1
|
Hirani S, Benkli B, Odonkor CA, Hirani ZA, Oso T, Bohacek S, Wiedrick J, Hildebrand A, Osuagwu U, Orhurhu V, Hooten WM, Abdi S, Meghani S. Racial Disparities in Opioid Prescribing in the United States from 2011 to 2021: A Systematic Review and Meta-Analysis. J Pain Res 2024; 17:3639-3649. [PMID: 39529944 PMCID: PMC11552391 DOI: 10.2147/jpr.s477128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 10/28/2024] [Indexed: 11/16/2024] Open
Abstract
Background This meta-analysis is an update to a seminal meta-analysis on racial/ethnic disparities in pain treatment in the United States (US) published in 2012. Since then, literature has accumulated on the topic and important policy changes were made. Objective Examining racial/ethnic disparities in pain management and investigating key moderators of the association between race/ethnicity and pain outcomes in the US. Methods We performed a systematic search of publications (between January 2011 and February 2021) from the Scopus database. Search terms included: race, racial, racialized, ethnic, ethnicity, minority, minorities, minoritized, pain treatment, pain management, and analgesia. All studies were observational, examining differences in receipt of pain prescription medication in various settings, across racial or ethnic categories in US adult patient populations. Two binary analgesic outcomes were extracted: 1) prescription of "any" analgesia, and 2) prescription of "opioid" analgesia. We analyzed these outcomes in two populations: 1) Black patients, with White patients as a reference; and 2) Hispanic patients, with non-Hispanic White patients as a reference. Results The meta-analysis included twelve studies, and the systematic review included forty-three studies. Meta-analysis showed that, compared to White patients, Black patients were less likely to receive opioid analgesia (OR 0.83, 95% CI [0.73-0.94]). Compared to non-Hispanic White patients, Hispanic patients were less likely to receive opioid analgesia (OR 0.80, 95% CI [0.72-0.88]). Conclusion Despite a decade's gap, the findings indicate persistent disparities in prescription of, and access to opioid analgesics for pain among Black and Hispanic populations in the US.
Collapse
Affiliation(s)
- Salman Hirani
- Department of Anesthesiology and Perioperative Medicine, Division of Pain Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Barlas Benkli
- Department of Anesthesiology and Perioperative Medicine, Division of Pain Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Charles A Odonkor
- Department of Orthopedics and Rehabilitation, Division of Physiatry, Yale School of Medicine, New Haven, Yale New Haven Hospital, Interventional Pain Medicine and Physical Medicine & Rehabilitation, New Haven, CT, USA
| | - Zishan A Hirani
- Department of Clinical Sciences, Univ of Houston College of Medicine, Houston, TX, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MA, USA
- Department of Obstetrics and Gynecology, Kelsey-Seybold Clinic, Stafford, TX, USA
| | - Tolulope Oso
- Department of Anesthesiology, Critical Care, and Pain Medicine, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Siri Bohacek
- Department of Anesthesiology and Perioperative Medicine, Division of Pain Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Jack Wiedrick
- Biostatistics and Design Program, Oregon Health and Science University, Portland, OR, USA
| | - Andrea Hildebrand
- Biostatistics and Design Program, Oregon Health and Science University, Portland, OR, USA
| | - Uzondu Osuagwu
- Department of Pain Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vwaire Orhurhu
- Department of Pain Medicine, University of Pittsburgh Medical Center, Susquehanna, Williamsport, PA, USA
- Department of Pain Medicine, MVM Health, East Stroudsburg, PA, USA
| | - W Michael Hooten
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Salahadin Abdi
- Department of Pain Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Salimah Meghani
- Department of Biobehavioral Health Sciences; New Courtland Center for Transitions and Health, University of Pennsylvania School of Nursing, Philadelphia, PA, USA
- Department of Health Economics; Leonard Davis Institute of Health Economics; University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
2
|
Hayes KN, Cupp MA, Joshi R, Riester MR, Beaudoin FL, Zullo AR. Differences in opioid prescriptions by race among U.S. older adults with a hip fracture transitioning to community care. J Am Geriatr Soc 2024. [PMID: 39257240 DOI: 10.1111/jgs.19160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 07/23/2024] [Accepted: 08/03/2024] [Indexed: 09/12/2024]
Abstract
BACKGROUND Appropriate pain management can facilitate rehabilitation after a hip fracture as patients transition back to the community setting. Differences in opioid prescribing by race may exist during this critical transition period. METHODS We conducted a retrospective cohort study of older adult U.S. Medicare beneficiaries with a hip fracture to examine whether the receipt and dose of opioids differs between Black and White patients as they transitioned back to the community setting. We stratified beneficiaries by whether they received institutional post-acute care (PAC). Outcomes were (1) receipt of an opioid and (2) opioid doses in the first 90 days in the community in milligram morphine equivalents (MMEs; also presented in mg oxycodone). We estimated relative rates and risk differences of opioid receipt and dose differences using Poisson and linear regression models, respectively, using the parametric g-formula to standardize for age and sex. RESULTS We identified 164,170 older adults with hip fracture (mean age = 82.7 years; 75% female; 72% with PAC; 46% with opioid use after fracture). Overall use of opioids in the community was similar between Black and white beneficiaries. Black beneficiaries had lower average doses in their first 90 days in both total cumulative doses (PAC group: 165 [95% CI -264 to -69] fewer MMEs [-248 mg oxycodone]; no PAC: 167 [95% CI -274 to -62] fewer MMEs [-251 mg oxycodone]) and average MME per days' supply of medication (PAC: -3.0 [-4.6 to -1.4] fewer MMEs per day [-4.5 mg oxycodone]; no PAC: -4.7 [-4.6 to -1.4] fewer MMEs per day [-7.1 mg oxycodone]). In secondary analyses, Asian beneficiaries experienced the greatest differences (e.g., 617-653 fewer cumulative mg oxycodone). CONCLUSION Racial differences exist in pain management for Medicare beneficiaries after a hip fracture. Future work should examine whether these differences result in disparities in short- and long-term health outcomes.
