Health Policy Commons^™

Defederalizing Opioid Addiction Care, Matthew B. Lawrence

Faculty Articles

Lack of access to evidence-based care for drug addiction is an urgent problem amid a decades-long overdose crisis that kills tens of thousands of Americans a year. Opioid addiction is the primary driver of overdoses today, and medicines exist to treat such addiction that can dramatically improve quality of life while reducing the risk of deadly overdose by more than half. Yet fewer than one in four of the nine million Americans who need such evidence-based medical care for their addiction receive it. Chief among barriers to access are restrictive and burdensome federal requirements limiting the use of narcotic medications …

Blood Biomarkers In Down Syndrome: Facilitating Alzheimer’S Disease Detection And Monitoring, Melissa E. Petersen, Lisi Flores-Aguilar, Elizabeth Head, Laia Montoliu-Gaya, Andre Strydom, Sarah E. Pape, Juan Fortea, Nicholas J. Ashton, Chinedu Udeh-Momoh, Sid E. O’Bryant, Dwight German, Florin Despa, Mark Mapstone, Henrik Zetterberg

Neurology Faculty Publications

Blood-based biomarkers continue to be explored for disease detection, monitoring of progression, and therapeutic outcomes as the diagnostic determination of Alzheimer’s Disease in Down Syndrome (DS-AD) remains challenging in clinical settings. This perspective highlights the current status of this effort. Overall, amyloid (A), tau (T), and neurodegeneration (AT[N]) blood-based biomarkers have been shown to increase with disease pathology for individuals with DS. Phosphorylated tau biomarkers (p-tau217, p-tau181) have been consistently shown to track disease progression for DS-AD and are likely good candidates for use in clinical settings. Biomarkers of inflammation (glial fibrillary acidic protein) also show promise; however, additional work …

Assisted Living, Residential Care, And Memory Care Staffing Level Dynamics: Oregon, 2017–2023, Sarah Dys, Ozcan Tunalilar

Institute on Aging Publications

Objectives

To examine changes in staffing levels over time in Oregon assisted living and residential care (AL/RC) communities between 2017 and 2023.

Design

Longitudinal study of licensed AL/RC communities.

Setting and Participants

A total of 1720 setting-year observations from 535 individual AL/RC communities in Oregon between 2017 and 2023.

Methods

Primary data were collected through the Oregon Community-Based Care (CBC) study. Staffing levels were estimated as care staff hours per resident per day and reported overall and by staff type, including registered nurses, licensed practical nurses, certified nursing assistants, certified medication aides, unlicensed care staff, life enrichment staff, and social …

Social Determinants Of Health And Aging In Africa: Structural Inequality, Vulnerability, And The Future Of Care, Aremu Umor Lukman, Sunkanmi Folorunsho, Abdulrauf Olaitan Taofeeq

Department of Sociology: Faculty Publications

Population aging is accelerating across Africa yet remains underrepresented in research, policy, and public health planning. This review critically examines how social determinants shape aging experiences across the continent, focusing on health, care systems, and structural inequalities. While traditional African societies have historically valued older adults, modernization, migration, and economic hardship have eroded support systems, leaving many to face old age with limited resources. Older Africans, particularly women and rural residents, contend with lifelong disadvantages including low education, informal labor, poverty, and gendered caregiving roles that contribute to poor health and social vulnerability. Health systems remain poorly equipped to address …

Clinician Perspectives On Virtual Reality Use In Physical Therapy Practice In The United States, Danielle T. Felsberg, Jared T. Mcguirt, Scott E. Ross, Louisa D. Raisbeck, Charlend K. Howard, Christopher K. Rhea

Rehabilitation Sciences Faculty Publications

The primary goal of physical rehabilitation is to assess movement impairments and restore function to improve overall quality of life. Virtual reality (VR) may provide the optimal environment to promote these goals due to its motivating and modifiable nature which can be difficult to accomplish through traditional real-world therapeutic methods. Current research of VR for rehabilitation has demonstrated that VR interventions can produce clinically meaningful change in motor outcomes. Despite this, adoption and usage of VR by physical therapy professionals is unclear due to the limited research in this area. Thus, the purpose of this study was to identify the …

The Influence Of Gender Identity And Healthcare Delivery Experience On Hiv Screening, Delton Harris

