Health Services Administration Commons^™

Association Of Selected State Policies And Requirements For Buprenorphine Treatment With Per Capita Months Of Treatment, Bradley D. Stein, Brendan K. Saloner, Olivia K. Golan, Barbara Andraka-Christou, Christina M. Andrews Ph.D., Andrew W. Dick, Corey S. Davis, Flora Sheng, Adam J. Gordon

Faculty Publications

IMPORTANCE Expanding the use of buprenorphine for treating opioid use disorder is a critical component of the US response to the opioid crisis, but few studies have examined how state policies are associated with buprenorphine dispensing. OBJECTIVE To examine the association of 6 selected state policies with the rate of individuals receiving buprenorphine per 1000 county residents. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study used 2006 to 2018 US retail pharmacy claims data for individuals dispensed buprenorphine formulations indicated for treating opioid use disorder. EXPOSURES State implementation of policies requiring additional education for buprenorphine prescribers beyond waiver training, continuing medical …

Protocol For Developing A Personalised Prediction Model For Viral Suppression Among Under-Represented Populations In The Context Of The Covid-19 Pandemic, Jiajia Zhang Ph.D., Xueying Yang Ph.D., Sharon Weissman, Xiaoming Li Ph.D., Bankole Olatosi Ph.D.

Faculty Publications

Introduction Sustained viral suppression, an indicator of long-term treatment success and mortality reduction, is one of four strategic areas of the 'Ending the HIV Epidemic' federal campaign launched in 2019. Under-represented populations, like racial or ethnic minority populations, sexual and gender minority groups, and socioeconomically disadvantaged populations, are disproportionately affected by HIV and experience a more striking virological failure. The COVID-19 pandemic might magnify the risk of incomplete viral suppression among under-represented people living with HIV (PLWH) due to interruptions in healthcare access and other worsened socioeconomic and environmental conditions. However, biomedical research rarely includes under-represented populations, resulting in biased …

Covid-19 Challenges, Responses, And Resilience Among Rural Black Women: A Study Protocol, Fanghui Shi, Jiajia Zhang Ph.D., Chengbo Zeng, Xiaowen Sun, Zhenlong Li, Xueying Yang, Sharon Weissman, Bankole Olatosi Ph.D., Xiaoming Li Ph.D.

Faculty Publications

Background

Timely linkage to care (LTC) is key in the HIV care continuum, as it enables people newly diagnosed with HIV (PNWH) to benefit from HIV treatment at the earliest stage. Previous studies have found LTC disparities by individual factors, but data are limited beyond the individual level, especially at the county level. This study examined the temporal and geographic variations of county-level LTC status across 46 counties in South Carolina (SC) from 2010 to 2018 and the association of county-level characteristics with LTC status.

Methods

All adults newly diagnosed with HIV from 2010 to 2018 in SC were included …

Fixing The System: A Comparative Review Of The United Kingdom, Germany, And United States’ Healthcare Systems And Lessons Learned For Potential Improvements In The United States, Jessica Goddard

Senior Theses

In an effort to provide recommendations to the United States’ considerations of a universal healthcare system, this thesis analyzes the United States healthcare system alongside the sophisticated systems of the United Kingdom and Germany. Literature review and an analysis of 10 health outcomes and indicators guided the framework for a set of interview questions to be asked of healthcare professionals in all three countries. The interview response data was then organized and used to guide the suggested recommendations to the United States in its path towards universal healthcare. While a limited number of solutions could be provided given the time …

Female Infertility And Maternal And Infant Outcomes In South Carolina – The Role Of Insurance Type, Chelsea Mencio Norregaard

Theses and Dissertations

The overall objective of this research study was to examine the association between fertility treatments and maternal and infant birth outcomes, and to understand what role insurance type plays in these associations.

This retrospective statewide cohort study utilized population-based birth certificate data from January 2018 – December 2021in South Carolina, linked to all-payer claims data for outpatient services, inpatient admissions/discharges, and emergency department visits. Key exposure variables included insurance type and fertility treatment, depending on Aim. Key outcomes of interest included fertility treatment (Aim 1); maternal outcomes (Aim 2) including severe maternal morbidity, cesarean delivery without medical indication, elective labor …

Revealing Geographic Transmission Pattern Of Covid-19 Using Neighborhood-Level Simulation With Human Mobility Data And Seir Model: A Case Study Of South Carolina, Huan Ning, Zhenlong Li, Shan Qiao, Chengbo Zeng, Jiajia Zhang Ph.D., Bankole Olatosi Ph.D., Xiaoming Li Ph.D.

