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1.
Healthcare (Basel) ; 12(2)2024 Jan 18.
Article in English | MEDLINE | ID: mdl-38255128

ABSTRACT

INTRODUCTION: The opioid overdose crisis in the United States has become a significant national emergency. Buprenorphine, a primary medication for individuals coping with opioid use disorder (OUD), presents promising pharmacokinetic properties for use in primary care settings, and is often delivered as a take-home therapy. The COVID-19 pandemic exacerbated the scarcity of access to buprenorphine, leading to dire consequences for those with OUD. Most existing studies, primarily focused on the immediate aftermath of the COVID-19 outbreak, highlight the challenges in accessing medications for opioid use disorder (MOUDs), particularly buprenorphine. However, these studies only cover a relatively short timeframe. METHODS: To bridge this research gap, in our study, we utilized 33 months of California's prescription drug monitoring program (PDMP) data to provide insights into real-world buprenorphine dispensing trends since the onset of the pandemic from 2018 to 2021, focusing on outcomes such as patient counts, prescription volumes, prescriber involvement, days' supply, and dosage. Statistical analysis employed interrupted time series analysis to measure changes in trends before and during the pandemic. RESULTS: We found no significant impact on patient counts or prescription volumes during the pandemic, although it impeded the upward trajectory of prescriber numbers that was evident prior to the onset of the pandemic. An immediate increase in days' supply per prescription was observed post-pandemic. CONCLUSION: Our findings differ in comparison to previous data regarding the raw monthly count of patients and prescriptions. The analysis encompassed uninsured patients, offering a comprehensive perspective on buprenorphine prescribing in California. Our study's insights contribute to understanding the impact of COVID-19 on buprenorphine access, emphasizing the need for policy adjustments.

2.
BMC Prim Care ; 24(1): 130, 2023 06 24.
Article in English | MEDLINE | ID: mdl-37355573

ABSTRACT

Primary care physicians (PCPs) play an indispensable role in providing comprehensive care and referring patients for specialty care and other medical services. As the COVID-19 outbreak disrupts patient access to care, understanding the quality of primary care is critical at this unprecedented moment to support patients with complex medical needs in the primary care setting and inform policymakers to redesign our primary care system. The traditional way of collecting information from patient surveys is time-consuming and costly, and novel data collection and analysis methods are needed. In this review paper, we describe the existing algorithms and metrics that use the real-world data to qualify and quantify primary care, including the identification of an individual's likely PCP (identification of plurality provider and major provider), assessment of process quality (for example, appropriate-care-model composite measures), and continuity and regularity of care index (including the interval index, variance index and relative variance index), and highlight the strength and limitation of real world data from electronic health records (EHRs) and claims data in determining the quality of PCP care. The EHR audits facilitate assessing the quality of the workflow process and clinical appropriateness of primary care practices. With extensive and diverse records, administrative claims data can provide reliable information as it assesses primary care quality through coded information from different providers or networks. The use of EHRs and administrative claims data may be a cost-effective analytic strategy for evaluating the quality of primary care.


Subject(s)
Benchmarking , COVID-19 , Humans , United States , COVID-19/epidemiology , Surveys and Questionnaires , Primary Health Care , Algorithms
3.
Healthcare (Basel) ; 11(7)2023 Mar 29.
Article in English | MEDLINE | ID: mdl-37046906

