Women's Health Commons^™

Comparative Medicaid Policy Analysis Related To Maternal And Infant Birth Outcomes In South Carolina, Cassidy L. Lena

Senior Theses

The United States despite being one of the most industrialized and wealthiest nations in the world, has the worst maternal and child health outcomes of any industrialized nation. The rates of maternal morbidity, mortality, and infant mortality have been increasing within the past decade, when many causes of death for this population are preventable. This study conducted a literature review on Medicaid policies and associated programs between three states (South Carolina, North Carolina, and California) in order to gain background information. Secondly, a comparative Medicaid policy analysis was completed using the Centers for Disease Control and Prevention [CDC] framework, which …

Menstrual Justice In Theoretical Context, Vivian E. Hamilton

Faculty Publications

This Essay reviews and places into theoretical contexts Bridget Crawford and Emily Waldman’s invaluable book Menstruation Matters. Although the authors themselves do not explicitly label the theoretical approach that undergirds their work, much of Menstruation Matters: Challenging the Law’s Silence on Periods falls within the liberal feminist legal tradition typical of post-civil rights second-wave feminism. Their work also embodies aspects of critical feminist approaches to law. Crawford & Waldman expose the discriminatory effects of facially neutral laws, the limits of formal equality, and the pitfalls of essentializing or making universal claims about categories of individuals—including women and menstruators. In …

Validation Of A Brief Measure For Complicated Grief Specific To Reproductive Loss, Cara Buskmiller, Kathryn R Grauerholz, Jennifer Bute, Maria Brann, Michaelene Fredenburg, Jerrie S Refuerzo

Faculty, Staff and Student Publications

Objective

Complicated grief reactions follow some pregnancy outcomes, like miscarriage, stillbirth, neonatal death, infant death, selective reduction, or termination of pregnancy. Stigma can delay treatment and worsen outcomes. Screening tools such as the Edinburgh Postnatal Depression Scale detect complicated grief poorly, and specific tools for prolonged or complicated grief after a reproductive loss are cumbersome. In this study, a five-item questionnaire to detect complicated grief after reproductive loss of any type was designed and preliminary validated.

Methods

A questionnaire patterned after the extensively validated Brief Grief Questionnaire (BGQ) was created by a group of physicians and lay advocates to employ …

A New Christmas Eve: Match Day Eve, Gehan A. Pendlebury

be Still

The transition of medical student to resident physician represents the student becoming the teacher -- a teacher that will continue to evolve over time. Residents teach medical students, yet residents are taught by their attending physicians. In many ways, Match Day is a milestone marking the beginning of that incremental learning process. The word "doctor" derives from the Latin word “docere” meaning "to teach" as doctors should be teaching their patients good health in their practice of medicine. Likewise, it is an inherent responsibility of all physicians to pass on their knowledge and skills for the betterment of the next …

Capacity-Building Among Safety-Net Family Planning Clinics During The Choose Well Initiative In South Carolina, Center For Applied Reasearch And Evaluation In Women's Health, East Tennessee State University

Center for Applied Research and Evaluation (CARE) in Women's Health Issue Briefs

The aim of this study was to examine perceptions of Health Department and Federally Qualified Health Care clinic- and system-level staff regarding the impact of Choose Well-provided trainings on clinic organizational resources and clinic scope of services.

Contextual Evidence For Title X Services Within The United States South, Center For Applied Reasearch And Evaluation In Women's Health, East Tennessee State University

Center for Applied Research and Evaluation (CARE) in Women's Health Issue Briefs

The purpose of this Policy Brief is to provide comprehensive contextual evidence for Title X services given the historical context and current policy landscape surrounding contraceptive care and access to services, particularly in the United States South.

Conflicting Socio-Cultural Attitudes And Community Factors Resulting In Backstreet Abortion In Cato Manor, Kwazulu Natal, Chloe Sachs

Independent Study Project (ISP) Collection

Abortion in South Africa is a complex topic, rife with augmenting and limiting political, social, religious, and cultural factors. In South Africa, abortion has been legal since 1996; however, abortions have been performed for centuries in the region. Although abortion is legal, many factors influence a woman’s choice and ability to terminate a pregnancy. Religious and cultural norms within morally conservative societies contribute to negative abortion sentiments and hesitation to seek formal medical abortions. This study explored multiple age groups within Cato Manor and whether the attitudes towards abortion and factors impacting the choice of where and whether to receive …

The Intersectionality Of Race And Rurality In Polysubstance Use During Pregnancy In The United States: A Study Of National Survey On Drug Use And Health, Sophia Tavakol

Senior Theses

Importance: Though detrimental consequences, many pregnant individuals are still binging alcohol, smoking, and/or using illicit drug. Yet, little is known regarding variations in such behaviors across pregnant people in the United States.

