011-2020 and Veteran Affairs national healthcare system (VA) 2011-2021. We classified the self-reported NIH race and ethnicity into non-Hispanic White (NHW), non-Hispanic Black (NHB), non-Hispanic Asian Pacific Islander (API), and Hispanic. Cox regression models for …

Plasminogen Mutation-Associated Thrombotic Microangiopathy And Role Of Anticoagulation: A Single Institution Case Series, Shreya Agarwal, Nicola Pozzi, Senthil Sukumar, Camila Masias, Anuja Java, Spero Cataland

Faculty, Staff and Students Publications

Background: Knowledge gaps exist regarding the role of coagulation pathway mutations such as those in the plasminogen (PLG) gene in the pathogenesis of thrombotic microangiopathy (TMA) and treatment outcomes.

Objectives: This study aims to describe the unique phenotypic features of patients with PLG mutations and perform structural mapping of the variants to enhance variant interpretation.

Methods: This was a single-center retrospective study of patients with TMA in whom genetic testing was performed between 2011 and 2023. Data were collected regarding demographics, clinical features at their first presentation, renal outcomes, genetic mutations, and recurrence for those who were found …

Stool-Based Molecular Tuberculosis Treatment Monitoring: A Faster Means For Detecting Persistent Mycobacteria Compared To Phenotypic Culture, Clement Gascua Adu Gyamfi, Abigail Seeger, Durbbin Mulengwa, Anca Vasiliu, Lucia Carratala-Castro, Bariki Mtafya, Nontobeko Maphalala, Shilzia Munguambe, Belen Saavedra, Tara Ness, Gugu Maphalala, Sozinho Acacio, Edson Mambuque, Joanna Ehrlich, Rojelio Mejia, Mangaliso Ziyane, H Lester Kirchner, Christoph Lange, Alexander Kay, Alberto L Garcia-Basteiro, Anna Mandalakas, Andrew R Dinardo

Faculty, Staff and Students Publications

Background: Tuberculosis (TB) treatment monitoring is hindered by the lack of a rapidly measured biomarker that accurately predicts clinically relevant outcomes. Symptom screening poorly correlates with bacillary burden. Although culture is a direct measure of viable bacillary burden, the long turnaround time makes it clinically irrelevant.

Methods: The TB treatment monitoring potential of stool-based, quantitative polymerase chain reaction (qPCR) was prospectively assessed among 231 participants of all ages from Eswatini, Tanzania, and Mozambique with microbiologically confirmed TB. Stool qPCR results were compared to sputum culture, persistent symptoms, drug resistance, and World Health Organization TB outcomes.

Results: Quantitative bacillary burden measured …

The Resilience Of The Human Lungs: Evolution, Smoke, And Disease, Joan B Soriano, Francesca Polverino

Faculty, Staff and Students Publications

No abstract provided.

Molecular Maestro In The Lung: The Sphingolipid Rheostat, Joselyn Rojas-Quintero, Francesca Polverino

Faculty, Staff and Students Publications

No abstract provided.

Low-Dose Metformin Requires Brain Rap1 For Its Antidiabetic Action, Hsiao-Yun Lin, Weisheng Lu, Yanlin He, Yukiko Fu, Kentaro Kaneko, Peimeng Huang, Ana B De La Puente-Gomez, Chunmei Wang, Yongjie Yang, Feng Li, Yong Xu, Makoto Fukuda

Faculty, Staff and Students Publications

Metformin is the most commonly prescribed antidiabetes drug, yet its precise mechanism of action remains controversial. Previous studies have suggested that metformin acts peripherally by reducing hepatic glucose output and altering gut functions. Here, we report a neural mechanism via the small guanosine triphosphatase Ras-related protein 1 (Rap1). Mice with forebrain-specific Rap1 knockout exhibited resistance to the antidiabetic effects of low-dose metformin while remaining sensitive to other antidiabetic agents. Centrally administered metformin inhibited brain Rap1 and reduced hyperglycemia. Conversely, forced activation of brain Rap1 increased glycemia and abolished the glycemic effect of metformin. Metformin activated a specific subset of neurons …

Nerve-To-Cancer Transfer Of Mitochondria During Cancer Metastasis, Gregory Hoover, Shila Gilbert, Olivia Curley, Clémence Obellianne, Mike T Lin, William Hixson, Terry W Pierce, Joel F Andrews, Mikhail F Alexeyev, Yi Ding, Ping Bu, Fariba Behbod, Daniel Medina, Jeffrey T Chang, Gustavo Ayala, Simon Grelet

