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Keane OA, Ourshalimian S, Kaplan C, Gong C, Lakshmanan A, Hintz S, Lee HC, Ing M, Barq R, Nguyen N, Kelley-Quon LI. The Cost of Opioid Use in High-Risk Hospitalized Infants. J Surg Res 2024; 302:825-835. [PMID: 39241291 DOI: 10.1016/j.jss.2024.07.028] [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: 11/28/2023] [Revised: 06/18/2024] [Accepted: 07/05/2024] [Indexed: 09/09/2024]
Abstract
INTRODUCTION Hospitalizations of high-risk infants are among the most expensive in the United States, with many requiring surgery and months of intensive care. Healthcare costs and resource use associated with hospitalized infant opioid exposure are less well known. METHODS A retrospective cohort of high-risk infants aged <1 y admitted from 47 children's hospitals from 2010 to 2020 was identified from Pediatric Healthcare Information System. High-risk infants were identified by International Classification of Diseases 9/10 codes for congenital heart disease procedures, medical and surgical necrotizing enterocolitis, extremely low birth weight, very low birth weight, hypoxemic ischemic encephalopathy, extracorporeal membrane oxygenation, and gastrointestinal tract malformations. Healthcare resource utilization was estimated using standardized unit costs (SUCs). The impact of opioid use on SUC was examined using general linear models and an instrumental variable. RESULTS Overall, 126,897 high-risk infants were identified. The cohort was majority White (57.1%), non-Hispanic (72.0%), and male (55.4%). Prematurity occurred in 26.4% and a majority underwent surgery (77.9%). Median SUC was $120,585 (interquartile range: $57,602-$276,562) per infant. On instrumental variable analysis, each day of opioid use was associated with an increase of $4406 in SUC. When adjusting for biologic sex, race, ethnicity, insurance type, diagnosis category, number of comorbidities, mechanical ventilation, and total parental nutrition use, each day of opioid use was associated with an increase of $2177 per infant. CONCLUSIONS Prolonged opioid use is significantly associated with healthcare utilization and costs for high-risk infants, even when accounting for comorbidities, intensive care, ventilation, and total parental nutrition use. Future studies are needed to estimate the long-term complications and additional costs resulting from prolonged opioid exposures in high-risk infants.
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Affiliation(s)
- Olivia A Keane
- Division of Pediatric Surgery, Children's Hospital Los Angeles, Los Angeles, California.
| | - Shadassa Ourshalimian
- Division of Pediatric Surgery, Children's Hospital Los Angeles, Los Angeles, California
| | - Cameron Kaplan
- USC Gehr Family Center for Health Systems Science and Innovation, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Cynthia Gong
- Division of Neonatology, Department of Pediatrics, Fetal and Neonatal Institute, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Ashwini Lakshmanan
- Department of Health Systems Science, Bernard J. Tyson Kaiser Permanente School of Medicine, Pasadena, California
| | - Susan Hintz
- Division of Neonatology, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
| | - Henry C Lee
- Division of Neonatology, University of California San Diego, La Jolla, California
| | - Madeleine Ing
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Rabab Barq
- Division of Pediatric Surgery, Children's Hospital Los Angeles, Los Angeles, California
| | - Nam Nguyen
- Division of Pediatric Surgery, Children's Hospital Los Angeles, Los Angeles, California; Division of Pediatric Surgery, Memorial Care Miller Children's & Women's Hospital, Long Beach, California
| | - Lorraine I Kelley-Quon
- Division of Pediatric Surgery, Children's Hospital Los Angeles, Los Angeles, California; Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California; Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles, California
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2
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Haas SM, Mullin GJD, Williams A, Reynolds A, Tuerxuntuoheti A, Reyes PGM, Mende-Siedlecki P. Racial Bias in Pediatric Pain Perception. THE JOURNAL OF PAIN 2024; 25:104583. [PMID: 38823604 PMCID: PMC11347111 DOI: 10.1016/j.jpain.2024.104583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 05/21/2024] [Accepted: 05/25/2024] [Indexed: 06/03/2024]
Abstract
Racial disparities in pediatric pain care are prevalent across a variety of health care settings, and likely contribute to broader disparities in health, morbidity, and mortality. The present research expands on prior work demonstrating potential perceptual contributions to pain care disparities in adults and tests whether racial bias in pain perception extends to child targets. We examined the perception and hypothetical treatment of pain in Black and White boys (experiment 1), Black and White boys and girls (experiment 2), Black and White boys and adult men (experiment 3), and Black, White, Asian, and Latinx boys (experiment 4). Across this work, pain was less readily perceived on Black (vs White) boys' faces-though this bias was not observed within girls. Moreover, this perceptual bias was comparable in magnitude to the same bias measured with adult targets and consistently predicted bias in hypothetical treatment. Notably, bias was not limited to Black targets-pain on Hispanic/Latinx boys' faces was also relatively underperceived. Taken together, these results offer strong evidence for racial bias in pediatric pain perception. PERSPECTIVE: This article demonstrates perceptual contributions to racial bias in pediatric pain recognition. Participants consistently saw pain less readily on Black boys' faces, compared with White boys, and this perceptual bias consistently predicted race-based gaps in treatment. This work reveals a novel factor that may support pediatric pain care disparities.
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Affiliation(s)
- Samantha M Haas
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware
| | - Gavin J D Mullin
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware
| | - Aliya Williams
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware
| | - Andréa Reynolds
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware
| | | | | | - Peter Mende-Siedlecki
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware.