Objective: To examine alcohol, tobacco, and drug use during pregnancy in 2015-2020 and assess their racial, ethnic, and rural disparities.

Design: This cross-sectional descriptive study derived maternal characteristics and self-reported prenatal substance use data from 2015 and 2020 National Survey on Drug Use and Health, considering the complex sampling weight per participant per year produced by NSDUH.

Setting: United States.

Participants: A scientific random sample of non-institutionalized residents …

Fear Of Recurrence, Emotional Well-Being And Quality Of Life Among Long-Term Advanced Ovarian Cancer Survivors, Kathryn Osann, Lari Wenzel, Chelsea Mckinney, Lynne Wagner, David Cella, Giulia Fulci, Mary J Scroggins, Heather A Lankes, Victoria Wang, Kenneth P Nephew, George L Maxwell, Samuel C Mok, Thomas P Conrads, Austin Miller, Michael Birrer

Faculty, Staff and Student Publications

OBJECTIVE: Although advanced stage epithelial ovarian cancer is widely considered life-threatening, 17% of women with advanced disease will survive long-term. Little is known about the health-related quality of life (QOL) of long-term ovarian cancer survivors, or how fear of recurrence might affect QOL.

METHODS: 58 long-term survivors with advanced disease participated in the study. Participants completed standardized questionnaires to capture cancer history, QOL, and fear of recurrent disease (FOR). Statistical analyses included multivariable linear models.

RESULTS: Participants averaged 52.8 years at diagnosis and had survived >8 years (mean:13.5); 64% had recurrent disease. Mean FACT-G, FACT-O, and FACT-O-TOI (TOI) scores were …

Short-Term Neonatal Outcomes Of Pregnancies Complicated By Maternal Obesity, Mara J Dinsmoor, Lynda G Ugwu, Jennifer L Bailit, Uma M Reddy, Ronald J Wapner, Michael W Varner, John M Thorp, Steve N Caritis, Mona Prasad, Alan T N Tita, George R Saade, Yoram Sorokin, Dwight J Rouse, Sean C Blackwell, Jorge E Tolosa, Eunice Kennedy Shriver National Institute Of Child Health And Human Development Maternal-Fetal Medicine Units (Mfmu) Network

Faculty, Staff and Student Publications

BACKGROUND: Maternal obesity complicates a high number of pregnancies. The degree to which neonatal outcomes are adversely affected is unclear.

OBJECTIVE: This study aimed to evaluate neonatal outcomes of pregnancies complicated by maternal obesity.

STUDY DESIGN: This study was a secondary analysis of a cohort of deliveries occurring on randomly selected days at 25 hospitals from 2008 to 2011. Data were collected by certified abstractors. This analysis included singleton deliveries between 24 and 42 weeks of gestation. Body mass index was calculated on the basis of maternal height and most recent weight before delivery. Normal and overweight (reference group; body …

The Association Of Smoking And Coffee Consumption With Occurrence Of Upper Gastrointestinal Symptoms In Patients With Active Helicobacter Pylori Infection In Jazan City: A Cross-Sectional Study, Anna Palatnik, Paula Mcgee, Jennifer L Bailit, Ronald J Wapner, Michael W Varner, John M Thorp, Steve N Caritis, Mona Prasad, Alan T N Tita, George R Saade, Dwight J Rouse, Sean C Blackwell, Eunice Kennedy Shriver National Institute Of Child Health And Human Development Maternal-Fetal Medicine Units (Mfmu) Networ

Faculty, Staff and Student Publications

Objective:

To examine whether there are racial disparities in severe maternal morbidity in patients with hypertensive disorder of pregnancy (HDP).