Faculty Publications

Direct human physical contact accelerates COVID-19 transmission. Smartphone mobility data has emerged as a valuable data source for revealing fine-grained human mobility, which can be used to estimate the intensity of physical contact surrounding different locations. Our study applied smartphone mobility data to simulate the second wave spreading of COVID-19 in January 2021 in three major metropolitan statistical areas (Columbia, Greenville, and Charleston) in South Carolina, United States. Based on the simulation, the number of historical county-level COVID-19 cases was allocated to neighborhoods (Census block groups) and points of interest (POIs), and the transmission rate of each allocated place was …

Moderation Effect Of Community Health On The Relationship Between Racial/Ethnic Residential Segregation And Hiv Viral Suppression In South Carolina: A County-Level Longitudinal Study From 2013 To 2018, Fanghui Shi, Jiajia Zhang Ph.D., Xueying Yang Ph.D., Xiaowen Sun, Zhenlong Li, Chengbo Zeng, Huan Ning, Sharon Weissman, Bankole Olatosi Ph.D., Xiaoming Li Ph.D.

Faculty Publications

Background: Viral suppression is the ultimate goal of the HIV treatment cascade and a primary endpoint of antiretroviral therapy. Empirical evidence found racial/ethnic disparities in viral suppression among people living with HIV (PWH), but the evidence of the relationship between racial/ethnic residential segregation and place-based viral suppression is scarce. Further exploring potential structural moderators in this relationship has substantial implications for healthcare policymaking and resource allocation. The current study aimed to investigate the spatial-temporal disparities in the HIV viral suppression rate across 46 counties in South Carolina from 2013 to 2018. We also examined the impact of racial/ethnic residential segregation …

Ecologic Analysis Of Antimicrobial Use In South Carolina Hospitals During 2020–2022, Pamela Bailey, Shujie Chen, Majdi N. Al-Hasan, Bankole Olatosi Ph.D., Xiaoming Li Ph.D., Jiajia Zhang Ph.D.

Faculty Publications

Background:

Factors influencing excessive antimicrobial utilization in hospitalized patients remain poorly understood, particularly with the COVID-19 pandemic.

Methods:

In this retrospective cohort, we compared administrative data regarding antimicrobial prescriptions in hospitalized patients in South Carolina from March 2020 through September 2022. The study examined variables associated with antimicrobial use across demographics, COVID status, and length of stay, among other variables.

Results:

Significant relationships were seen with antimicrobial use in COVID-19 positive patients (OR 2.00, 95% Confidence Interval (CI): 1.9–2.1), young adults (OR 1.08, 95% CI: 0.99–1.12, COVID-19 positive Blacks and Hispanics (OR 1.06, 95% CI: 1.01–1.11, OR 1.05, 95% CI: …

Residential Segregation And County-Level Covid-19 Booster Coverage In The Deep South: Surveillance Report And Ecological Study, Chengbo Zeng, Jiajia Zhang Ph.D., Zhenlong Li, Xiaowen Sun, Huan Ning, Xueying Yang, Sharon Weissman, Bankole Olatosi Ph.D., Xiaoming Li Ph.D.

Faculty Publications

Background: COVID-19 had a greater impact in the Deep South compared with other regions in the United States. While vaccination remains a top priority for all eligible individuals, data regarding the progress of booster coverage in the Deep South and how the coverage varies by county and age are sparse. Despite existing evidence of racial and ethnic disparities in COVID-19 vaccinations at the individual level, there is an urgent need for evidence at the population level. Such information could highlight vulnerable communities and guide future health care policy-making and resource allocation.

Objective: We aimed to evaluate county-level COVID-19 booster coverage …

Using Geospatial Social Media Data For Infectious Disease Studies: A Systematic Review, Fengrui Jing, Zhenlong Li, Shan Qiao Ph.D., Jiajia Zhang Ph.D., Bankole Olatosi Ph.D., Xiaoming Li Ph.D.

