98 results on '"Nuckols TK"'
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2. The effectiveness of computerized order entry at reducing preventable adverse drug events and medication errors in hospital settings: A systematic review and meta-analysis
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Nuckols, TK, Smith-Spangler, C, Morton, SC, Asch, SM, Patel, VM, Anderson, LJ, Deichsel, EL, Shekelle, PG, Nuckols, TK, Smith-Spangler, C, Morton, SC, Asch, SM, Patel, VM, Anderson, LJ, Deichsel, EL, and Shekelle, PG
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Background: The Health Information Technology for Economic and Clinical Health (HITECH) Act subsidizes implementation by hospitals of electronic health records with computerized provider order entry (CPOE), which may reduce patient injuries caused by medication errors (preventable adverse drug events, pADEs). Effects on pADEs have not been rigorously quantified, and effects on medication errors have been variable. The objectives of this analysis were to assess the effectiveness of CPOE at reducing pADEs in hospital-related settings, and examine reasons for heterogeneous effects on medication errors. Methods: Articles were identified using MEDLINE, Cochrane Library, Econlit, web-based databases, and bibliographies of previous systematic reviews (September 2013). Eligible studies compared CPOE with paper-order entry in acute care hospitals, and examined diverse pADEs or medication errors. Studies on children or with limited event-detection methods were excluded. Two investigators extracted data on events and factors potentially associated with effectiveness. We used random effects models to pool data. Results: Sixteen studies addressing medication errors met pooling criteria; six also addressed pADEs. Thirteen studies used pre-post designs. Compared with paper-order entry, CPOE was associated with half as many pADEs (pooled risk ratio (RR) = 0.47, 95% CI 0.31 to 0.71) and medication errors (RR = 0.46, 95% CI 0.35 to 0.60). Regarding reasons for heterogeneous effects on medication errors, five intervention factors and two contextual factors were sufficiently reported to support subgroup analyses or meta-regression. Differences between commercial versus homegrown systems, presence and sophistication of clinical decision support, hospital-wide versus limited implementation, and US versus non-US studies were not significant, nor was timing of publication. Higher baseline rates of medication errors predicted greater reductions (P < 0.001). Other context and implementation
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- 2014
3. Selection of workers' compensation treatment guidelines: California experience.
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Harber P, Wynn BO, Lim Y, Mattke S, Asch SM, and Nuckols TK
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- 2008
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4. Costs of intravenous adverse drug events in academic and nonacademic intensive care units.
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Nuckols TK, Paddock SM, Bower AG, Rothschild JM, Fairbanks RJ, Carlson B, Panzer RJ, and Hilborne LH
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- 2008
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5. Identifying risk factors for adverse drug events in intensive care unit provides actionable opportunities to customize medication management*.
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Nuckols TK and Nuckols, Teryl K
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- 2012
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6. Refining quality measures for electrodiagnostic testing in suspected carpal tunnel syndrome to account for acceptable variations in practice: Expert review process.
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Shetty KD, Basu AR, and Nuckols TK
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- Humans, Neural Conduction physiology, Carpal Tunnel Syndrome diagnosis, Carpal Tunnel Syndrome physiopathology, Electrodiagnosis standards, Electrodiagnosis methods
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Introduction/aims: Using a set of process-of-care quality measures for electrodiagnostic testing in suspected carpal tunnel syndrome (CTS), the research team previously documented large variations in electrodiagnostic testing practices and adherence to quality measures. This study sought to enhance the applicability and validity of the quality measures by integrating acceptable variations in testing practices., Methods: We recruited 13 expert electrodiagnostic medicine specialists from five specialty societies. The experts iteratively refined five quality measures, and then rated the validity of the refined quality measures (1-9 scale). During this process, the experts reviewed data on adherence to existing quality measures and variations in electrodiagnostic testing practices, and considered recently published quality measures from the American Association of Neuromuscular and Electrodiagnostic Medicine., Results: Three quality measures (electrodiagnostic testing before surgery for CTS, temperature assessment during electrodiagnostic testing, and electrodiagnostic criteria for severe median neuropathy) underwent few refinements and were rated valid (medians 8-9). Two measures (essential components of electrodiagnosis, criteria for interpreting electrodiagnostic tests as median neuropathy) were judged valid (medians 8) after revisions. For these measures, experts' ratings on the recommended components of sensory or mixed nerve conduction studies varied: agreement among the experts about the use of sensory peak latency was greater than for onset latency or sensory velocity., Discussion: This study produced quality measures that provide minimum standards for electrodiagnostic testing for suspected CTS that are more comprehensive and nuanced than prior versions. Future work can assess the feasibility, reliability, and validity of these refined measures in diverse physician practices., (© 2024 Wiley Periodicals LLC.)
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- 2024
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7. Racial Differences in Treatment Intensity at the End of Life Among Older Adults with Heart Failure: Evidence from the Health and Retirement Study.
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McCleskey SG, Vargas Bustamante A, Ahluwalia SC, Nuckols TK, Kominski GF, and Chuang E
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- Aged, Aged, 80 and over, Female, Humans, Male, Cross-Sectional Studies, Healthcare Disparities, United States, Black or African American, Heart Failure ethnology, Heart Failure therapy, Terminal Care, White
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Background: Black Americans experience the highest prevalence of heart failure (HF) and the worst clinical outcomes of any racial or ethnic group, but little is known about end-of-life care for this population. Objective: Compare treatment intensity between Black and White older adults with HF near the end of life. Design: Negative binomial and logistic regression analyses of pooled, cross-sectional data from the Health and Retirement Study (HRS). Setting/Subjects: A total of 1607 U.S. adults aged 65 years and older with HF who identify as Black or White, and whose proxy informant participated in an HRS exit interview between 2002 and 2016. Measurements: We compared four common measures of treatment intensity at the end of life (number of hospital admissions, receipt of care in an intensive care unit (ICU), utilization of life support, and whether the decedent died in a hospital) between Black and White HF patients, controlling for demographic, social, and health characteristics. Results: Racial identity was not significantly associated with the number of hospital admissions or admission to an ICU in the last 24 months of life. However, Black HF patients were more likely to spend time on life support (odds ratio [OR] = 2.16, confidence interval [CI] = 1.35-3.44, p = 0.00) and more likely to die in a hospital (OR = 1.53, CI = 1.03-2.28, p = 0.04) than White HF patients. Conclusion: Black HF patients were more likely to die in a hospital and to spend time on life support than White HF patients. Thoughtful and consistent engagement with HF patients regarding treatment preferences is an important step in addressing inequities.
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- 2024
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8. Geographic Access to Pediatric Orthopedic Surgeons in the United States: An Analysis of Sociodemographic Factors.
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Farivar D, Peterman NJ, Nilssen PK, Illingworth KD, Nuckols TK, and Skaggs DL
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- Humans, United States, Male, Female, Sociodemographic Factors, Child, Orthopedics statistics & numerical data, Orthopedic Surgeons statistics & numerical data, Health Services Accessibility statistics & numerical data
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Background: It is unclear how pediatric orthopedic surgeons are geographically distributed relative to their patients. The purpose of this study was to evaluate the geographic distribution of pediatric orthopedic surgeons in the United States., Materials and Methods: County-level data of actively practicing pediatric orthopedic surgeons were identified by matching several registries and membership logs. Data were used to calculate the distance between counties and nearest surgeon. Counties were categorized as "surgeon clusters" or "surgeon deserts" if the distance to the nearest surgeon was less than or greater than the national average and the average of all neighboring counties, respectively. Cohorts were then compared for differences in population characteristics using data obtained from the 2020 American Community Survey., Results: A total of 1197 unique pediatric orthopedic surgeons were identified. The mean distance to the nearest pediatric orthopedic surgeon for a patient residing in a surgeon desert or a surgeon cluster was 141.9±53.8 miles and 30.9±16.0 miles, respectively. Surgeon deserts were found to have lower median household incomes ( P <.001) and greater rates of children without health insurance ( P <.001). Multivariate analyses showed that higher Rural-Urban Continuum codes ( P <.001), Area Deprivation Index scores ( P <.001), and percentage of patients without health insurance ( P <.001) all independently required significantly greater travel distances to see a pediatric orthopedic surgeon., Conclusion: Pediatric orthopedic surgeons are not equally distributed in the United States, and many counties are not optimally served. Additional studies are needed to identify the relationship between travel distances and patient outcomes and how geographic inequalities can be minimized. [ Orthopedics . 2024;47(4):e204-e210.].