Collapse
Affiliation(s)
- Kaleen N Hayes
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Meghan A Cupp
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Richa Joshi
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Melissa R Riester
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Francesca L Beaudoin
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Andrew R Zullo
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island, USA
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
- Center of Innovation in Long-Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA
| |
Collapse
|
3
|
Merk K, Arpey NC, Gonzalez AM, Valdez KE, Cohen-Rosenblum A, Edelstein AI, Suleiman LI. Racial and Ethnic Minorities Underrepresented in Pain Management Guidelines for Total Joint Arthroplasty: A Meta-analysis. Clin Orthop Relat Res 2024; 482:1698-1706. [PMID: 38497759 PMCID: PMC11343556 DOI: 10.1097/corr.0000000000003026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 02/07/2024] [Indexed: 03/19/2024]
Abstract
BACKGROUND Total joint arthroplasty aims to improve quality of life and functional outcomes for all patients, primarily by reducing their pain. This goal requires clinical practice guidelines (CPGs) that equitably represent and enroll patients from all racial/ethnic groups. To our knowledge, there has been no formal evaluation of the racial/ethnic composition of the patient population in the studies that informed the leading CPGs on the topic of pain management after arthroplasty surgery. QUESTIONS/PURPOSES Using papers included in the 2021 Anesthesia and Analgesia in Total Joint Arthroplasty Clinical Practice Guidelines and comparing them with US National census data, we asked: (1) What is the representation of racial/ethnic groups in randomized controlled trials compared with their representation in the US national population? (2) Is there a relationship between the reporting of racial/ethnic groups and year of data collection/publication, location of study, funding source, or guideline section? METHODS Participant demographic data (study year published, study type, guideline section, year of data collection, study site, study funding, study size, gender, age, and race/ethnicity) were collected from articles cited by this guideline. Studies were included if they were full text, were primary research articles conducted primarily within the United States, and if they reported racial and ethnic characteristics of the participants. The exclusion criteria included duplicate articles, articles that included the same participant population (only the latest dated article was included), and the following article types: systematic reviews, nonsystematic reviews, terminology reports, professional guidelines, expert opinions, population-based studies, surgical trials, retrospective cohort observational studies, prospective cohort observational studies, cost-effectiveness studies, and meta-analyses. Eighty-two percent (223 of 271) of articles met inclusion criteria. Our original literature search yielded 27 papers reporting the race/ethnicity of participants, including 24 US-based studies and three studies conducted in other countries; only US-based studies were utilized as the focus of this study. We defined race/ethnicity reporting as the listing of participants' race or ethnicity in the body, tables, figures, or supplemental data of a study. National census information from 2000 to 2019 was then used to generate a representation quotient (RQ), which compared the representation of racial/ethnic groups within study populations to their respective demographic representation in the national population. An RQ value greater than 1 indicates an overrepresented group and an RQ value less than 1 indicates an underrepresented group, relative to the US population. Primary outcome measures of RQ value versus time of publication for each racial/ethnic group were evaluated with linear regression analysis, and race reporting and manuscript parameters were analyzed with chi-square analyses. RESULTS Two US-based studies reported race and ethnicity independently. Among the 24 US-based studies reporting race/ethnicity, the overall RQ was 0.70 for Black participants, 0.09 for Hispanic participants, 0.1 for American Indian/Alaska Natives, 0 for Native Hawaiian/Pacific Islanders, 0.08 for Asian participants, and 1.37 for White participants, meaning White participants were overrepresented by 37%, Black participants were underrepresented by 30%, Hispanic participants were underrepresented by 91%, Asian participants were underrepresented by 92%, American Indian/Alaska Natives were 90% underrepresented, and Native Hawaiian Pacific Islanders were virtually not represented compared with the US national population. On chi-square analysis, there were differences between race/ethnicity reporting among studies with academic, industry, and dual-supported funding sources (χ 2 = 7.449; p = 0.02). Differences were also found between race/ethnicity reporting among US-based and non-US-based studies (χ 2 = 36.506; p < 0.001), with 93% (25 of 27) of US-based studies reporting race as opposed to only 7% (2 of 27) of non-US-based studies. Finally, there was no relationship between race/ethnicity reporting and the year of data collection or guideline section referenced. CONCLUSION The 2021 Anesthesia and Analgesia in Total Joint Arthroplasty Clinical Practice Guidelines provide evidence-based recommendations that reflect the current standards in orthopaedic surgery, but the studies upon which they are based overwhelmingly underenroll and underreport racial/ethnic minorities relative to their proportions in the US population. As these factors impact analgesic administration, their continued neglect may perpetuate inequities in outcomes after TJA. CLINICAL RELEVANCE Our study demonstrates that all non-White racial/ethnic groups were underrepresented relative to their proportion of the US population in the 2021 Anesthesia and Analgesia in Total Joint Arthroplasty Clinical Practice Guidelines, underscoring a weakness in the orthopaedic surgery evidence base and questioning the overall external validity and generalizability of these combined CPGs. An effort should be made to equitably enroll and report outcomes for all racial/ethnic groups in any updated CPGs.
Collapse
Affiliation(s)
| | - Nicholas C. Arpey
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Alba M. Gonzalez
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Katia E. Valdez
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Anna Cohen-Rosenblum
- Department of Orthopaedic Surgery, Louisiana State University, New Orleans, LA, USA
| | - Adam I. Edelstein
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Linda I. Suleiman
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| |
Collapse
|
4
|
Berger I, Medairos R, Margolin E, Antonelli J, Lipkin ME, Scales CD, Kaye DR. Work absence and productivity loss of patients undergoing a trial of spontaneous passage for ureteral stones. Urolithiasis 2024; 52:111. [PMID: 39105811 DOI: 10.1007/s00240-024-01608-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Accepted: 07/20/2024] [Indexed: 08/07/2024]
Abstract
Patients with ureteral stones are often managed with a spontaneous trial of passage. While cost effective, the current literature has not examined the effects of a trial of passage on patients' work productivity. In this study, we aim to characterize work absence and productivity losses in a cohort of patients undergoing a trial of passage for ureteral stones. Actively employed patients aged 18 to 64 and discharged from Duke emergency departments without surgical intervention for ureteral stones ≤ 10 mm were contacted by phone four weeks after their presentation. Participants completed the Institute for Medical Technology Assessment Productivity Cost Questionnaire which assesses three domains: absenteeism - missed work; presenteeism -productivity when returning to work; and unpaid work - assistance with household work. Linear regression associated demographic and stone factors with productivity losses.109 patients completed the survey. In total, 67% of patients missed work, 46% had decreased productivity when returning to work, and 55% required assistance with unpaid work. 59% of patients with stones ≤ 5 mm missed work versus 84% with stones > 5 mm (p = 0.009). African American race (coefficient 23.68, 95% confidence interval 2.24-45.11, p = 0.031), first-time stone formers (coefficient 20.28, 95% confidence interval 2.50-38.07, p = 0.026), and patients with stones > 5 mm (coefficient 25.34, 95% CI 5.25-45.44, p = 0.014) were associated with increased productivity losses. The majority of patients miss work while undergoing a trial of passage and many have decreased productivity when returning to work. This information may help counsel patients in emergency departments, especially first-time stone formers, and prevent return visits.
Collapse
Affiliation(s)
- Ian Berger
- Department of Urology, Duke University Medical Center DUMC, 3704 Duke South Yellow Zone Room 1079, 27710, Durham, NC, USA.
| | - Robert Medairos
- Department of Urology, Duke University Medical Center DUMC, 3704 Duke South Yellow Zone Room 1079, 27710, Durham, NC, USA
| | - Ezra Margolin
- Department of Urology, Duke University Medical Center DUMC, 3704 Duke South Yellow Zone Room 1079, 27710, Durham, NC, USA
| | - Jodi Antonelli
- Department of Urology, Duke University Medical Center DUMC, 3704 Duke South Yellow Zone Room 1079, 27710, Durham, NC, USA
| | - Michael E Lipkin
- Department of Urology, Duke University Medical Center DUMC, 3704 Duke South Yellow Zone Room 1079, 27710, Durham, NC, USA
| | - Charles D Scales
- Department of Urology, Duke Clinical Research Institute, Duke University Medical Center, Duke University National Clinician Scholars Program, Duke University School of Medicine, Durham, NC, USA
| | - Deborah R Kaye
- Department of Urology, Duke Clinical Research Institute, Duke Cancer Institute, Margolis Center for Health Policy, Duke University Medical Center, Duke University School of Medicine, Duke University School of Medicine, Duke University, Durham, NC, USA
| |
Collapse
|
5
|
Miró Ò, Osorio GI, Alquézar-Arbé A, Aguiló S, Fernández C, Burillo G, Jacob J, Montero-Pérez FJ, García-Lamberechts EJ, Piñera P, Rodríguez Valles C, Carrasco Fernández E, Molina L, Ruescas E, Fernández Salgado F, Fernández-Simón Almela A, de Juan Gómez MÁ, Guiu Martí S, López-Laguna N, García Acosta J, Maza Vera MT, García García Á, Ezponda P, Martínez Lorenzo A, Ortega Liarte JV, Sánchez Ramón S, Ruiz Ramos J, González Del Castillo J. Sex- and age-related patterns in the use of analgesics in older patients in the emergency department. Eur J Emerg Med 2024; 31:108-117. [PMID: 37792526 DOI: 10.1097/mej.0000000000001096] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Abstract
BACKGROUND Treatment of acute pain in older patients is a common challenge faced in emergency departments (EDs). Despite many studies that have investigated chronic analgesic use in the elderly, data on patterns of acute use, especially in EDs, of analgesics according to patient characteristics is scarce. OBJECTIVE To investigate sex- and age-related patterns of analgesic use in the Spanish EDs and determine differences in age-related patterns according to patient sex. DESIGN A secondary analysis of the Emergency Department and Elderly Needs (EDEN) multipurpose cohort. SETTING Fifty-two Spanish EDs (17% of Spanish EDs covering 25% of Spanish population). PARTICIPANTS All patients' ≥65 years attending ED during 1 week (April 1-7, 2019). Patient characteristics recorded included age, sex, chronic treatment with non-steroidal anti-inflammatory drugs (NSAIDs) and opiates, comorbidity, dependence, dementia, depression, ability to walk and previous falls. Analgesics used in the ED were categorized in three groups: non-NSAID non-opioids (mainly paracetamol and metamizole, PM), NSAIDs, and opiates. OUTCOME MEASURES Frequency of analgesic use was quantified, and the relationship between sex and age and analgesic use (in general and for each analgesic group) was assessed by unadjusted and adjusted logistic regression and restricted cubic spline models. Interaction between sex and age was explored. MAIN RESULTS We included 24 573 patients, and 6678 (27.2%) received analgesics in the ED: 5551 (22.6%) PM, 1661 (6.8%) NSAIDs and 937 (3.8%) opiates (1312 received combinations). Analgesics were more frequently used in women (adjusted OR = 1.076, 95%CI = 1.014-1.142), as well as with NSAID (1.205, 1.083-1.341). Analgesic use increased with age, increasing PM and decreasing NSAIDs use. Opiate use remained quite constant across age and sex. Interaction of sex with age was present for the use of analgesics in general ( P = 0.006), for PM ( P < 0.001) and for opiates ( P = 0.033), with higher use of all these analgesics in women. CONCLUSION Use of analgesics in older individuals in EDs is mildly augmented in women and increases with age, with PM use increasing and NSAIDs decreasing with age. Conversely, opiate use is quite constant according to sex and age. Age-related patterns differ according to sex, with age-related curves of women showing higher probabilities than those of men to receive any analgesic, PM or opiates.