Faculty Publications

Geospatial social media (GSM) data has been increasingly used in public health due to its rich, timely, and accessible spatial information, particularly in infectious disease research. This review synthesized 86 research articles that use GSM data in infectious diseases published between December 2013 and March 2022. These articles cover 12 infectious disease types ranging from respiratory infectious diseases to sexually transmitted diseases with spatial levels varying from the neighborhood, county, state, and country. We categorized these studies into three major infectious disease research domains: surveillance, explanation, and prediction. With the assistance of advanced computing, statistical and spatial methods, GSM data …

Association Of Chronic Kidney Disease With Prior Tinnitus: A Case-Control Study, Shih-Han Hung, Sudha Xirasagar Mbbs., Ph.D., Yen-Fu Cheng, Nai-Wen Kuo, Herng-Ching Lin

Faculty Publications

This population-based, case-control study aims to explore the relationship between prior tinnitus and the occurrence of chronic kidney disease (CKD) using a nationwide, population-based cohort study. We used data from the Taiwan National Health Insurance Research Database to explore the association of CKD with tinnitus. We identified 15,314 patients aged >= 40 years old with a first-time diagnosis of CKD as the cases. We used propensity-scored matching to select 45,942 controls (1:3 ratio). We performed multivariate logistic regression to estimate the odds ratio (OR) of a prior tinnitus diagnosis among the CKD group vs. the control group. Analysis showed that …

Association Of Fabry Disease With Hearing Loss, Tinnitus, And Sudden Hearing Loss: A Nationwide Population-Based Study, Yen-Fu Cheng, Sudha Xirasagar Mbbs., Ph.D., Chin-Shyan Chen, Dau-Ming Niu, Herng-Ching Lin

Faculty Publications

Hearing loss and the related otologic manifestations are receiving increased scrutiny as significant causes of morbidity in Fabry disease. However, the relative risks of auditory deficits among patients with Fabry disease relative to the general population without a diagnosis of Fabry disease have not been studied. This study aims to explore the associations between Fabry disease and hearing-related manifestations using a nationwide population-based dataset. We identified study patients for this cross-sectional study from the 2015–2017 claims databases of the Taiwan Longitudinal Health Insurance Database 2005. We first identified 2312 patients aged over 20 years with a diagnosis of Fabry disease. …

Accounting For The Growth Of Observation Stays In The Assessment Of Medicare’S Hospital Readmissions Reduction Program, Amber K. Sabbatini, Karen E. Joynt-Maddox, Joshua M. Liao, Anirban Basu, Canada Parrish, William Kreuter, Brad Wright Ph.D.

Faculty Publications

Importance Decreases in 30-day readmissions following the implementation of the Medicare Hospital Readmissions Reduction Program (HRRP) have occurred against the backdrop of increasing hospital observation stay use, yet observation stays are not captured in readmission measures.

Objective To examine whether the HRRP was associated with decreases in 30-day readmissions after accounting for observation stays.

Design, Setting, and Participants This retrospective cohort study included a 20% sample of inpatient admissions and observation stays among Medicare fee-for-service beneficiaries from January 1, 2009, to December 31, 2015. Data analysis was performed from November 2021 to June 2022. A differences-in-differences analysis assessed changes in …

Crafting Effective Regulatory Policies For Psychedelics: What Can Be Learned From The Case Of Cannabis?, Amanda J. Abraham, Christina M. Andrews Ph.D., Samantha J. Harris, Melissa M. Westlake, Colleen M. Grogan

Faculty Publications

Importance: Medicaid is a key policy lever to improve opioid use disorder treatment, covering approximately 40% of Americans with opioid use disorder. Although approximately 70% of Medicaid beneficiaries are enrolled in comprehensive managed care organization (MCO) plans, little is known about coverage and prior authorization (PA) policies for medications for opioid use disorder (MOUD) in these plans. Objective: To compare coverage and PA policies for buprenorphine, methadone, and injectable naltrexone across Medicaid MCO plans and fee-for-service (FFS) programs and across states. Design, Setting, and Participants: This cross-sectional study analyzed MOUD data from 266 Medicaid MCO plans and FFS programs in …

Safe, Supportive Neighborhoods: Are They Associated With Childhood Oral Health?, Elizabeth L. Crouch, Joni Nelson, Radhika Ranganathan, Melinda A. Merrell, Amy Martin

Faculty Publications

Objective

There has been limited examination of how community-level supports may influence oral health metrics among children. The purpose of our study is to examine the association between two types of community-level positive childhood experiences and oral healthcare and oral health outcomes among children ages 6 to 17 years of age.