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- 2024
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9. Contextual barriers and enablers to establishing an addiction-focused consultation team for hospitalized adults with opioid use disorder.
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Evans SK, Ober AJ, Korn AR, Peltz A, Friedmann PD, Page K, Murray-Krezan C, Huerta S, Ryzewicz SJ, Tarhuni L, Nuckols TK, E Watkins K, and Danovitch I
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- Humans, Adult, Male, Female, Interviews as Topic, Opioid-Related Disorders therapy, Referral and Consultation organization & administration, Hospitalization, Patient Care Team organization & administration
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Background: Hospitalization presents an opportunity to begin people with opioid use disorder (OUD) on medications for opioid use disorder (MOUD) and link them to care after discharge; regrettably, people admitted to the hospital with an underlying OUD typically do not receive MOUD and are not connected with subsequent treatment for their condition. To address this gap, we launched a multi-site randomized controlled trial to test the effectiveness of a hospital-based addiction consultation team (the Substance Use Treatment and Recovery Team (START)) consisting of an addiction medicine specialist and care manager team that provide collaborative care and a specified intervention to people with OUD during the inpatient stay. Successful implementation of new practices can be impacted by organizational context, though no previous studies have examined context prior to implementation of addiction consultation services (ACS). This study assessed pre-implementation context for implementing a specialized ACS and tailoring it accordingly., Methods: We conducted semi-structured interviews with hospital administrators, physicians, physician assistants, nurses, and social workers at the three study sites between April and August 2021 before the launch of the pragmatic trial. Using an analytical framework based on the Consolidated Framework for Implementation Research, we completed a thematic analysis of interview data to understand potential barriers or enablers and perceptions about acceptability and feasibility., Results: We interviewed 28 participants across three sites. The following themes emerged across sites: (1) START is an urgently needed model for people with OUD; (2) Intervention adaptations are recommended to meet local and cultural needs; (3) Linking people with OUD to community clinicians is a highly needed component of START; (4) It is important to engage stakeholders across departments and roles throughout implementation. Across sites, participants generally saw a need for change from usual care to support people with OUD, and thought the START was acceptable and feasible to implement. Differences among sites included tailoring the START to support the needs of varying patient populations and different perceptions of the prevalence of OUD., Conclusions: Hospitals planning to implement an ACS in the inpatient setting may wish to engage in a systematic pre-implementation contextual assessment using a similar framework to understand and address potential barriers and contextual factors that may impact implementation. Pre-implementation work can help ensure the ACS and other new practices fit within each unique hospital context., (© 2024. The Author(s).)
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- 2024
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10. Surgical appropriateness nudges: Developing behavioral science nudges to integrate appropriateness criteria into the decision making of spine surgeons.
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Nuckols TK, Chen PG, Shetty KD, Brara HS, Anand N, Qureshi N, Skaggs DL, Doctor JN, Pevnick JM, and Mannion AF
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- Humans, Spine surgery, Decision Making, Surgeons, Scoliosis surgery, Spondylolisthesis surgery
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Background: Substantial variation exists in surgeon decision making. In response, multiple specialty societies have established criteria for the appropriate use of spine surgery. Yet few strategies exist to facilitate routine use of appropriateness criteria by surgeons. Behavioral science nudges are increasingly used to enhance decision making by clinicians. We sought to design "surgical appropriateness nudges" to support routine use of appropriateness criteria for degenerative lumbar scoliosis and spondylolisthesis., Methods: The work reflected Stage I of the NIH Stage Model for Behavioral Intervention Development and involved an iterative, multi-method approach, emphasizing qualitative methods. Study sites included two large referral centers for spine surgery. We recruited spine surgeons from both sites for two rounds of focus groups. To produce preliminary nudge prototypes, we examined sources of variation in surgeon decision making (Focus Group 1) and synthesized existing knowledge of appropriateness criteria, behavioral science nudge frameworks, electronic tools, and the surgical workflow. We refined nudge prototypes via feedback from content experts, site leaders, and spine surgeons (Focus Group 2). Concurrently, we collected data on surgical practices and outcomes at study sites. We pilot tested the refined nudge prototypes among spine surgeons, and surveyed them about nudge applicability, acceptability, and feasibility (scale 1-5, 5 = strongly agree)., Results: Fifteen surgeons participated in focus groups, giving substantive input and feedback on nudge design. Refined nudge prototypes included: individualized surgeon score cards (frameworks: descriptive social norms/peer comparison/feedback), online calculators embedded in the EHR (decision aid/mapping), a multispecialty case conference (injunctive norms/social influence), and a preoperative check (reminders/ salience of information/ accountable justification). Two nudges (score cards, preop checks) incorporated data on surgeon practices and outcomes. Six surgeons pilot tested the refined nudges, and five completed the survey (83%). The overall mean score was 4.0 (standard deviation [SD] 0.5), with scores of 3.9 (SD 0.5) for applicability, 4.1 (SD 0.5) for acceptability, and 4.0 (SD 0.5), for feasibility. Conferences had the highest scores 4.3 (SD 0.6) and calculators the lowest 3.9 (SD 0.4)., Conclusions: Behavioral science nudges might be a promising strategy for facilitating incorporation of appropriateness criteria into the surgical workflow of spine surgeons. Future stages in intervention development will test whether these surgical appropriateness nudges can be implemented in practice and influence surgical decision making., Competing Interests: Dr. Skaggs has not received separate funding for this study but previously received funding from NuVasive; royalties from Wolters Kluwer Health, Medtronic, Zimmer Biomet, Globus Medical; consulting fees from ZimmeBiomet, Globus Medical, Top Doctors, Orthobullets; patents pending or received with Medtronic, ZimmerBiomet; and stock or stock options from Zipline Medical, Green Sun Medical, Orthobullets. This does not alter our adherence to PLOS ONE policies on sharing data and materials., (Copyright: © 2024 Nuckols et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2024
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11. Health Care Delivery Innovations-Implementation Matters in Understanding What Works.
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Nuckols TK
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- 2024
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12. Quantifying EHR and Policy Factors Associated with the Gender Productivity Gap in Ambulatory, General Internal Medicine.
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Li H, Rotenstein L, Jeffery MM, Paek H, Nath B, Williams BL, McLean RM, Goldstein R, Nuckols TK, Hoq L, and Melnick ER
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- Male, Humans, Female, Longitudinal Studies, Internal Medicine, Efficiency, Organizational, Electronic Health Records, General Practitioners
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Background: The gender gap in physician compensation has persisted for decades. Little is known about how differences in use of the electronic health record (EHR) may contribute., Objective: To characterize how time on clinical activities, time on the EHR, and clinical productivity vary by physician gender and to identify factors associated with physician productivity., Design, Setting, and Participants: This longitudinal study included general internal medicine physicians employed by a large ambulatory practice network in the Northeastern United States from August 2018 to June 2021., Main Measures: Monthly data on physician work relative value units (wRVUs), physician and practice characteristics, metrics of EHR use and note content, and temporal trend variables., Key Results: The analysis included 3227 physician-months of data for 108 physicians (44% women). Compared with men physicians, women physicians generated 23.8% fewer wRVUs per month, completed 22.1% fewer visits per month, spent 4.0 more minutes/visit and 8.72 more minutes on the EHR per hour worked (all p < 0.001), and typed or dictated 36.4% more note characters per note (p = 0.006). With multivariable adjustment for physician age, practice characteristics, EHR use, and temporal trends, physician gender was no longer associated with productivity (men 4.20 vs. women 3.88 wRVUs/hour, p = 0.31). Typing/dictating fewer characters per note, relying on greater teamwork to manage orders, and spending less time on documentation were associated with higher wRVUs/hour. The 2021 E/M code change was associated with higher wRVUs/hour for all physicians: 10% higher for men physicians and 18% higher for women physicians (p < 0.001 and p = 0.009, respectively)., Conclusions: Increased team support, briefer documentation, and the 2021 E/M code change were associated with higher physician productivity. The E/M code change may have preferentially benefited women physicians by incentivizing time-intensive activities such as medical decision-making, preventive care discussion, and patient counseling that women physicians have historically spent more time performing., (© 2023. The Author(s).)
