Samantha Devlin

Ms. Samantha Devlin

orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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7 May 2020 in AIDS and Behavior
Verified
Journal Article
Open access
PDF file
JRJessica P. Ridgway
Jessica P. Ridgway
JSJessica Schmitt
Jessica Schmitt
EFEleanor Friedman
Eleanor Friedman
MTMichelle Taylor
Michelle Taylor
SDSamantha Devlin
Samantha Devlin
DPDavid Pitrak
David Pitrak
The COVID-19 pandemic has the potential to lead to serious negative health outcomes for people living with HIV (PLWH). Besides the risk of COVID-19 disease itself, the indirect effects of the pandemic including shelter-in-place orders, record unemployment, and widespread social anxiety may interact synergistically to worsen health outcomes for PLWH [1, 2]. In this report, we share the experience from University of Chicago Medicine regarding the early impact of the COVID-19 pandemic on PLWH in regards to retention in care, antiretroviral adherence, and COVID-19 testing and clinical outcomes.

10 March 2021 in JMIR Medical Informatics
Verified
Journal Article
Open access
JRJessica P. Ridgway
Jessica P. Ridgway
AUArno Uvin
Arno Uvin
JSJessica Schmitt
Jessica Schmitt
TOTomasz Oliwa
Tomasz Oliwa
EAEllen Almirol
Ellen Almirol
JSJohn Schneider
John Schneider
Background: Mental illness and substance use are prevalent among people living with HIV and often lead to poor health outcomes. Electronic medical record (EMR) data are increasingly being utilized for HIV-related clinical research and care, but mental illness and substance use are often underdocumented in structured EMR fields. Natural language processing (NLP) of unstructured text of clinical notes in the EMR may more accurately identify mental illness and substance use among people living with HIV than structured EMR fields alone. Objective: The aim of this study was to utilize NLP of clinical notes to detect mental illness and substance use among people living with HIV and to determine how often these factors are documented in structured EMR fields. Methods: We collected both structured EMR data (diagnosis codes, social history, Problem List) as well as the unstructured text of clinical HIV care notes for adults living with HIV. We developed NLP algorithms to identify words and phrases associated with mental illness and substance use in the clinical notes. The algorithms were validated based on chart review. We compared numbers of patients with documentation of mental illness or substance use identified by structured EMR fields with those identified by the NLP algorithms. Results: The NLP algorithm for detecting mental illness had a positive predictive value (PPV) of 98% and a negative predictive value (NPV) of 98%. The NLP algorithm for detecting substance use had a PPV of 92% and an NPV of 98%. The NLP algorithm for mental illness identified 54.0% (420/778) of patients as having documentation of mental illness in the text of clinical notes. Among the patients with mental illness detected by NLP, 58.6% (246/420) had documentation of mental illness in at least one structured EMR field. Sixty-three patients had documentation of mental illness in structured EMR fields that was not detected by NLP of clinical notes. The NLP algorithm for substance use detected substance use in the text of clinical notes in 18.1% (141/778) of patients. Among patients with substance use detected by NLP, 73.8% (104/141) had documentation of substance use in at least one structured EMR field. Seventy-six patients had documentation of substance use in structured EMR fields that was not detected by NLP of clinical notes. Conclusions: Among patients in an urban HIV care clinic, NLP of clinical notes identified high rates of mental illness and substance use that were often not documented in structured EMR fields. This finding has important implications for epidemiologic research and clinical care for people living with HIV.

