Medicine and Health Sciences Commons^™

2022-03-04_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services

Cumulative Michigan COVID-19 Data

The COVID Overview page was obtained from Michigan's main COVID-19 page: https:/www.michigan.gov/coronavirus/0,9753,7-406-98163-520743--,00.html.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled. COVID case and testing data will be posted three times a week on Mondays, Wednesdays and Fridays.

This report is provisional and subject to change. City of Detroit and Wayne County are reported separately. MDHHS began tracking probable cases April 5, 2020. FCI indicates federal correctional institute. MDOC indicates Michigan Department of Corrections. Diagnostic tests, including nucleic acid amplification/real-time …

2022-03-04 Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services

Michigan COVID-19 Hospital Data

Contains the tables Statewide Hospital Capacity Report for COVID-19, COVID-19 Metrics, Statewide Hospital Available PPE Tracking for COVID-19, as well as the tables PPE Days On Hand and Patient Census.

Depression Among Medical Students In The United States During The Covid-19 Pandemic: The Role Of Communication Between Universities And Their Students, Alexandra Ecker, Abbey B Berenson, Sandra J Gonzalez, Roger Zoorob, Jacqueline M Hirth

Faculty, Staff and Students Publications

OBJECTIVE: Medical students are vulnerable to stress and depression during medical school and the COVID-19 pandemic may have exacerbated these issues. This study examined whether the risk of depression was associated with COVID-19 pandemic-related medical school communication.

METHODS: A 144 - item pilot cross-sectional online survey of medical students in the US, was carried out between September 1, 2020 and December 31, 2020. Items on stress, depression, and communication between students and their medical schools were included. This study examined associations of student perceptions of universities' communication efforts and pandemic response with risk of developing depression.

RESULTS: The sample included …

2022-03-03_Michiganoverview_Misc, Michigan Department Of Health & Human Services

Michigan COVID-19 MIS-C Data

The MIS-C Data page was obtained from Michigan's COVID-19 data page: https://www.michigan.gov/coronavirus/0,9753,7-406-98163_98173_104661---,00.html.

This report is created by the Michigan Department of Health & Human Services from data self-reported by health care providers and local health departments. Data is updated on the first and third Thursdays of the month.

Multisystem Inflammatory Syndrome in Children (MIS-C) is a condition in children and adolescents under 21 years of age where multiple organ systems become inflamed or dysfunctional which occurs in association with illness. Children with MIS-C may have a fever and various symptoms, including abdominal (gut) pain, vomiting, diarrhea, neck pain, rash, …

Study Protocol For The Innovative Support For Patients With Sars-Cov-2 Infections Registry (Inspire): A Longitudinal Study Of The Medium And Long-Term Sequelae Of Sars-Cov-2 Infection, Kelli N O'Laughlin, Matthew Thompson, Bala Hota, Michael Gottlieb, Ian D Plumb, Anna Marie Chang, Lauren E Wisk, Aron J Hall, Ralph C Wang, Erica S Spatz, Kari A Stephens, Ryan M Huebinger, Samuel A Mcdonald, Arjun Venkatesh, Nikki Gentile, B. H. Slovis, Mandy Hill, Sharon Saydah, Ahamed H Idris, Robert Rodriguez, Harlan M Krumholz, Joann G Elmore, Robert A Weinstein, Graham Nichol

Department of Emergency Medicine Faculty Papers

Background: Reports on medium and long-term sequelae of SARS-CoV-2 infections largely lack quantification of incidence and relative risk. We describe the rationale and methods of the Innovative Support for Patients with SARS-CoV-2 Registry (INSPIRE) that combines patient-reported outcomes with data from digital health records to understand predictors and impacts of SARS-CoV-2 infection.

Methods: INSPIRE is a prospective, multicenter, longitudinal study of individuals with symptoms of SARS-CoV-2 infection in eight regions across the US. Adults are eligible for enrollment if they are fluent in English or Spanish, reported symptoms suggestive of acute SARS-CoV-2 infection, and if they are within 42 days …

Abo Blood Groups And Covid-19 Transmission Among Family Members Living In The Same Household, Muaamr Shaheen, Manar Al Junaidi

Hebron University Research Journal-A (Natural Sciences) - (مجلة جامعة الخليل للبحوث- أ (العلوم الطبيعيه

Background: ABO blood groups may play a major role in the way COVID-19 spreads among same family members.