ABSTRACT

The COVID-19 pandemic led to disruptions in care for vulnerable patients, in particular patients with opioid use disorder (OUD). We aimed to examine OUD-related ED visits before and during the COVID-19 pandemic and determine if patient characteristics for OUD-related ED visits changed in the context of the pandemic. We examined all visits to the three public safety net hospital EDs in Los Angeles County from April 2019 to February 2021. We performed interrupted time series analyses examining OUD-related ED visits from Period 1, April 2019 to February 2020, compared with Period 2, April 2020 to February 2021, by race/ethnicity and payor group. We considered OUD-related ED visits as those which included any of the following: discharge diagnosis related to OUD, patients administered buprenorphine or naloxone while in the ED, and visits where a patient was prescribed buprenorphine or naloxone on discharge. There were 5919 OUD-related ED visits in the sample. OUD-related visits increased by 4.43 (2.82-6.03) per 1000 encounters from the pre-COVID period (9.47 per 1000 in February 2020) to the COVID period (13.90 per 1000 in April 2020). This represented an increase of 0.41/1000 by white patients, 0.92/1000 by black patients, and 1.83/1000 by Hispanic patients. We found increases in OUD-related ED visits among patients with Medicaid managed care of 2.23/1000 and in LA County safety net patients by 3.95/1000 ED visits. OUD-related ED visits increased during the first year of the COVID pandemic. These increases were significant among black, white, and Hispanic patients, patients with Medicaid managed care, and LA County Safety net patients. These data suggest public emergency departments served as a stopgap for patients suffering from OUD in Los Angeles County during the pandemic and can be utilized to guide preventative interventions in vulnerable populations.

4.
Healthcare (Basel) ; 10(12)2022 Nov 29.
Article in English | MEDLINE | ID: mdl-36553917

ABSTRACT

In the wake of COVID-19, morbidity and mortality due to Opioid Use Disorder (OUD) is beginning to emerge as a second wave of deaths of despair. Medication assisted treatment (MAT) for opioid use disorder MAT delivered by Emergency Medicine (EM) providers can decrease mortality due to OUD; however, there are numerous cited barriers to MAT delivery. We examined the impact of MAT training on these barriers among EM residents in an urban, tertiary care facility with a large EM residency. Training included the scripted and standardized content from the Provider Clinical Support System curriculum. Residents completed pre- and post-training surveys on knowledge, barriers, and biases surrounding OUD. We performed Wilcoxon matched-pairs signed-ranks test to detect statistical differences. Of 74 residents, 49 (66%) completed the pre-training survey, and 34 (69%) of these completed the follow-up survey. Residents reported improved preparedness to treat aspects of OUD across all areas queried, reported decreased perception of barriers to providing MAT, and increased comfort prescribing naloxone, counseling patients, prescribing buprenorphine, and treating opioid withdrawal. A didactic training on MAT was associated with residents reporting improved comfort providing buprenorphine and naloxone. As the wake of morbidity and mortality from both COVID and OUD continue to increase, programs should offer dedicated training on MAT.

5.
J Addict Dis ; : 1-8, 2022 Nov 04.
Article in English | MEDLINE | ID: mdl-36330994

ABSTRACT

BACKGROUND: Lack of education and training on caring for patients with substance use disorder (SUD) is common among healthcare providers, often resulting in clinicians feeling unprepared to treat patients with SUD. OBJECTIVES: This study explored resident physicians' experiences with SUD education throughout medical school and residency and qualitatively evaluated whether a SUD initiative improved resident's knowledge and efficacy of treating various SUDs. METHODS: We implemented a brief (seven hours total) educational initiative focused on treating SUDs virtually over the course of an academic year for residents enrolled in the University of Southern California Internal Medicine Residency program. Semi-structured interviews were conducted with residents after completion of the initiative. A thematic analysis was conducted to identify common themes that emerged from the qualitative data. RESULTS: Every resident noted receiving insufficient training for the treatment of SUDs prior to the initiative. The initiative was viewed favorably, and participants particularly appreciated having an introduction to prescribing medication for the treatment of SUD such as buprenorphine. Despite the perceived success of the initiative in increasing awareness of treatment modalities for SUD, residents expressed a lack of comfort in handling SUD cases and desired additional practical lectures and application of knowledge through increased experiential training. CONCLUSIONS: SUD education and training appears to be a useful constituent of resident training and should be included in the standard curriculum and rotations. Residency programs should consider including formal education, hands-on practice, and providing adequate resources for residents to develop their capabilities to care for patients with SUD.