Theses and Dissertations

This dissertation examines the roles of gender identity, healthcare experience, and practitioners' scope of healthcare services in the uptake of annual HIV screening among the understudied population of transgender individuals. Transgender individuals are about half as likely to have an annual HIV screening despite having similar risk profiles to men who have sex with men (MSM). The current HIV guidelines for MSM recommend annual HIV screening because of the risky sexual practice, anal sex with other men. Similar to MSM, transgender individuals who have anal sex with men are at higher risk than the general population for HIV acquisition because …

Factors Affecting The Quality Of Life Of Residents In The United States: Lessons From Virginia, Daniel K. Pryce

Sociology & Criminal Justice Faculty Publications

Evaluating community members' views about their quality of life is important for improving quality of well-being in society, as most societies are interested in the collective well-being of the people. Moreover, quality-of-life research helps public officials to understand how well they are meeting the needs of the electorate. Using the theoretical framework of Maslow's Developmental Perspective, which argues that the higher the need satisfaction of the majority in a given society the greater the quality of life of that society, I explore the effects of multiple variables on quality of life in the Hampton Roads region of Southeast Virginia (this …

Ethical, Legal, And Social Issues In Metaverse-Enabled Healthcare, Kristin M Kostick-Quenet, Vasiliki Rahimzadeh

Center for Medical Ethics and Health Policy Staff Publications

Metaverse is heralded by some as the next iteration of the internet. It offers three-dimensional, immersive virtual spaces, where users, represented as avatars, can synchronously work, play, interact, and transact. Initially developed within the realm of massive multiplayer online role-playing games, the metaverse now extends into sectors such as music, entertainment, retail, real estate, and, more recently, healthcare. Users engage in the metaverse using augmented reality or virtual reality (AR/VR) headsets that interoperate with other sensory devices to integrate biofeedback and multimodal data streams.1 In this article, the authors offer a conceptual synthesis and anticipatory policy analysis grounded in …

Antibiotic Resistance: The Growing Threats And Potential Solutions, Olisaemeka Zikora Akunne, Blessing Nkechi Emmanuel, Umar Faruk Saidu, Ayobami Sunday Akinnawo, Nasiru Ademola Adeyemi, Livia Chinaza Egoh, Malami Aishatu Muhammad, Olusegun Ayo Ade-Adekunle, Deborah Ahuoyiza Peter, Anne Amina Freitas

Department of Biomedical and Translational Sciences Faculty Publications

Antibiotic resistance (AR) has become a critical global health crisis, threatening the efficacy of antibiotics and increasing healthcare costs, morbidity, and mortality. The One Health approach, which emphasizes the interconnectedness of human, animal, and environmental health, is increasingly recognized as an essential framework for addressing the complex drivers of AR. This review explores the mechanisms of resistance, such as genetic mutations, horizontal gene transfer, and biofilm formation, along with contributing factors such as the overuse of antibiotics in healthcare and agriculture. We assess both traditional and emerging strategies to combat AR, including antimicrobial stewardship, the development of new antibiotics, and …

In Danger: Hiv Vaccine Research And Development In Europe, Roger Tatoud, Yves Lévy, Roger Le Grand, Jose Alcami, Giorgio Barbareschi, Christian Brander, Andrea Cara, Behazine Combadière, François Dabis, Sarah Fidler, Tomáš Hanke, Carolina Herrera, Gunilla B. Karlsson Hedestam, Hester Kuipers, Sheena Mccormack, Christiane Moog, Giuseppe Pantaleo, Laura Richert, Rogier W. Sanders, Robin Shattock, Hendrik Streeck, Rodolphe Thiebaut, Alexandra Trkola, Klaus Üeberla, Marit J. Van Gills, Ralf Wagner, Winfried Weissenhorn, Yazdan Yazdanpanah, Gabriella Scarlatti, Jean Daniel Lelièvre

Department of Obstetrics & Gynecology Faculty Publications

Highly effective antiretroviral-based HIV prevention plays an important role in ending the global HIV/AIDS epidemic. However, the sustainable control of the epidemic is hampered by unequal access to prevention options, including HIV testing, alongside with drug resistance and ongoing barriers to accessing sustainable HIV treatment. Therefore, an HIV vaccine, combined with effective prevention and treatment, remains an absolute necessity to control the epidemic. Yet, the recent discontinuation of four major vaccine efficacy studies is raising concerns about the future of HIV vaccine research and development globally, and particularly in the European region where funding for vaccine research and development has …

Moving Beyond Simplistic Research Design In Health Professions Education: What A One-Group Pretest-Posttest Design Will Not Prove, S Beth Bierer, Gary Beck Dallaghan, Nicole J Borges, Sam Brondfield, Cha Chi Fung, Kathryn N Huggett, Cayla R Teal, Satid Thammasitboon, Colleen Y Colbert

Center for Medical Ethics and Health Policy Staff Publications

Introduction: Educational research presents unique study design challenges. Novice researchers in health professions education (HPE) frequently misuse the one-group pretest-posttest design, highlighting the need for improved training in research design. This workshop aimed to enhance understanding of research design among novice HPE researchers, specifically addressing the inherent limitations of the one-group pretest-posttest design and offering alternative approaches.