Methods

This study uses a cross-sectional data set from the 2018–2019 National Survey of Children's Health. Two oral health metrics were used: preventive dental care, measured as one or more preventive dental visits in the past 12 months, and tooth decay, measured as tooth decay or cavities in the …

How To Survive College As An Acoa: The Effectiveness Of University Resources On Helping Acoas Socially And Psychologically Succeed During Their Academic Career, Kelly Buchan

Senior Theses

In 2019, 14.5 million people ages 12 and older had Alcohol Use Disorder (AUD), but only 10% received treatment (National Institute on Alcohol Abuse and Alcoholism [NIAAA], 2022). Parental drinking problems can directly affect children, or “Adult Children of Alcoholics.” Of the few studies targeting ACoAs, results show that ACoAs not only have higher risks of mental illness, but they also have lower GPAs and social health (Schroeder & Kelley, 2008). Thus, this study assessed the extent to which perceptions of the college drinking environment are related to higher depression rates in ACoAs, certain drinking motivations, and reluctance to use …

Identifying Racial Differences In Colorectal Polyp Profile At Screening Colonoscopy Using Traditional Regression And Machine Learning Approaches, Yuqi Wu

Theses and Dissertations

Background

Colorectal cancer (CRC), the second leading cause of cancer and cancer deaths in the United States, can largely be prevented by screening the age-appropriate adult population with colonoscopy to remove precancerous lesions. However, despite the encouraging annual, population-wide decline in CRC incidence and mortality in recent decades, and widespread adoption of screening colonoscopy since 2000 (~60% population coverage rate), the Black population has consistently suffered higher CRC incidence and mortality than Whites, currently 20% and 40% respectively, little changed from the 2000 rats of 26% and 52%.

The reason for this is thought to be that the Black population …

Association Of Prior Periodontal Disease With Cancer – Exploring Epidemiologic Evidence Of Periodontal Exudate-Exposed Site Cancer Risk Versus Remote Gastrointestinal Sites, Asma Alzahrani

Theses and Dissertations

Background: Periodontal disease, a chronic bacterial infection of the gums, if untreated, causes chronic inflammation over years and eventual tooth loss. The associations between periodontal disease (measured by missing teeth) and certain sites of cancer have been established, in epidemiological studies, and attributed to systemic inflammatory impacts causing carcinogenic change over decades. Because periodontal exudates are toxic, containing locally bioactive bacteria and toxins, this study hypothesized and studied the potential higher cancer risk of anatomic sites exposed to oral exudates (exudate-exposed site cancers (EEC); head and neck, oral, pharynx, larynx, esophagus, stomach). The study studied the risk of exudate exposed …

Examining The Association Between Rurality And Positive Childhood Experiences Among A National Sample, Elizabeth L. Crouch Ph.D., Janice C. Probst Ph.D., Sylvia Shi, Alexander C. Mclain Ph.D., Jan M. Eberth Ph.D., Monique J. Brown Ph.D., Melinda A. Merrell, Kevin J. Bennett

Faculty Publications

Purpose

The present study examines the association between rurality and positive childhood experiences (PCEs) among children and adolescents across all 50 states and the District of Columbia. Recent work has quantified the prevalence of PCEs at the national level, but these studies have been based on public use data files, which lack rurality information for 19 states.

Methods

Data for this cross-sectional analysis were drawn from 2016 to 2018 National Survey of Children's Health (NSCH), using the full data set with restricted geographic data (n = 63,000). Descriptive statistics and bivariate analyses were used to calculate proportions and unadjusted associations. …

Correlates Of Zero-Dose Vaccination Status Among Children Aged 12-59 Months In Sub-Saharan Africa: A Multilevel Analysis Of Individual And Contextual Factors, Chamberline Ozigbu, Bankole Olatosi, Zhenlong Li, James W. Hardin, Nicole L. Hair

Faculty Publications

Despite ongoing efforts to improve childhood vaccination coverage, including in hard-to-reach and hard-to-vaccinate communities, many children in sub-Saharan Africa (SSA) remain unvaccinated. Considering recent goals set by the Immunization Agenda 2030 (IA2030), including reducing the number of zero-dose children by half, research that goes beyond coverage to identify populations and groups at greater risk of being unvaccinated is urgently needed. This is a pooled cross-sectional study of individual- and country-level data obtained from Demographic and Health Surveys Program and two open data repositories. The sample includes 43,131 children aged 12–59 months sampled between 2010 and 2020 in 33 SSA countries. …

Association Of Medicaid Expansion With Emergency Department Visits By Medical Urgency, Theodoros V. Giannouchos, Benjamin Ukert, Christina Andrews Ph.D.