Collapse
Affiliation(s)
- Òscar Miró
- Emergency Department, Hospital Clínic, IDIBAPS, University of Barcelona
| | - Gina I Osorio
- Emergency Department, Hospital Clínic, IDIBAPS, University of Barcelona
| | - Aitor Alquézar-Arbé
- Emergency Department, Hospital de la Santa Creu I Sant Pau, Barcelona, Catalonia
| | - Sira Aguiló
- Emergency Department, Hospital Clínic, IDIBAPS, University of Barcelona
| | - Cesáreo Fernández
- Emergency Department, Hospital Clínico San Carlos, IDISSC, Complutense University, Madrid
| | - Guillermo Burillo
- Emergency Department, Hospital Universitario de Canarias, University of La Laguna, Tenerife, Canary Islands
| | - Javier Jacob
- Emergency Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Catalonia
| | | | | | - Pascual Piñera
- Emergency Department, Hospital Universitario Reina Sofia, Murcia
| | | | | | - Laura Molina
- Emergency Department, Hospital Nuestra Señora del Prado, Talavera de la Reina, Toledo
| | - Esther Ruescas
- Emergency Department, Hospital Universitario Vinalopó, Elche, Alicante
| | | | | | | | | | | | | | | | | | - Patxi Ezponda
- Emergency Department, Hospital De Zumarraga, Gipuzkoa
| | | | | | | | - Jesús Ruiz Ramos
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain
| | | |
Collapse
|
6
|
Kahveci AC, Dooley MJ, Johnson J, Mund AR. Are There Racial Disparities in Perioperative Pain? A Retrospective Study of a Gynecological Surgery Cohort. J Perianesth Nurs 2024; 39:82-86. [PMID: 37855762 PMCID: PMC10873002 DOI: 10.1016/j.jopan.2023.06.097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 06/14/2023] [Accepted: 06/27/2023] [Indexed: 10/20/2023]
Abstract
PURPOSE The purpose of this study was to examine whether racial disparities exist in immediate postoperative pain scores and intraoperative analgesic regimens in a single surgical cohort. DESIGN A single-center, retrospective analysis. METHODS This retrospective study of a single surgical cohort was conducted via chart review of the existing electronic health record. A total of 203 patients who underwent minimally invasive hysterectomy were included in the analysis. Three initially reviewed patient records were excluded from the final analysis due to the small size of their racial cohorts (two Asian or Pacific Islander and one Native American). The White patients (n = 103) and Black patients (n = 100) were compared for differences in pain scores in the postanesthesia care unit (PACU). The patients' intraoperative analgesic regimens were also compared. FINDINGS There were no significant differences between races in the postoperative pain scores in the PACU or in the analgesia administered by the anesthesia provider intraoperatively. CONCLUSIONS In this specific population, there was no evidence of racial disparities in postoperative pain or intraoperative analgesia administration. Further research is needed to understand the unique factors of the perioperative period, to see if the absence of disparities in this study is repeated in other cohorts, and to mitigate any disparities that are found.
Collapse
Affiliation(s)
- Allyson C Kahveci
- Department of Anesthesiology, Virginia Commonwealth University Health, Richmond, VA.
| | - Mary J Dooley
- College of Health Professions, Medical University of South Carolina, Charleston, SC
| | - Jada Johnson
- College of Health Professions, Medical University of South Carolina, Charleston, SC
| | - Angela R Mund
- College of Health Professions, Medical University of South Carolina, Charleston, SC
| |
Collapse
|
7
|
Alam R, Winoker JS, Alam A, Wu C, Di Carlo HN, Gearhart JP, Matlaga BR. Clinical patterns and implications of prescription opioid use in a pediatric population for the management of urolithiasis in the emergency room. Urolithiasis 2024; 52:25. [PMID: 38197964 DOI: 10.1007/s00240-024-01529-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 01/03/2024] [Indexed: 01/11/2024]
Abstract
Extrapolations from the adult population have suggested that opioids should be avoided in the management of pediatric urolithiasis, but the literature is sparse with regards to actual practice patterns and the downstream implications. We sought to investigate the rate of oral opioid administration for children presenting to the emergency room (ER) with urolithiasis and to identify associations between opioid administration and return visits and persistent opioid use. The TriNetX Research and Diamond Networks were used for retrospective exploratory and validation analyses, respectively. Patients <18 years presenting to the emergency room with urolithiasis were stratified by the receipt of oral opioids. Propensity score matching was performed in a 1:1 fashion. Incident cases of opioid administration and risk ratios (RRs) for a return ER visit within 14 days and the presence of an opioid prescription at 6 to 12 months were calculated. Of the 4672 patients in the exploratory cohort, 11.9% were prescribed oral opioids. Matching yielded a total of 1084 patients. Opioids at the index visit were associated with an increased risk of return visits (RR 1.51, 95% CI 1.04-2.20, P = 0.03) and persistent opioid use (RR 4.00, 95% CI 2.20-7.26, P < 0.001). The validation cohort included 6524 patients, of whom 5.7% were prescribed oral opioids. Matching yielded a total of 722 patients and demonstrated that opioids were associated with an increased risk of return visits (RR 1.50, 95% CI 1.04-2.16, P = 0.03) but not persistent opioid use (RR 1.70, 95% CI 0.79-3.67, P = 0.17). We find that the opioid administration rate for pediatric urolithiasis appears reassuringly low and that opioids are associated with a greater risk of return visits and persistent use.