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Mehok LE, Walsh KT, Miller MM, Anastas TM, Hirsh AT. Exercise and Dietary Recommendations for Women with Chronic Pain: What's Weight and Race Got To Do with It? THE JOURNAL OF PAIN 2024; 25:104505. [PMID: 38484856 PMCID: PMC11283970 DOI: 10.1016/j.jpain.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 02/08/2024] [Accepted: 03/03/2024] [Indexed: 05/12/2024]
Abstract
Exercise and diet are beneficial for pain, yet many patients do not receive such recommendations from providers. This may be due to biases related to gender, race, and weight. We recruited medical students (N = 90) to view videos of women with chronic back pain performing a functional task; patients varied by weight (overweight/obese) and race (Black/White). For each woman patient, providers rated their likelihood of recommending exercises or dietary changes. Ratings significantly differed across recommendations (F(2.75, 244.72) = 6.19, P < .01) in that providers were more likely to recommend flexibility exercises than aerobic exercises and dietary changes and were more likely to recommend strength exercises than dietary changes. Results also indicated that women with obesity were more likely to receive aerobic (F(1,89) = 17.20, P < .01), strength (F(1,89) = 6.08, P = .02), and dietary recommendations (F(1,89) = 37.56, P < .01) than were women with overweight. Additionally, White women were more likely to receive a recommendation for flexibility exercises (F(1,89) = 4.92, P = .03) than Black women. Collectively, these findings suggest that providers' exercise and dietary recommendations for women with chronic pain are influenced by the weight status and racial identity of the patient. Future studies are needed to identify the reasons underlying these systematic differences, including the stereotypes and attitudes that may be driving these effects. PERSPECTIVE: This article presents results on how patient weight and race impact providers' exercise and diet recommendations for women with chronic back pain. Provider recommendations for these modalities may be systematically biased in a way that impedes care and impacts patient functioning.
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Affiliation(s)
- Lauren E. Mehok
- Behavioral Health Care Line, New Mexico Veterans Affairs Healthcare System, Albuquerque, NM
| | - Kaitlyn T. Walsh
- Department of Psychology, Indiana University Indianapolis (IUI), Indianapolis, IN
| | - Megan M. Miller
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Tracy M. Anastas
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington
| | - Adam T. Hirsh
- Department of Psychology, Indiana University Indianapolis (IUI), Indianapolis, IN
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Anastas T, Wu W, Burgess DJ, Stewart JC, Salyers MP, Kroenke K, Hirsh AT. The Impact of Patient Race, Patient Socioeconomic Status, and Cognitive Load of Physician Residents and Fellows on Chronic Pain Care Decisions. THE JOURNAL OF PAIN 2024; 25:104480. [PMID: 38246252 PMCID: PMC11180591 DOI: 10.1016/j.jpain.2024.01.345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 01/12/2024] [Accepted: 01/15/2024] [Indexed: 01/23/2024]
Abstract
Social stereotypes are more likely to influence decision-making under conditions of high cognitive load (ie, mental workload), such as in medical settings. We examined how patient race, patient socioeconomic status (SES), physician cognitive load, and physician implicit beliefs about race and SES differences in pain tolerance impacted physicians' pain treatment decisions. Physician residents and fellows (N = 120) made treatment decisions for 12 computer-simulated patients with back pain that varied by race (Black/White) and SES (low/high). Half of the physicians were randomized to be interrupted during the decision task to make hypertension medication conversion calculations (high cognitive load group), while the other half completed the task without interruptions (low cognitive load group). Both groups were given equal time to make pain care decisions (2.5 minutes/patient). Results of multilevel ordinal logistic regression analyses indicated that physicians prescribed weaker analgesics to patients with high vs. low SES (odds ratio = .68, 95% confidence interval [.48, .97], P = .03). There was also a patient SES-by-cognitive load interaction (odds ratio = .56, 95% confidence interval [.31, 1.01], P = .05) that is theoretically and potentially practically meaningful but was not statistically significant at P < .05. These findings shed light on physician cognitive load as a clinically-relevant factor in the context of pain care quality and equity. PERSPECTIVE: These findings highlight the clinical relevance of physician cognitive load (eg, mental workload) when providing pain care for diverse patients. This line of work can support the development of interventions to manage physician cognitive load and its impact on pain care, which may ultimately help reduce pain disparities.
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Affiliation(s)
- Tracy Anastas
- Department of Psychology, Indiana University Indianapolis
- Department of Psychiatry and Behavioral Sciences, University of Washington
- Department of Family Medicine, University of Washington
| | - Wei Wu
- Department of Psychology, Indiana University Indianapolis
| | - Diana J. Burgess
- VA HSR&D Center for Care Delivery and Outcomes Research, Minneapolis VA Medical Center
- University of Minnesota Medical School
| | | | | | - Kurt Kroenke
- Department of Medicine, Indiana University School of Medicine
- Regenstrief Institute, Inc
| | - Adam T. Hirsh
- Department of Psychology, Indiana University Indianapolis
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Schefter Z, Smith AM. Exploring downstream effects of gender roles in healthcare decision-making and relationships within systems: A cross-sectional analysis of openness to treatment in pediatric headache. J Psychosom Res 2024; 179:111611. [PMID: 38430793 DOI: 10.1016/j.jpsychores.2024.111611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 02/11/2024] [Accepted: 02/12/2024] [Indexed: 03/05/2024]
Abstract
OBJECTIVE Socio-culturally defined identity factors present significant and often understudied influences on the experience, management, and treatment of chronic pain. For instance, there exist societal narratives about how males and females are expected to experience and express pain. Such gender roles may impact youth and caregiver openness to individual multidisciplinary treatments for pediatric headache. METHODS In this cross-sectional study, participants (N = 1087 youth/caregiver dyads, Mage = 14.5 years, 71% female, 97% cisgender, 77% White) completed a series of questionnaires, including Openness to Headache Treatment (OHT), upon presenting for initial multidisciplinary evaluation of chronic headache. Pearson correlations, independent samples t-tests and hierarchical regressions were used to analyze potential gender differences in youth and caregiver openness, as well as its relationships with pain-related and psychological factors. RESULTS Overall, female youth and their caregivers were more open to headache treatment, broadly and for individual interventions, when compared to male counterparts. Caregiver distress related to their child's headaches (i.e., fear and avoidance) was significantly correlated with openness in female youth and their caregivers, but not males. CONCLUSION Gendered patterns in healthcare decision-making in youth and caregivers provide insight on individual, societal, and systemic gender bias.