Methods: Experienced HPE researchers developed this workshop to address common misunderstandings of research design. Leaders from the AAMC Medical Education, Scholarship, Research, and Evaluation section facilitated 60-75-minute workshops conducted at the four 2024 regional meetings hosted by the AAMC Group on Educational Affairs …

Effect Of Universal Health Coverage On Neonatal Mortality Rate In Sub-Saharan Africa: Addressing Missing Data In Health Indicators, Elizabeth Nalule Arihoona

Graduate Research Theses & Dissertations

This study utilizes two mixed-effects models to examine the effect of Universal Health Coverage on Neonatal Mortality Rate (NMR) in 30 countries of Sub-Saharan Africa from 2000-2019 while addressing the missing data in health indicators. Using natural cubic spline interpolation, I impute the missing values in the health coverage indices to preserve the location- specific trends of the data. Findings indicate that among the health Coverage indices, only Index1, which directly relates to coverage of maternal, newborn and child health services is significantly associated with reduced NMR. While higher Current Health Expenditure is associated with reduced NMR, a higher share …

Challenges Associated With Pfas Detection Method In Africa, Abdullahi Tunde Aborode, Ridwan Olamilekan Adesola, Ibrahim Idris, Waheed Sakariyau Adio, Segun Olapade, Gladys Oluwafisayo, Israel Ayobami Onifade, Sodiq Fakorede, Taiwo Bakare-Abidola, Jelil Olaoye, Adedeji Daniel Ogunyemi, Oluwaseun Adeolu Ogundijo, Olamilekan Gabriel Banwo, Adetolase Azizat Bakre, Peter Oladoye, Grace Adegoye, Noimat Abeni Jinadu

Chemistry & Biochemistry Faculty Publications

Per- and polyfluoroalkyl substances (PFAS) are a group of man-made chemicals that are widely present in many industries. Monitoring and analyzing PFAS in Africa is challenging due to the limited availability of mass spectrometry (MS), which is an essential technique for detecting PFAS. This review assesses the scope and impact of the shortage of mass spectrometry instruments in Africa, emphasizing the resulting limitations in monitoring environmental and public health threats. The review analyzes the existing PFAS monitoring, the accessibility of MS instruments, and the technical capabilities within the continent. This study suggests that fewer African countries have sufficient MS instruments, …

Talking About Suffering In The Intensive Care Unit, Brent M Kious, Judith B Vick, Peter A Ubel, Olivia Sutton, Jennifer Blumenthal-Barby, Christopher E Cox, Deepshikha Ashana

Center for Medical Ethics and Health Policy Staff Publications

Background: Some have hypothesized that talk about suffering can be used by clinicians to motivate difficult decisions, especially to argue for reducing treatment at the end of life. We examined how talk about suffering is related to decision-making for critically ill patients, by evaluating transcripts of conversations between clinicians and patients' families.

Methods: We conducted a secondary qualitative content analysis of audio-recorded family meetings from a multicenter trial conducted in the adult intensive care units of five hospitals from 2012-2017 to look at how the term "suffering" and its variants were used. A coding guide was developed by consensus-oriented discussion …

Examining Treatment Options In Youth With Major Depressive Disorder: Observations From The Tx-Ydsrn Registry Study, Emine Rabia Ayvaci, Karabi Nandy, Ryan Becker, Laura Stone, Abu Minhajuddin, Holli Slater, Lynnel C Goodman, Sarah M Wakefield, Eric A Storch, Joseph C Blader, Cesar A Soutullo, Graham J Emslie, Madhukar H Trivedi

Center for Medical Ethics and Health Policy Staff Publications

Objective: Treatment decisions for depression are a complex process, influenced by factors such as clinical characteristics, socioeconomic factors, and patient/caregiver preferences. This study examines the characteristics of treatment options during the first month of enrollment among depressed youth.