6.
West J Emerg Med ; 23(5): 650-659, 2022 09 12.
Article in English | MEDLINE | ID: mdl-36205664

ABSTRACT

INTRODUCTION: The application of structural competency and structural vulnerability to emergency medicine (EM) research has not been previously described despite EM researchers routinely engaging structurally vulnerable populations. The purpose of this study was to conduct a scoping review and consensus-building process to develop a structurally competent research approach and operational framework relevant to EM research. METHODS: We conducted a scoping review focused on structural competency and structural vulnerability. Results of the review informed the development of a structural competency research framework that was presented throughout a multi-step consensus process culminating in the 2021 Society for Academic Emergency Medicine Consensus Conference. Feedback to the framework was incorporated throughout the conference. RESULTS: The scoping review produced 291 articles with 123 articles relevant to EM research. All 123 articles underwent full-text review and data extraction following a standardized data extraction form. Most of the articles acknowledged or described structures that lead to inequities with a variety of methodological approaches used to operationalize structural competency and/or structural vulnerability. The framework developed aligned with components of the research process, drawing upon methodologies from studies included in the scoping review. CONCLUSION: The framework developed provides a starting point for EM researchers seeking to understand, acknowledge, and incorporate structural competency into EM research. By incorporating components of the framework, researchers may enhance their ability to address social, historical, political, and economic forces that lead to health inequities, reframing drivers of inequities away from individual factors and focusing on structural factors.


Subject(s)
Emergency Medicine , Consensus , Humans , Vulnerable Populations
7.
J Gen Intern Med ; 37(12): 3147-3161, 2022 09.
Article in English | MEDLINE | ID: mdl-35260956

ABSTRACT

BACKGROUND: Healthcare systems are increasingly implementing programs for high-need patients, who often have multiple chronic conditions and complex social situations. Little, however, is known about quality indicators that might guide healthcare organizations and providers in improving care for high-need patients. We sought to conduct a systematic review to identify potential quality indicators for high-need patients. METHODS: This systematic review (CRD42020215917) searched PubMed, CINAHL, and EMBASE; guideline clearing houses ECRI and GIN; and Google scholar. We included publications suggesting, evaluating, and utilizing indicators to assess quality of care for high-need patients. Critical appraisal of the indicators addressed the development process, endorsement and adoption, and characteristics, such as feasibility. We standardized indicators by patient population subgroups to facilitate comparisons across different indicator groups. RESULTS: The search identified 6964 citations. Of these, 1382 publications were obtained as full text, and 53 studies met inclusion criteria. We identified over 1700 quality indicators across studies. Quality indicator characteristics varied widely. The scope of the selected indicators ranged from detailed criterion (e.g., "annual eye exam") to very broad categories (e.g., "care coordination"). Some publications suggested disease condition-specific indicators (e.g., diabetes), some used condition-independent criteria (e.g., "documentation of the medication list in the medical record available to all care agencies"), and some publications used a mixture of indicator types. DISCUSSION: We identified and evaluated existing quality indicators for a complex, heterogeneous patient group. Although some quality indicators were not disease-specific, we found very few that accounted for social determinants of health and behavioral factors. More research is needed to develop quality indicators that address patient risk factors.


Subject(s)
Diabetes Mellitus , Quality Indicators, Health Care , Delivery of Health Care , Humans
9.
Healthcare (Basel) ; 9(10)2021 Sep 30.
Article in English | MEDLINE | ID: mdl-34682982

ABSTRACT

Despite the demonstrated need for sustainable and effective carceral health care, justice-involved medical education curricula are limited, and it's unclear if informal clinical education is sufficient. Investigators aimed to quantify medical student involvement with carceral populations and explore how students' knowledge of and attitudes towards justice-involved patients changed over the course of their training. A survey was designed by the investigators and sent to all current medical students at a single United States medical school. Stata 14.0 was used to compare results between the years of medical school. Differences between groups were tested using linear regression. Most 4th year students reported working in a carceral health setting. An increase in overall knowledge of justice-involved patients was observed as carceral medicine education (ptrend = 0.02), hours worked in a jail (ptrend < 0.01), and substance abuse training (ptrend < 0.01) increased. Overall attitude score increased with the students' reported number of hours working in a jail (ptrend < 0.01) and the amount of substance abuse training (ptrend < 0.01). Finally, we found a trend of increasing knowledge and attitude scores as the year of standing increased (ptrend < 0.01). Our data suggest that most USC medical students work in a carceral setting during medical school. Didactic and experiential learning opportunities correlated with improved knowledge of and attitude toward justice-involved patients, with increases in both metrics increasing as the year in medical school increased. However, senior medical students still scored poorly. These findings underscore the need for a formal curriculum to train our healthcare workforce in health equity for carceral populations.