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Affiliation(s)
- Zoë Schefter
- Boston Children's Hospital, Department of Anesthesiology, Perioperative & Pain Medicine, Division of Pain Medicine, USA
| | - Allison M Smith
- Boston Children's Hospital, Department of Anesthesiology, Perioperative & Pain Medicine, Division of Pain Medicine, USA; Harvard Medical School, Department of Psychiatry, Division of Psychology, USA.
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Keane OA, Ourshalimian S, Lakshmanan A, Lee HC, Hintz SR, Nguyen N, Ing MC, Gong CL, Kaplan C, Kelley-Quon LI. Institutional and Regional Variation in Opioid Prescribing for Hospitalized Infants in the US. JAMA Netw Open 2024; 7:e240555. [PMID: 38470421 PMCID: PMC10936113 DOI: 10.1001/jamanetworkopen.2024.0555] [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: 09/27/2023] [Accepted: 01/04/2024] [Indexed: 03/13/2024] Open
Abstract
Importance High-risk infants, defined as newborns with substantial neonatal-perinatal morbidities, often undergo multiple procedures and require prolonged intubation, resulting in extended opioid exposure that is associated with poor outcomes. Understanding variation in opioid prescribing can inform quality improvement and best-practice initiatives. Objective To examine regional and institutional variation in opioid prescribing, including short- and long-acting agents, in high-risk hospitalized infants. Design, Setting, and Participants This retrospective cohort study assessed high-risk infants younger than 1 year from January 1, 2016, to December 31, 2022, at 47 children's hospitals participating in the Pediatric Health Information System (PHIS). The cohort was stratified by US Census region (Northeast, South, Midwest, and West). Variation in cumulative days of opioid exposure and methadone treatment was examined among institutions using a hierarchical generalized linear model. High-risk infants were identified by International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes for congenital heart disease surgery, medical and surgical necrotizing enterocolitis, extremely low birth weight, very low birth weight, hypoxemic ischemic encephalopathy, extracorporeal membrane oxygenation, and other abdominal surgery. Infants with neonatal opioid withdrawal syndrome, in utero substance exposure, or malignant tumors were excluded. Exposure Any opioid exposure and methadone treatment. Main Outcomes and Measures Regional and institutional variations in opioid exposure. Results Overall, 132 658 high-risk infants were identified (median [IQR] gestational age, 34 [28-38] weeks; 54.5% male). Prematurity occurred in 30.3%, and 55.3% underwent surgery. During hospitalization, 76.5% of high-risk infants were exposed to opioids and 7.9% received methadone. Median (IQR) length of any opioid exposure was 5 (2-12) cumulative days, and median (IQR) length of methadone treatment was 19 (7-46) cumulative days. There was significant hospital-level variation in opioid and methadone exposure and cumulative days of exposure within each US region. The computed intraclass correlation coefficient estimated that 16% of the variability in overall opioid prescribing and 20% of the variability in methadone treatment was attributed to the individual hospital. Conclusions and Relevance In this retrospective cohort study of high-risk hospitalized infants, institution-level variation in overall opioid exposure and methadone treatment persisted across the US. These findings highlight the need for standardization of opioid prescribing in this vulnerable population.