Faculty, Staff and Students Publications

The nervous system has a pivotal role in cancer biology, and pathological investigations have linked intratumoural nerve density to metastasis1. However, the precise impact of cancer-associated neurons and the communication channels at the nerve–cancer interface remain poorly understood. Previous cancer denervation models in rodents and humans have highlighted robust cancer dependency on nerves, but the underlying mechanisms that drive nerve-mediated cancer aggressivity remain unknown2,3. Here we show that cancer-associated neurons enhance cancer metabolic plasticity by transferring mitochondria to cancer cells. Breast cancer denervation and nerve–cancer coculture models confirmed that neurons significantly improve tumour energetics. …

Direct And Indirect Experiences, Risk Perceptions, And Vaccine Booster Intention: A Mediation Study In Singapore Using Secondary Risk Theory, Sonny Rosenthal, Agnes S. F. Chuah, Hye Kyung Kim, Shirley S. Ho

Research Collection College of Integrative Studies

This study examined how direct experiences with COVID-19 infection and vaccination and indirect experience through government and media information predict individuals' intention to receive a COVID-19 booster dose. Drawing on secondary risk theory, we conducted a nationally representative door-to-door survey of 1000 adult Singapore residents in mid-2024. We used structural equation modeling to test whether risk perceptions and efficacy beliefs mediate the effects of experience and information exposure on booster intention. Booster intention was positively related to perceived susceptibility to infection, vaccine effectiveness, vaccination self-efficacy, and prior vaccination, and negatively related to perceived severity of and susceptibility to booster side …

The Impact Of Mindfulness Therapy To Reduce Disruptive Behavior In High School, Wendy Nell Peters

Electronic Theses and Dissertations

The aim of this project was to determine the impact and effectiveness of Gina Biegel’s mindfulness techniques for stressed teens method on adolescent anxiety and the disruptive symptoms that lead to high school adolescents being assigned to detention. This project described a quantitative correlational design research project that investigated a small adolescent sample size, with a goal of decreasing the number of local high school adolescent students who are repeat detention offenders, by implementing Gina Biegel’s mindfulness techniques for stressed teens method on those high school adolescents who were assigned to detention. This was achieved by collecting demographic data from …

Predictors Of Healthcare Providers' Readiness For Health System Transformation In Saudi Arabia, Ahmed Ali Alasiri

Health Services Research Dissertations

The healthcare system in Saudi Arabia is undergoing significant health reform to warrant sustainable welfare provision. Privatization or public-private partnerships (PPPs) were introduced in 2021 and outlined the vision for the health system for 2023. The planned initiatives aim to be comprehensive and effectively reach individuals and society, including citizens, noncitizens, and visitors. This dissertation seeks to study and explore privatization, the role of healthcare providers, and their capacity to adapt to the transformation of the healthcare system. To achieve this ambitious goal, several interrelated projects have been undertaken. The first project was a systematic review aimed at studying the …

Analyzing High-Risk Fertility Behavior For Sustainable Maternal-Child Health: A 2017 Sociodemographic Study In Urban And Rural Indonesia, Asti Annisa Utami, Fadhaa Aditya Kautsar Murti, Popy Yuniar, Milla Herdayati

Kesmas

Indonesia's goal of achieving Indonesia Emas 2045 hinges on improving Maternal-Child Health (MCH), essential for building a healthy and competitive population. Despite some advancements, the Maternal Mortality Rate (MMR) and Under-five Mortality Rate (U5MR) remain high, particularly because of High-Risk Fertility Behavior (HRFB). The HRFB poses significant risks to MCH, affecting both urban and rural women. This study aimed to identify the factors associated with HRFB in these areas to enhance MCH outcomes and support Indonesia's sustainable health goals. This cross-sectional study used a secondary dataset from the 2017 Indonesian Demographic Health Survey. A total of 20,530 women of reproductive …

Associated Factors In Willingness To Shift Tobacco Expenditure Into National Health Insurance Premium Among Subsidized Members, Mugi Wahidin, Muhammad Agus Mikrajab, Rozana Ika Agustiya, Veza Azteria

Kesmas

In Indonesia, subsidized members are the largest group in the National Health Insurance program. Hence, it is essential to understand their ability to pay (ATP) based on tobacco expenditure. This study aimed to determine the ATP of subsidized members based on tobacco expenditure and factors associated with their willingness to pay (WTP). This cross-sectional study used secondary data from the National Institute of Health Research and Development. The population included all subsidized members; 19,918 were sampled for ATP, and 14,560 were WTP. The independent t-test, ANOVA, and logistic regression were performed. Results showed that ATP from tobacco expenditure ranged from …

Determinants Of School Health Unit Program Implementation In Junior High Schools Of Boyolali District, Indonesia, Ayu Khoirotul Umaroh, Noor Alis Setiyadi, Kusuma Estu Werdani, Tanjung Anitasari Indah Kusumaningrum, Purwo Setiyo Nugroho