Collapse
Affiliation(s)
- Ridwan Alam
- Department of Urology, The James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Marburg 134, Baltimore, MD, 21287, USA.
| | - Jared S Winoker
- The Smith Institute for Urology at Lenox Hill, Zucker School of Medicine at Hofstra/Northwell, New York, NY, USA
| | - Ayman Alam
- Department of Urology, Oakland University William Beaumont School of Medicine, Royal Oak, MI, USA
| | - Charlotte Wu
- Department of Urology, The James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Marburg 134, Baltimore, MD, 21287, USA
| | - Heather N Di Carlo
- Department of Urology, The James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Marburg 134, Baltimore, MD, 21287, USA
| | - John P Gearhart
- Department of Urology, The James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Marburg 134, Baltimore, MD, 21287, USA
| | - Brian R Matlaga
- Department of Urology, The James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Marburg 134, Baltimore, MD, 21287, USA
| |
Collapse
|
8
|
Thirukumaran CP, Fiscella KA, Rosenthal MB, Doshi JA, Schloemann DT, Ricciardi BF. Association of race and ethnicity with opioid prescribing for Medicare beneficiaries following total joint replacements. J Am Geriatr Soc 2024; 72:102-112. [PMID: 37772461 PMCID: PMC10841259 DOI: 10.1111/jgs.18605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 06/29/2023] [Accepted: 08/24/2023] [Indexed: 09/30/2023]
Abstract
BACKGROUND Profound racial and ethnic disparities exist in the use and outcomes of total hip/knee replacements (total joint replacements [TJR]). Whether similar disparities extend to post-TJR pain management remains unknown. Our objective is to examine the association of race and ethnicity with opioid fills following elective TJRs for White, Black, and Hispanic Medicare beneficiaries. METHODS We used the 2019 national Medicare data to identify beneficiaries who underwent total hip/knee replacements. Primary outcomes were at least one opioid fill in the period from discharge to 30 days post-discharge, and 31-90 days following discharge. Secondary outcomes were morphine milligram equivalent per day and number of opioid fills. Key independent variable was patient race-ethnicity (non-Hispanic White, non-Hispanic Black, Hispanic). We estimated multivariable hierarchical logistic regressions and two-part models with state-level clustering. RESULTS Among 67,550 patients, 93.36% were White, 3.69% were Black, and 2.95% were Hispanic. Compared to White patients, more Black patients and fewer Hispanic patients filled an opioid script (84.10% [Black] and 80.11% [Hispanic] vs. 80.33% [White], p < 0.001) in the 30-day period. On multivariable analysis, Black patients had 18% higher odds of filling an opioid script in the 30-day period (odds ratio [OR]: 1.18, 95% confidence interval [CI]: 1.05-1.33, p = 0.004), and 39% higher odds in the 31-90-day period (OR: 1.39, 95% CI: 1.26-1.54, p < 0.001). There were no significant differences in the endpoints between Hispanic and White patients in the 30-day period. However, Hispanic patients had 20% higher odds of filling an opioid script in the 31- to 90-day period (OR: 1.20, 95% CI: 1.07-1.34, p = 0.002). CONCLUSIONS Important race- and ethnicity-based differences exist in post-TJR pain management with opioids. The mechanisms leading to the higher use of opioids by racial/ethnic minority patients need to be carefully examined.
Collapse
Affiliation(s)
- Caroline P. Thirukumaran
- Department of Orthopaedics – University of Rochester, NY
- Department of Public Health Sciences – University of Rochester, NY
- Center for Musculoskeletal Research – University of Rochester, NY
| | - Kevin A. Fiscella
- Department of Public Health Sciences – University of Rochester, NY
- Department of Family Medicine – University of Rochester, NY
| | - Meredith B. Rosenthal
- Department of Health Policy and Management – Harvard T. H. Chan School of Public Health, MA
| | - Jalpa A. Doshi
- Division of General Internal Medicine – University of Pennsylvania Perelman School of Medicine, PA
| | - Derek T. Schloemann
- Department of Orthopaedics – University of Rochester, NY
- Center for Musculoskeletal Research – University of Rochester, NY
| | - Benjamin F. Ricciardi
- Department of Orthopaedics – University of Rochester, NY
- Center for Musculoskeletal Research – University of Rochester, NY
| |
Collapse
|
9
|
Grafeneder J, Baewert A, Katz H, Holzinger A, Niederdoeckl J, Roth D. Immigration bias among medical students: a randomized controlled trial. Eur J Emerg Med 2023; 30:417-423. [PMID: 37650729 DOI: 10.1097/mej.0000000000001057] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
BACKGROUND AND IMPORTANCE Racial bias is found in both physicians and medical students. Immigrants in many parts of the world face challenges similar to racial minorities. Identification of immigrants might however be more subtle than identification by race, and currently, no data are available on a possible bias against the large minority group of migrants in Europe. DESIGN Randomized control trial. SETTINGS AND PARTICIPANTS Second-year medical students were randomized into four groups to watch a video of either a male or female patient with pain, with or without immigrant status. INTERVENTION Students were asked whether they would administer pain medication (primary outcome). OUTCOME MEASURES AND ANALYSIS Immigrant status, patient's gender, student's gender, age, and language skills were covariates in a logistic regression model. Secondary outcomes included pain medication potency and the student's rating of the patient's pain intensity. MAIN RESULTS We recruited 607 students [337 females (56%), 387 (64%) between 18 and 22 years old]. Analgesia was administered in 95% (n = 576). Immigrant status was not associated with the probability of receiving pain medication [95 vs. 95%, odds ratio (OR) 0.81, 95% confidence interval (CI) 0.39-1.70, P = 0.58]. Immigrants received high-potency analgesia less often (26 vs. 33%, OR 0.69, 95% CI 0.50-0.96, P = 0.03). Female students administered pain medication more frequently (96 vs. 93%, OR 2.29, 95% CI 1.05-5.02, P = 0.04), and rated the patients' pain higher (mean numeric rating scale 7.7, SD 0.9 vs. 7.4, SD 1.0, OR 1.36, 95% CI 1.16-1.60, P < 0.001). CONCLUSION Medical students showed no immigration bias with regard to administering pain medication but were less likely to choose high-potency analgesia in immigrants. We also found a gender difference in pain management. These results demonstrate the importance of including knowledge about immigration bias in medical training.
Collapse
Affiliation(s)
| | - Andjela Baewert
- Teaching Center, Medical University of Vienna, Wien, Austria
| | - Henri Katz
- Teaching Center, Medical University of Vienna, Wien, Austria
| | - Anita Holzinger
- Teaching Center, Medical University of Vienna, Wien, Austria
| | | | - Dominik Roth
- Department of Emergency Medicine, Medical University of Vienna
| |
Collapse
|
10
|
Brunson DC, Miller KA, Matheson LW, Carrillo E. Race and Ethnicity and Prehospital Use of Opioid or Ketamine Analgesia in Acute Traumatic Injury. JAMA Netw Open 2023; 6:e2338070. [PMID: 37847499 PMCID: PMC10582796 DOI: 10.1001/jamanetworkopen.2023.38070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 09/05/2023] [Indexed: 10/18/2023] Open
Abstract
Importance Racial and ethnic disparities in pain management have been characterized in many hospital-based settings. Painful traumatic injuries are a common reason for 911 activations of the EMS (emergency medical services) system. Objective To evaluate whether, among patients treated by EMS with traumatic injuries, race and ethnicity are associated with either disparate recording of pain scores or disparate administration of analgesia when a high pain score is recorded. Design, Settings, and Participants This cohort study included interactions from 2019 to 2021 for US patients ages 14 to 99 years who had experienced painful acute traumatic injuries and were treated and transported by an advanced life support unit following the activation of the 911 EMS system. The data were analyzed in January 2023. Exposures Acute painful traumatic injuries including burns. Main Outcomes and Measures Outcomes were the recording of a pain score and the administration of a nonoral opioid or ketamine. Results The study cohort included 4 781 396 EMS activations for acute traumatic injury, with a median (IQR) patient age of 59 (35-78) years (2 497 053 female [52.2%]; 31 266 American Indian or Alaskan Native [0.7%]; 59 713 Asian [1.2%]; 742 931 Black [15.5%], 411 934 Hispanic or Latino [8.6%], 10 747 Native Hawaiian or other Pacific Islander [0.2%]; 2 764 499 White [57.8%]; 16 161 multiple races [0.3%]). The analysis showed that race and ethnicity was associated with the likelihood of having a pain score recorded. Compared with White patients, American Indian and Alaskan Native patients had the lowest adjusted odds ratio (AOR) of having a pain score recorded (AOR, 0.74; 95% CI, 0.71-0.76). Among patients for whom a high pain score was recorded (between 7 and 10 out of 10), Black patients were about half as likely to receive opioid or ketamine analgesia as White patients (AOR, 0.53; 95% CI, 0.52-0.54) despite having a pain score recorded almost as frequently as White patients. Conclusions and Relevance In this nationwide study of patients treated by EMS for acute traumatic injuries, patients from racial or ethnic minority groups were less likely to have a pain score recorded, with Native American and Alaskan Natives the least likely to have a pain score recorded. Among patients with a high pain score, patients from racial and ethnic minority groups were also significantly less likely to receive opioid or ketamine analgesia treatment, with Black patients having the lowest adjusted odds of receiving these treatments.