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- 2024
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13. Geographic access to pediatric neurosurgeons in the USA: an analysis of sociodemographic factors.
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Farivar D, Peterman NJ, Narendran N, Illingworth KD, Nuckols TK, Bonda D, and Skaggs DL
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- Humans, Child, United States, Sociodemographic Factors, Multivariate Analysis, Registries, Neurosurgeons, Surgeons
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Purpose: Geographic access to physicians has been shown to be unevenly distributed in the USA, with those in closer proximity having superior outcomes. The purpose of this study was to describe how geographic access to pediatric neurosurgeons varies across socioeconomic and demographic factors., Methods: Actively practicing neurosurgeons were identified by matching several registries and membership logs. This data was used to find their primary practice locations and the distance the average person in a county must travel to visit a surgeon. Counties were categorized into "surgeon deserts" and "surgeon clusters," which were counties where providers were significantly further or closer to its residents, respectively, compared to the national average. These groups were also compared for differences in population characteristics using data obtained from the 2020 American Community Survey., Results: A total of 439 pediatric neurosurgeons were identified. The average person in a surgeon desert and cluster was found to be 189.2 ± 78.1 miles and 39.7 ± 19.6 miles away from the nearest pediatric neurosurgeon, respectively. Multivariate analyses showed that higher Rural-Urban Continuum (RUC) codes (p < 0.001), and higher percentages of American Indian (p < 0.001) and Hispanic (p < 0.001) residents were independently associated with counties where the average person traveled significantly further to surgeons., Conclusion: Patients residing in counties with greater RUC codes and higher percentages of American Indian and Hispanic residents on average need to travel significantly greater distances to access pediatric neurosurgeons., (© 2023. The Author(s).)
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- 2024
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14. Variations in surgical practice and short-term outcomes for degenerative lumbar scoliosis and spondylolisthesis: do surgeon training and experience matter?
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Shetty KD, Chen PG, Brara HS, Anand N, Skaggs DL, Calsavara VF, Qureshi NS, Weir R, McKelvey K, and Nuckols TK
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- Humans, Retrospective Studies, Treatment Outcome, Scoliosis surgery, Scoliosis complications, Spondylolisthesis surgery, Spondylolisthesis complications, Spinal Fusion adverse effects, Spinal Fusion methods, Surgeons
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For diverse procedures, sizable geographic variation exists in rates and outcomes of surgery, including for degenerative lumbar spine conditions. Little is known about how surgeon training and experience are associated with surgeon-level variations in spine surgery practice and short-term outcomes. This retrospective observational analysis characterized variations in surgical operations for degenerative lumbar scoliosis or spondylolisthesis, two common age-related conditions. The study setting was two large spine surgery centers in one region during 2017-19. Using data (International Classification of Diseases-10th edition and current procedural terminology codes) extracted from electronic health record systems, we characterized surgeon-level variations in practice (use of instrumented fusion - a more extensive procedure that involves device-related risks) and short-term postoperative outcomes (major in-hospital complications and readmissions). Next, we tested for associations between surgeon training (specialty and spine fellowship) and experience (career stage and operative volume) and use of instrumented fusion as well as outcomes. Eighty-nine surgeons performed 2481 eligible operations. For the study diagnoses, spine surgeons exhibited substantial variation in operative volume, use of instrumented fusion, and postoperative outcomes. Among surgeons above the median operative volume, use of instrumented fusion ranged from 0% to >90% for scoliosis and 9% to 100% for spondylolisthesis, while rates of major in-hospital complications ranged from 0% to 25% for scoliosis and from 0% to 14% for spondylolisthesis. For scoliosis, orthopedic surgeons were more likely than neurosurgeons to perform instrumented fusion for scoliosis [49% vs. 33%, odds ratio (OR) = 2.3, 95% confidence interval (95% CI) 1.3-4.2, P-value = .006] as were fellowship-trained surgeons (49% vs. 25%, OR = 3.0, 95% CI 1.6-5.8; P = .001). Fellowship-trained surgeons had lower readmission rates. Surgeons with higher operative volumes used instrumented fusion more often (OR = 1.1, 95% CI 1.0-1.2, P < .05 for both diagnoses) and had lower rates of major in-hospital complications (OR = 0.91, 95% CI 0.85-0.97; P = .006). Surgical practice can vary greatly for degenerative spine conditions, even within the same region and among colleagues at the same institution. Surgical specialty and subspecialty, in addition to recent operative volume, can be linked to variations in spine surgeons' practice patterns and outcomes. These findings reinforce the notion that residency and fellowship training may contribute to variation and present important opportunities to optimize surgical practice over the course of surgeons' careers. Future efforts to reduce unexplained variation in surgical practice could test interventions focused on graduate medical education. Graphical Abstract., (© The Author(s) 2024. Published by Oxford University Press on behalf of International Society for Quality in Health Care.)
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- 2024
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15. Medication Safety Event Reporting: Factors That Contribute to Safety Events During Times of Organizational Stress.
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Cohen TN, Berdahl CT, Coleman BL, Seferian EG, Henreid AJ, Leang DW, and Nuckols TK
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- Humans, Risk Management, Hospitals, Academic Medical Centers, Medical Errors, Patient Safety, Medication Errors, COVID-19 epidemiology
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Background: Incident reports submitted during times of organizational stress may reveal unique insights., Purpose: To understand the insights conveyed in hospital incident reports about how work system factors affected medication safety during a coronavirus disease-2019 (COVID-19) surge., Methods: We randomly selected 100 medication safety incident reports from an academic medical center (December 2020 to January 2021), identified near misses and errors, and classified contributing work system factors using the Human Factors Analysis and Classification System-Healthcare., Results: Among 35 near misses/errors, incident reports described contributing factors (mean 1.3/report) involving skill-based errors (n = 20), communication (n = 8), and tools/technology (n = 4). Reporters linked 7 events to COVID-19., Conclusions: Skill-based errors were the most common contributing factors for medication safety events during a COVID-19 surge. Reporters rarely deemed events to be related to COVID-19, despite the tremendous strain of the surge on nurses. Future efforts to improve the utility of incident reports should emphasize the importance of describing work system factors., Competing Interests: The authors declare no conflict of interest., (Copyright © 2023 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2024
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16. A randomized controlled trial of a proactive analgesic protocol demonstrates reduced opioid use among hospitalized adults with inflammatory bowel disease.
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Berry SK, Takakura W, Patel D, Govalan R, Ghafari A, Kiefer E, Huang SC, Bresee C, Nuckols TK, and Melmed GY
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- Adult, Pregnancy, Female, Humans, Analgesics, Opioid adverse effects, Analgesics therapeutic use, Pain drug therapy, Randomized Controlled Trials as Topic, Opioid-Related Disorders drug therapy, Inflammatory Bowel Diseases complications, Inflammatory Bowel Diseases drug therapy, Inflammatory Bowel Diseases chemically induced
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Most hospitalized patients with inflammatory bowel disease (IBD) experience pain. Despite the known risks associated with opioids in IBD including risk for misuse, overdose, infection, readmission, and even death, opioid use is more prevalent in IBD than any other chronic gastrointestinal condition. Most hospitalized IBD patients receive opioids; however, opioids have not been shown to improve pain during hospitalization. We conducted a randomized controlled trial in hospitalized patients with IBD to evaluate the impact of a proactive opioid-sparing analgesic protocol. Wearable devices measured activity and sleep throughout their hospitalization. Chronic opioid users, post-operative, and pregnant patients were excluded. The primary endpoint was a change in pain scores from admission to discharge. Secondary endpoints included opioid use, functional activity, sleep duration and quality, and length of stay. Of 329 adults with IBD evaluated for eligibility, 33 were enrolled and randomized to the intervention or usual care. Both the intervention and control group demonstrated significant decreases in pain scores from admission to discharge (- 2.6 ± 2.6 vs. - 3.0 ± 3.2). Those randomized to the intervention tended to have lower pain scores than the control group regardless of hospital day (3.02 ± 0.90 vs. 4.29 ± 0.81, p = 0.059), used significantly fewer opioids (daily MME 11.8 ± 15.3 vs. 30.9 ± 42.2, p = 0.027), and had a significantly higher step count by Day 4 (2330 ± 1709 vs. 1050 ± 1214; p = 0.014). There were no differences in sleep duration, sleep quality, readmission, or length-of-stay between the two groups. A proactive analgesic protocol does not result in worsening pain but does significantly reduce opioid-use in hospitalized IBD patients.Clinical trial registration number: NCT03798405 (Registered 10/01/2019)., (© 2023. The Author(s).)
