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Cuneo AA, Sifflet C, Bardach N, Ly N, von Scheven E, Perito ER. Pediatric Medical Traumatic Stress and Trauma-Informed Care in Pediatric Chronic Illness: A Healthcare Provider Survey. J Pediatr 2023; 261:113580. [PMID: 37353148 DOI: 10.1016/j.jpeds.2023.113580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 06/06/2023] [Accepted: 06/16/2023] [Indexed: 06/25/2023]
Abstract
OBJECTIVE To inform approaches to pediatric medical traumatic stress (PMTS) by exploring providers' (1) perception of the impact of PMTS on the medical care of patients with pediatric-onset chronic illnesses, (2) self-reported competencies and practices of PMTS prevention, treatment, and counseling, and (3) perception of the barriers influencing the adoption of these practices. STUDY DESIGN A convenience sample of multidisciplinary healthcare providers was recruited through a multimodal recruitment strategy to participate in an electronic survey adapted from the Trauma-Informed Care Provider Survey. RESULTS Among participants (n = 304), 99% agreed that PMTS impacts patient health. Participants report altering medical care plans due to PMTS, including deferring or stopping treatments (n = 98 [32%]) and changing medication regimens (n = 88 [29%]). Sixty-eight percent (n = 208) report negative impact of PMTS on patient implementation of medical care plans, including medication nonadherence (n = 153 [50%]) and missed appointments (n = 119 [39%]). Although participants agreed it is their job to decrease patient stress (n = 292 [96%]) and perform PMTS assessments (n = 268 [88%]), few practiced PMTS-focused trauma informed care. Systems-level barriers to practice included insufficient training, absent clinical workflows, and lack of access to mental health experts. CONCLUSIONS Our findings have helped inform a conceptual framework for understanding the relationship between PMTS and health outcomes. Systems-level opportunities to optimize PMTS-focused trauma-informed care include (1) dissemination of provider training, (2) integrated workflows for PMTS mitigation, and (3) enhanced accessibility to mental health providers. Further work is required to determine if these interventions can improve health outcomes in patients with pediatric-onset chronic illnesses.
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Affiliation(s)
- Addison A Cuneo
- Department of Pediatrics, University of California San Francisco, San Francisco, CA.
| | - Christopher Sifflet
- School of Public Health, University of California, Berkeley, Berkeley, CA; School of Medicine, University of California, San Francisco, San Francisco, CA
| | - Naomi Bardach
- Department of Pediatrics, University of California San Francisco, San Francisco, CA
| | - Ngoc Ly
- Department of Pediatrics, University of California San Francisco, San Francisco, CA
| | - Emily von Scheven
- Department of Pediatrics, University of California San Francisco, San Francisco, CA
| | - Emily R Perito
- Department of Pediatrics, University of California San Francisco, San Francisco, CA
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Maya S, McCorvie R, Jacobson K, Shete PB, Bardach N, Kahn JG. COVID-19 Testing Strategies for K-12 Schools in California: A Cost-Effectiveness Analysis. IJERPH 2022; 19:ijerph19159371. [PMID: 35954728 PMCID: PMC9367893 DOI: 10.3390/ijerph19159371] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/26/2022] [Accepted: 07/28/2022] [Indexed: 11/16/2022]
Abstract
Public health officials must provide guidance on operating schools safely during the COVID-19 pandemic. Using data from April–December 2021, we conducted a cost-effectiveness analysis to assess six screening strategies for schools using SARS-CoV-2 antigen and PCR tests and varying screening frequencies for 1000 individuals. We estimated secondary infections averted, quality-adjusted life years (QALYs), cost per QALY gained, and unnecessary school days missed per infection averted. We conducted sensitivity analyses for the more transmissible Omicron variant. Weekly antigen testing with PCR follow-up for positives was the most cost-effective option given moderate transmission, adding 0.035 QALYs at a cost of USD 320,000 per QALY gained in the base case (Reff = 1.1, prevalence = 0.2%). This strategy had the fewest needlessly missed school days (ten) per secondary infection averted. During widespread community transmission with Omicron (Reff = 1.5, prevalence = 5.8%), twice weekly antigen testing with PCR follow-up led to 2.02 QALYs gained compared to no test and cost the least (USD 187,300), with 0.5 needlessly missed schooldays per infection averted. In periods of moderate community transmission, weekly antigen testing with PCR follow up can help reduce transmission in schools with minimal unnecessary days of school missed. During widespread community transmission, twice weekly antigen screening with PCR confirmation is the most cost-effective and efficient strategy. Schools may benefit from resources to implement routine asymptomatic testing during surges; benefits decline as community transmission declines.