14 October 2021 in BMC Infectious Diseases
Verified
Journal Article
Open access
PDF file
AHAndre Hall
Andre Hall
OJOlivier Joseph
Olivier Joseph
SDSamantha Devlin
Samantha Devlin
JKJared Kerman
Jared Kerman
JSJessica Schmitt
Jessica Schmitt
MMMoira C. McNulty
Moira C. McNulty
Background: The COVID-19 and HIV epidemics have exacerbated existing inequities among vulnerable groups and severely impacted communities of color. People living with HIV (PLWH), who may already face stigma or discrimination, are at risk of experiencing further stigma as a result of COVID-19, which can result in medical mistrust. Methods: We performed qualitative interviews between June and August 2020 among 32 PLWH, including 10 individuals diagnosed with COVID-19. A majority of participants perceived themselves as having an increased risk of contracting COVID-19 due to their HIV status. Results: Of those who tested positive for COVID-19, the majority regarded their HIV diagnosis as having a more profound impact on their lives but found similarities between COVID-19 stigma and HIV-related stigma. Many participants also expressed mistrust. Conclusions: These results can be used to better understand the perspectives of PLWH during the COVID-19 pandemic and have important implications for potential COVID-19 vaccine hesitancy and future health crises.

1 December 2023 in AIDS Patient Care and STDs
Verified
Journal Article
Closed access
SDSamantha Devlin
Samantha Devlin
JRJessica P. Ridgway
Jessica P. Ridgway
ADAlicia Dawdani
Alicia Dawdani
OEOsosese E. Enaholo
Ososese E. Enaholo
GLGeoffroy Liegeon
Geoffroy Liegeon
AJAmy K. Johnson
Amy K. Johnson
Black cisgender women (hereafter referred to as “women”) have disproportionately high rates of HIV infection yet low rates of pre-exposure prophylaxis (PrEP) utilization. Barriers to PrEP uptake exist at the system, provider, and individual/client level. To learn how existing training and advertising can be adapted to address race- and sex-based gaps within PrEP service delivery, we conducted focus groups with providers and Black women. Participants were recruited at three health care organizations in the Midwest and South, screened for eligibility, and consented verbally. Focus groups occurred from August 2022 to February 2023. Women were asked about their knowledge and thoughts on PrEP. Providers were asked about factors influencing their decision-making about PrEP. A codebook was developed based on the Consolidated Framework for Implementation Research. Transcripts were coded using the Stanford Lightning Report Method. We completed four focus groups with 10 providers and 9 focus groups with 25 women. Three major themes emerged: (1) low comfort level and limited cultural sensitivity/competency among providers discussing HIV risk and PrEP with Black women; (2) women's concerns about PrEP's side effects and safety during pregnancy; and (3) lack of Black women representation in PrEP advertisement/educational materials. In addition, women in the South reported general medical mistrust and specific misconceptions about PrEP. PrEP trainings for providers need detailed information about the safety of PrEP for women and should include role-playing to enhance cultural competency. Likewise, PrEP advertisements/materials should incorporate information regarding side effects and images/experiences of Black women to increase PrEP awareness and uptake among this population. Clinical Trial Registration Number: NCT05626452.

17 May 2023 in PLOS ONE
Verified
Journal Article
Open access
PDF file
JRJessica P. Ridgway
Jessica P. Ridgway
SDSamantha Devlin
Samantha Devlin
EFEleanor E. Friedman
Eleanor E. Friedman
OEOsosese E. Enaholo
Ososese E. Enaholo
MPMaria Pyra
Maria Pyra
AJAmy K. Johnson
Amy K. Johnson
Background: HIV disproportionately affects Black/African American cisgender women (hereafter women) in the United States. Despite its proven effectiveness, pre-exposure prophylaxis (PrEP) for HIV prevention remains vastly under-prescribed to women based on their need. Increasing PrEP uptake and persistence among women is crucial to reducing HIV transmission; however, there have been few studies designed specifically for women. This article describes the study protocol used to assess the feasibility, acceptability, and effectiveness of implementation strategies to improve PrEP uptake and persistence among Black women in the Midwest and South.Methods: PrEPOptimization amongWomen toEnhanceRetention andUptake (POWER Up) is an evidence-based, woman-focused set of five implementation science strategies that addresses barriers of PrEP utilization at the provider, patient, and clinic levels. POWER Up includes 1) routine PrEP education for patients, 2) standardized provider training, 3) electronic medical record (EMR) optimization, 4) PrEP navigation, and 5) PrEP clinical champions. These strategies will be adapted to specific clinics for implementation, tested via a stepped-wedge trial, and, if effective, packaged for further dissemination.Discussion: We will utilize a stepped-wedge cluster randomized trial (SW-CRT) to measure change in PrEP utilization across diverse geographic areas. Preparation for adapting and implementing the bundle of strategies is needed to determine how to tailor them to specific clinics. Implementation challenges will include adapting strategies with the available resources at each site, maintaining stakeholder involvement and staff buy-in, adjusting the study protocol and planned procedures as needed, and ensuring minimal crossover. Additionally, strengths and limitations of each strategy must be examined before, during, and after the adaptation and implementation processes. Finally, the implementation outcomes of the strategies must be evaluated to determine the real-world success of the strategies. This study is an important step toward addressing the inequity in PrEP service delivery and increasing PrEP utilization among Black women in the U.S.