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- 2023
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17. Association of neighborhood gentrification and residential moves with hypertension and diabetes control in Los Angeles County, 2014-2019: A retrospective cohort study.
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Chen KL, Zimmerman FJ, Ong PM, Jones A, Nuckols TK, Ponce NA, Choi KR, Li XX, Padilla A, and Nau CL
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- Adult, Humans, Los Angeles epidemiology, Residential Segregation, Retrospective Studies, Diabetes Mellitus epidemiology, Hypertension epidemiology
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Objective: To examine whether gentrification exposure is associated with future hypertension and diabetes control., Methods: Linking records from an integrated health care system to census-tract characteristics, we identified adults with hypertension and/or diabetes residing in stably low-SES census tracts in 2014 (n = 69,524). We tested associations of census tract gentrification occurring between 2015 and 2019 with participants' disease control in 2019. Secondary analyses considered the role of residential moves (possible displacement), race and ethnicity, and age., Results: Gentrification exposure was associated with improved odds of hypertension control (aOR: 1.08; 95% CI: 1.00, 1.17), especially among non-Hispanic Whites and adults >65 years. Gentrification was not associated with diabetes control overall, but control improved in the Hispanic subgroup. Disease control was similar regardless of residential moves in the overall sample, but disparate associations emerged in models stratified by race and ethnicity., Conclusions: Residents of newly gentrifying neighborhoods may experience modestly improved odds of hypertension and/or diabetes control, but associations may differ across population subgroups., Policy Implications: Gentrification may support-or at least not harm-cardiometabolic health for some residents. City leaders and health systems could partner with impacted communities to ensure that neighborhood development meets the goals and health needs of all residents and does not exacerbate health disparities., (Copyright © 2023 The Authors. Published by Elsevier Ltd.. All rights reserved.)
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- 2023
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18. Comparing the Safety Action Feedback and Engagement (SAFE) Loop with an established incident reporting system: Study protocol for a pragmatic cluster randomized controlled trial.
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Berdahl CT, Henreid AJ, Cohen TN, Coleman BL, Seferian EG, Leang D, Kim S, Diniz MA, Grissinger M, Kaiser K, McCleskey S, Zhu X, and Nuckols TK
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Background: Incident reporting is widely used in hospitals to improve patient safety, but current reporting systems do not function optimally. The utility of incident reports is limited because hospital staff may not know what to report, may fear retaliation, and may doubt whether administrators will review reports and respond effectively., Methods: This is a clustered randomized controlled trial of the Safety Action Feedback and Engagement (SAFE) Loop, an intervention designed to transform hospital incident reporting systems into effective tools for improving patient safety. The SAFE Loop has six key attributes: obtaining nurses' input about which safety problems to prioritize on their unit; focusing on learning about selected high-priority events; training nurses to write more informative event reports; prompting nurses to report high-priority events; integrating information about events from multiple sources; and providing feedback to nurses on findings and mitigation plans. The study will focus on medication errors and randomize 20 nursing units at a large academic/community hospital in Los Angeles. Outcomes include: (1) incident reporting practices (rates of high-priority reports, contributing factors described in reports), (2) nurses' attitudes toward incident reporting, and (3) rates of high-priority events. Quantitative analyses will compare changes in outcomes pre- and post-implementation between the intervention and control nursing units, and qualitative analyses will explore nurses' experiences with implementation., Conclusion: If effective, SAFE Loop will have several benefits: increasing nurses' engagement with reporting, producing more informative reports, enabling safety leaders to understand problems, designing system-based solutions more effectively, and lowering rates of high-priority patient safety events., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2023 The Authors. Published by Elsevier Inc.)
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- 2023
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19. Association of Cost-Driven Residential Moves With Health-Related Outcomes Among California Renters.
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Chen KL, Wisk LE, Nuckols TK, Ong PM, Ponce NA, Elmore JG, Choi KR, Nau C, and Zimmerman FJ
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- Adult, Humans, Female, Male, Cross-Sectional Studies, Housing, California epidemiology, Poverty, Income
- Abstract
Importance: Unaffordable housing is associated with adverse health-related outcomes, but little is known about the associations between moving due to unaffordable housing and health-related outcomes., Objective: To characterize the association of recent cost-driven residential moves with health-related outcomes., Design, Setting, and Participants: This cross-sectional study involved a weighted multivariable regression analysis of California Health Interview Survey data from January 1, 2011, to December 31, 2017. A population-based sample of 52 646 adult renters and other nonhomeowners in California were included. Data were analyzed from March 2, 2021, to January 6, 2023., Exposure: Cost-driven moves in the past 3 years relative to no move and to non-cost-driven moves., Main Outcomes and Measures: Five outcomes were assessed: psychological distress (low, moderate, or severe, as categorized by the 6-item Kessler Psychological Distress Scale), emergency department [ED] visits in the past year (any vs none), preventive care visits in the past year (any vs none), general health (poor or fair vs good, very good, or excellent), and walking for leisure in the past 7 days (in minutes)., Results: Among 52 646 adult renters and other nonhomeowners, 50.3% were female, 85.2% were younger than 60 years, 45.3% were Hispanic, and 55.1% had income lower than 200% of the federal poverty level. Overall, 8.9% of renters reported making a recent cost-driven move, with higher prevalence among Hispanic (9.9%) and non-Hispanic Black (11.3%) renters compared with non-Hispanic White renters (7.2%). In multivariable models, compared with not moving, cost-driven moving was associated with a 4.2 (95% CI, 2.6-5.7) percentage point higher probability of experiencing moderate psychological distress; a 3.2 (95% CI, 1.9-4.5) percentage point higher probability of experiencing severe psychological distress; a 2.5 (95% CI, 0-4.9) percentage point higher probability of ED visits; a 5.1 (95% CI, 1.6-8.6) percentage point lower probability of having preventive care visits; a 3.7 (95% CI, 1.2-6.2) percentage point lower probability of having good, very good, or excellent general health; and 16.8 (95% CI, 6.9-26.6) fewer minutes of walking for leisure. General health, psychological distress, and walking for leisure were also worse with cost-driven moves relative to non-cost-driven moves, with a 3.2 (95% CI, 1.7-4.7) percentage point higher probability of experiencing moderate psychological distress; a 2.5 (95% CI, 1.2-3.9) percentage point higher probability of experiencing severe psychological distress; a 4.6 (95% CI, 2.1-7.2) percentage point lower probability of having good, very good, or excellent general health; and 13.0 (95% CI, 4.0-21.9) fewer minutes of walking for leisure. However, the incidence of preventive care and ED visits did not differ between those who made cost-driven vs non-cost-driven moves., Conclusions and Relevance: In this study, cost-driven moves were associated with adverse health-related outcomes relative to not moving and to non-cost-driven moves. These findings suggest that policies to improve housing affordability, prevent displacement, and increase access to health care for groups vulnerable to cost-driven moves may have the potential to improve population health equity, especially during the current national housing affordability crisis.
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- 2023
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20. Identifying barriers and facilitators to deprescribing benzodiazepines and sedative hypnotics in the hospital setting using the Theoretical Domains Framework and the Capability, Opportunity, Motivation and Behaviour (COM-B) Model: a qualitative study.