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Affiliation(s)
- Olivia A. Keane
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
| | - Shadassa Ourshalimian
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
| | - Ashwini Lakshmanan
- Department of Health Systems Science, Bernard J. Tyson Kaiser Permanente School of Medicine, Pasadena, California
| | - Henry C. Lee
- Division of Neonatology, University of California San Diego, La Jolla
| | - Susan R. Hintz
- Stanford University School of Medicine, Department of Pediatrics, Division of Neonatology, Palo Alto, California
| | - Nam Nguyen
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
- Division of Pediatric Surgery, Memorial Care Miller Children’s & Women’s Hospital, Long Beach, California
| | - Madeleine C. Ing
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
| | - Cynthia L. Gong
- Fetal and Neonatal Institute, Division of Neonatology, Department of Pediatrics, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles
| | - Cameron Kaplan
- USC Gehr Family Center for Health Systems Science and Innovation, Keck School of Medicine, University of Southern California, Los Angeles
| | - Lorraine I. Kelley-Quon
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
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7
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Hildenbrand AK, Amaro CM, Bear B, Soprano CM, Salamon KS. Exploring Referral and Service Utilization Patterns Within an Outpatient Interdisciplinary Pediatric Chronic Pain Program. J Pain Res 2024; 17:525-533. [PMID: 38333433 PMCID: PMC10849913 DOI: 10.2147/jpr.s430411] [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: 08/09/2023] [Accepted: 11/21/2023] [Indexed: 02/10/2024] Open
Abstract
Purpose We examine referral sources and clinical characteristics for youth presenting to an outpatient interdisciplinary pediatric chronic pain program. Patients and Methods Referral data were extracted from the electronic health record. PROMIS Pediatric Anxiety and Pain Interference Scales were administered at an initial evaluation visit. Results The program received 1488 referrals between 2016 and 2019, representing 1338 patients, with increasing volume of referrals over time. Referrals were primarily from orthopedics (19.6%), physical medicine and rehabilitation (18.8%), neurology (14.4%), and rheumatology (12.6%). Patients referred were primarily female (75.4%), White (80.1%), English-speaking (98.4%) adolescents (median=15.0 years). Of those referred, 732 (54.7%) attended an interdisciplinary evaluation (ie, with ≥2 disciplines). Adolescent anxiety was within the expected range by self-report (N=327, MT-score=55.67) and parent proxy-report (N=354, MT-score=57.70). Pain interference was moderately elevated by self-report (N=323, MT-score=61.52) and parent proxy-report (N=356, MT-score=64.02). There were no differences between patients referred who attended versus did not attend an interdisciplinary evaluation based on age, sex, ethnicity, or language. A smaller than expected proportion of referred Black patients (44%, P=0.02) and patients referred from orthopedics (40%) or pulmonology (11%) attended an evaluation, whereas a larger than expected proportion of those referred from physical medicine and rehabilitation (78%) were evaluated (P<0.001). Conclusion Results highlight the demand for outpatient interdisciplinary pediatric chronic pain treatment. Findings can inform decisions related to staffing and service design for pediatric hospitals that aim to establish or grow outpatient pediatric chronic pain programs.
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Affiliation(s)
- Aimee K Hildenbrand
- Center for Healthcare Delivery Science, Nemours Children’s Health, Wilmington, DE, USA
- Division of Behavioral Health, Nemours Children’s Hospital Delaware, Wilmington, DE, USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Christina M Amaro
- Center for Healthcare Delivery Science, Nemours Children’s Health, Wilmington, DE, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Benjamin Bear
- Center for Healthcare Delivery Science, Nemours Children’s Health, Wilmington, DE, USA
| | - Catherine M Soprano
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
- Division of Diagnostic Referral, Nemours Children’s Hospital Delaware, Wilmington, DE, USA
| | - Katherine S Salamon
- Division of Behavioral Health, Nemours Children’s Hospital Delaware, Wilmington, DE, USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
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Levy J, Rose NN, Shalom M. Important considerations in the assessment of pediatric pain. Anaesth Crit Care Pain Med 2023; 42:101298. [PMID: 37595836 DOI: 10.1016/j.accpm.2023.101298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 08/11/2023] [Indexed: 08/20/2023]
Affiliation(s)
- Jared Levy
- Tel Aviv University, Sackler Faculty of Medicine, Israel
| | | | - Moshe Shalom
- Tel Aviv University, Sackler Faculty of Medicine, Israel.
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Carrilero N, Pérez‐Jover V, Guilabert‐Mora M, García‐Altés A. Gender bias in pediatric care: Health professionals' opinions and perceptions. Health Sci Rep 2023; 6:e1615. [PMID: 37885465 PMCID: PMC10598430 DOI: 10.1002/hsr2.1615] [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: 07/19/2023] [Revised: 09/06/2023] [Accepted: 09/26/2023] [Indexed: 10/28/2023] Open
Abstract
Introduction Gender bias in healthcare is understood as a misconception of the differences between males and females that may generate healthcare disparities and discrimination against one sex. However, is not well known how this implicit bias is manifested in pediatric clinical praxis. Thus, the goal of this study is to explore and analyse the attitudes of health personnel toward a possible gender bias in pediatric care in Catalonia. Methods We undertake a descriptive and exploratory study applying a qualitative research methodology based on hermeneutic phenomenology and Grounded Theory using the focus group technique. The opinions collected were classified into four categories and 22 subcategories, and subsequently analyzed. Results Three main ideas stood out regarding situations that might be affected by gender bias: (1) attitudes of health personnel and perceptions with regard to mental health problems and (to a lesser extent) to physical health problems; (2) the role of the child's family and the professional's assessment of this role; and (3) the professional's attention to children of the opposite sex, especially in the case of genital examinations. Discussion The results stand out that differential attitudes depending on the gender of the child have been observed in clinical practice in pediatrics, which may have an impact on health inequality. Hence, academic training that includes the study and prevention of implicit biases in professional activity, campaigns aimed at the general population on how to detect implicit biases and promoting gender equity in education, should help to avoid the negative consequences of these misconceptions.