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Affiliation(s)
- Sigal Maya
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 490 Illinois St., Floor 7, San Francisco, CA 94158, USA; (N.B.); (J.G.K.)
- Correspondence:
| | - Ryan McCorvie
- California Department of Public Health, Fresno, CA 95899, USA; (R.M.); (K.J.)
| | - Kathleen Jacobson
- California Department of Public Health, Fresno, CA 95899, USA; (R.M.); (K.J.)
| | - Priya B. Shete
- Department of Medicine, University of California San Francisco, San Francisco, CA 94143, USA;
| | - Naomi Bardach
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 490 Illinois St., Floor 7, San Francisco, CA 94158, USA; (N.B.); (J.G.K.)
- Safe Schools for All, California Health and Human Services, Sacramento, CA 95814, USA
| | - James G. Kahn
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, 490 Illinois St., Floor 7, San Francisco, CA 94158, USA; (N.B.); (J.G.K.)
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Petragallo R, Bardach N, Ramirez E, Lamb JM. Barriers and facilitators to clinical implementation of radiotherapy treatment planning automation: A survey study of medical dosimetrists. J Appl Clin Med Phys 2022; 23:e13568. [PMID: 35239234 PMCID: PMC9121037 DOI: 10.1002/acm2.13568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/22/2021] [Accepted: 02/03/2022] [Indexed: 11/30/2022] Open
Abstract
PURPOSE Little is known about the scale of clinical implementation of automated treatment planning techniques in the United States. In this work, we examine the barriers and facilitators to adoption of commercially available automated planning tools into the clinical workflow using a survey of medical dosimetrists. METHODS/MATERIALS Survey questions were developed based on a literature review of automation research and cognitive interviews of medical dosimetrists at our institution. Treatment planning automation was defined to include auto-contouring and automated treatment planning. Survey questions probed frequency of use, positive and negative perceptions, potential implementation changes, and demographic and institutional descriptive statistics. The survey sample was identified using both a LinkedIn search and referral requests sent to physics directors and senior physicists at 34 radiotherapy clinics in our state. The survey was active from August 2020 to April 2021. RESULTS Thirty-four responses were collected out of 59 surveys sent. Three categories of barriers to use of automation were identified. The first related to perceptions of limited accuracy and usability of the algorithms. Eighty-eight percent of respondents reported that auto-contouring inaccuracy limited its use, and 62% thought it was difficult to modify an automated plan, thus limiting its usefulness. The second barrier relates to the perception that automation increases the probability of an error reaching the patient. Third, respondents were concerned that automation will make their jobs less satisfying and less secure. Large majorities reported that they enjoyed plan optimization, would not want to lose that part of their job, and expressed explicit job security fears. CONCLUSION To our knowledge this is the first systematic investigation into the views of automation by medical dosimetrists. Potential barriers and facilitators to use were explicitly identified. This investigation highlights several concrete approaches that could potentially increase the translation of automation into the clinic, along with areas of needed research.