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Keller MS, Carrascoza-Bolanos J, Breda K, Kim LY, Kennelty KA, Leang DW, Murry LT, Nuckols TK, Schnipper JL, and Pevnick JM
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- Humans, Aged, Motivation, Aftercare, Patient Discharge, Hypnotics and Sedatives, Qualitative Research, Hospitals, Benzodiazepines, Deprescriptions
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Objectives: Geriatric guidelines strongly recommend avoiding benzodiazepines and non-benzodiazepine sedative hypnotics in older adults. Hospitalisation may provide an important opportunity to begin the process of deprescribing these medications, particularly as new contraindications arise. We used implementation science models and qualitative interviews to describe barriers and facilitators to deprescribing benzodiazepines and non-benzodiazepine sedative hypnotics in the hospital and develop potential interventions to address identified barriers., Design: We used two implementation science models, the Capability, Opportunity and Behaviour Model (COM-B) and the Theoretical Domains Framework, to code interviews with hospital staff, and an implementation process, the Behaviour Change Wheel (BCW), to codevelop potential interventions with stakeholders from each clinician group., Setting: Interviews took place in a tertiary, 886-bed hospital located in Los Angeles, California., Participants: Interview participants included physicians, pharmacists, pharmacist technicians, and nurses., Results: We interviewed 14 clinicians. We found barriers and facilitators across all COM-B model domains. Barriers included lack of knowledge about how to engage in complex conversations about deprescribing (capability), competing tasks in the inpatient setting (opportunity), high levels of resistance/anxiety among patients to deprescribe (motivation), concerns about lack of postdischarge follow-up (motivation). Facilitators included high levels of knowledge about the risks of these medications (capability), regular rounds and huddles to identify inappropriate medications (opportunity) and beliefs that patients may be more receptive to deprescribing if the medication is related to the reason for hospitalisation (motivation). Potential modes of delivery included a seminar aimed at addressing capability and motivation barriers in nurses, a pharmacist-led deprescribing initiative using risk stratification to identify and target patients at highest need for deprescribing, and the use of evidence-based deprescribing education materials provided to patients at discharge., Conclusions: While we identified numerous barriers and facilitators to initiating deprescribing conversations in the hospital, nurse- and pharmacist-led interventions may be an appropriate opportunity to initiate deprescribing., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)
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- 2023
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21. The quality of occupational healthcare for carpal tunnel syndrome, healthcare expenditures, and disability outcomes: A prospective observational study.
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Nuckols TK, Dworsky M, Conlon C, Robbins M, Benner D, Seabury S, and Asch SM
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- Adult, Humans, Health Expenditures, Delivery of Health Care, Workers' Compensation, Prospective Studies, Carpal Tunnel Syndrome therapy, Occupational Diseases epidemiology, Occupational Diseases therapy
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Introduction/aims: In prior work, higher quality care for work-associated carpal tunnel syndrome (CTS) was associated with improved symptoms, functional status, and overall health. We sought to examine whether quality of care is associated with healthcare expenditures or disability., Methods: Among 343 adults with workers' compensation claims for CTS, we created patient-level aggregate quality scores for underuse (not receiving highly beneficial care) and overuse (receiving care for which risks exceed benefits). We assessed whether each aggregate quality score (0%-100%, 100% = better care) was associated with healthcare expenditures (18-mo expenditures, any anticipated need for future expenditures) or disability (days on temporary disability, permanent impairment rating at 18 mo)., Results: Mean aggregate quality scores were 77.8% (standard deviation [SD] 16.5%) for underuse and 89.2% (SD 11.0%) for overuse. An underuse score of 100% was associated with higher risk-adjusted 18-mo expenditures ($3672; 95% confidence interval [CI] $324 to $7021) but not with future expenditures (-0.07 percentage points; 95% CI -0.48 to 0.34), relative to a score of 0%. An overuse score of 100% was associated with lower 18-mo expenditures (-$4549, 95% CI -$8792 to -$306) and a modestly lower likelihood of future expenditures (-0.62 percentage points, 95% CI -1.23 to -0.02). Quality of care was not associated with disability., Discussion: Improving quality of care could increase or lower short-term healthcare expenditures, depending on how often care is currently underused or overused. Future research is needed on quality of care in varied workers' compensation contexts, as well as effective and economical strategies for improving quality., (© 2022 RAND Corporation and The Authors. Muscle & Nerve published by Wiley Periodicals LLC.)
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- 2023
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22. Comprehensive Pharmacist-led Transitions-of-care Medication Management around Hospital Discharge Adds Modest Cost Relative to Usual Care: Time-and-Motion Cost Analysis.
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Nuckols TK, Berdahl CT, Henreid AJ, Schnipper JL, Rauf A, Ko EM, Nguyen AT, Co Z, Fanikos J, Kim JH, Leang DW, Matta L, Mulligan K, Ray A, Shane R, Wassef K, and Pevnick JM
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- Humans, Aged, Patient Discharge, Pharmacists, Medication Therapy Management, Aftercare, Hospitals, Hospital Costs, Drug-Related Side Effects and Adverse Reactions, Pharmacy Service, Hospital
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Optimal medication management is important during hospitalization and at discharge because post-discharge adverse drug events (ADEs) are common, often preventable, and contribute to patient harms, healthcare utilization, and costs. Conduct a cost analysis of a comprehensive pharmacist-led transitions-of-care medication management intervention for older adults during and after hospital discharge. Twelve intervention components addressed medication reconciliation, medication review, and medication adherence. Trained, experienced pharmacists delivered the intervention to older adults with chronic comorbidities at 2 large U.S. academic centers. To quantify and categorize time spent on the intervention, we conducted a time-and-motion analysis of study pharmacists over 36 sequential workdays (14 519 min) involving 117 patients. For 40 patients' hospitalizations, we observed all intervention activities. We used the median minutes spent and pharmacist wages nationally to calculate cost per hospitalization (2020 U.S. dollars) from the hospital perspective, relative to usual care. Pharmacists spent a median of 66.9 min per hospitalization (interquartile range 46.1-90.1), equating to $101 ($86 to $116 in sensitivity analyses). In unadjusted analyses, study site was associated with time spent (medians 111 and 51.8 min) while patient primary language, discharge disposition, number of outpatient medications, and patient age were not. In this cost analysis, comprehensive medication management around discharge cost about $101 per hospitalization, with variation across sites. This cost is at least an order of magnitude less than published costs associated with ADEs, hospital readmissions, or other interventions designed to reduce readmissions. Work is ongoing to assess the current intervention's effectiveness., Competing Interests: Declaration of Conflicting InterestsThe author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
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- 2023
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23. Changes in Blood Pressure Outcomes Among Hypertensive Individuals During the COVID-19 Pandemic: A Time Series Analysis in Three US Healthcare Organizations.
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Gotanda H, Liyanage-Don N, Moran AE, Krousel-Wood M, Green JB, Zhang Y, and Nuckols TK
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- Adult, Humans, Blood Pressure physiology, Pandemics, Time Factors, Blood Pressure Monitoring, Ambulatory, COVID-19 epidemiology, Hypertension epidemiology, Telemedicine
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Background: The COVID-19 pandemic may have negatively affected medical care for and self-management of chronic hypertension. We sought to examine the impact of the pandemic on blood pressure (BP) among individuals with hypertension., Methods: Using an interrupted time series analysis, we compared the level and trend (slope) of BP outcomes before the public health emergency declaration (prepandemic period: August 2018 through January 2020) versus after the stay-at-home orders (pandemic period: April 2020 through November 2020) among adults with hypertension followed at 3 large health systems (n=137 593). Outcomes include systolic and diastolic BP recorded in electronic health records and the proportion of individuals with BP <140/90 mm Hg., Results: The number of BP measurements substantially dropped early in the pandemic and then gradually increased. During the pandemic period, systolic and diastolic BP increased by 1.79 mm Hg (95% CI, 1.57-2.01; P <0.001) and 1.30 mm Hg (95% CI, 1.18-1.42; P <0.001), respectively, compared with the prepandemic period. Similarly, the proportion of patients with controlled BP decreased by 3.43 percentage points (95% CI, -3.97 to -2.90; P <0.001). A trend showing increasing control in the prepandemic period (+3.19 percentage points per year [95% CI, +2.96 to +3.42]; P <0.001) flattened during the pandemic period (+0.27 percentage points per year [95% CI, -0.81 to -1.37]; P =0.62)., Conclusions: The first 8 months of the pandemic were associated with worsening BP outcomes among individuals with hypertension. Opportunities to ensure ongoing access to health care with telemedicine and home BP monitoring may mitigate adverse impacts on BP control for future disasters/emergencies.