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Affiliation(s)
- Neus Carrilero
- Agència de Qualitat i Avaluació Sanitàries de Catalunya (AQuAS)BarcelonaSpain
- Department of Experimental and Health Sciences (DCEXS)Universitat Pompeu FabraBarcelonaSpain
- Institut de Recerca de l'Hospital de la Santa Creu i Sant PauBarcelonaSpain
| | - Virtudes Pérez‐Jover
- Departamento de Psicología de la SaludUniversidad Miguel HernándezElcheSpain
- Grupo de Investigación en Psicología HospitalariaInstituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL)AlicanteSpain
| | | | - Anna García‐Altés
- Agència de Qualitat i Avaluació Sanitàries de Catalunya (AQuAS)BarcelonaSpain
- CIBER de Epidemiología y Salud Pública (CIBERESP)BarcelonaSpain
- Institut d'Investigació Biomèdica (IIB Sant Pau)BarcelonaSpain
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Keane OA, Zamora AK, Ourshalimian S, Mahdi EM, Song AY, Kim E, Lakshmanan A, Kim ES, Kelley-Quon LI. Opioid and Methadone Use for Infants With Surgically Treated Necrotizing Enterocolitis. JAMA Netw Open 2023; 6:e2318910. [PMID: 37347485 PMCID: PMC10288332 DOI: 10.1001/jamanetworkopen.2023.18910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 05/02/2023] [Indexed: 06/23/2023] Open
Abstract
Importance Necrotizing enterocolitis (NEC) requiring surgical intervention is the most common reason for surgical procedures in preterm neonates. Opioids are used to manage postoperative pain, with some infants requiring methadone to treat physiologic opioid dependence or wean from nonmethadone opioid treatment during recovery. Objective To describe postoperative opioid use and methadone treatment for infants with surgically treated NEC and evaluate postoperative outcomes. Design, Setting, and Participants A cohort study of infants with surgically treated NEC admitted from January 1, 2013, to December 31, 2022, to 48 Children's Hospital Association hospitals contributing data to the Pediatric Health Information System (PHIS) was performed. Infants who received methadone preoperatively, were aged 14 days or less at the time of the operation, had a congenital heart disease-related operation, or died within 90 days of the operation were excluded. Mixed-effects multivariable logistic regression was used to evaluate thresholds for duration of opioid use after the operation associated with methadone treatment and clinical outcomes associated with methadone use were enumerated. Exposure Postoperative administration of nonmethadone opioids. Main Outcomes and Measures Methadone use and postoperative length of stay, ventilator days, and total parenteral nutrition (TPN) days. Results Of the 2037 infants with surgically treated NEC identified, the median birth weight was 920 (IQR, 700.0-1479.5) g; 1204 were male (59.1%), 911 were White (44.7%), and 343 were Hispanic (16.8%). Infants received nonmethadone opioids for a median of 15 (IQR, 6-30) days after the operation and 231 received methadone (11.3%). The median first day of methadone use was postoperative day 18 (IQR, days 9-64) and continued for 28 days (IQR, 14-73). Compared with infants who received nonmethadone opioids for 1 to 5 days, infants receiving 16 to 21 days of opioids were most likely to receive methadone treatment (odds ratio, 11.45; 95% CI, 6.31-20.77). Methadone use was associated with 21.41 (95% CI, 10.81-32.02) more days of postoperative length of stay, 10.80 (95% CI, 3.63-17.98) more ventilator days, and 16.21 (95% CI, 6.34-26.10) more TPN days. Conclusions and Relevance In this cohort study of infants with surgically treated NEC, prolonged use of nonmethadone opioids after the operation was associated with an increased likelihood of methadone treatment and increased postoperative length of stay, ventilation, and TPN use. Optimizing postoperative pain management for infants requiring an operation may decrease the need for methadone treatment and improve health care use.
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Affiliation(s)
- Olivia A. Keane
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles
| | - Abigail K. Zamora
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles
| | - Shadassa Ourshalimian
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
| | - Elaa M. Mahdi
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
| | - Ashley Y. Song
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Eugene Kim
- Department of Anesthesia, Children’s Hospital Los Angeles, Los Angeles, California
| | - Ashwini Lakshmanan
- Division of Neonatology, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| | - Eugene S. Kim
- Department of Surgery, Cedars-Sinai Health System, Los Angeles, California
| | - Lorraine I. Kelley-Quon
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
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Stendelyte L, Malinauskas M, Grinkeviciute DE, Jankauskaite L. Exploring Non-Invasive Salivary Biomarkers for Acute Pain Diagnostics: A Comprehensive Review. Diagnostics (Basel) 2023; 13:diagnostics13111929. [PMID: 37296781 DOI: 10.3390/diagnostics13111929] [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: 03/21/2023] [Revised: 05/23/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023] Open
Abstract
Pain is one of the most common complaints leading to a pediatric emergency department visit and is associated with various painful procedures, leading to increased anxiety and stress. Assessing and treating pain in children can be challenging, so it is crucial to investigate new methods for pain diagnosis. The review aims to summarize the literature on non-invasive salivary biomarkers, such as proteins and hormones, for pain assessment in urgent pediatric care settings. Eligible studies were those that included novel protein and hormone biomarkers in acute pain diagnostics and were not older than 10 years. Chronic pain studies were excluded. Further, articles were divided into two groups: studies in adults and studies in children (<18 years). The following characteristics were extracted and summarized: study author, enrollment date, study location, patient age, study type, number of cases and groups, as well as tested biomarkers. Salivary biomarkers, such as cortisol, salivary α-amylase, and immunoglobulins, among others, could be appropriate for children as saliva collection is painless. However, hormonal levels can differ among children in different developmental stages and with various health conditions, with no predetermined levels of saliva. Thus, further exploration of biomarkers in pain diagnostics is still necessary.