Study Design:

Secondary analysis of an observational study of 115,502 patients who had a live birth at ≥ 20 weeks in 25 hospitals in the US from 2008 to 2011. Only patients with HDP were included in this analysis. Race and ethnicity were categorized as non-Hispanic White, non-Hispanic Black and Hispanic and were abstracted from the medical charts. Patients of other races and ethnicities were excluded. Associations were estimated between race and ethnicity and the primary outcome of severe maternal …

The Brief Case: A New Feature In Journal Of Clinical Microbiology, Makayla M Bavis, Allison M Nicholas, Alexandria J Tobin, Sherri L Christian, Robert J Brown

Faculty, Staff and Student Publications

The energy demand of breast cancers is in part met through the β-oxidation of exogenous fatty acids. Fatty acids may also be used to aid in cell signaling and toward the construction of new membranes for rapidly proliferating tumor cells. A significant quantity of fatty acids comes from the hydrolysis of lipoprotein triacylglycerols and phospholipids by lipoprotein lipase (LPL). The lipid obtained via LPL in the breast tumor microenvironment may thus promote breast tumor growth and development. In this hypothesis article, we introduce LPL, provide a meta-analysis of RNAseq data showing that LPL is associated with poor prognosis, and explain …

Long-Term Maternal Metabolic And Cardiovascular Phenotypes After A Pregnancy Complicated By Mild Gestational Diabetes Mellitus Or Obesity, Ashley N Battarbee, Lisa Mele, Mark B Landon, Michael W Varner, Brian M Casey, Uma M Reddy, Ronald J Wapner, Dwight J Rouse, John M Thorp, Edward K Chien, George Saade, Beth A Plunkett, Sean C Blackwell

Faculty, Staff and Student Publications

Objective:

To evaluate the association of mild gestational diabetes (GDM) and obesity with metabolic and cardiovascular markers 5-10 years after pregnancy.

Study Design:

This was a secondary analysis of 5-10 year follow-up study of a mild GDM treatment trial and concurrent observational cohort of participants ineligible for the trial with abnormal 1-hour glucose challenge test only. Participants with 2-hour glucose tolerance test at follow-up were included. The primary exposures were mild GDM and obesity. The outcomes were insulinogenic index (IGI), 1/HOMA-IR, and cardiovascular markers VEGF, VCAM-1, CD40L, GDF-15, and ST-2. Multivariable linear regression estimated the association of GDM and obesity …

Prospective, Early Longitudinal Assessment Of Lymphedema-Related Quality Of Life Among Patients With Locally Advanced Breast Cancer: The Foundation For Building A Patient-Centered Screening Program, Anusha Gandhi, Tianlin Xu, Sarah M Desnyder, Grace L Smith, Ruitao Lin, Carlos H Barcenas, Michael C Stauder, Karen E Hoffman, Eric A Strom, Susan Ferguson, Benjamin D Smith, Wendy A Woodward, George H Perkins, Melissa P Mitchell, Desmond Garner, Chelain R Goodman, Melissa Aldrich, Marigold Travis, Susan Lilly, Isabelle Bedrosian, Simona F Shaitelman

Faculty, Staff and Student Publications

BACKGROUND: We examined how breast cancer-related lymphedema (BCRL) affects health-related quality of life (HRQOL), productivity, and compliance with therapeutic interventions to guide structuring BCRL screening programs.

METHODS: We prospectively followed consecutive breast cancer patients who underwent axillary lymph node dissection (ALND) with arm volume screening and measures assessing patient-reported health-related quality of life (HRQOL) and perceptions of BCRL care. Comparisons by BCRL status were made with Mann-Whitney U, Chi-square, Fisher's exact, or t tests. Trends over time from ALND were assessed with linear mixed-effects models.

RESULTS: With a median follow-up of 8 months in 247 patients, 46% self-reported ever having …

Reproductive Health In America: A History Of Patriarchal Control, Hailey Mccool

Undergraduate Research Conference

The United States is often referred to as the land of opportunity and the home of the free, yet today, those who challenge the patriarchal system are not treated fairly or equitably. Historically, from owning land to voting women have fought for the same rights enjoyed by men. The effort of early feminist movements paved the way for the Supreme Court to protect women’s reproductive rights through Roe v. Wade. For decades, women were able to make a choice regarding their reproductive health. However, in just the past year (2022), the Supreme Court ruled to strike down Roe v. …

Cervicovaginal Microbiota Profiles In Precancerous Lesions And Cervical Cancer Among Ethiopian Women, Brhanu Teka, Kyoko Yoshida-Court, Ededia Firdawoke, Zewditu Chanyalew, Muluken Gizaw, Adamu Addissie, Adane Mihret, Lauren E Colbert, Tatiana Cisneros Napravnik, Molly B El Alam, Erica J Lynn, Melissa Mezzari, Jhingran Anuja, Eva Johanna Kantelhardt, Andreas M Kaufmann, Ann H Klopp, Tamrat Abebe