Methods: Data for 646 depressed youth were extracted from the Texas Youth Depression and Suicide Research Network study. Participants' treatments during the first month were categorized as no treatment (NT), psychotherapy only (THER), pharmacotherapy only (MED), or a combination of psychotherapy and pharmacotherapy (COMB). Sociodemographic and clinical features were compared across these treatment types.

Results: 7% were on NT, 5% on THER, …

Politics In Public Health: Growing Partisan Divides In Covid-19 Vaccine Attitudes And Uptake Post-2021 Presidential Inauguration, Hongbin Fan, Zhongliang Zhou, Guanping Liu, Chi Shen, Qi Zhang

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Objectives: To investigate whether the 2021 U.S. presidential inauguration contributed to a widening of partisan divides in COVID-19 vaccine attitudes and uptake. Methods: We leverage the presidential inauguration as a natural experiment and analyze data from the Household Pulse Survey and CDC vaccination records. Using a difference-in-differences framework with continuous treatment, we examine how the transition differentially affected state-level vaccine refusal rates and county-level vaccination rates, based on varying levels of partisanship as measured by the Trump-Biden vote gap. Results: Following Biden's inauguration, vaccine refusal declined more in pro-Biden states. Distrust in government and vaccines accounted for approximately 80% of …

Analyzing The Centers For Disease Control And Prevention Mortality Data Using Weekly Exceedance In Mortality Count And Weekly Change In Mortality Indicator: A Time Series Study, Aditya Chakraborty, Mohan D. Pant

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Background and Aims

Cause-specific mortality (CSM) count prediction plays a vital role in the context of public health policy. In this study, we introduce a new analytical approach, which is divided into three phases to answer specific questions regarding CSM due to 14 specific causes by computing different simple, compound, and conditional probabilities.

Methods

A multivariate time series forecasting model was developed using the CDC weekly mortality count data. A binary data matrix was constructed for 14 causes of death (COD) as a function of weeks by combining the observed and forecasted mortalities. We introduced two new concepts: Weekly Exceedance …

Journey To Well-Being: An Exploration Of Thrivership Post-Domestic Violence, Kader Gumus

Antioch University Dissertations & Theses

Domestic violence profoundly affects multiple facets of a survivor’s life. While most existing literature on survivorship addresses the immediate aftermath of domestic violence, this study delves into the extended process following the trauma of abuse to attain “thrivership,” a new concept in the scholarly and practice literature that emphasizes enduring well-being and flourishing. This dissertation examines the journeys from surviving to thriving for 13 women who transformed themselves and their lives to achieve well-being after traumatic domestic violence. Bronfenbrenner’s ecological systems theory was applied to examine the multiple layers of environmental influences on an individual’s development, including the micro, meso, …

Impact Of Volume-Based Procurement Policy On Coronary Stent Use In Tianjin: Interrupted Time Series Analysis, Zhao Yang, Liangyu Ni, Wei Zhao, Yuxi Li, Yongyi Wu, Qiyun Zhu, Linlin Da, Weijia Liu, Qi Zhang, Jianping Li, Bin Jiang

Health Behavior, Policy & Management Faculty Publications

Objectives

This study aimed to analyze the impact of China’s centralized volume-based procurement policy on the procurement and utilization of coronary stents in Tianjin from 2019 to 2021.

Methods

An interrupted time-series design was used to assess monthly procurement data of coronary stents and balloons in Tianjin from January 2019 to December 2021.

Results

The volume-based procurement policy significantly reduced coronary stents prices, with an average price reduction of 92.67% for ten selected stents, and the lowest price dropped to 469 CNY. Following policy implementation, annual procurement in Tianjin increased by 59.55%, and tertiary hospitals demonstrated a significant monthly level …

Examining Low-Income Caregivers' Knowledge And Comprehension Of The Dental Caries Process, Melissa Sullivan, Denise C. Mckinney, Deanne Shuman, Qi Zhang

Dental Hygiene Faculty Publications

Purpose Dental caries among young children remains a public health concern in the United States (US). Children of caregivers with low oral health literacy (OHL) tend to have greater unmet dental needs and poorer oral health status. The purpose of this study was to examine the understanding of pediatric dental terms associated with the dental caries process among low-income caregivers.