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- 2022
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24. Digital Tools Designed to Obtain the History of Present Illness From Patients: Scoping Review.
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Berdahl CT, Henreid AJ, Pevnick JM, Zheng K, and Nuckols TK
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- Humans, Electronic Health Records, Caregivers, Delivery of Health Care
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Background: Many medical conditions, perhaps 80% of them, can be diagnosed by taking a thorough history of present illness (HPI). However, in the clinical setting, situational factors such as interruptions and time pressure may cause interactions with patients to be brief and fragmented. One solution for improving clinicians' ability to collect a thorough HPI and maximize efficiency and quality of care could be to use a digital tool to obtain the HPI before face-to-face evaluation by a clinician., Objective: Our objective was to identify and characterize digital tools that have been designed to obtain the HPI directly from patients or caregivers and present this information to clinicians before a face-to-face encounter. We also sought to describe outcomes reported in testing of these tools, especially those related to usability, efficiency, and quality of care., Methods: We conducted a scoping review using predefined search terms in the following databases: MEDLINE, CINAHL, PsycINFO, Web of Science, Embase, IEEE Xplore Digital Library, ACM Digital Library, and ProQuest Dissertations & Theses Global. Two reviewers screened titles and abstracts for relevance, performed full-text reviews of articles meeting the inclusion criteria, and used a pile-sorting procedure to identify distinguishing characteristics of the tools. Information describing the tools was primarily obtained from identified peer-reviewed sources; in addition, supplementary information was obtained from tool websites and through direct communications with tool creators., Results: We identified 18 tools meeting the inclusion criteria. Of these 18 tools, 14 (78%) used primarily closed-ended and multiple-choice questions, 1 (6%) used free-text input, and 3 (17%) used conversational (chatbot) style. More than half (10/18, 56%) of the tools were tailored to specific patient subpopulations; the remaining (8/18, 44%) tools did not specify a target subpopulation. Of the 18 tools, 7 (39%) included multilingual support, and 12 (67%) had the capability to transfer data directly into the electronic health record. Studies of the tools reported on various outcome measures related to usability, efficiency, and quality of care., Conclusions: The HPI tools we identified (N=18) varied greatly in their purpose and functionality. There was no consensus on how patient-generated information should be collected or presented to clinicians. Existing tools have undergone inconsistent levels of testing, with a wide variety of different outcome measures used in evaluation, including some related to usability, efficiency, and quality of care. There is substantial interest in using digital tools to obtain the HPI from patients, but the outcomes measured have been inconsistent. Future research should focus on whether using HPI tools can lead to improved patient experience and health outcomes, although surrogate end points could instead be used so long as patient safety is monitored., (©Carl T Berdahl, Andrew J Henreid, Joshua M Pevnick, Kai Zheng, Teryl K Nuckols. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 17.11.2022.)
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- 2022
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25. Comparison of Advance Care Planning and End-of-Life Care Intensity Between Dementia Versus Cancer Patients.
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Gotanda H, Nuckols TK, Lauzon M, and Tsugawa Y
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- Hospital Mortality, Humans, Longitudinal Studies, Retrospective Studies, Advance Care Planning, Dementia epidemiology, Dementia therapy, Neoplasms epidemiology, Neoplasms psychology, Neoplasms therapy, Terminal Care psychology
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Background: While advanced care planning (ACP) is recommended in dementia and cancer care, there are unique challenges in ACP for individuals with dementia, such as the insidious onset and progression of cognitive impairment, potentially leading to high-intensity care at the end of life (EOL) for this population., Objective: To compare ACP completion and receipt of high-intensity care at the EOL between decedents with dementia versus cancer., Design: Retrospective longitudinal cohort study., Participants: Participants of the U.S. Health and Retirement Study who died between 2000 and 2014 with dementia (n = 2099) and cancer (n = 1137)., Main Measures: Completion of three types of ACP (living will, durable power of attorney for healthcare [DPOAH], discussions of preferences for EOL care) and three measures of EOL care intensity (in-hospital death, intensive care unit [ICU] care in the last 2 years of life, life support use in the last 2 years of life)., Key Results: Use of living will was lower in dementia than in cancer (adjusted proportion, 49.9% vs. 56.9%; difference, - 7.0 percentage points [pp, 95% CI, - 13.3 to - 0.7]; p = 0.03). Use of DPOAH was similar between the two groups, but a lower proportion of decedents with dementia had discussed preferences compared to decedents with cancer (53.0% vs. 68.1%; - 15.1 pp [95% CI, - 19.3 to - 10.9]; p < 0.001). In-hospital death was higher in dementia than in cancer (29.5% vs. 19.8%; + 9.7 pp [95% CI, + 5.9 to + 13.5]; p < 0.001), although use of ICU care was lower (20.9% vs. 26.1%; - 5.2 pp [95% CI, - 9.8 to - 0.7]; p = 0.03). Use of life support was similar between the two groups., Conclusions: Individuals with dementia complete ACP less frequently and might be receiving higher-intensity EOL care than those with cancer. Interventions targeting individuals with dementia may be necessary to further improve EOL care for this population., (© 2021. The Author(s) under exclusive licence to Society of General Internal Medicine.)
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- 2022
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26. Correction to: Unmet Medical Needs Among Adults Who Move due to Unaffordable Housing: California Health Interview Survey, 2011-2017.
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Chen KL, Wisk LE, Nuckols TK, Elmore JG, Steers WN, and Zimmerman FJ
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- 2022
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27. Do Proposed Quality Measures for Carpal Tunnel Release Reveal Important Quality Gaps and Are They Reliable?