15 November 2024 in JMIR Formative Research
Verified
Journal Article
Open access
AJAmy Johnson
Amy Johnson
SDSamantha Devlin
Samantha Devlin
MPMaria Pyra
Maria Pyra
EEEriika Etshokin
Eriika Etshokin
KDKelly Ducheny
Kelly Ducheny
JRJessica P. Ridgway
Jessica P. Ridgway
Background: Black cisgender women (hereafter referred to as “women”) experience one of the highest incidences of HIV among all populations in the United States. Pre-exposure prophylaxis (PrEP) is an effective biomedical HIV prevention option, but uptake among women is low. Despite tailored strategies for certain populations, including men who have sex with men and transgender women, Black women are frequently overlooked in HIV prevention efforts. Strategies to increase PrEP awareness and use among Black women are needed at multiple levels (ie, community, system or clinic, provider, and individual or patient). Objective: This study aimed to identify barriers and facilitators to PrEP uptake and persistence among Black cisgender women and to map implementation strategies to identified barriers using the CFIR (Consolidated Framework for Implementation Research)-ERIC (Expert Recommendations for Implementing Change) Implementation Strategy Matching Tool. Methods: We conducted a secondary analysis of previous qualitative studies completed by a multidisciplinary team of HIV physicians, implementation scientists, and epidemiologists. Studies involved focus groups and interviews with medical providers and women at a federally qualified health center in Chicago, Illinois. Implementation science frameworks such as the CFIR were used to investigate determinants of PrEP use among Black women. In this secondary analysis, data from 45 total transcripts were analyzed. We identified barriers and facilitators to PrEP uptake and persistence among cisgender women across each CFIR domain. The CFIR-ERIC Implementation Strategy Matching Tool was used to map appropriate implementation strategies to address barriers and increase PrEP uptake among Black women. Results: Barriers to PrEP uptake were identified across the CFIR domains. Barriers included being unaware that PrEP was available (characteristics of individuals), worrying about side effects and impacts on fertility and pregnancy (intervention characteristics), and being unsure about how to pay for PrEP (outer setting). Providers identified lack of training (characteristics of individuals), need for additional clinical support for PrEP protocols (inner setting), and need for practicing discussions about PrEP with women (intervention characteristics). ERIC mapping resulted in 5 distinct implementation strategies to address barriers and improve PrEP uptake: patient education, provider training, PrEP navigation, clinical champions, and electronic medical record optimization. Conclusions: Evidence-based implementation strategies that address individual, provider, and clinic factors are needed to engage women in the PrEP care continuum. Tailoring implementation strategies to address identified barriers increases the probability of successfully improving PrEP uptake. Our results provide an overview of a comprehensive, multilevel implementation strategy (ie, “POWER Up”) to improve PrEP uptake among women. International Registered Report Identifier (IRRID): RR2-10.1371/journal.pone.0285858