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Affiliation(s)
- Rachel Petragallo
- Department of Radiation OncologyUniversity of CaliforniaLos AngelesCaliforniaUSA
| | - Naomi Bardach
- Department of PediatricsUniversity of CaliforniaSan FranciscoCaliforniaUSA
| | - Ezequiel Ramirez
- Department of Radiation OncologyUniversity of CaliforniaSan FranciscoCaliforniaUSA
| | - James M. Lamb
- Department of Radiation OncologyUniversity of CaliforniaLos AngelesCaliforniaUSA
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Connell SK, Burkhart Q, Tolpadi A, Parast L, Gidengil CA, Yung S, Basco WT, Williams D, Britto MT, Brittan M, Wood KE, Bardach N, McGalliard J, Mangione-Smith R. Quality of Care for Youth Hospitalized for Suicidal Ideation and Self-Harm. Acad Pediatr 2021; 21:1179-1186. [PMID: 34058402 PMCID: PMC8448557 DOI: 10.1016/j.acap.2021.05.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 05/18/2021] [Accepted: 05/20/2021] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To examine performance on quality measures for pediatric inpatient suicidal ideation/self-harm care, and whether performance is associated with reutilization. METHODS Retrospective observational 8 hospital study of patients [N = 1090] aged 5 to 17 years hospitalized for suicidal ideation/self-harm between 9/1/14 and 8/31/16. Two medical records-based quality measures assessing suicidal ideation/self-harm care were evaluated, one on counseling caregivers regarding restricting access to lethal means and the other on communication between inpatient and outpatient providers regarding the follow-up plan. Multivariable logistic regression assessed associations between quality measure scores and 1) hospital site, 2) patient demographics, and 3) 30-day emergency department return visits and inpatient readmissions. RESULTS Medical record documentation revealed that, depending on hospital site, 17% to 98% of caregivers received lethal means restriction counseling (mean 70%); inpatient-to-outpatient provider communication was documented in 0% to 51% of cases (mean 16%). The odds of documenting receipt of lethal means restriction counseling was higher for caregivers of female patients compared to caregivers of male patients (adjusted odds ratio [aOR] 1.51, 95% confidence interval [CI], 1.07-2.14). The odds of documenting inpatient-to-outpatient provider follow-up plan communication was lower for Black patients compared to White patients (aOR 0.45, 95% CI, 0.24-0.84). All-cause 30-day readmission was lower for patients with documented caregiver receipt of lethal means restriction counseling (aOR 0.48, 95% CI, 0.28-0.83). CONCLUSIONS This study revealed disparities and deficits in the quality of care received by youth with suicidal ideation/self-harm. Providing caregivers lethal means restriction counseling prior to discharge may help to prevent readmission.
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Affiliation(s)
- Sarah K Connell
- Department of Pediatrics, University of Washington (SK Connell), Seattle, Wash; Center for Child Health, Behavior, and Development, Seattle Children's Research Institute (SK Connell and J McGalliard), Seattle, Wash.
| | - Q Burkhart
- RAND Corporation (Q Burkhart, A Tolpadi, L Parast), Santa Monica, Calif
| | - Anagha Tolpadi
- RAND Corporation (Q Burkhart, A Tolpadi, L Parast), Santa Monica, Calif
| | - Layla Parast
- RAND Corporation (Q Burkhart, A Tolpadi, L Parast), Santa Monica, Calif
| | | | - Steven Yung
- Mount Sinai Hospital (S Yung), New York, NY; Maimonides Medical Center (S Yung), Brooklyn, NY
| | - William T Basco
- Medical University of South Carolina (WT Basco), Charleston, SC
| | - Derek Williams
- Vanderbilt University Medical Center (D Williams), Nashville, Tenn
| | - Maria T Britto
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine (MT Britto), Cincinnati, Ohio
| | - Mark Brittan
- Children's Hospital Colorado (M Brittan), Aurora, Colo
| | - Kelly E Wood
- University of Iowa Stead Family Children's Hospital (KE Wood), Iowa City, Iowa
| | - Naomi Bardach
- UCSF Department of Pediatrics (N Bardach), San Francisco, Calif
| | - Julie McGalliard
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute (SK Connell and J McGalliard), Seattle, Wash
| | - Rita Mangione-Smith
- Kaiser Permanente Washington Health Research Institute (R Mangione-Smith), Seattle, Wash
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Grob R, Schlesinger M, Barre LR, Bardach N, Lagu T, Shaller D, Parker AM, Martino SC, Finucane ML, Cerully JL, Palimaru A. What Words Convey: The Potential for Patient Narratives to Inform Quality Improvement. Milbank Q 2019; 97:176-227. [PMID: 30883954 DOI: 10.1111/1468-0009.12374] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Policy Points Narratives about patients' experiences with outpatient care are essential for quality improvement because they convey ample actionable information that both elaborates on existing domains within patient experience surveys and describes multiple additional domains that are important to patients. The content of narrative feedback from patients can potentially be translated to improved quality in