11.
Health Equity ; 5(1): 277-287, 2021.
Article in English | MEDLINE | ID: mdl-34095707

ABSTRACT

Introduction: The Migrant Protection Protocols (MPP) required asylum seekers presenting to the U.S. southern border to wait in Mexico while seeking asylum. Currently, there is a lack of understanding of the MPP's potential harm to an already highly traumatized population. We sought to understand health impacts of this policy, including exposure to continued trauma. Methods: The University of Southern California (USC)'s Keck Human Rights Clinic analyzed de-identified legal declarations and forensic medical affidavits of 11 asylum seekers subjected to MPP. A deductive, thematic analysis was performed to understand the health impact and traumas experienced, and instances of each subtheme were counted by utilizing content analysis methodology. Results: Case analysis identified a total of 36 subthemes. Trauma subthemes included physical assault, psychological abuse, violence against family/friends, witnessed violence, sexual violence, and escalation. Perpetrator subthemes included gang, paramilitary, intimate partner, family, state, and unknown/other. Stress subthemes included despondency and social isolation. Security subthemes included reach of perpetrator, impunity of perpetrator, continued fear of persecution, fear of return, lack of safety, and reliance on strangers. Social determinants of health subthemes included tenuous housing, financial support, food insecurity, health care access, access to employment, and hazardous conditions. Psychological sequelae included anxiety, depressive, post-trauma, and suicidality; physical sequelae included dental, neurological, and dermatological sequelae. Conclusion: The MPP caused harm among these 11 cases evaluated. Harm resulted from continued trauma, worsening social determinants of health, and continued presence of fear and insecurity. The MPP may increase the risk of re-traumatization as well as detract from asylum seekers' ability to heal from pre-migration trauma.

13.
PLoS One ; 15(5): e0232533, 2020.
Article in English | MEDLINE | ID: mdl-32453745

ABSTRACT

INTRODUCTION: Patients who doctor shop for opioids are a vulnerable population that present a difficult dilemma for their health care providers regarding best methods of immediate treatment and how to manage their risk of harm from opioids. We aim to describe and compare opioid prescription patterns among high quantity prescription patients who doctor shopped, high quantity prescription patients who did not (doctor shopping eligible patients), and the remaining patients who received opioid prescriptions to guide population health policies for high risk opioid use patients. METHODS: We performed a cross-sectional descriptive analysis of opioid prescriptions during an 8-year period using California's de-identified Controlled Substance Utilization Review and Evaluation System (CURES) database from years 2008-2015. We identified the prevalence of patients who doctor shopped and depicted their opioid prescription patterns including prescriber characteristics, in comparison to the aforementioned groups. Doctor shopping was defined by patients who received greater than 6 or more prescriptions from at least 6 different prescribers within 6 months of time. RESULTS: Among the 3 million individuals who received an opioid prescription during the 8-year period, 1.3% met the doctor shopper definition. These patients received high levels of chronic opioids with 82% and 33% averaging greater than 20 and 100 morphine milligram equivalents (MME) daily, respectively, in comparison to 72% and 18% in the doctor shopping eligible group. Patients who doctor shopped received a significant proportion of their MME from 1 main prescriber (54%) and only received 2-5% of their total MME from episodic care providers, despite 88% receiving a prescription from these providers. CONCLUSIONS: Patients who doctor shop are at high risk of opioid use disorder but represent a small fraction of those with dangerous opioid use. Furthermore, these individuals do not receive substantial opioids from episodic providers, which challenges the utility of prescription reduction programs in curbing use among this population. These results suggest we re-evaluate physician roles in the care of these patients and focus on referral to treatment and harm reduction strategies.