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Affiliation(s)
- Laura Stendelyte
- Faculty of Medicine, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania
| | - Mantas Malinauskas
- Institute of Physiology and Pharmacology, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
| | - Dovile Evalda Grinkeviciute
- Department of Pediatrics, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
| | - Lina Jankauskaite
- Institute of Physiology and Pharmacology, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
- Department of Pediatrics, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania
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12
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Pampal HK, Erel S, Turhan S, Dikmen AU, Işık B. Analgesic efficacy of ultrasound-guided bilateral transversus abdominis plane block in children: retrospective analysis of 97 cases. Turk J Med Sci 2023; 53:374-381. [PMID: 36945920 PMCID: PMC10387897 DOI: 10.55730/1300-0144.5594] [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: 04/13/2022] [Accepted: 01/04/2023] [Indexed: 02/26/2023] Open
Abstract
BACKGROUND Transversus abdominis plane (TAP) block is a method for postoperative pain management. Studies on children are gradually increasing. The aim of this retrospective study was to evaluate effectiveness of TAP block on pain control, its side effects, and parental satisfaction levels in children. METHODS Study included patients operated between January 2019 and December 2020 in Gazi University Faculty of Medicine. Total of 97 patients (35 girls, 62 boys) between 5 and 18 years who had an ultrasound guided TAP block for lower abdominal or inguinal surgery were examined retrospectively. TAP block application time, hemodynamic variables, postoperative pain scores, postoperative analgesic requirement, sex, surgical history and satisfaction levels were evaluated. RESULTS : The average application time of TAP block was 9.48 ± 3.4 and the time between TAP block and surgical incision was 12.06 ± 6.1 min. Pain scores in postanesthesia care unit (PACU) and at the postoperative first hour decreased as the time between TAP block and surgical incision increased (p < 0.05). Girls have higher pain scores at PACU than boys (p < 0.05). Previous surgical history increased postoperative 1st hour pain scores (OR: 13.8; 95% CI 1.7-113.3; p = 0.01). There was a significant negative correlation between pain scores at PACU, postoperative 1st, 2nd, 4th, 6th, 12th and satisfaction levels (r = -0.45, r = -0.56, r = -0.60, r = -0.54, r = -0.52, r = -0,43, respectively, p < 0.05). DISCUSSION Ultrasound-guided TAP blocks can be performed safely in children in lower abdominal surgeries. However, the efficacy of TAP block on late term postoperative pain scores is limited. Time interval between the TAP block and the incision, sex, and pain memory, as well as other factors that may improve the quality of TAP block should be considered.
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Affiliation(s)
- Hasan Kutluk Pampal
- Department of Anesthesiology and Reanimation, Gazi University, Ankara, Turkey
| | - Selin Erel
- Department of Anesthesiology and Reanimation, Gazi University, Ankara, Turkey
| | - Semin Turhan
- Department of Anesthesiology and Reanimation, Hitit, University, Çorum, Turkey
| | | | - Berrin Işık
- Department of Anesthesiology and Reanimation, Gazi University, Ankara, Turkey
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Mulchan SS, Miller M, Theriault CB, Zempsky WT, Hirsh A. A Systematic Approach to Developing Virtual Patient Vignettes for Pediatric Health Equity Research. Health Equity 2022; 6:862-872. [DOI: 10.1089/heq.2022.0108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/07/2022] [Indexed: 11/24/2022] Open
Affiliation(s)
- Siddika S. Mulchan
- Center for Cancer and Blood Disorders, Connecticut Children's,Hartford, Connecticut, USA
- Division of Pain and Palliative Medicine, Connecticut Children's, Hartford, Connecticut, USA
| | - Megan Miller
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | | | - William T. Zempsky
- Division of Pain and Palliative Medicine, Connecticut Children's, Hartford, Connecticut, USA
- Department of Pediatrics, University of Connecticut School of Medicine, Farmington, Connecticut, USA
| | - Adam Hirsh
- School of Science, Indiana University–Purdue University Indianapolis, Indianapolis, Indiana, USA
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Hartford EA, Blume H, Barry D, Hauser Chatterjee J, Law E. Disparities in the emergency department management of pediatric migraine by race, ethnicity, and language preference. Acad Emerg Med 2022; 29:1057-1066. [PMID: 35726699 DOI: 10.1111/acem.14550] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 05/25/2022] [Accepted: 06/16/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND There are disparities in pain management for children presenting to the emergency department (ED) according to their racial and ethnic backgrounds. It is not known if there are differences in the treatment of pain associated with pediatric migraines by race, ethnicity, and language for care (REaL). METHODS We analyzed treatment patterns and outcomes in our ED for acute migraine in pediatric patients by REaL. Retrospective data on treatments, length of stay (LOS), and charges were collected from the electronic medical record for pediatric patients on the ED migraine pathway from October 2016 to February 2020. Patient race/ethnicity and language for care were self-reported at registration. We analyzed two treatment groups: receipt of oral (PO) or intranasal (IN) medications only or intravenous (IV) ± IN/PO medications. A total of 833 patients (median age 14.8 years, interquartile range [IQR] 12.3-16.5 years; 67% female, 51% non-Hispanic White (nHW), 23% Hispanic, 8.3% Black or African American, 4.3% Asian) were included. A total of 287 received PO/IN medications only and 546 received IV medications. RESULTS Initial pain scores in the two groups were similar. Patients who were Asian, Black or African American, and Hispanic or had a language for care other than English (LOE) had significantly lower odds of receiving IV treatment, while patients who were nHW and preferred English had higher odds of receiving IV treatment. The IV treatment group had longer LOS and ED charges. Pediatric ED patients with migraine who were Black, Asian, and Hispanic or had a LOE had a decreased likelihood of receiving IV therapies while patients who were nHW were more likely to receive IV treatments, despite similar initial pain scores. CONCLUSIONS These data align with previous studies on pain management disparities and highlight another area where we must improve equity for patients in the ED.