Faculty, Staff and Student Publications

Although high-risk human papillomavirus infection is a well-established risk factor for cervical cancer, other co-factors within the local microenvironment may play an important role in the development of cervical cancer. The current study aimed to characterize the cervicovaginal microbiota in women with premalignant dysplasia or invasive cervical cancer compared with that of healthy women. The study comprised 120 Ethiopian women (60 cervical cancer patients who had not received any treatment, 25 patients with premalignant dysplasia, and 35 healthy women). Cervicovaginal specimens were collected using either an Isohelix DNA buccal swab or an Evalyn brush, and ribosomal RNA sequencing was used …

Evaluation Of A Portable Gynecological Examination Table On Increasing Access To Cervical Cancer Screenings, Brennan Burrows, Giuliana Motta, Vibhasri Davuluri, Urvee Deo, Aman Tahir, Brindha Rajakumar, Jacob Blumenstein, Eliza Steinberg, Mariam Tobia, Asmita Tuladhar, Abigail Ahn

Medical Student Research Symposium

Introduction: Cervical cancer is a preventable disease affecting millions of women worldwide, with higher prevalence and mortality in developing countries. One explanation of this disparity is due to reduced access to screenings, especially in rural communities where mobile health clinics are limited by what medical equipment they can bring. To address these barriers, an engineering team called Project MESA (Making Examinations Safe and Accessible) designed a gynecological examination table that is portable, lightweight, and easily sanitizable.

Objective: This study aims to (1) evaluate whether the implementation of this device improves the clinician’s ability to perform pap smears as opposed to …

Gender Disparities In The Diagnosis Of Sleep Disordered Breathing, Kenna Haile, Nesrine Ibrahim, Safwan Badr, Apala Vaishnav

Medical Student Research Symposium

Introduction: Current diagnostic guidelines for sleep disordered breathing (SDB) require that apneas and hypopneas be accompanied by a 4% desaturation for it to constitute a respiratory event (AHI-Accepted). However, the American Academy of Sleep Medicine recommends expanding the diagnostic criteria to include apneas and hypopneas accompanied by a 3% desaturation or a cortical arousal for diagnosis (AHI-Recommended). We hypothesized that a clinical sample of both men and women would demonstrate that women are more likely to be misdiagnosed using the accepted criteria compared to the recommended criteria.

Methods: The clinical sample consisted of all patients receiving a PSG at the …

Gender And Financial Implications Of Parental Leave Utilization At A Major Us Academic Institution, Maurgan Lee, Lucki Word, Mayra Shafique, Julie Crego, Leah Robinson Phd, Anil Aranha Phd, Beena Sood

Medical Student Research Symposium

Background and Purpose: In the United States, women on average are paid $0.83 for every dollar earned by male counterparts. Creating a family can promote heightened obligations for both parents, however, women tend to take on amplified responsibility associated with childrearing. Studies show females are more likely to utilize parental leave (PL) compared to men. Our study aims to evaluate the impact of PL usage on financial and earning potential based on gender.

Methods: Analysis of retrospective human resources data of WSU employees was conducted. Data parameters included: demographics, length, usage, and number of parental leaves. Data was analyzed using …

The Role Of Vigorous And High Intensity Interval Training Physical Activity Counseling In Prenatal Care, Emily Lau, Brendan T. Lynch, Sonia Hassan

Medical Student Research Symposium

Background: Physical activity is becoming a more common component of preventative medicine and patient counseling; however, the prevalence of physical activity counseling and specific social determinants of health have prevented women, namely prenatal patients, from receiving this counseling from their providers¹. Physical activity, including high intensity interval training (HIIT), has been shown to be feasible for implementation in patient counseling³ and shown to be safe for pregnant women, even into the third trimester². We hypothesize that the current percentage of patients, including prenatal patients, being counseled on physical activity is lacking. In addition, we hypothesize …

The Association Between Medication Use In Older Women With Early-Stage Operable Primary Breast Cancer And Decision Regarding Primary Treatment, Natalie Tse, Ruth M Parks, Holly M Holmes, Kwok-Leung Cheung

Faculty, Staff and Student Publications

Background: Polypharmacy is one factor contributing to increased mortality, hospitalization, and adverse drug reactions in older adults. The aim of this study was to measure the prevalence of polypharmacy in a cohort of older women with early-stage operable primary breast cancer and the relationship of polypharmacy to primary treatment decision and functional status.