Faculty Publications

Importance Relatively little is known about the association of the Medicaid eligibility expansion under the Patient Protection and Affordable Care Act with emergency department (ED) visits categorized by medical urgency.

Objective To estimate the association between state Medicaid expansions and ED visits by the urgency of presenting conditions.

Design, Setting, and Participants This cross-sectional study used the Healthcare Cost and Utilization Project State Emergency Department Databases from January 2011 to December 2017 for 2 states that expanded Medicaid in 2014 (New York and Massachusetts) and 2 states that did not (Florida and Georgia). Difference-in-differences regression models were used to estimate …

Association Of Age-Related Macular Degeneration With Prior Hyperthyroidism And Hypothyroidism: A Case-Control Study, Shih-Han Hung, Sudha Xirasagar, Tung-Mei Tammy Kuang, Wei-Wen Chang, Yen-Fu Cheng, Nai-Wen Kuo, Herng-Ching Lin

Faculty Publications

Prior studies suggest a possible association between thyroid disease and the subsequent development of age-related macular degeneration (AMD), although it remains inconclusive. This study aimed to evaluate the association of AMD with prior hyper-/hypothyroidism based on nationwide population-based data. We retrieved records of the study patients from the National Health Insurance Research Database, 7522 patients with a first-time diagnosis of AMD and 7522 propensity score-matched controls. Multiple logistic regression analyses were performed to explore the association of neovascular AMD with previously diagnosed hyperthyroidism or hypothyroidism. The Chi-square test shows that there was a statistically significant difference in the prevalence of …

A Discrete Choice Experiment Investigating Hiv Testing Preferences In South Africa, P. Chiwire, A. C. Muhlbacher, S. M. Evers, H. Mahomed, Jan Ostermann Ph.D., M. Hiligsmann

Faculty Publications

Background

South Africa (SA) has the world’s highest burden of HIV infection, with an estimated 13.7% of the population living with HIV (PLWH/Persons Living With HIV). The early identification of PLWH and rapid engagement of them in HIV treatment are indispensable tools in the fight against HIV transmission. Understanding client preferences for HIV testing may help improve uptake. This study aimed to elicit client preferences for key characteristics of HIV testing options.

Methods

A discrete-choice experiment (DCE) was conducted among individuals presenting for HIV testing at two public primary healthcare facilities in Cape Town, South Africa. Participants were asked to …

Gonorrhea: Core Areas And State Policies, Jessica Purser

Theses and Dissertations

This research looked at gonorrhea rates both from a community perspective and at the state level. Using hot spot analysis, means differences, and quantile regression, we found that education, specifically the percent of people over the age of 25 with less than a high school education, was the dominant factor at the state level while core areas of gonorrhea exist in the PeeDee and western Lowcountry regions of South Carolina in 2017 and 2018. Risky sexual behaviors are well-defined in the literature for individual persons, but this shows that looking at societal and community factors is important.

This is a …

Increased Risk Of Major Depressive Disorder Following Tinnitus: A Population-Based Study, Herng-Ching Lin, Sudha Xirasagar Mbbs, Ph.D., Chia-Hui Wang, Yen-Fu Cheng, Tzong-Hann Yang

Faculty Publications

Background and Purpose: In this study, we aimed to evaluate the relationship between tinnitus and a subsequent diagnosis of major depressive disorder (MDD) by studying the incidence of both entities.

Design: A retrospective cohort study.