Subject(s)
Analgesics, Opioid/therapeutic use , Inappropriate Prescribing/statistics & numerical data , Opioid-Related Disorders/epidemiology , Prescription Drug Misuse/statistics & numerical data , Adult , California/epidemiology , Cross-Sectional Studies , Female , Health Services Misuse/statistics & numerical data , Humans , Male , Middle Aged , Practice Patterns, Physicians'/statistics & numerical data
15.
West J Emerg Med ; 20(5): 791-798, 2019 Aug 12.
Article in English | MEDLINE | ID: mdl-31539336

ABSTRACT

In the United States, undocumented residents face unique barriers to healthcare access that render them disproportionately dependent on the emergency department (ED) for care. Consequently, ED providers are integral to the health of this vulnerable population. Yet special considerations, both clinical and social, generally fall outside the purview of the emergency medicine curriculum. This paper serves as a primer on caring for undocumented patients in the ED, includes a conceptual framework for immigration as a social determinant of health, reviews unique clinical considerations, and finally suggests a blueprint for immigration-informed emergency care.


Subject(s)
Emergency Service, Hospital/statistics & numerical data , Emigrants and Immigrants/legislation & jurisprudence , Emigration and Immigration/statistics & numerical data , Health Policy , Health Services Accessibility/organization & administration , Undocumented Immigrants/legislation & jurisprudence , Adult , Female , Humans , United States
16.
Health Equity ; 3(1): 431-435, 2019.
Article in English | MEDLINE | ID: mdl-31448353

ABSTRACT

In December 2017, the Los Angeles County Office of Immigrant Affairs and Board of Supervisors, alongside local health care and legal providers, convened the Health Equity for Immigrants and Families Summit to advance a vision for immigrant health. We describe the four critical concepts identified by stakeholders to address the varied needs of immigrants in an increasingly anti-immigrant political environment: (1) Recognizing immigration status as a modifiable social determinant of health; (2) Adopting the concept of "Immigration-Informed Care" within health care institutions; (3) Establishing immigration-focused medical-legal partnerships; and (4) Building coordinated systems based on knowledge of local stakeholders, policies, and funding mechanisms.

17.
JAMA Intern Med ; 179(4): 469-476, 2019 04 01.
Article in English | MEDLINE | ID: mdl-30742196

ABSTRACT

Importance: Most drug epidemics in the United States have disproportionately affected nonwhite communities. Notably, the current opioid epidemic is heavily concentrated among low-income white communities, and the roots of this racial/ethnic phenomenon have not been adequately explained. Objective: To examine the degree to which differential exposure to opioids via the health care system by race/ethnicity and income could be driving the observed social gradient of the current opioid epidemic, as well as to compare the trends in the prevalence of prescription opioids with those observed for stimulants and benzodiazepines. Design, Setting, and Participants: This population-based study used 2011 through 2015 records from California's prescription drug monitoring program (Controlled Substance Utilization Review and Evaluation System), which longitudinally tracks all patients receiving controlled substance prescriptions in the state and contained unique records for 29.7 million individuals who received such a prescription from 2011 to 2015. Data were analyzed between January and May 2018. Exposures: A total of 1760 zip code tabulation areas (ZCTAs) in California, with associated racial/ethnic composition and per capita income. Main Outcomes and Measures: The percentage of individuals receiving at least 1 prescription each year was calculated for opioids, benzodiazepines, and stimulants. Results: A nearly 300% difference in opioid prescription prevalence across the race/ethnicity-income gradient was observed in California, with 44.2% of adults in the quintile of ZCTAs with the lowest-income/highest proportion-white population receiving at least 1 opioid prescription each year compared with 16.1% in the quintile with the highest-income/lowest proportion-white population and 23.6% of all individuals 15 years or older. Stimulant prescriptions were highly concentrated in mostly white high-income areas, with a prevalence of 3.8% among individuals in the quintile with the highest-income/highest proportion-white population and a prevalence of 0.6% in the quintile with the lowest-income/lowest proportion-white population. Benzodiazepine prescriptions did not have an income gradient but were concentrated in mostly white areas, with 15.7% of adults in the quintile of ZCTAs with the highest proportion-white population receiving at least 1 prescription each year compared with 7.0% among the quintile with the lowest proportion-white population. Conclusions and Relevance: The race/ethnicity and income pattern of opioid overdoses mirrored prescription rates, suggesting that differential exposure to opioids via the health care system may have induced the large, observed racial/ethnic gradient in the opioid epidemic. Across drug categories, controlled medications were much more likely to be prescribed to individuals living in majority-white areas. These discrepancies may have shielded nonwhite communities from the brunt of the prescription opioid epidemic but also represent disparities in treatment and access to all medications.