Objective: To determine the trends in the spread of COVID-19 in families according to their ABO blood groups. Explore the interrelationships between the main symptoms of COVID-19 infection.

Results: Two hundred forty-four subjects exposed to the SARS-CoV-2 virus participated in this study, 52 % males, age 29.64 ± 18.78 years. Forty-four percent of subjects have blood group A, 9 % were B, 7 % were AB and 32 % were O. Thirty-eight percent of polymerase chain reaction (PCR) positive subjects have …

2022-03-02 Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services

Michigan COVID-19 Hospital Data

Contains the tables Statewide Hospital Capacity Report for COVID-19, COVID-19 Metrics, Statewide Hospital Available PPE Tracking for COVID-19, as well as the tables PPE Days On Hand and Patient Census.

2022-03-02_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services

Cumulative Michigan COVID-19 Data

The COVID Overview page was obtained from Michigan's main COVID-19 page: https:/www.michigan.gov/coronavirus/0,9753,7-406-98163-520743--,00.html.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled. COVID case and testing data will be posted three times a week on Mondays, Wednesdays and Fridays.

This report is provisional and subject to change. City of Detroit and Wayne County are reported separately. MDHHS began tracking probable cases April 5, 2020. FCI indicates federal correctional institute. MDOC indicates Michigan Department of Corrections. Diagnostic tests, including nucleic acid amplification/real-time …

Preliminary Research On A Covid-19 Test Strategy To Guide Quarantine Interval In University Students, Jill M. Kolesar, Tyler Gayheart, Lance Poston, Eric Monday, Derek Forster, Elizabeth Belcher, Rani Jaiswal, J. Kirsten Turner, Donna K. Arnett, Eric B. Durbin, Joseph Monroe, Frank Romanelli, Susanne M. Arnold, C. Darrell Jennings, Heidi Weiss, Robert Dipaola

Pharmacy Practice and Science Faculty Publications

Following COVID-19 exposure, the Centers for Disease Control (CDC) recommends a 10–14-day quarantine for asymptomatic individuals and more recently a 7-day quarantine with a negative PCR test. A university-based prospective cohort study to determine if early polymerase chain reaction (PCR) negativity predicts day 14 negativity was performed. A total of 741 asymptomatic students in quarantine was screened and 101 enrolled. Nasopharyngeal swabs were tested on days 3 or 4, 5, 7, 10, and 14, and the proportion of concordant negative results for each day versus day 14 with a two-sided 95% exact binomial confidence interval was determined. Rates of concordant …

Prognostic Value Of H2fpef Score In Covid-19, Priya Patel, Max Ruge, Joanne Michelle D. Gomez, Jeanne Du Fay De Lavallaz, Anupama Rao, Kim A. Williams, Annabelle Santos Volgman, Maria Rosa R. Costanzo, Tisha Suboc, Karolina Marinescu

Division of Internal Medicine Faculty Papers & Presentations

Study objective: This study sought to assess the predictive value of H2FPEF score in patients with COVID-19.

Design: Retrospective study.

Setting: Rush University Medical Center.

Participants: A total of 1682 patients had an echocardiogram in the year preceding their COVID-19 admission with a preserved ejection fraction (≥50%). A total of 156 patients met inclusion criteria. Interventions: Patients were divided into H2FPEF into low (0–2), intermediate (3–5), and high (6–9) score H2FPEF groups and outcomes were compared.

Main outcome measures: Adjusted multivariable logistic regression models evaluated the association between H2FPEF score group and a composite outcome for severe COVID-19 infection consisting …

Intersecting Disadvantages For Married Adolescents: Life After Marriage Pre- And Post-Covid-19 In Contexts Of Displacement., Sarah Baird, Maureen Murphy, Jennifer Seager, Nicola Jones, Anju Malhotra, Sarah Alheiwidi, Guday Emirie, Sabina Rashid, Maheen Sultan

Global Health Faculty Publications

PURPOSE: Although there is a growing evidence base on the drivers of child marriage, comparatively little is known about the experiences of married girls in refugee settings and how their development trajectories diverge from those of their nonmarried peers, particularly in the context of the COVID-19 pandemic. Drawing on cross-national panel data from Bangladesh and Jordan, this article explores diversity in child marriage experiences in contexts affected by forced displacement, highlighting how married girls' well-being differs from that of their unmarried peers, and how COVID-19 has reinforced these differences.