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Harris AHS, Ding Q, Trickey AW, Finlay AK, Schmidt EM, Curtin CM, Sears ED, Yoshida R, Lashgari D, Nuckols TK, and Kamal RN
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- Aged, Humans, Medicare, Quality Indicators, Health Care, Reproducibility of Results, Retrospective Studies, United States, Carpal Tunnel Syndrome diagnosis, Carpal Tunnel Syndrome surgery
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Background: The American Academy of Orthopaedic Surgeons recently proposed quality measures for the initial surgical treatment of carpal tunnel syndrome (CTS). One measure addressed avoidance of adjunctive surgical procedures during carpal tunnel release; and a second measure addressed avoidance of routine use of clinic-based occupational and/or physical therapy (OT/PT) after carpal tunnel release. However, for quality measures to serve their intended purposes, they must be tested in real-world data to establish that gaps in quality exist and that the measures yield reliable performance information., Questions/purposes: (1) Is there an important quality gap in clinical practice for avoidance of adjunctive surgical procedures during carpal tunnel release? (2) Is there an important quality gap in avoiding routine use of clinic-based occupational and/or physical therapy after carpal tunnel release? (3) Do these two quality measures have adequate beta-binomial signal-to-noise ratio (SNR) and split-sample reliability (SSR)?, Methods: This retrospective comparative study used a large national private insurance claims database, the 2018 Optum Clinformatics® Data Mart. Ideally, healthcare quality measures are tested within data reflective of the providers and payors to which the measures will be applied. We previously tested these measures in a large public healthcare system and a single academic medical center. In this study, we sought to test the measures in the broader context of patients and providers using private insurance. For both measures, we included the first carpal tunnel release from 28,083 patients performed by one of 7236 surgeons, irrespective of surgical specialty (including, orthopaedic, plastic, neuro-, and general surgery). To calculate surgeon-level descriptive and reliability statistics, analyses were focused on the 66% (18,622 of 28,083) of patients who received their procedure from one of the 24% (1740 of 7236) of surgeons with at least five carpal tunnel releases in the database. No other inclusion/exclusion criteria were applied. To determine whether the measures reveal important gaps in treatment quality (avoidance of adjunctive procedures and routine therapy), we calculated descriptive statistics (median and interquartile range) of the performance distribution stratified by surgeon-level annual volume of carpal tunnel releases in the database (5+, 10+, 15+, 20+, 25+, and 30+). Like the Centers for Medicare & Medicaid Services (CMS), we considered a measure "topped out" if median performance was greater than 95%, meaning the opportunity for further quality improvement is low. We calculated the surgeon-level beta-binomial SNR and SSR for each measure, each stratified by the number of carpal tunnel releases performed by each surgeon in the database. These are standard measures of reliability in health care quality measurement science. The SNR quantifies the proportion of variance that is between rather than within surgeons, and the SSR is the correlation of performance scores when each surgeons' patients are split into two random samples and then corrected for sample size., Results: We found that 2% (308 of 18,622) of carpal tunnel releases involved an adjunctive procedure. The results showed that avoidance of adjunctive surgical procedures during carpal tunnel release had a median (IQR) performance of 100% (100% to 100%) at all case volumes. Only 8% (144 of 1740) of surgeons with at least five cases in the database had less than 100% performance, and only 5% (84 of 1740) had less than 90% performance. This means adjunctive procedures were rarely performed and an important quality gap does not exist based on the CMS criterion. Regarding the avoidance of routine therapy, there was a larger quality gap: For surgeons with at least five cases in the database, median performance was 89% (75% to 100%), and 25% (435 of 1740) of these surgeons had less than 75% performance. This signifies that the measure is not topped out and may reveal an important quality gap. Most patients receiving clinic-based OT/PT had only one visit in the 6 weeks after surgery. Median (IQR) SNRs of the first measure, which addressed avoidance of adjunctive surgical procedures, and the second measure, which addresses avoidance of routine use clinic-based OT/PT, were 1.00 (1.00 to 1.00) and 0.86 (0.67 to 1.00), respectively. The SSR for these measures were 0.87 (95% CI 0.85 to 0.88) and 0.75 (95% CI 0.73 to 0.77), respectively. All of these reliability statistics exceed National Quality Forum's emerging minimum standard of 0.60., Conclusion: The first measure, the avoidance of adjunctive surgical procedures during carpal tunnel release, lacked an important quality gap suggesting it is unlikely to be useful in driving improvements. The second measure, avoidance of routine use of clinic-based OT/PT, revealed a larger quality gap and had very good reliability, suggesting it may be useful for quality monitoring and improvement purposes., Clinical Relevance: As healthcare systems and payors use the second measure, avoidance of routine use of clinic-based OT/PT, to encourage adherence to clinical practice guidelines (such as provider profiling, public reporting, and payment policies), it will be critically important to consider what proportion of patients receiving OT/PT should be considered routine practice and therefore inconsistent with guidelines. The value or potential harm of this measure depends on this judgement., Competing Interests: All ICMJE Conflict of Interest Forms for authors and Clinical Orthopaedics and Related Research® editors and board members are on file with the publication and can be viewed on request., (Copyright © 2022 by the Association of Bone and Joint Surgeons.)
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28. Incidence of interruptive penicillin allergy alerts in patients with previously documented beta-lactam exposure: Potential for leveraging the electronic health record to identify erroneous allergies.
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Van Groningen N, Duncan R, Cook-Wiens G, Kwong A, Sonesen M, Nuckols TK, Cassel SL, and Pevnick JM
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- Anti-Bacterial Agents adverse effects, Electronic Health Records, Humans, Incidence, Monobactams, Penicillins adverse effects, Retrospective Studies, Drug Hypersensitivity diagnosis, Drug Hypersensitivity epidemiology, beta-Lactams adverse effects
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Background: Approximately 10% of patients report allergies to penicillin, yet >90% of these allergies are not clinically significant. Patients reporting penicillin allergies are often treated with second-line, non-β-lactam antibiotics that are typically broader spectrum and more toxic. Orders for β-lactam antibiotics for these patients trigger interruptive alerts, even when there is electronic health record (EHR) data indicating prior β-lactam exposure., Objective: To describe the rate that interruptive penicillin allergy alerts display for patients who have previously had a β-lactam exposure., Design: Retrospective EHR review from January 2013 through June 2018., Setting: A nonprofit health system including 1 large tertiary-care medical center, a smaller associated hospital, 2 emergency departments, and ˜250 outpatient clinics., Participants: All patients with EHR-documented of penicillin allergies., Methods: We examined interruptive penicillin allergy alerts and identified the number and percentage of alerts that display for patients with a prior administration of a penicillin class or other β-lactam antibiotic., Results: Of 115,081 allergy alerts that displayed during the study period, 8% were displayed for patients who had an inpatient administration of a penicillin antibiotic after the allergy was noted, and 49% were displayed for patients with a prior inpatient administration of any β-lactam., Conclusions: Many interruptive penicillin allergy alerts display for patients who would likely tolerate a penicillin, and half of all alerts display for patients who would likely tolerate another β-lactam.
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- 2022
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29. Economic evaluation of quality improvement interventions to prevent catheter-associated urinary tract infections in the hospital setting: a systematic review.
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McCleskey SG, Shek L, Grein J, Gotanda H, Anderson L, Shekelle PG, Keeler E, Morton S, and Nuckols TK
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- Catheters, Cost-Benefit Analysis, Female, Hospitals, Humans, Male, Quality Improvement, Urinary Tract Infections prevention & control
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Background: Hospitals have implemented diverse quality improvement (QI) interventions to reduce rates of catheter-associated urinary tract infections (CAUTIs). The economic value of these QI interventions is uncertain., Objective: To systematically review economic evaluations of QI interventions designed to prevent CAUTI in acute care hospitals., Methods: A search of Ovid MEDLINE, Econlit, Centre for Reviews & Dissemination, New York Academy of Medicine's Grey Literature Report, WorldCat, IDWeek conference abstracts and prior systematic reviews was conducted from January 2000 to October 2020.We included English-language studies of any design that evaluated organisational or structural changes to prevent CAUTI in acute care hospitals, and reported programme and infection-related costs.Dual reviewers assessed study design, effectiveness, costs and study quality. For each eligible study, we performed a cost-consequences analysis from the hospital perspective, estimating the incidence rate ratio (IRR) and incremental net cost/savings per hospital over 3 years. Unadjusted weighted regression analyses tested predictors of these measures, weighted by catheter days per study., Results: Fifteen unique economic evaluations were eligible, encompassing 74 hospitals. Across 12 studies amenable to standardisation, QI interventions were associated with a 43% decline in infections (mean IRR 0.57, 95% CI 0.44 to 0.70) and wide ranges of net costs (mean US$52 000, 95% CI -$288 000 to $392 000), relative to usual care., Conclusions: QI interventions were associated with large declines in infection rates and net costs to hospitals that varied greatly but that, on average, were not significantly different from zero over 3 years. Future research should examine specific practices associated with cost-savings and clinical effectiveness, and examine whether or not more comprehensive interventions offer hospitals and patients the best value., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2022. No commercial re-use. See rights and permissions. Published by BMJ.)
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30. The Impact of Provider Sex and Experience on the Quality of Care Provided for Women with Urinary Incontinence.
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Burton CS, Gonzalez G, Choi E, Bresee C, Nuckols TK, Eilber KS, Wenger NS, and Anger JT
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- Female, Humans, Male, Quality of Health Care, Referral and Consultation, Urinary Incontinence therapy
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Background: Although specialists are skilled in the management of urinary incontinence, primary care clinicians are integral in early diagnosis and initiation of management in order to decrease overuse of specialty care and improve the quality of specialist visits. We measured the quality of incontinence care provided by primary care clinicians prior to referral to a specialist and evaluated the impact of provider variables on quality of care., Methods: We performed a retrospective review of 200 women referred for urinary incontinence to a Female Pelvic Medicine and Reconstructive Surgery specialist between March 2017 and July 2018. We measured primary care adherence to 12 quality indicators in the 12 months prior to specialist consultation. We stratified adherence to quality indicators by clinician sex and years of experience., Results: Half of women with incontinence underwent a pelvic examination or had a urinalysis ordered. Few patients with urge urinary incontinence were recommended behavioral therapy (14%) or prescribed medication (8%). When total aggregate scores were compared, female clinicians performed the recommended care 47% ± 25% of the time, compared with 35% ± 23% for male clinicians (P = .003). Increasing years of experience was associated with worse overall urinary incontinence care (r -0.157, P = .02)., Conclusions: We found low rates of adherence to a set of quality indicators for women with urinary incontinence, with male clinicians performing significantly worse than female clinicians. Improvement of incontinence care in primary care could significantly reduce costs of care and preserve outcomes., (Copyright © 2022. Published by Elsevier Inc.)