Collapse
Affiliation(s)
- Dalton C. Brunson
- School of Medicine, Stanford University School of Medicine, Stanford, California
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California
| | - Kate A. Miller
- Quantitative Sciences Unit, Stanford University School of Medicine, Stanford University, Stanford, California
| | - Loretta W. Matheson
- Department of Emergency Medicine, Stanford University School of Medicine, Stanford, California
| | - Eli Carrillo
- Department of Emergency Medicine, Stanford University School of Medicine, Stanford, California
| |
Collapse
|
11
|
Joshi M, Prasad PA, Hubbard CC, Iverson N, Manuel SP, Fang MC, Rambachan A. Racial, Ethnic, and Language-Based Inequities in Inpatient Opioid Prescribing by Diagnosis from Internal Medicine Services, a Retrospective Cohort Study. Pain Res Manag 2023; 2023:1658413. [PMID: 37780096 PMCID: PMC10539084 DOI: 10.1155/2023/1658413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 08/30/2023] [Accepted: 09/13/2023] [Indexed: 10/03/2023]
Abstract
Introduction Opioid administration is extremely common in the inpatient setting, yet we do not know how the administration of opioids varies across different medical conditions and patient characteristics on internal medicine services. Our goal was to assess racial, ethnic, and language-based inequities in opioid prescribing practices for patients admitted to internal medicine services. Methods We conducted a retrospective cohort study of all adult patients admitted to internal medicine services from 2013 to 2021 and identified subcohorts of patients treated for the six most frequent primary hospital conditions (pneumonia, sepsis, cellulitis, gastrointestinal bleed, pyelonephritis/urinary tract infection, and respiratory disease) and three select conditions typically associated with pain (abdominal pain, acute back pain, and pancreatitis). We conducted a negative binomial regression analysis to determine how average administered daily opioids, measured as morphine milligram equivalents (MMEs), were associated with race, ethnicity, and language, while adjusting for additional patient demographics, hospitalization characteristics, medical comorbidities, prior opioid therapy, and substance use disorders. Results The study cohort included 61,831 patient hospitalizations. In adjusted models, we found that patients with limited English proficiency received significantly fewer opioids (66 MMEs, 95% CI: 52, 80) compared to English-speaking patients (101 MMEs, 95% CI: 91, 111). Asian (59 MMEs, 95% CI: 51, 66), Latinx (89 MMEs, 95% CI: 79, 100), and multi-race/ethnicity patients (81 MMEs, 95% CI: 65, 97) received significantly fewer opioids compared to white patients (103 MMEs, 95% CI: 94, 112). American Indian/Alaska Native (227 MMEs, 95% CI: 110, 344) patients received significantly more opioids. Significant inequities were also identified across race, ethnicity, and language groups when analyses were conducted within the subcohorts. Most notably, Asian and Latinx patients received significantly fewer MMEs and American Indian/Alaska Native patients received significantly more MMEs compared to white patients for the top six most frequent conditions. Most patients from minority groups also received fewer MMEs compared to white patients for three select pain conditions. Discussion. There are notable inequities in opioid prescribing based on patient race, ethnicity, and language status for those admitted to inpatient internal medicine services across all conditions and in the subcohorts of the six most frequent hospital conditions and three pain-associated conditions. This represents an institutional and societal opportunity for quality improvement initiatives to promote equitable pain management.
Collapse
Affiliation(s)
- Mihir Joshi
- Santa Clara Valley Medical Center, San Jose, USA
| | - Priya A. Prasad
- University of California San Francisco, Department of Medicine, Division of Hospital Medicine, San Francisco, USA
| | - Colin C. Hubbard
- University of California San Francisco, Department of Medicine, Division of Hospital Medicine, San Francisco, USA
| | - Nicholas Iverson
- Division of Hospital Medicine, San Francisco General Hospital and Trauma Center, San Francisco, California, USA
| | - Solmaz P. Manuel
- University of California San Francisco, Department of Anesthesia and Perioperative Care, San Francisco, USA
| | - Margaret C. Fang
- University of California San Francisco, Department of Medicine, Division of Hospital Medicine, San Francisco, USA
| | - Aksharananda Rambachan
- University of California San Francisco, Department of Medicine, Division of Hospital Medicine, San Francisco, USA
| |
Collapse
|
12
|
Yi S, Burke C, Reilly A, Straube S, Graterol J, Peabody CR. Designing and developing a digital equity dashboard for the emergency department. J Am Coll Emerg Physicians Open 2023; 4:e12997. [PMID: 37397184 PMCID: PMC10313910 DOI: 10.1002/emp2.12997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 05/18/2023] [Accepted: 06/06/2023] [Indexed: 07/04/2023] Open
Abstract
Disparities in diagnosis, treatment, and health outcomes of racial minorities are well documented in the emergency department (ED). Although EDs may provide broad departmental feedback on clinical metrics, lack of up-to-date monitoring and data availability present significant challenges to identifying and addressing patterns of inequitable care. To address this issue, we developed an online "Equity Dashboard," incorporating data that is updated daily from our electronic medical record to highlight demographic, clinical, and operational variables, stratified by age, race, ethnicity, and language, and sexual orientation, gender identity. Through an iterative design thinking process, we created data visualizations for an interactive interface that tells a story about the ED patient's experience and enables any staff to explore up-to-date trends in patient care. To assess and improve usability of the dashboard, we conducted a survey of end-users using custom questions, as well as the System Usability Scale and Net Promoter Score, both of which are validated health technology use instruments. The Equity Dashboard is of particular use for quality improvement initiatives, as it reflects common departmental challenges including delays in clinician events, inpatient boarding, and throughput metrics. This digital tool further helps demonstrate how these operational factors differentially affect our diverse patient population. The dashboard ultimately enables the ED team to measure current performance, to identify our vulnerabilities, and to design targeted interventions to address disparities in clinical care.
Collapse
Affiliation(s)
- Sojung Yi
- Zuckerberg San Francisco General HospitalDepartment of Emergency MedicineSan Francisco CaliforniaUSA
| | - Caroline Burke
- Zuckerberg San Francisco General HospitalDepartment of Emergency MedicineSan Francisco CaliforniaUSA
| | - Amanda Reilly
- Zuckerberg San Francisco General HospitalDepartment of Emergency MedicineSan Francisco CaliforniaUSA
| | - Steven Straube
- Zuckerberg San Francisco General HospitalDepartment of Emergency MedicineSan Francisco CaliforniaUSA
| | - Joseph Graterol
- Zuckerberg San Francisco General HospitalDepartment of Emergency MedicineSan Francisco CaliforniaUSA
| | - Christopher R. Peabody
- Zuckerberg San Francisco General HospitalDepartment of Emergency MedicineSan Francisco CaliforniaUSA
| |
Collapse
|
13
|
Flores AR, Abedi G, Girgiss CB, Berger JH, Penniston KL, Li S, Friedlander DF, Bechis SK, Sur RL. Health-related quality of life disparities among Hispanic/Latinx patients with nephrolithiasis. Urolithiasis 2023; 51:48. [PMID: 36920673 PMCID: PMC10017600 DOI: 10.1007/s00240-023-01414-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 02/16/2023] [Indexed: 03/16/2023]
Abstract
It is documented that Hispanic/Latinx kidney stone formers have inferior health-related quality of life (HRQoL) compared to the general population. We hypothesized that socioeconomic factors drive HRQoL disparities. Specifically, we sought to determine if medical insurance type is associated with HRQoL disparities among Hispanic/Latinx stone formers. This was a prospective cohort observational study of patients with kidney stones across the University of San Diego Health Care System. Patients enrolled from June 2018 to August 2020 completed a validated Wisconsin Stone Quality of Life questionnaire (WISQoL). Patient characteristics and self-reported HRQoL were compared between Hispanic/Latinx and non-Hispanic/Latinx stone formers using MANCOVA and ordinal logistic regression. Matched group comparisons were performed based on age, gender, body mass index, stone symptoms, and insurance type using MACOVA. A total of 270 patients were enrolled (Hispanic/Latinx n = 88; non-Hispanic/Latinx n = 182). Hispanic/Latinx stone formers had higher rates of public insurance at baseline (p < 0.001) with significantly lower HRQoL [social impact (p = 0.007)]. However, a matched cohort comparison demonstrated no differences. On multivariate analysis, private insurance increased the likelihood of having higher HRQoL (OR 2.21, p = 0.021), while stone symptoms (OR = 0.06, p < 0.001) and emergency department visits (OR = 0.04, p = 0.008) decreased chances of higher HRQoL. Ethnicity was not a significant factor in HRQoL scores on multivariate analysis. Our analysis suggests that differences in HRQoL among Hispanic/Latinx stone formers may be primarily driven by socioeconomic factors as opposed to clinical or racial differences. Specifically, source of insurance appears to have significant effect on HRQoL in this ethnic group.