Methods: A total of 139 patients with a new diagnosis of early-stage operable primary breast cancer proven histologically were recruited as part of a prospective study. The average age was 77 years. Assessment using a cancer-specific Comprehensive Geriatric Assessment (CGA) tool was conducted within 6 weeks of …

Patient Perspectives On Noninvasive Prenatal Testing Among Black Women In The United States: A Scoping Review, Shameka P. Thomas, Madison A. Keller, Tiara Ranson, Rachele E. Willard

School of Medicine Faculty Publications

Advances in reproductive health technologies such as noninvasive prenatal testing (NIPT) are changing the landscape of prenatal care and maternal health. NIPT, made clinically available in the United States (US) in 2011, is a screening test that utilizes cell-free DNA (cfDNA) to detect for aneuploidies and genetic characteristics in fetal DNA. In September 2020, the American College of Obstetricians and Gynecologists (ACOG) recommended NIPT for all pregnant patients regardless of age or risk factors. We examined peer-reviewed, empirical studies published from January 2011 to February 2022, assessing NIPT studies with patient perspectives in the US and what is known about …

Male Hormonal Contraceptives: Associations Between Students’ Perception Of And Trust In Usage And Endorsement Of Gender Norms, Zoe Keese

Honors Program: Senior Projects (Public)

As clinical trials continue to test the safety and efficacy of new male contraceptive options, evaluating attitudes towards them is critical in expanding access to reproductive healthcare. The present study sought to investigate the relationship of endorsement of traditional masculine and feminine gender norms with attitudes towards male hormonal contraceptive pills. Using a Qualtrics survey, 45 participants rated their attitudes towards different measures, including attitude towards the male contraceptive pill, willingness to use male hormonal contraception, and endorsement of traditional masculine and feminine gender norms. The results of the survey indicated that there was a significant positive correlation between endorsing …

Improving Adolescent Contraceptive Care In The South: Policy Brief, Center For Applied Reasearch And Evaluation In Women's Health, East Tennessee State University

Center for Applied Research and Evaluation (CARE) in Women's Health Issue Briefs

Youth-friendly, person-centered contraceptive care (YFPCCC) improves the quality of care that youth receive. Research shows that clinic characteristics that support youth-friendly, person-centered care,like confidentiality and consent policies and trained providers, contribute to high quality contraceptive care for youth. As such, establishing or strengthening clinic policies requiring training and confidentiality will support a clinic’s capacity to provide YFPCCC. Understanding Southern safety-net clinics’ characteristics supporting YFPCCC and Southern youths’ perceptions of their care can highlight areas where policies may need to be established or strengthened.

Racial And Ethnic Disparities In Acute Care Utilization Among Patients With Glomerular Disease, Jill R Krissberg, Michelle M O'Shaughnessy, Abigail R Smith, Margaret E Helmuth, Salem Almaani, Diego H Aviles, Kaye E Brathwaite, Yi Cai, Daniel Cattran, Rasheed Gbadegesin, Dorey A Glenn, Larry A Greenbaum, Sandra Iragorri, Koyal Jain, Myda Khalid, Jason Kidd, Jeffrey Kopp, Richard Lafayette, Jerome C Lane, Francesca Lugani, Jordan G Nestor, Rulan S Parekh, Kimberly Reidy, David T Selewski, Christine B Sethna, C John Sperati, Katherine Tuttle, Katherine Twombley, Tetyana L Vasylyeva, Donald J Weaver, Scott E Wenderfer, Keisha Gibson

Faculty, Staff and Student Publications

RATIONALE & OBJECTIVE: The effects of race, ethnicity, socioeconomic status (SES), and disease severity on acute care utilization in patients with glomerular disease are unknown.

STUDY DESIGN: Prospective cohort study.

SETTING & PARTICIPANTS: 1,456 adults and 768 children with biopsy-proven glomerular disease enrolled in the Cure Glomerulonephropathy (CureGN) cohort.

EXPOSURE: Race and ethnicity as a participant-reported social factor.

OUTCOME: Acute care utilization defined as hospitalizations or emergency department visits.

ANALYTICAL APPROACH: Multivariable recurrent event proportional rate models were used to estimate associations between race and ethnicity and acute care utilization.