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Affiliation(s)
- Emily A Hartford
- Pediatric Emergency Medicine, University of Washington, Seattle, Washington, USA
| | - Heidi Blume
- Pediatric Neurology, Seattle Children's Hospital, University of Washington, Seattle, Washington, USA
| | - Dwight Barry
- Clinical Analytics, Seattle Children's Hospital, Seattle, Washington, USA
| | - Jessica Hauser Chatterjee
- Pediatric Neurology, Seattle Children's Hospital, University of Washington, Seattle, Washington, USA
| | - Emily Law
- Center for Child Health, Behavior & Development, University of Washington, Anesthesiology & Pain Medicine, & Seattle Children's Research Institute, Seattle, Washington, USA
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Shaw RE, Staffa SJ, Nasr VG, Tung C. Impact of Parental Primary Spoken Language on Postoperative Pain Management in Children, a Retrospective Cohort Study. CHILDREN 2022; 9:children9050739. [PMID: 35626916 PMCID: PMC9139688 DOI: 10.3390/children9050739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 05/09/2022] [Accepted: 05/13/2022] [Indexed: 11/23/2022]
Abstract
Background: Healthcare providers encounter varying languages every day in patient care. The goal of this study was to examine whether a difference exists in pain scoring and treatment amongst pediatric patients whose families’ primary language was not English. We hypothesized that patients of both Arabic-speaking (AS) and Spanish-speaking (SS) backgrounds received higher pain scores and higher daily opioid equivalents (OEs) postoperatively compared to English-speaking (ES) patients. Methods: This was a retrospective cohort study of patients undergoing surgery for treatment of various esophageal and airway disorders from 2014 to 2019. Records were queried for patients undergoing thoracotomies for treatment of esophageal and airway disorders. Analysis was focused on the three most common languages in this selected population: English, Arabic, and Spanish. Propensity score matching was utilized for comparisons of pain scores between AS, SS, and ES patient groups. Primary outcomes were opioid equivalents (OEs) and pain scores postoperatively. Multivariable median regression analysis was used to perform an adjusted comparison of pain scores as well as OEs. Results: A total of 610 patient encounters were included in our analysis. In propensity matched analysis, there were no significant differences in OEs between all groups postoperatively. However, statistically significant higher pain scores were reported in the ES group matched AS groups. Conclusions: Language differences did not lead to difference in pain assessment and treatment.
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Affiliation(s)
- Robert E. Shaw
- Division of Pediatric Anesthesia, Department of Anesthesiology, University of Wisconsin, Madison, WI 53792, USA
- Correspondence:
| | - Steven J. Staffa
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (S.J.S.); (V.G.N.); (C.T.)
| | - Viviane G. Nasr
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (S.J.S.); (V.G.N.); (C.T.)
| | - Cynthia Tung
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (S.J.S.); (V.G.N.); (C.T.)
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16
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Robbertz AS, Shneider C, Cohen LL. The role of nursing student training status and anxiety in pediatric pain assessment. CHILDRENS HEALTH CARE 2022. [DOI: 10.1080/02739615.2022.2051512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
| | - Caitlin Shneider
- Department of Psychology, Georgia State University, Atlanta, GA, USA
| | - Lindsey L. Cohen
- Department of Psychology, Georgia State University, Atlanta, GA, USA
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Tucker Edmonds B, Schmidt A, Walker VP. Addressing bias and disparities in periviable counseling and care. Semin Perinatol 2022; 46:151524. [PMID: 34836664 DOI: 10.1016/j.semperi.2021.151524] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Addressing bias and disparities in counseling and care requires that we contend with dehumanizing attitudes, stereotypes, and beliefs that our society and profession holds towards people of color, broadly, and Black birthing people in particular. It also necessitates an accounting of the historically informed, racist ideologies that shape present-day implicit biases. These biases operate in a distinctly complex and damaging manner in the context of end-of-life care, which centers around questions related to human pain, suffering, and value. Therefore, this paper aims to trace biases and disparities that operate in periviable care, where end-of-life decisions are made at the very beginning of life. We start from a historical context to situate racist ideologies into present day stereotypes and tropes that dehumanize and disadvantage Black birthing people and Black neonates in perinatal care. Here, we review the literature, address historical incidents and consider their impact on our ability to deliver patient-centered periviable care.
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Affiliation(s)
- Brownsyne Tucker Edmonds
- Associate Professor of Obstetrics and Gynecology & Vice Chair for Faculty Development and Diversity, Department of Obstetrics and Gynecology; Assistant Dean for Diversity Affairs, Indiana University School of Medicine, Indianapolis, IN.