Collapse
Affiliation(s)
- Alec R Flores
- Department of Urology, UC San Diego Health, San Diego, USA
| | - Garen Abedi
- Department of Urology, UC San Diego Health, San Diego, USA
| | | | | | | | - Shuang Li
- Department of Urology, University of Wisconsin, Madison, USA
| | | | - Seth K Bechis
- Department of Urology, UC San Diego Health, San Diego, USA
| | - Roger L Sur
- Department of Urology, UC San Diego Health, San Diego, USA.
| |
Collapse
|
14
|
Nishijima DK, Tancredi DJ, Adelgais KM, Chadha K, Chang TP, Harris MI, Leonard JC, Lerner EB, Linakis SW, Lowe GS, Magill CF, Schwartz HP, Shah MI, Browne LR. Impact of Race and Ethnicity on Emergency Medical Services Administration of Opioid Pain Medications for Injured Children. J Emerg Med 2023; 64:55-61. [PMID: 36641254 DOI: 10.1016/j.jemermed.2022.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 09/04/2022] [Accepted: 10/11/2022] [Indexed: 01/13/2023]
Abstract
BACKGROUND Treatment with analgesics for injured children is often not provided or delayed during prehospital transport. OBJECTIVE Our aim was to evaluate racial and ethnic disparities with the use of opioids during transport of injured children. METHODS We conducted a prospective study of injured children transported to 1 of 10 emergency departments from July 2019 to April 2020. Emergency medical services (EMS) providers were surveyed about prehospital pain interventions during transport. Our primary outcome was the use of opioids. We performed multivariate regression analyses to evaluate the association of patient demographic characteristics (race, ethnicity, age, and gender), presence of a fracture, EMS provider type (Advanced Life Support [ALS] or non-ALS) and experience (years), and study site with the use of opioids. RESULTS We enrolled 465 patients; 19% received opioids during transport. The adjusted odds ratios (AORs) for Black race and Hispanic ethnicity were 0.5 (95% CI 0.2-1.2) and 0.4 (95% CI 0.2-1.3), respectively. The presence of a fracture (AOR 17.0), ALS provider (AOR 5.6), older patient age (AOR 1.1 for each year), EMS provider experience (AOR 1.1 for each year), and site were associated with receiving opioids. CONCLUSIONS There were no statistically significant associations between race or ethnicity and use of opioids for injured children. The presence of a fracture, ALS provider, older patient age, EMS provider experience, and site were associated with receiving opioids.
Collapse
Affiliation(s)
- Daniel K Nishijima
- Department of Emergency Medicine, University of California, Davis, Sacramento, California.
| | - Daniel J Tancredi
- Department of Pediatrics, University of California, Davis, Sacramento, California
| | - Kathleen M Adelgais
- Departments of Pediatrics and Emergency Medicine, University of Colorado, Aurora, Colorado
| | - Kunal Chadha
- Department of Pediatrics, University of Buffalo, Buffalo, New York
| | - Todd P Chang
- Children's Hospital of Los Angeles and Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles, California
| | - Matthew I Harris
- Department of Pediatrics, Cohen Children's Medical Center, Zucker School of Medicine - Hofstra University, New Hyde Park, New York
| | - Julie C Leonard
- Nationwide Children's Hospital and Department of Pediatrics, The Ohio State University, Columbus, Ohio
| | - E Brooke Lerner
- Departments of Emegency Medicine and Pediatrics, University of Buffalo, Buffalo, New York
| | - Seth W Linakis
- Nationwide Children's Hospital and Department of Pediatrics, The Ohio State University, Columbus, Ohio
| | - Geoffrey S Lowe
- Department of Pediatrics, University of Texas Southwestern, Dallas, Texas
| | - Christyn F Magill
- Children's Hospital of Los Angeles and Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles, California; Department of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, North Carolina
| | - Hamilton P Schwartz
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Manish I Shah
- Department of Pediatrics, Division of Emergency Medicine, Baylor College of Medicine, Houston, Texas
| | - Lorin R Browne
- Departments of Pediatrics and Emergency Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| |
Collapse
|
15
|
Darby A, Cleveland Manchanda EC, Janeway H, Samra S, Hicks MN, Long R, Gipson KA, Chary AN, Adjei BA, Khanna K, Pierce A, Kaltiso SAO, Spadafore S, Tsai J, Dekker A, Thiessen ME, Foster J, Diaz R, Mizuno M, Schoenfeld E. Race, racism, and antiracism in emergency medicine: A scoping review of the literature and research agenda for the future. Acad Emerg Med 2022; 29:1383-1398. [PMID: 36200540 DOI: 10.1111/acem.14601] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 09/23/2022] [Accepted: 09/25/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVES The objective was to conduct a scoping review of the literature and develop consensus-derived research priorities for future research inquiry in an effort to (1) identify and summarize existing research related to race, racism, and antiracism in emergency medicine (EM) and adjacent fields and (2) set the agenda for EM research in these topic areas. METHODS A scoping review of the literature using PubMed and EMBASE databases, as well as review of citations from included articles, formed the basis for discussions with community stakeholders, who in turn helped to inform and shape the discussion and recommendations of participants in the Society for Academic Emergency Medicine (SAEM) consensus conference. Through electronic surveys and two virtual meetings held in April 2021, consensus was reached on terminology, language, and priority research questions, which were rated on importance or impact (highest, medium, lower) and feasibility or ease of answering (easiest, moderate, difficult). RESULTS A total of 344 articles were identified through the literature search, of which 187 met inclusion criteria; an additional 34 were identified through citation review. Findings of racial inequities in EM and related fields were grouped in 28 topic areas, from which emerged 44 key research questions. A dearth of evidence for interventions to address manifestations of racism in EM was noted throughout. CONCLUSIONS Evidence of racism in EM emerged in nearly every facet of our literature. Key research priorities identified through consensus processes provide a roadmap for addressing and eliminating racism and other systems of oppression in EM.