METHODS: We analyzed longitudinal survey data-collected pre- and post-COVID-19-from the Gender …

2022-03-01_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services

Michigan COVID-19 Long Term Care Data

The COVID Long Term Care Facilities page was obtained from Michigan's COVID-19 data page: https://www.michigan.gov/coronavirus/0,9753,7-406-98163_98173-526911--,00.html.

This report is created by the Michigan Department of Health & Human Services from data self-reported by long-term care facilities into EMResource. Data for all reporting facilities is posted weekly each Monday.

The information below represents COVID-19 data reported directly to MDHHS by licensed and operating Skilled Nursing, Home for the Aged and Adult Foster Care facilities (licensed to serve 13 or more individuals) in Michigan from January 1, 2020. All long-term care facilities additionally have an obligation to report COVID-positive residents and/or staff …

Cancer Incidence, Mortality, Years Of Life Lost, Years Lived With Disability, And Disability-Adjusted Life Years For 29 Cancer Groups From 2010 To 2019 A Systematic Analysis For The Global Burden Of Disease Study 2019, Ismaeel Yunusa Ph.D., Jonathan M. Kocarnik, Kelly Compton, Frances E. Dean, Weijia Fu, Brian L. Gaw, Et. Al.

Faculty Publications

Importance The Global Burden of Diseases, Injuries, and Risk Factors Study 2019 (GBD 2019) provided systematic estimates of incidence, morbidity, and mortality to inform local and international efforts toward reducing cancer burden.

Objective To estimate cancer burden and trends globally for 204 countries and territories and by Sociodemographic Index (SDI) quintiles from 2010 to 2019.

Evidence Review The GBD 2019 estimation methods were used to describe cancer incidence, mortality, years lived with disability, years of life lost, and disability-adjusted life years (DALYs) in 2019 and over the past decade. Estimates are also provided by quintiles of the SDI, a composite …

Inspire : Vol 5, Issue 3, Department Of Medicine

INSPIRE – Department of Medicine Archives

Content

• Medicine at National and International Forums
• World Congress - International Society of Nephrology (ISN)
• In-depth: featuring Manager Data Science – Mushyada Ali
• Featured Faculty – Dr Sonia Yaqub – Assistant Professor & Section Head- Nephrology section
• Poem section
• What are Academics Around the World Reading This Month?
• Publications
• Upcoming Events

Epidemiological Algorithm For Early Detection Of Covid-19 Cases In A Mexican Oncologic Center, Moisés González-Escamilla, Diana Cristina Pérez-Ibave, Carlos Horacio Burciaga-Flores, Vanessa Natali Ortiz-Murillo, Genaro A. Ramírez-Correa, Patricia Rodríguez-Niño, Rafael Piñeiro-Retif, Hazyadee Frecia Rodríguez-Gutiérrez, Fernando Alcorta-Nuñez

School of Medicine Publications

An early detection tool for latent COVID-19 infections in oncology staff and patients is essential to prevent outbreaks in a cancer center. (1) Background: In this study, we developed and implemented two early detection tools for the radiotherapy area to identify COVID-19 cases opportunely. (2) Methods: Staff and patients answered a questionnaire (electronic and paper surveys, respectively) with clinical and epidemiological information. The data were collected through two online survey tools: Real-Time Tracking (R-Track) and Summary of Factors (S-Facts). Cut-off values were established according to the algorithm models. SARS-CoV-2 qRT-PCR tests confirmed the positive algorithms individuals. (3) Results: Oncology staff …

Use Of Steroids In Covid-19 Patients: What Is Known?, Syed Muhammad Mustahsan, Marzia Tahir, Emaduddin Siddiqui

Department of Emergency Medicine

COVID-19 pandemic has exaggerated the role of steroids in the standard of care despite minimum direct evidence of their efficacy in COVID-19 patients and their well-known adverse effects. The literature abounds on the side effects of steroids affecting different organ systems of the body. COVID-19 patients, who are on long-term steroids, are more susceptible to their adverse effects. We, herein, briefly review the potential uses and the adverse effects of steroids on different organ systems of the body. Key Words: Steroids, COVID-19, Adverse effects.