Methods This study included 14 caregivers with children enrolled in a Special Supplemental Nutrition Program for Women, Infants and Children (WIC) in the Southeastern US. Through structured phone interviews, the validated Oral Health Literacy Inventory for Parents (OH-LIP) was used …

A Qualitative Analysis Of College Students' Interest In Mhealth Solutions, Leslie Hoglund, Craig M. Becker, Cara Tonn

Health Behavior, Policy & Management Faculty Publications

This study explores college students' perceptions of an AI-driven mHealth application designed to promote well-being. With rising mental health challenges in academic settings, students increasingly seek digital tools that provide holistic support for physical, mental, and financial health. Through focus groups, this qualitative study examines students' preferences for personalized health tracking, educational content, and flexible reminders within a private, supportive community. Key findings emphasize students' desire for a balanced, all-in-one app that integrates health and wellness tools without overwhelming them with notifications. Students also highlighted the importance of social media integration for outreach, though concerns were raised about potential stress …

Association Between Neighborhood-Level Social Vulnerability And Hypertension Outcomes, John E. Brush Jr., Chungsoo Kim, Yuntian Liu, Xin Xin, Chenxi Huang, Iris J. Lundy, Jordan R. Asher, Mitsuaki Sawano, Patrick Young, Jacob Mcpadden, Mark Anderson, John S. Burrows, Harlan M. Krumholz, Yuan Lu

Department of Medicine Faculty Publications

Background

Neighborhood-level social vulnerability is associated with hypertension prevalence and severity and with cardiovascular complications in conditions other than hypertension, but its association with cardiovascular complications in patients with hypertension is understudied.

Objectives

The aim of the study was to examine how the neighborhood-level social vulnerability index (SVI) influences cardiovascular outcomes in a large, diverse cohort of patients with hypertension.

Methods

We used electronic health data to examine the association between census tract-level rankings for the SVI with a composite endpoint of incident myocardial infarction, congestive heart failure, or stroke.

Results

In a longitudinal cohort of 330,972 patients with hypertension …

Different Responses Involving Tfh Cells Delay Parasite-Specific Antibody Production In Trypanosoma Cruzi Acute Experimental Models, Ana Carolina Leão, Maria Jose Villar, Rakesh Adhikari, Cristina Poveda, Leroy Versteeg, Gregório Almeida, Peter J Hotez, Maria Elena Bottazzi, Kathryn M Jones

Center for Medical Ethics and Health Policy Staff Publications

Introduction: Chagas disease (CD), caused by the parasite Trypanosoma cruzi, affects millions globally. Despite treatment options in the acute phase, most infections progress to a chronic indeterminate form or develop severe cardiac/gastrointestinal complications. Understanding the immune response is crucial for the development of vaccines and more efficient drugs for the disease control.

Methods: This work investigates the immune response to T. cruzi H1 K68 strain infection in female BALB/c and C57BL/6 mice to characterize differences in Tfh and B cell responses that may be involved in the poor parasite-specific antibody production during acute infection. For this, mice were euthanized …

The Affordable Care Act And The For-Profit Congregate Care Industry: How Good Policy Intent Turned A Fringe Industry Into A Taxpayer-Funded Multi Billion Dollar Industry, Erin Viehmann

College of Graduate Studies: Theses & Dissertations

The Affordable Care Act significantly transformed the for-profit congregate care (FPCC) industry, which provides residential treatment for adolescents with behavioral and mental health issues. This study analyzes financial records from Universal Health Services (UHS), the largest provider in the industry, to examine how healthcare policy changes and economic conditions affected the industry's growth and funding structure. Through analysis of SEC Form 10-K filings from 2006-2016, the research documents how the ACA's mental health coverage mandates created new revenue streams that enabled dramatic industry expansion. Findings show that following ACA passage in 2010, UHS more than doubled its behavioral health capacity …

The Effects Of The Image Attributes Of Golf Star Athletes Supported By Adult Amateur Golfers On Sports Participation Desire And Continuation Intention, Ji-Hye Yang, Ga Young Kim, Hye Jin Yang, Chulhwan Choi, Chul-Ho Bum

Human Movement Studies & Special Education Faculty Publications

The image attributes of sports star athletes demonstrate positive effects on sports fans' psychological factors. In the context of golf, fans are also influenced by the players they support, experiencing a range of emotions. Therefore, this study aimed to examine the effects of the image attributes of golf star athletes—supported by adult amateur golfers—on the desire for sports participation and the intention to continue. This study involved 356 adult amateur golfers in Korea (253 male, 103 female). Questionnaires were used to measure participants' perceptions of image attributes, their desire for sports participation, and their intention to continue participating in the …

Global, Regional, And National Burden Of Cardiovascular Diseases And Risk Factors In 204 Countries And Territories, 1990-2023, Global Burden Of Cardiovascular Diseases And Risks 2023 Collaborators, Benjamin A. Stark, Nicole K. Decleene, Emily C. Desai, Johnathan M. Hsu, Catherine O. Johnson, Laura Lara-Castor, Kate E. Legrand, Prof Bhoomadevi A., Mohammad Amin Aalipour, Nasir Abbas, Madineh Abbasi, Mohammadreza Abbasian, Hedayat Abbastabar, Abdallah H. A. Abd Al Magied, Samar Abd Elhafeez, Gregory A. Roth, Et Al.