Kesmas

Adolescent health problems such as stunting, attempted suicide, and tobacco use in Indonesia require attention. To address these challenges, the School Health Unit Program, a school-based health initiative, aims to improve student health and academic achievement. This study examined the relationship between human resources, teachers’ knowledge, facilities and infrastructure, financial resources, and the planning process for implementing the School Health Unit Program in junior high schools in Boyolali District, Indonesia. A cross-sectional design was utilized, involving 50 junior high school teachers responsible for the School Health Unit as respondents, with data collected through structured questionnaires. Multivariate logistic regression analysis revealed …

Google Review Analysis Of “Duta We Care” Excellent Service As A Featured Service At A Central General Hospital In Padang, Alfitri Alfitri, Ricvan Dana Nindrea, Adek Setiawan, Elsa Yuniarti

Kesmas

Improving healthcare service quality required both technical and interpersonal enhancements through a personalized approach, as demonstrated by the “Duta We Care” program at a Central General Hospital in Padang. This study aimed to evaluate the program’s effectiveness by analyzing patient feedback from Google Reviews. A descriptive quantitative design examined 2,035 patient reviews from March 2013 to June 2024. Using NVivo 12 software, the data analysis generated word clouds. The results showed that 68.20% of reviews received a 5-star rating, 9.48% a 4-star rating, 4.35% a 3-star rating, 2.27% a 2-star rating, and 15.70% a 1-star rating. Words like “friendly,” “professional,” …

Socioeconomic Status, Environmental Health Knowledge, And Housewives’ Behavior In Maintaining Healthy Housing At Subsidized Flats In East Jakarta, Indonesia, Alfitra Firizkia Luthfiana Dewi, Laila Fitria

Kesmas

Healthy behavior among housewives is a crucial aspect of efforts to maintain healthy housing. This study aimed to analyze the relationship of socioeconomic status (e.g., household income, level of education of family head and housewives, and family head’s occupation) and environmental health knowledge with housewives’ behavior (e.g., vector control, waste management, home ventilation, cigarette smoking, and hand sanitation hygiene) in maintaining healthy housing in the subsidized flats in East Jakarta, Indonesia. This cross-sectional study employed the two-proportion hypothesis test formula and a simple random sampling method, recruiting 137 housewives for interviews. Data were analyzed via logistic regression to determine factors …

“Medication Is Only 10% Of Recovery”: A Mixed-Method Analysis Of Facilitators And Barriers To The Equitable Implementation Of Medications For Opioid Use Disorder Treatment, Alexandra Hernandez-Vallant

Psychology ETDs

Medications for opioid use disorder (MOUD), the gold standard treatment for OUD, are underutilized. Yet, research on MOUD clinical encounters is limited. Attention to social determinants of health (SDOH) can help improve engagement and retention in MOUD treatment. This dissertation project describes development of a clinical vignette-based survey using a two phase exploratory sequential design to examine the extent to which SDOH influence clinical decision-making among MOUD providers. Study 1 included interviews with 23 providers to learn their perspectives on facilitators/barriers to MOUD treatment and the clinical and social determinants most influential to their clinical decision-making. Study 2 involved development …

Tackling Data Quality Challenges In Remote Sensing: Solutions For Reliable Urban Heat Island Analysis, Wei Xia, Aqil Tariq, Hesham El-Askary, Rana Waqar Aslam, Elgar Barboza, Dmitry E. Kucher, Youssef M. Youssef, Habib Kraiem

Mathematics, Physics, and Computer Science Faculty Articles and Research

Urban heat islands (UHIs) pose critical challenges to public health, energy demand, and environmental sustainability, particularly in rapidly expanding urban regions. This study examines the complex relationship between building configurations and integrated green spaces, as well as their combined impact on thermal regulation. It focuses on addressing data quality issues commonly encountered in remote sensing applications. Using high-resolution multispectral and thermal imagery, we developed an integrated modeling approach that captures the collective influence of built form and green infrastructure on urban microclimates. A key finding is the significant linear inverse relationship between green space coverage and land surface temperature, underscoring …

The Effectiveness Of Remote Patient Monitoring In Reducing The Risk Of Rehospitalizations In Covid-19 Patients: A Meta-Analysis, Dela Riadi, Indang Trihandini, Dewi Nirmala Sari, Fikri Wijaya

Kesmas

An integrated analysis of various Remote Patient Monitoring (RPM) studies is needed to evaluate the reduction rate of the risk of rehospitalization in COVID-19 patients. This meta-analysis aimed to provide an overview of the effectiveness of RPM. A literature search through online databases (PubMed, Science Direct, Scopus, ProQuest, and Embase) was conducted from 2019 to 2022. After using the Cochrane Collaboration's risk of bias tool, five studies on COVID-19 were selected. Based on the data collected from 2,685 participants (intervention = 1,060, control = 1,625), the use of RPM was found to reduce rehospitalization by 0.56 times compared to not …