American Heart Association Epi|Lifestyle Scientific Sessions: 2021 Meeting Highlights, Ruth Alma Turkson-Ocran, Kathryn Foti, Anika L. Hines, Debora Kamin Mukaz, Hyunju Kim, Samantha Martin, Anum Minhas, Faye L. Norby, Oluwabunmi Ogungbe, Alexander C. Razavi, Mary R. Rooney, Elisabeth L.P. Sattler, Jewel Scott Phd, Rn, Fnp-C, Alvin G. Thomas, Curtis Tilves, Amelia S. Wallace, Frances M. Wang, Mingyu Zhang, Pamela L. Lutsey, Kristie J. Lancaster

Faculty Publications

No abstract provided.

Artificial Intelligence And Chatbots In Psychiatry, Kay T Pham, Amir Nabizadeh, Salih Selek

Faculty, Staff and Student Publications

The utilization of artificial intelligence (AI) in psychiatry has risen over the past several years to meet the growing need for improved access to mental health solutions. Additionally, shortages of mental health providers during the COVID-19 pandemic have continued to exacerbate the burden of mental illness worldwide. AI applications already in existence include those enabled to assist with psychiatric diagnoses, symptom tracking, disease course prediction, and psychoeducation. Modalities of AI mental health care delivery include availability through the internet, smartphone applications, and digital gaming. Here we review emerging AI-based interventions in the form of chat and therapy bots, specifically conversational …

Secondary Infections In Patients With Covid-19 Pneumonia Treated With Tocilizumab Compared To Those Not Treated With Tocilizumab: A Retrospective Study At A Tertiary Hospital In Kenya, Reena Shah, Jasmit Shah, Jaimini Gohil, Gunturu Revathi, Salim Surani

Internal Medicine, East Africa

Introduction: From the first case of SARS-Co-2 in Wuhan, China, to the virus being declared as a pandemic in March 2020, the world has witnessed morbidity and mortality on a global scale. Scientists have worked at a record pace to deliver a vaccine for the prevention of this deadly disease. Tocilizumab, an interleukin-6 (IL-6) blocker, received an emergency use authorization (EUA) by the Federal Drug Agency (FDA) in June 2021.
Methods: This retrospective observational cohort study was conducted at the Aga Khan University Hospital, Nairobi, from March 8, 2020, to December 31, 2020. All patients with PCR confirmed …

Of Vascular Defense, Hemostasis, Cancer, And Platelet Biology: An Evolutionary Perspective, David G Menter, Vahid Afshar-Kharghan, John Paul Shen, Stephanie L Martch, Anirban Maitra, Scott Kopetz, Kenneth V Honn, Anil K Sood

Faculty, Staff and Student Publications

We have established considerable expertise in studying the role of platelets in cancer biology. From this expertise, we were keen to recognize the numerous venous-, arterial-, microvascular-, and macrovascular thrombotic events and immunologic disorders are caused by severe, acute-respiratory-syndrome coronavirus 2 (SARS-CoV-2) infections. With this offering, we explore the evolutionary connections that place platelets at the center of hemostasis, immunity, and adaptive phylogeny. Coevolutionary changes have also occurred in vertebrate viruses and their vertebrate hosts that reflect their respective evolutionary interactions. As mammals adapted from aquatic to terrestrial life and the heavy blood loss associated with placentalization-based live birth, platelets …

Information Trust And Covid-19 Vaccine Hesitancy Amongst Middle-Aged And Older Adults In Singapore: A Latent Class Analysis Approach, Micah Tan, Paulin Tay Straughan, Grace Cheong