RESULTS: Black or Hispanic participants had lower SES and more …

Biomarkers Of Oxidative Stress And Its Nexus With Haemoglobin Variants And Adverse Foeto-Maternal Outcome Among Women With Preeclampsia In A Ghanaian Population: A Multi-Centre Prospective Study, Ganiwu Abdul, William Osei-Wusu, Gordon Akuffo Asare, Samira Daud, Stephen Opoku, Valentine Christian Kodzo Tsatsu Tamakloe, Joseph Frimpong, Benedict Sackey, Wina Ivy Ofori Boadu, Vivian Paintsil, Max Efui Annani-Akollor, Yaw Amo Wiafe, Enoch Odame Anto, Otchere Addai-Mensah

Research outputs 2022 to 2026

Introduction Haemoglobin variants and preeclampsia (PE) are associated with adverse fatal events of which oxidative stress may be an underlying factor. Oxidative stress (OS) among preeclamptic women with haemoglobin variants has been well established. It is, however, unclear whether haemoglobin variants induce OS to aggravate the risk of adverse foeto-maternal outcomes in pregnant women with preeclampsia. We measured the levels of OS biomarkers and determined the association between haemoglobin variants, and adverse foeto-maternal outcomes among pregnant women with PE. Methods This multi-centre prospective study recruited 150 PE women from three major health facilities in both Bono and Bono east regions …

Transabdominal Cerclage During Pregnancy: A Retrospective Single Operator Series Over A Quarter Century, David R Hall, Mari Van De Vyver

Faculty, Staff and Student Publications

OBJECTIVE: To describe the pregnancy outcomes and complications observed in a series of cases of transabdominal cerclage (TAC), which is reserved for highly selected women with recurrent mid-trimester pregnancy loss, due to cervical insufficiency.

METHODS: A retrospective audit covering 25 years (January 1, 1997 to December 31, 2021) was performed at the Obstetric Special Care division, Tygerberg Academic Hospital in Cape Town, South Africa. All 118 pregnancies from 94 procedures, operated and managed by the principal author were included for descriptive analysis.

RESULTS: Eighty-four (91.3%) of the 92 first pregnancies after first insertion had successful outcomes. All second and third …

Eczema Monkeypoxicum In A Female Patient With Atopic Dermatitis, Emma Napoli, Madeline Frizzell, Clark Gravell, Sergio Vallejo, Shasta Theodore, Karen Chen, Huma Siddiqui, Justin Dunn, Dora Marrufo, Jose Cadena, Patrick J Danaher

Faculty, Staff and Student Publications

A female patient with atopic dermatitis who had recently received a tattoo presented with severe right ear pain and several vesiculopustular lesions. Over 1 week, she developed approximately 80 widely distributed lesions. Laboratory testing confirmed mpox (previously monkeypox) virus, and no further lesions developed after initiation of oral tecovirimat.

Long-Term Safety And Efficacy Of Non-Absorbable Abdominal Mesh For Apical Prolapse Surgery: A 10-Year Experience At Tertiary Care Hospital, Samia Aijaz, Novera G. Chughtai, Urooj Kashif, Summera Malik

Department of Obstetrics & Gynaecology

Objectives: To evaluate the complications of apical prolapse correction with abdominally placed mesh and to assess the long-term efficacy of Sacrohysteropexy and Sacrocolpopexy.
Method: A retrospective cohort study was conducted at the Department of Gynecology and Obstetrics, Aga Khan University Hospital. All women who underwent apical prolapse surgery using abdominal mesh from January 2010 to December 2019 at AKUH were included. Patients with missing routine follow up visits and incomplete data up to one year post op were excluded. Patient notes were reviewed, and subjective and objective success and complications were analyzed. Safety was measured by incidence of intra, early …

Presidential Vote Share And Covid-19 Vaccination Rate In Indonesia: A District-Level Cross-Sectional Ecological Study, Gede Benny Setia Wirawan, Ni Luh Zallila Gustina, Ivy Cerelia Valerie, I Gusti Ayu Indah Pradnyani Rs, Muchamad Zaenal Arifin, Pande Putu Januraga

Kesmas

Political affiliation has been reported as a determinant of COVID-19 vaccine acceptance in some countries, although few studies have examined the Asian context. This study aims to fill this gap by employing an ecological study design using Indonesian regions as data points. Political affiliation was represented by incumbent President Jokowi’s vote share in the 2019 presidential election. Potential confounders included population density, human development index, availability of hospitals and primary health care, 2019–2020 economic growth, COVID-19 mortality rate, and proportion of Muslims in the population. The final analysis included 201 out of 501 districts and cities in Indonesia. Controlling for …