Subject(s)
Analgesics, Opioid/pharmacology , Drug Overdose/ethnology , Drug Prescriptions/statistics & numerical data , Ethnicity , Income , Prescription Drug Misuse/trends , Racial Groups , California/epidemiology , Female , Humans , Male , Middle Aged , Prevalence , Survival Rate/trends
20.
Ann Emerg Med ; 71(6): 668-673.e3, 2018 06.
Article in English | MEDLINE | ID: mdl-29275945

ABSTRACT

STUDY OBJECTIVE: We determine episodic and high-quantity prescribers' contribution to opioid prescriptions and total morphine milligram equivalents in California, especially among individuals prescribed large amounts of opioids. METHODS: This was a cross-sectional descriptive analysis of opioid prescribing patterns during an 8-year period using the de-identified Controlled Substance Utilization Review and Evaluation System (CURES) database, the California subsection of the prescription drug monitoring program. We took a 10% random sample of all patients and stratified them by the amount of prescription opioids obtained during their maximal 90-day period. We identified "episodic prescribers" as those whose prescribing pattern included short-acting opioids on greater than 95% of all prescriptions, fewer than or equal to 31 pills on 95% of all prescriptions, only 1 prescription in the database for greater than 90% of all patients to whom they gave opioids, fewer than 6 prescriptions in the database to greater than 99% of patients given opioids, and fewer than 540 prescriptions per year. We identified top 5% prescribers by their morphine milligram equivalents per day in the database. We examined the relationship between patient opioid prescriptions and provider type, with the primary analysis performed on the patient cohort who received only short-acting opioids in an attempt to avoid guideline-concordant palliative, oncologic, and addiction care, and a secondary analysis performed on all patients. RESULTS: Among patients with short-acting opioid only, episodic prescribers (14.6% of 173,000 prescribers) wrote at least one prescription to 25% of 2.7 million individuals but were responsible for less than 9% of the 10.5 million opioid prescriptions and less than 3% of the 3.9 billion morphine milligram equivalents in our sample. Among individuals with high morphine milligram equivalents use, episodic prescribers were responsible for 2.8% of prescriptions and 0.6% of total morphine milligram equivalents. Conversely, the top 5% of prescribers prescribed at least 29.8% of prescriptions and 48.8% of total morphine milligram equivalents, with a greater contribution in patients with high morphine milligram equivalents. CONCLUSION: Episodic prescribers contribute minimally to total opioid prescriptions, especially among individuals categorized as using high morphine milligram equivalents. Interventions focused on reducing opioid prescriptions in the episodic care setting are unlikely to yield important reductions in the prescription opioid supply; conversely, targeting high-quantity prescribers has the potential to create substantial reductions.


Subject(s)
Analgesics, Opioid/supply & distribution , Episode of Care , Practice Patterns, Physicians' , Prescription Drug Misuse/statistics & numerical data , California/epidemiology , Cross-Sectional Studies , Databases, Factual , Drug Utilization Review , Emergency Service, Hospital/statistics & numerical data , Humans , Morphine/supply & distribution
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