Research Collection School of Social Sciences

Rationale: COVID-19 vaccine hesitancy presents significant challenges for public health. Objective: Vaccine hesitancy among middle-aged and older adults has been a significant barrier in Singapore’s battle against COVID-19. We hypothesize that the trust middle-aged and older adults place in various sources of information influences vaccine hesitancy, and that distinct typologies of trust can be identified to better inform targeted health communication efforts. Method: Data from a nationally representative panel survey of Singaporeans aged 56–75 (N = 6094) was utilized. Modules fielded in August and November 2020, and June 2021 were analyzed, assessing social networks, trust in sources of information, and …

Exploring And Evaluating The Impact Of Covid-19 On Mobility Changes In Singapore, Aldy Gunawan, Linh Chi Tran, Kar Way Tan, I-Lin Wang

Research Collection School Of Computing and Information Systems

This paper analyzes the changes in mobility trends due to the impact of the COVID-19 pandemic in Singapore in the six different sectors: Retail and Recreation, Grocery and Pharmacy, Parks, Transit Stations, Workplaces and Residential. The period of observation is from 15 February 2020 to 18 August 2021. The observed patterns obtained from the descriptive data analysis sheds light on the effectiveness of social distancing measures in Singapore as well as the level of compliance among the country’s residents. Correlation analysis is used to explore the relationship between different sectors during the pandemic period. The results reveal a strong sense …

On The Test Accuracy And Effective Control Of The Covid-19 Pandemic: A Case Study In Singapore, Guang Cheng, Sarah Yini Gao, Yancheng Yuan, Chenxiao Zhang, Zhichao Zheng

Research Collection Lee Kong Chian School Of Business

This study examines the impact of coronavirus disease 2019 (COVID-19) test accuracy (i.e., sensitivity and specificity) on the progression of the pandemic under two scenarios of limited and unlimited test capacity. We extend the classic susceptible–exposed–infectious–recovered model to incorporate test accuracy and compare the progression of the pandemic under various sensitivities and specificities. We find that high-sensitivity tests effectively reduce the total number of infections only with sufficient testing capacity. Nevertheless, with limited test capacity and a relatively high cross-infection rate, the total number of infected cases may increase when sensitivity is above a certain threshold. Despite the potential for …

Residual Symptoms And The Quality Of Life In Individuals Recovered From Covid-19 Infection: A Survey From Pakistan, Mohammad Aadil Qamar, Russell Seth Martins, Rubaid Azhar Dhillon, Areeba Tharwani, Omar Irfan, Qosain Fatima Suriya, Wajiha Rizwan, Javaid Ahmed Khan, Ali Bin Sarwar Zubairi

Medical College Documents

Background: There remains scarcity of literature regarding the patient's health status post-COVID-19 infection. This study analyzes the prevalence of residual symptoms and quality of life (QoL) after COVID-19.
Methods: An anonymous online survey was administrated in Pakistan from November 2020 to April 2021 in COVID-19 survivors. The questionnaire used the 12-Item Short Form Health Survey (SF-12) to assess mental and physical QoL. Multivariate linear regression was used to explore factors associated with mental and physical QoL scores.
Results: A total of 331 COVID-19 survivors participated in our survey. Around 42.0% of the cohort reported within 1-3 months of diagnosis of …

Prognostic And Predictive Biomarkers In Patients With Coronavirus Disease 2019 Treated With Tocilizumab In A Randomized Controlled Trial, Jennifer Tom, Min Bao, Larry Tsai, Aditi Qamra, David Summers, Montserrat Carrasco-Triguero, Jacqueline Mcbride, Carrie M Rosenberger, Celia J F Lin, William Stubbings, Kevin G Blyth, Jordi Carratalà, Bruno François, Thomas Benfield, Derrick Haslem, Paolo Bonfanti, Cor H Van Der Leest, Nidhi Rohatgi, Lothar Wiese, Charles Edouard Luyt, Farrah Kheradmand, Ivan O Rosas, Fang Cai

Faculty, Staff and Students Publications

OBJECTIVES: To explore candidate prognostic and predictive biomarkers identified in retrospective observational studies (interleukin-6, C-reactive protein, lactate dehydrogenase, ferritin, lymphocytes, monocytes, neutrophils, d-dimer, and platelets) in patients with coronavirus disease 2019 pneumonia after treatment with tocilizumab, an anti-interleukin-6 receptor antibody, using data from the COVACTA trial in patients hospitalized with severe coronavirus disease 2019 pneumonia.