multiple ways: clinicians can learn from their own patients, groups of clinicians can learn from the experience of their peers' patients, and health system administrators can identify and respond to patterns in patients' accounts that reflect systemic challenges to quality. Consistent investment by payers and providers is required to ensure that patient narratives are rigorously collected, analyzed fully, and effectively used for quality improvement. CONTEXT For the past 25 years, health care providers and health system administrators have sought to improve care by surveying patients about their experiences. More recently, policymakers have acted to promote this learning by deploying financial incentives tied to survey scores. This article explores the potential of systematically elicited narratives about experiences with outpatient care to enrich quality improvement. METHODS Narratives were collected from 348 patients recruited from a nationally representative Internet panel. Drawing from the literature on health services innovation, we developed a two-part coding schema that categorized narrative content in terms of (a) the aspects of care being described, and (b) the actionability of this information for clinicians, quality improvement staff, and health system administrators. Narratives were coded using this schema, with high levels of reliability among the coders. FINDINGS The scope of outpatient narratives divides evenly among aspects of care currently measured by patient experience surveys (35% of content), aspects related to measured domains but not captured by existing survey questions (31%), and aspects of care that are omitted from surveys entirely (34%). Overall, the narrative data focused heavily on relational aspects of care (43%), elaborating on this aspect of experience well beyond what is captured with communication-related questions on existing surveys. Three-quarters of elicited narratives had some actionable content, and almost a third contained three or more separate actionable elements. CONCLUSIONS In a health policy environment that incentivizes attention to patient experience, rigorously elicited narratives hold substantial promise for improving quality in general and patients' experiences with care in particular. They do so in two ways: by making concrete what went wrong or right in domains covered by existing surveys, and by expanding our view of what aspects of care matter to patients as articulated in their own words and thus how care can be made more patient-centered. Most narratives convey experiences that are potentially actionable by those committed to improving health care quality in outpatient settings.
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Affiliation(s)
- Rachel Grob
- University of Wisconsin-Madison Law School and University of Wisconsin-Madison School of Medicine and Public Health
| | | | | | | | - Tara Lagu
- University of Massachusetts Medical School-Baystate
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Cohen E, Hall M, Lopert R, Bruen B, Chamberlain LJ, Bardach N, Gedney J, Zima BT, Berry JG. High-Expenditure Pharmaceutical Use Among Children in Medicaid. Pediatrics 2017; 140:peds.2017-1095. [PMID: 28765380 DOI: 10.1542/peds.2017-1095] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/05/2017] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Medication use may be a target for quality improvement, cost containment, and research. We aimed to identify medication classes associated with the highest expenditures among pediatric Medicaid enrollees and to characterize the demographic, clinical, and health service use of children prescribed these medications. METHODS Retrospective, cross-sectional study of 3 271 081 Medicaid-enrolled children. Outpatient medication spending among high-expenditure medication classes, defined as the 10 most expensive among 261 mutually exclusive medication classes, was determined by using transaction prices paid to pharmacies by Medicaid agencies and managed care plans among prescriptions filled and dispensed in 2013. RESULTS Outpatient medications accounted for 16.6% of all Medicaid expenditures. The 10 most expensive medication classes accounted for 63.9% of all medication expenditures. Stimulants (amphetamine-type) accounted for both the highest proportion of expenditures (20.6%) and days of medication use (14.0%) among medication classes. Users of medications in the 10 highest-expenditure classes were more likely to have a chronic condition of any complexity (77.9% vs 41.6%), a mental health condition (35.7% vs 11.9%), or a complex chronic condition (9.8% vs 4.3%) than other Medicaid enrollees (all P < .001). The 4 medications with the highest spending were all psychotropic medications. Polypharmacy was common across all high-expenditure classes. CONCLUSIONS Medicaid expenditure on pediatric medicines is concentrated among a relatively small number of medication classes most commonly used in children with chronic conditions. Interventions to improve medication safety and effectiveness and contain costs may benefit from better delineation of the appropriate prescription of these medications.