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Background

Cardiovascular diseases (CVDs) are the leading cause of mortality and are among the foremost causes of disability globally. CVD burden has continued to increase in most countries since 1990, with trends driven by changing exposures to harmful risk factors, population growth, and population aging.

Objectives

We report estimates of global, national, and subnational CVD burden, including 18 subdiseases and 12 associated modifiable risk factors. We analyzed change in CVD burden from 1990 to 2023 and identified drivers of change including population growth, population aging, and risk factor exposure.

Methods

The Global Burden of Disease (GBD) 2023 study, a multinational …

Pandemics And Partisanship: The Impact Of Political Identity On Public Health Responses, Andy Tuholski

Midwest Social Sciences Journal

This literature review examines the intersection of political partisanship and public health responses during pandemics, with a focus on the COVID-19 pandemic in the United States. Historically, pandemics such as the Venetian plague (1575-1577) and the Great Plague of London (1665-1666) have elicited responses driven by socioeconomic and health factors. In contrast, the COVID-19 pandemic in the U.S. was distinctly shaped by pre-existing political affiliations, particularly between conservative and liberal factions. Applying Social Identity Theory (SIT), this review explores how group identity and partisanship influenced pandemic-related behaviors and attitudes. Empirical evidence indicates that Republican-leaning states experienced higher COVID-19 mortality rates, …

The Invisible Costs Of Privatizing Welfare: Administrative Burdens In Contracted Medicaid, Soyun Jeong

Electronic Theses & Dissertations (2024 - present)

Why do governments favor contracting out social services? Do private actors guarantee a better service experience for citizens? How should we understand the trade-off between efficiency and high-quality service delivery? These are the central questions that motivate this dissertation. Focusing on Medicaid, one of the largest social safety net programs in the United States, this dissertation investigates the impact of outsourcing Medicaid delivery to private health insurance companies. It explores how this privatized structure generates administrative burdens and shapes policy feedback effects. Theoretically, this project seeks to bridge the administrative burden and policy feedback literature by examining how burdensome policy …

A Hybrid Cloud Data Lake Architecture Supporting The Integration Of Clinical And Genomics Data, Apollo Mcowiti, Heidi Dowst, Fei Zheng, Susan Hilsenbeck, Christopher Amos

Center for Medical Ethics and Health Policy Staff Publications

Objective: Cancer centers must quickly integrate clinical genomics data from different vendors for oncology operations and research. Clinical data warehouse architectures are costly to construct and brittle, and they are not readily amenable to the rapid changes in oncology research. We introduce a cost-effective hybrid cloud Data Lake architecture for storing clinical genomic data from different vendors, aiding both clinical and research workflows.

Methods: We created a Data Lake architecture based on the zone architecture, with four layers: ingestion, storage, transformation, and interaction. The layers are implemented with a hybrid cloud architecture. Rich metadata created from patient and genomic data …

Methadone For Critically Ill Patients Under Mechanical Ventilation In The Intensive Care Unit: A Systematic Review, Sérgio Martins Pereira, Megan Abbott, João Francisco Figueiredo Marcondes Ferraz, Akash Goel, Andrea Rigamonti, Charmaine De Castro, Lisa Burry, Airton Leonardo De Oliveira Manoel, Michael Chaim Sklar

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Pain may pose significant challenges in the intensive care unit, especially in mechanically ventilated patients. Methadone has recently emerged as an alternative option for eliciting acute analgesia. In this systematic review, we evaluated the use of methadone in mechanically ventilated patients in the intensive care unit.

Source: We searched MEDLINE, EMBASE, Wiley's Cochrane Library, CINAHL, PubMed (non-MEDLINE), Scopus, and LILACS databases from inception to January 24th, 2025. Eligible studies included randomized controlled trials and observational studies that compared the use of methadone to the standard of care or to other analgosedation strategies in mechanically ventilated patients in the intensive …