Methods: Data for this observational follow-up study were retrieved from the Taiwan's National Health Insurance Dataset. A total of 375,272 patients with newly diagnosed tinnitus (study group) were retrieved. The date of first diagnosis of tinnitus was assigned as their index date. Comparison patients were selected by propensity score matching (one per case, n = 375,272 controls) from the same dataset, with their index date …

Absence Of An Association Between Macular Degeneration And Young-Onset Dementia, Tung-Mei Tammy Kuang, Sudha Xirasagar Mbbs., Ph.D., Wei-Yun Lee, Yen-Fu Cheng, Nai-Wen Kuo, Herng-Ching Lin

Faculty Publications

A few population-based studies have reported an association between prior age-related macular degeneration and senile dementia. No study has explored a possible link between prior macular degeneration and young-onset dementia (YOD). This case–control study aimed to evaluate the association of YOD with prior macular degeneration diagnosed in the 5-year period before their index date. Data for this retrospective observational study were retrieved from Taiwan’s National Health Insurance (NHI) dataset. A total of 36,577 patients with newly diagnosed YOD from January 2010 to December 2017 were identified as the study cohort, assigning their diagnosis date as their index date. Comparison patients …

Association Of Neovascular Age-Related Macular Degeneration With Migraine, Tung-Mei Kuang, Sudha Xirasagar, Yi-Wei Kao, Jau-Der Ho, Herng-Ching Lin

Faculty Publications

Patients with early onset vascular pathology have been reported to manifest neovascular age-related macular degeneration (AMD). While the blood vessels involved in pathogenesis of migraine remains controversial, it is generally accepted that a major contributor is blood vessel pathology. This study aimed to examine the association between migraine and AMD using a nationwide population-based dataset. Retrospective claims data were collected from the Taiwan National Health Insurance Research Database. We identified 20,333 patients diagnosed with neovascular AMD (cases), and we selected 81,332 propensity score-matched controls from the remaining beneficiaries in Taiwan's National Health Insurance system. We used Chi-square tests to explore …

The Problem Of The Color Line: Spatial Access To Hospital Services For Minoritized Racial And Ethnic Groups, Jan M. Eberth, Pelvin Hung, Gabriel A. Benavidez, Janice Probst, Whitney E. Zahnd, Mary-Katherine Mcnatt, Ebony Toussaint, Melinda A. Merrell, Elizabeth L. Crouch

Faculty Publications

Examining how spatial access to health care varies across geography is key to documenting structural inequalities in the United States. In this article and the accompanying StoryMap, our team identified ZIP Code Tabulation Areas (ZCTAs) with the largest share of minoritized racial and ethnic populations and measured distances to the nearest hospital offering emergency services, trauma care, obstetrics, outpatient surgery, intensive care, and cardiac care. In rural areas, ZCTAs with high Black or American Indian/Alaska Native representation were significantly farther from services than ZCTAs with high White representation. The opposite was true for urban ZCTAs, with high White ZCTAs being …

Family Composition And Stability For Orphans: A Longitudinal Study Of Well-Being In 5 Low- And Middle-Income Countries, Christine L. Gray, Kathryn Whetten, Julie L. Daniels, Michael G. Hudgens, Audrey E. Pettifor, Amy M. Hobbie, Nathan M. Thielman, Misganaw E. Dubie, Dafrosa Itemba, Ira Madan, Vanroth Vann, Austine I. Wasonga, Rachel Manongi, Jan Ostermann Ph.D., Rachel A. Whetten, Brian W. Pence

Faculty Publications

Objectives: Many orphaned children in low- and middle-income countries live with family. Yet, their household composition and its stability are not well-characterized, nor is impact of stability on longer-term outcomes.

Methods: We used the longitudinal, multi-country Positive Outcomes for Orphans cohort to describe adult family living with orphans. Stability was measured by changes in presence of six familial relations over time, and related to three outcomes: 1) incident abuse, 2) cognitive functioning, 3) emotional difficulties. Associations were estimated using generalized linear models fit with generalized estimating equations. For abuse, Poisson regression estimated risk ratios. For continuous scores of cognitive functioning …

Hear My Voice: Qualitative Studies To Explore What Empowers Patients To Talk With Their Doctor And Participate In Making Health Care Decisions, Alicia Marie Oostdyk

Theses and Dissertations

Patients with fibromyalgia are faced with many decisions throughout the process of seeking and obtaining health care. For patients to feel empowered to take action, it is essential they feel as if they can play a role in making decisions up to their desired level of participation. However, it is unclear what constitutes empowerment in shared decision making between patients and providers. For patients with fibromyalgia, who deal with complex symptomology and individualized treatment choice, it is important to know what makes them feel empowered to participate in care. The objective of this dissertation is to create a patient-centered definition …