| | | | - Valencia P Walker
- Associate Chief Diversity & Health Equity Officer, Nationwide Children's Hospital; Associate Division Chief for Health Equity & Inclusion, Department of Pediatrics, Division of Neonatology, The Ohio State University College of Medicine
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Salamon KS, Carlson M, Hildenbrand AK. Who Gets Referred? A Pilot Study of Risk Stratification and Treatment Referral in Pediatric Headache Using the Pediatric Pain Screening Tool. J Pediatr Psychol 2021; 47:403-411. [PMID: 34757430 DOI: 10.1093/jpepsy/jsab117] [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: 05/01/2021] [Revised: 10/05/2021] [Accepted: 10/12/2021] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE Headaches are common among youth and are associated with significant negative outcomes. Despite advances in interdisciplinary treatments for youth with chronic pain, research suggests disparities in access to these services. METHODS A total of 186 youth (M = 14.19 years old, 70.8% female) presenting to a neurology appointment at a children's hospital system were screened using the Pediatric Pain Screening Tool (PPST), a brief, validated measure to identify youth that may benefit from additional pain management services. RESULTS Two-thirds of participants (n = 124, 66.7%) screened as medium or high risk on the PPST. Risk categorization did not vary by patient age or sex. A greater proportion of Hispanic/Latino patients were categorized as low-risk relative to non-Hispanic/Latino patients (55.6% vs. 30.1%), and a somewhat lower proportion of patients of color were categorized as medium-risk relative to White patients (14.0% vs. 30.5%). Three-quarters (n = 94, 75.8%) of patients who were screened as medium or high risk were not referred for any additional pain management services. Referrals did not vary by patient age or ethnicity. While not statistically significant, a lower proportion of males received referrals at both medium (8.3% vs. 17.6%) and high levels of risk (15.8% vs. 34.5%), and a greater proportion of youth of color who screened as medium risk received referrals relative to White youth categorized as medium risk (37.5% vs. 10.3%). CONCLUSION Future research should continue to explore factors influencing decision-making regarding referral to specialized pain management services for youth with headache.
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Affiliation(s)
- Katherine S Salamon
- Division of Behavioral Health, Department of Pediatrics, Nemours/A. I. duPont Hospital for Children, USA
| | - Megan Carlson
- Division of Behavioral Health, Department of Pediatrics, Nemours/A. I. duPont Hospital for Children, USA.,Center for Healthcare Delivery Science, Nemours Children's Health System, USA
| | - Aimee K Hildenbrand
- Division of Behavioral Health, Department of Pediatrics, Nemours/A. I. duPont Hospital for Children, USA.,Center for Healthcare Delivery Science, Nemours Children's Health System, USA
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Abstract
Rationale: Racial disparities in pain management have been previously reported for children receiving emergency care.Objectives: To determine whether patient race or ethnicity is associated with the broader goal of pain management and sedation among pediatric patients mechanically ventilated for acute respiratory failure.Methods: Planned secondary analysis of RESTORE (Randomized Evaluation of Sedation Titration for Respiratory Failure). RESTORE, a cluster-randomized clinical trial conducted in 31 U.S. pediatric intensive care units, compared protocolized sedation management (intervention arm) with usual care (control arm). Participants included 2,271 children identified as non-Hispanic white (white, n = 1,233), non-Hispanic Black (Black, n = 502), or Hispanic of any race (Hispanic, n = 536).Results: Within each treatment arm, neither opioid nor benzodiazepine selection, nor cumulative dosing, differed significantly among race and ethnicity groups. Black patients experienced fewer days with an episode of pain (compared with white patients in the control arm and with Hispanic patients in the intervention arm) and experienced less iatrogenic withdrawal syndrome (compared with white patients in either arm or with Hispanic patients in the intervention arm). The percentage of days awake and calm while intubated was not significantly different in pairwise comparisons by race and ethnicity groups in either the control arm (median: white, 75%; Black, 71%; Hispanic, 75%) or the intervention arm (white, 86%; Black, 88%; Hispanic, 85%).Conclusions: Across multiple measures, our study found scattered differences in sedation management among critically ill Black, Hispanic, and white children that did not consistently favor any group. However, racial disparities related to implicit bias cannot be completely ruled out.Clinical trial registered with clinicaltrials.gov (NCT00814099).
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20
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Brawley OW. Prostate cancer and the social construct of race. Cancer 2021; 127:1374-1376. [PMID: 33721331 DOI: 10.1002/cncr.33417] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 11/29/2020] [Accepted: 11/29/2020] [Indexed: 11/08/2022]
Affiliation(s)
- Otis W Brawley
- Department of Oncology, Johns Hopkins School of Medicine, Baltimore, Maryland.,Department of Epidemiology, Bloomberg School of Public Health, Baltimore, Maryland
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21
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Abstract
Medical research in children typically lags behind that of adult research in both quantity and quality. The conduct of rigorous clinical trials in children can raise ethical concerns because of children's status as a 'vulnerable' population. Moreover, carrying out studies in pediatrics also requires logistical considerations that rarely occur with adult clinical trials. Due to the relatively smaller number of pediatric studies to support evidence-based medicine, the practice of medicine in children is far more reliant upon expert opinion than in adult medicine. Children are at risk of not receiving the same level of benefits from precision medicine research, which has flourished with new technologies capable of generating large amounts of data quickly at an individual level. Although progress has been made in pediatric pharmacokinetics, which has led to safer and more effective dosing, gaps in knowledge still exists when it comes to characterization of pediatric disease and differences in pharmacodynamic response between children and adults. This review highlights three specific therapeutic areas where biomarker development can enhance precision medicine in children: asthma, type 2 diabetes mellitus, and pain. These 'case studies' are meant to update the reader on biomarkers used currently in the diagnosis and treatment of these conditions, and their shortcomings within a pediatric context. Current research on surrogate endpoints and pharmacodynamic biomarkers in the above therapeutic areas will also be described. These cases highlight the current lack in pediatric specific surrogate endpoints and pharmacodynamic biomarkers, as well as the research presently being conducted to address these deficiencies. We finally briefly highlight other therapeutic areas where further research in pediatric surrogate endpoints and pharmacodynamic biomarkers can be impactful to the care of children.
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