Collapse
Affiliation(s)
- Anna Darby
- Department of Emergency Medicine, Los Angeles County and University of Southern California Medical Center, Los Angeles, California, USA
| | | | - Hannah Janeway
- Department of EM, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Shamsher Samra
- Department of EM, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Marquita Norman Hicks
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Ruby Long
- Department of Emergency Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Katrina A Gipson
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Anita N Chary
- Department of Emergency Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Brenda A Adjei
- National Cancer Institute Division of Cancer Control and Population Sciences, Bethesda, Maryland, USA
| | - Kajal Khanna
- Department of Emergency Medicine, Stanford University School of Medicine, Palo Alto, California, USA
| | - Ava Pierce
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Sheri-Ann O Kaltiso
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Sophia Spadafore
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jennifer Tsai
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Annette Dekker
- Department of EM, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Molly E Thiessen
- Department of Emergency Medicine, University of Colorado School of Medicine, Denver, Colorado, USA
| | - Jordan Foster
- Department of Emergency Medicine, Columbia University Medical Center, New York, New York, USA
| | - Rose Diaz
- Department of EM, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Mikaela Mizuno
- University of California, Riverside School of Medicine, Riverside, California, USA
| | - Elizabeth Schoenfeld
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, Massachusetts, USA
| |
Collapse
|
16
|
Schroeder TE, Samson KK, Kerns E, Berrondo C. Impact of Healthcare Disparities on Time to Surgery for Pediatric Urologic Patients. Cureus 2022; 14:e25711. [PMID: 35836442 PMCID: PMC9275528 DOI: 10.7759/cureus.25711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/07/2022] [Indexed: 11/18/2022] Open
Abstract
Introduction Healthcare disparities are differences in health outcomes reflecting social inequalities. We aim to identify healthcare disparities in pediatric urologic patients by analyzing the time from surgical scheduling to completion of procedure at a single center and identify variables associated with increased time to surgery. Materials and methods We reviewed all patients aged 0-18 years who underwent surgery with one of three pediatric urologists at our institution from January 1, 2018, to December 31, 2019. We collected or calculated variables including age, sex, race, ethnicity, caregivers’ primary language, insurance status, zip code, median distance to hospital, clinic visit date, and time to surgery (calculated as days between surgery request and date of surgery). Data analysis included bivariate analysis and linear regression with all variables of interest presented with 95% confidence intervals (CIs), where log-transformed time to surgery was the outcome. Because the practice at our institution is to delay elective surgeries until after six months of age, we excluded patients who were less than six months of age at the time of surgery request date. Results A total of 697 patients were included in the final analysis. Patients’ caregivers who spoke languages other than English or Spanish had a lower model-adjusted mean log-days to surgery (−0.44; 95% CI: −0.85, −0.03) relative to English-speaking caregivers. Uninsured patients had increased time to surgery compared to Medicaid patients (0.28; 95% CI: 0.03, 0.53). Income was also associated with increased time to surgery, meaning patients from higher-income backgrounds had a longer time to surgery (0.04; 95% CI: 0.00, 0.08). Conclusions In our patient population, primary language spoken and insurance status were associated with increases in time from initial evaluation to surgical intervention among pediatric patients undergoing urologic surgery. Additional research is needed to better understand variations in access to pediatric urologic surgery.
Collapse
|
17
|
Social Determinants of Kidney Stone Disease: The Impact of Race, Income and Access on Urolithiasis Treatment and Outcomes. Urology 2022; 163:190-195. [PMID: 34506806 DOI: 10.1016/j.urology.2021.08.037] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 07/23/2021] [Accepted: 08/27/2021] [Indexed: 01/11/2023]
Abstract
The medical and surgical management of kidney stones is one of the most common functions of the urologist. Management choices are often nuanced, involving the decision to embark on one surgical plan among several options. As the wider medical community critically evaluates the care we provide to an increasingly diverse population, it will be important to examine patient outcomes with a particular focus on ensuring equitable care. This review examines the influence of social parameters on the care of kidney stone patients. The dearth of literature in this area warrants rigorous studies on the relationship between race as well as socioeconomic status and the management of kidney stone disease.
Collapse
|
18
|
Buchanan R, Roy N, Parra MF, Staffa SJ, Brown ML, Nasr VG. Race and Outcomes in Patients with Congenital Cardiac Disease in an Enhanced Recovery Program. J Cardiothorac Vasc Anesth 2022; 36:3603-3609. [PMID: 35577651 DOI: 10.1053/j.jvca.2022.04.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/03/2022] [Accepted: 04/07/2022] [Indexed: 11/11/2022]
Abstract
OBJECTIVES Disparities in perioperative outcomes exist. In addition to patient and socioeconomic factors, racial disparities in outcome measures may be related to issues at the provider and institutional levels. Recognizing a potential role of standardized care in mitigating provider bias, this study aims to compare the perioperative sedation and pain management and consequent outcomes in Enhanced Recovery After Surgery (ERAS) cardiac patients of different races undergoing congenital heart surgery at a single quaternary children's hospital. DESIGN A retrospective study. SETTING A single quaternary pediatric hospital. PARTICIPANTS Patients, infants to adults, undergoing elective congenital cardiac surgery and enrolled in the ERAS protocol from October 2018 to December 2020. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Of the patients, 872 were reviewed and 606 with race information were analyzed. There was no significant difference in intraoperative and postoperative oral morphine equivalent, perioperative sedatives, and regional blockade in Asian or African American patients when compared to White patients. Postoperative pain scores and outcomes among African American and Asian races were also not statistically different when compared to White patients. CONCLUSIONS Racial disparity in perioperative management and outcomes in patients with standardized ERAS protocols does not exist at the authors' institution. Future comparative studies of ERAS noncardiac patients may provide additional information on the role of standardization in reducing implicit bias.
Collapse
Affiliation(s)
- Rica Buchanan
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States
| | - Nathalie Roy
- Department of Cardiac Surgery, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States
| | - M Fernanda Parra
- Department of Cardiac Surgery, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States
| | - Steven J Staffa
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States
| | - Morgan L Brown
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States
| | - Viviane G Nasr
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States.
| |
Collapse
|
19
|
EDITORIAL COMMENT. Urology 2022; 160:67-68. [PMID: 35216705 DOI: 10.1016/j.urology.2021.09.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
|
20
|
Opioids for chronic pain management in patients with dialysis-dependent kidney failure. Nat Rev Nephrol 2022; 18:113-128. [PMID: 34621058 PMCID: PMC8792317 DOI: 10.1038/s41581-021-00484-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/18/2021] [Indexed: 12/30/2022]
Abstract
Chronic pain is highly prevalent among adults treated with maintenance haemodialysis (HD) and has profound negative effects. Over four decades, research has demonstrated that 50-80% of adult patients treated with HD report having pain. Half of patients with HD-dependent kidney failure (HDKF) have chronic moderate-to-severe pain, which is similar to the burden of pain in patients with cancer. However, pain management in patients with HDKF is often ineffective as most patients report that their pain is inadequately treated. Opioid analgesics are prescribed more frequently for patients receiving HD than for individuals in the general population with chronic pain, and are associated with increased morbidity, mortality and health-care resource use. Furthermore, current opioid prescribing patterns are frequently inconsistent with guideline-recommended care. Evidence for the effectiveness of opioids in pain management in general, and in patients with HDKF specifically, is lacking. Nonetheless, long-term opioid therapy has a role in the treatment of some patients when used selectively, carefully and combined with an ongoing assessment of risks and benefits. Here, we provide a comprehensive overview of the use of opioid therapy in patients with HDKF and chronic pain, including a discussion of buprenorphine, which has potential as an analgesic option for patients receiving HD owing to its unique pharmacological properties.
Collapse
|
21
|
Eneanya ND, Tiako MJN, Novick TK, Norton JM, Cervantes L. Disparities in Mental Health and Well-Being Among Black and Latinx Patients With Kidney Disease. Semin Nephrol 2022; 41:563-573. [PMID: 34973700 DOI: 10.1016/j.semnephrol.2021.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Black and Latinx individuals in the United States are afflicted disproportionately with kidney disease. Because of structural racism, social risk factors drive disparities in disease prevalence and result in worse outcomes among these patient groups. The impact of social and economic oppression is pervasive in physical and emotional aspects of health. In this review, we describe the history of race and ethnicity among black and Latinx individuals in the United States and discuss how these politicosocial constructs impact disparities in well-being and mental health. Lastly, we outline future research, clinical considerations, and policy considerations to eliminate racial and ethnic disparities in well-being among black and Latinx individuals with kidney disease.