DESIGN: Exploratory analysis from a multicenter, randomized, double-blind, placebo-controlled, phase 3 trial.

SETTING: Hospitals in North America and Europe.

PATIENTS: Adults hospitalized with severe coronavirus disease 2019 pneumonia receiving standard care.

INTERVENTION: Randomly assigned 2:1 to IV tocilizumab 8 mg/kg or placebo.

MEASUREMENTS AND MAIN …

Protective Equipment Preparedness And Accessibility: A Survey Of Medical Trainees, Navin R. Prasad, Jason An, Hyunju Heineke, Napatkamon Ayutyanont, Deepinder Bal, Rahul Kashyap

HCA Healthcare Journal of Medicine

Introduction

After being removed from patient care due to equipment shortages, medical students and new residents around the United States are returning to clinical medicine/acute care settings as the SARS-CoV-2 (COVID-19) pandemic continues. We hypothesize that trainees returned with increased preparedness and had better access to and knowledge of personal protective equipment (PPE).

Methods

Anonymous online surveys were distributed via snowball sampling to medical students and residents performing clinical duties in the United States. Respondents completed self-assessments for preparedness regarding PPE use, access to PPE and COVID-19 testing, and access to COVID-19 positive patients. Group comparisons were conducted using chi-square …

2022-02-28 Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services

Michigan COVID-19 Hospital Data

Contains the tables Statewide Hospital Capacity Report for COVID-19, COVID-19 Metrics, Statewide Hospital Available PPE Tracking for COVID-19, as well as the tables PPE Days On Hand and Patient Census.

2022-02-28_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services

Cumulative Michigan COVID-19 Data

The COVID Overview page was obtained from Michigan's main COVID-19 page: https:/www.michigan.gov/coronavirus/0,9753,7-406-98163-520743--,00.html.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled. COVID case and testing data will be posted three times a week on Mondays, Wednesdays and Fridays.

This report is provisional and subject to change. City of Detroit and Wayne County are reported separately. MDHHS began tracking probable cases April 5, 2020. FCI indicates federal correctional institute. MDOC indicates Michigan Department of Corrections. Diagnostic tests, including nucleic acid amplification/real-time …

The Estimation Of Excess Mortality During The Covid-19 Pandemic In Jakarta, Indonesia, Madona Yunita Wijaya

Kesmas

Indonesia is among the countries affected by the coronavirus disease 2019 (COVID-19) pandemic, and DKI Jakarta Province recorded the highest number of deaths. This study aimed to analyze the excess mortality across five administrative cities in Jakarta stratified by gender to assess the pandemic impact on mortality. The monthly mortality data from January 2018 to December 2020 was obtained through government sources. This data helped to measure excess mortality by estimating the baseline mortality had the COVID-19 pandemic not occurred. The analysis used a linear mixed model because of its ease and flexibility in forecasting subject-specific mortality. The results showed …

The Determinants Of Covid-19 Vaccine Acceptance In Sumatra, Cindy Sidarta, Andree Kurniawan, Nata P H Lugito, Jeremia Imanuel Siregar, Veli Sungono, Rivaldo Steven Heriyanto, Novia Lauren Sieto, Devina Adella Halim, Claudia Jodhinata, Saraswati Anindita Rizki, Terry Devita Sinaga, Chintya Marcella, Felix Wijovi, Billy Susanto, Elizabeth Marcella, Johan Wibowo, Jonathan Juniard Anurantha, Michelle Imanuelly, Michele Indrawan, Nadia Khoirunnisa Heryadi

Kesmas

In light of the current coronavirus disease 2019 (COVID-19) vaccination programs being implemented worldwide, this study aimed to evaluate the COVID-19 vaccine acceptance survey in Indonesia conducted by the World Health Organization (WHO), the Ministry of Health of the Republic of Indonesia, the National Immunization Technical Advisory Group (NITAG), and the United Nations Children's Fund (UNICEF), published in November 2020. It was found that Sumatra Island having lower COVID-19 vaccine acceptance rates, with Aceh Province displaying the lowest level of vaccine acceptance. Thus, a cross-sectional study was conducted, and a logistic regression analysis was used to identify the factors affecting …