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Affiliation(s)
- Eyal Cohen
- Department of Pediatrics and Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, Ontario; .,Division of Pediatric Medicine, Hospital for Sick Children, Toronto, Ontario
| | - Matt Hall
- Children's Hospital Association, Lenexa, Kansas
| | - Ruth Lopert
- Department of Health Policy and Management, Milken Institute School of Public Health, George Washington University, Washington, District of Columbia
| | - Brian Bruen
- Department of Health Policy and Management, Milken Institute School of Public Health, George Washington University, Washington, District of Columbia
| | - Lisa J Chamberlain
- Center for Health Policy and Center for Primary Care and Outcomes Research, Stanford University, Stanford, California, and Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Naomi Bardach
- Division of General Pediatrics, Philip R. Lee Institute for Health Policy Studies, Department of Pediatrics, School of Medicine, University of California, San Francisco, San Francisco, California
| | | | - Bonnie T Zima
- UCLA-Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California; and
| | - Jay G Berry
- Division of General Pediatrics, Harvard Medical School, Harvard University, Boston, Massachusetts
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Bardach N, Zhao S, Pantilat S, Johnston SC. Adjustment for do-not-resuscitate orders reverses the apparent in-hospital mortality advantage for minorities. Am J Med 2005; 118:400-8. [PMID: 15808138 DOI: 10.1016/j.amjmed.2005.01.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2003] [Accepted: 09/21/2004] [Indexed: 12/21/2022]
Abstract
PURPOSE The use of do-not-resuscitate (DNR) orders may differ by sex or ethnicity, and DNR status may be associated with outcomes for hospitalized patients. Thus, we sought to determine whether differences in rates of DNR by sex and ethnicity influenced differences in mortality. SUBJECTS AND METHODS We included all patients admitted to nonfederal California hospitals in 1999 with stroke, congestive heart failure, pneumonia, chronic obstructive pulmonary disease, chronic renal failure, angina, or diabetes mellitus. Rates of physician orders for DNR written within 24 hours of hospital admission and in-hospital mortality were compared between sexes and ethnicities after adjustment for age, admission source and diagnosis, payment type, and comorbidity scores in multivariable logistic regression models. RESULTS Of 327890 patients included, 25196 (7.7%) had DNR orders. In adjusted models, women were more likely to have DNR orders than men (odds ratio [OR] 1.19; 95% confidence interval 1.16-1.23; P <0.001) and non-Hispanic whites were more likely to have DNR orders than other ethnicities (OR 1.75; 1.69-1.82; P <0.001). Overall, 13549 (4.1%) patients died in the hospital. Risk of death was greater in those with a DNR order (OR 7.0; 6.7-7.3; P <0.001). Non-Hispanic whites appeared to have a greater risk of in-hospital death in adjusted models (OR 1.09; 1.04-1.12; P <0.001) when DNR status was ignored; however, the risk of death appeared to be lower in non-Hispanic whites in the complete model with DNR included (OR 0.94; 0.90-0.99; P = 0.01). A survival advantage for women was also more apparent after including DNR status in the adjusted model. CONCLUSIONS Women and non-Hispanic whites are more likely to have DNR orders. DNR status affected the measurement of sex-ethnic differences in mortality risk.
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Affiliation(s)
- Naomi Bardach
- Department of Neurology, University of California-San Francisco, 505 Parnassus Avenue, San Francisco, CA 94143, USA
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