Collapse
Affiliation(s)
- Nwamaka D Eneanya
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
| | | | - Tessa K Novick
- Division of Nephrology, Department of Internal Medicine, University of Texas, Austin Dell Medical School, Austin, TX
| | - Jenna M Norton
- Division of Kidney, Urologic, and Hematologic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Lilia Cervantes
- Division of Hospital Medicine, Department of Medicine, University of Colorado, Aurora, CO
| |
Collapse
|
22
|
Raskolnikov D, Hall MK, Ngo SD, Dighe M, Kanal KM, Harper JD, Gore JL. Strategies to Optimize Nephrolithiasis Emergency Care (STONE): Prospective Evaluation of an Emergency Department Clinical Pathway. Urology 2021; 160:60-68. [PMID: 34757049 DOI: 10.1016/j.urology.2021.09.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 08/16/2021] [Accepted: 09/08/2021] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To convene a multi-disciplinary panel to develop a pathway for Emergency Department (ED) patients with suspected nephrolithiasis and then prospectively evaluate its effect on patient care. MATERIALS AND METHODS The STONE Pathway was developed and linked to order sets within our Electronic Health Record in April 2019. Records were prospectively reviewed for ED patients who underwent ultrasound or Computerized Tomography (CT) to evaluate suspected nephrolithiasis between January 2019 and August 2019 within our institution. The primary outcome measure was the proportion of patients whose ED CT was low dose (<4 mSv). Secondary outcome measures included receipt of pathway-concordant pain medications and urine strainers. Order set utilization was evaluated as a process measure. Balance measures assessed included repeat ED visits, imaging, hospitalizations, and a urologic clinic visit or surgery within 30 days of discharge. RESULTS 441 patients underwent ED imaging, of whom 261 (59%) were evaluated for suspected nephrolithiasis. The STONE Pathway was used in 50 (30%) eligible patients. Patients treated with the Pathway were more likely to undergo low-dose CTs (49% vs. 23%, p<0.001), and receive guideline-concordant pain medications such as NSAIDs (90% vs. 62%, p<0.001), and were less likely to return to the ED within 30 days (13% vs. 2%, p=0.01). These measures demonstrated special cause variation following Pathway release. CONCLUSIONS Clinical pathways increase compliance with evidence-based practices for pain control and imaging in nephrolithiasis emergency care and may improve the delivery of value-based care.
Collapse
Affiliation(s)
| | - M Kennedy Hall
- Department of Emergency Medicine, University of Washington, Seattle, WA
| | - Steven D Ngo
- School of Medicine, University of Washington, Seattle, WA
| | - Manjiri Dighe
- Department of Radiology, University of Washington, Seattle, WA
| | - Kalpana M Kanal
- Department of Radiology, University of Washington, Seattle, WA
| | | | - John L Gore
- Department of Urology, University of Washington, Seattle, WA
| |
Collapse
|
23
|
Rambachan A, Fang MC, Prasad P, Iverson N. Racial and Ethnic Disparities in Discharge Opioid Prescribing From a Hospital Medicine Service. J Hosp Med 2021; 16:589-595. [PMID: 34613895 PMCID: PMC8494281 DOI: 10.12788/jhm.3667] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 06/14/2021] [Indexed: 11/20/2022]
Abstract
BACKGROUND Differential opioid prescribing patterns have been reported in non-White patient populations. However, these disparities have not been well described among hospitalized medical inpatients. OBJECTIVE To describe differences in opioid prescribing patterns among inpatients discharged from the general medicine service based on race/ethnicity. DESIGN, SETTING, AND PARTICIPANTS For this retrospective study, we performed a multivariable logistic regression for patient race/ethnicity and whether patients received an opioid prescription at discharge and a negative binomial regression for days of opioids prescribed at discharge. The study included all 10,953 inpatients discharged from the general medicine service from June 2012 to November 2018 at University of California San Francisco Medical Center who received opioids during the last 24 hours of their hospitalization. MAIN OUTCOMES AND MEASURES We examined two primary outcomes: whether a patient received an opioid prescription at discharge, and, for patients prescribed opioids, the number of days dispensed. RESULTS Compared with White patients, Black patients were less likely to receive an opioid prescription at discharge (predicted population rate of 47.6% vs 50.7%; average marginal effect [AME], -3.1%; 95% CI, -5.5% to -0.8%). Asian patients were more likely to receive an opioid prescription on discharge (predicted population rate, 55.6% vs 50.7%; AME, +4.9; 95% CI, 1.5%-8.3%). We also found that Black patients received a shorter duration of opioid days compared with White patients (predicted days of opioids on discharge, 15.7 days vs 17.8 days; AME, -2.1 days; 95% CI, -3.3 to -0.9). CONCLUSION Black patients were less likely to receive opioids and received shorter courses at discharge compared with White patients, adjusting for covariates. Asian patients were the most likely to receive an opioid prescription.
Collapse
Affiliation(s)
- Aksharananda Rambachan
- Division of Hospital MedicineUniversity of California, San Francisco, San Francisco, California
- Corresponding Author: Aksharananda Rambachan, MD, MPH;
| | - Margaret C Fang
- Division of Hospital MedicineUniversity of California, San Francisco, San Francisco, California
| | - Priya Prasad
- Division of Hospital MedicineUniversity of California, San Francisco, San Francisco, California
| | - Nicholas Iverson
- Division of Hospital Medicine, Priscilla Chan and Mark Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| |
Collapse
|
24
|
Crivelli JJ, Maalouf NM, Paiste HJ, Wood KD, Hughes AE, Oates GR, Assimos DG. Disparities in Kidney Stone Disease: A Scoping Review. J Urol 2021; 206:517-525. [PMID: 33904797 PMCID: PMC8355087 DOI: 10.1097/ju.0000000000001846] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/14/2021] [Indexed: 11/27/2022]
Abstract
PURPOSE We reviewed the available evidence regarding health disparities in kidney stone disease to identify knowledge gaps in this area. MATERIALS AND METHODS A literature search was conducted using PubMed®, Embase® and Scopus® limited to articles published in English from 1971 to 2020. Articles were selected based on their relevance to disparities in kidney stone disease among adults in the United States. RESULTS Several large epidemiological studies suggest disproportionate increases in incidence and prevalence of kidney stone disease among women as well as Black and Hispanic individuals in the United States, whereas other studies of comparable size do not report racial and ethnic demographics. Numerous articles describe disparities in imaging utilization, metabolic workup completion, analgesia, surgical intervention, stone burden at presentation, surgical complications, followup, and quality of life based on race, ethnicity, socioeconomic status and place of residence. Differences in urinary parameters based on race, ethnicity and socioeconomic status may be explained by both dietary and physiological factors. All articles assessed had substantial risk of selection bias and confounding. CONCLUSIONS Health disparities are present in many aspects of kidney stone disease. Further research should focus not only on characterization of these disparities but also on interventions to reduce or eliminate them.
Collapse
Affiliation(s)
- Joseph J Crivelli
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama
| | - Naim M Maalouf
- Department of Internal Medicine and Charles and Jane Pak Center for Mineral Metabolism and Clinical Research, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Henry J Paiste
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama
| | - Kyle D Wood
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama
| | - Amy E Hughes
- Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Gabriela R Oates
- Department of Pediatrics, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama
| | - Dean G Assimos
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama
| |
Collapse
|
25
|
Ghoshal M, Shapiro H, Todd K, Schatman ME. Chronic Noncancer Pain Management and Systemic Racism: Time to Move Toward Equal Care Standards. J Pain Res 2020; 13:2825-2836. [PMID: 33192090 PMCID: PMC7654542 DOI: 10.2147/jpr.s287314] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Accepted: 10/26/2020] [Indexed: 12/16/2022] Open
Affiliation(s)
| | - Hannah Shapiro
- Division of Alcohol, Drugs, and Addiction, McLean Hospital, Belmont, Massachusetts, USA
| | - Knox Todd
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center Houston, Texas, USA
| | - Michael E Schatman
- Department of Diagnostic Sciences, Tufts University School of Dental Medicine, Boston, Massachusetts, USA
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts, USA
| |
Collapse
|