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- 2022
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31. 'Physician advocates': a novel strategy for improving the value of hospital care by employing hospitalists part time to support non-hospitalist physicians.
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Van Groningen N, Mosenifar Z, Sax HC, Fridman R, Kim S, and Nuckols TK
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- Hospitals, Humans, Length of Stay, Patient Readmission, Retrospective Studies, Hospitalists, Quality of Health Care
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Background and Objective: At many hospitals, private-practice physicians still admit their own patients and are accustomed to autonomy in clinical practice. This creates challenges for hospital's efforts to improve the efficiency, quality, and value of care. Experienced inpatient-focused physicians - 'Physician Advocates' - could act as liaisons between private practitioners and the fast-paced inpatient microsystem., Methods: We conducted a controlled pre-post ('differences-in-differences') analysis at an academic medical center where private-practice physicians care for about 40% of medical inpatients and hospitalist groups care for 60%. In the intervention, 'Physician Advocates' participated in daily multidisciplinary 'Progression of Care Rounds,' offering suggestions to increase care quality for private-practice physicians' patients. Controls were cared for by a large, well-established hospitalist group, which convened separate, unchanged multidisciplinary rounds. Outcomes were length of stay (LOS; primary outcome), 30-day readmissions, and inpatient mortality., Results: In a risk-adjusted analysis of 31,632 medical inpatients, LOS declined by 4 hours more from the baseline period to the post-intervention period in the intervention group relative to the control group (ratio: 0.96, 95% CI: 0.93-0.99, p = 0.004). Readmissions declined 22% more in the intervention group (OR: 0.78, 95% CI: 0.63-0.97, p = 0.023). Mortality was unchanged (OR: 1.23, 95% CI: 0.78-1.93 p-value = 0.378)., Conclusion: Among inpatients cared for by private practitioners, adding Physician Advocates to multidisciplinary rounds was associated with improved LOS and reduced readmissions - measures of efficiency and value. The Physician Advocates approach should be tested in diverse health systems because it allows hospitals to leverage the expertise of on-site clinicians while respecting the traditional private-practice care model, in which primary care physicians manage their hospitalized patients.
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- 2022
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32. Prediction of Pancreatic Cancer in Diabetes Patients with Worsening Glycemic Control.
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Jeon CY, Kim S, Lin YC, Risch HA, Goodarzi MO, Nuckols TK, Freedland SJ, Pandol SJ, and Pisegna JR
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- Aged, Diabetes Mellitus drug therapy, Disease Progression, Female, Humans, Incidence, Male, Middle Aged, Pancreatic Neoplasms epidemiology, Risk Factors, Sex Factors, United States epidemiology, Veterans, Diabetes Mellitus diagnosis, Glycemic Control, Pancreatic Neoplasms etiology
- Abstract
Background: Worsening glycemic control indicates elevated risk of pancreatic ductal adenocarcinoma (PDAC). We developed prediction models for PDAC among those with worsening glycemic control after diabetes diagnosis., Methods: In 2000-2016 records within the Veterans Affairs Health System (VA), we identified three cohorts with progression of diabetes: (i) insulin initiation ( n = 449,685), (ii) initiation of combination oral hypoglycemic medication ( n = 414,460), and (iii) hemoglobin A1c (HbA1c) ≥8% with ≥Δ1% within 15 months ( n = 593,401). We computed 12-, 36-, and 60-month incidence of PDAC and developed prediction models separately for males and females, with consideration of >30 demographic, behavioral, clinical, and laboratory variables. Models were selected to optimize Akaike's Information Criterion, and performance for predicting 12-, 36-, and 60-month incident PDAC was evaluated by bootstrap., Results: Incidence of PDAC was highest for insulin initiators and greater in males than in females. Optimism-corrected c-indices of the models for predicting 36-month incidence of PDAC in the male population were: (i) 0.72, (ii) 0.70, and (iii) 0.71, respectively. Models performed better for predicting 12-month incident PDAC [c-index (i) 0.78, (ii) 0.73, (iii) 0.76 for males], and worse for predicting 60-month incident PDAC [c-index (i) 0.69, (ii) 0.67, (iii) 0.68 for males]. Model performance was lower among females. For subjects whose model-predicted 36-month PDAC risks were ≥1%, the observed incidences were (i) 1.9%, (ii) 2.2%, and (iii) 1.8%., Conclusions: Sex-specific models for PDAC can estimate risk of PDAC at the time of progression of diabetes., Impact: Our models can identify diabetes patients who would benefit from PDAC screening., (©2021 The Authors; Published by the American Association for Cancer Research.)
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- 2022
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33. Unmet Medical Needs Among Adults Who Move due to Unaffordable Housing: California Health Interview Survey, 2011-2017.
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Chen KL, Wisk LE, Nuckols TK, Elmore JG, Steers WN, and Zimmerman FJ
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- Adolescent, Adult, California epidemiology, Cross-Sectional Studies, Health Services Needs and Demand, Humans, Logistic Models, Health Services Accessibility, Housing
- Abstract
Background: Stable, affordable housing is an established determinant of health. As affordable housing shortages across the USA threaten to displace people from their homes, it is important to understand the implications of cost-related residential moves for healthcare access., Objective: To examine the relationship between cost-related moves and unmet medical needs., Design: We performed a cross-sectional analysis of 7 waves (2011-2017) of the California Health Interview Survey., Participants: We included all respondents ages 18 and older., Main Measures: The primary predictor variable was residential move history in the past 5 years (cost-related move, non-cost-related move, or no move). The primary outcome was unmet medical needs in the past year (necessary medications and/or medical care that were delayed or not received)., Key Results: Our sample included 146,417 adults (42-47% response rate), representing a weighted population of 28,518,590. Overall, 20.3% of the sample reported unmet medical needs in the past year, and 4.9% reported a cost-related move in the past 5 years. In multivariable logistic regression models, adjusted risk of unmet medical needs increased for adults with both cost-related moves (aOR 1.38; 95% CI 1.19-1.59) and non-cost-related moves (aOR 1.17; 95% CI 1.09-1.26) compared to those with no moves. Among people who had moved, those with cost-related moves were more likely to report unmet medical needs compared to people with non-cost-related moves (p = 0.03)., Conclusions: People who have moved due to unaffordable housing represent a population at increased risk for unmet medical needs. Policy makers seeking to improve population health should consider strategies to limit cost-related moves and to mitigate their adverse effects on healthcare access., (© 2020. Society of General Internal Medicine.)
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- 2021
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34. The Pharmacist Discharge Care (PHARM-DC) study: A multicenter RCT of pharmacist-directed transitional care to reduce post-hospitalization utilization.
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Pevnick JM, Keller MS, Kennelty KA, Nuckols TK, Ko EM, Amer K, Anderson L, Armbruster C, Conti N, Fanikos J, Guan J, Knight E, Leang DW, Llamas-Sandoval R, Matta L, Moriarty D, Murry LT, Muske AM, Nguyen AT, Phung E, Rosen O, Rosen SL, Salandanan A, Shane R, and Schnipper JL
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- Aged, Female, Hospitalization, Humans, Medication Reconciliation, Patient Discharge, Patient Readmission, Pharmacists, Transitional Care
- Abstract
Background: Older adults commonly face challenges in understanding, obtaining, administering, and monitoring medication regimens after hospitalization. These difficulties can lead to avoidable morbidity, mortality, and hospital readmissions. Pharmacist-led peri-discharge interventions can reduce adverse drug events, but few large randomized trials have examined their effectiveness in reducing readmissions. Demonstrating reductions in 30-day readmissions can make a financial case for implementing pharmacist-led programs across hospitals., Methods/design: The PHARMacist Discharge Care, or the PHARM-DC intervention, includes medication reconciliation at admission and discharge, medication review, increased communication with caregivers, providers, and retail pharmacies, and patient education and counseling during and after discharge. The intervention is being implemented in two large hospitals: Cedars-Sinai Medical Center and the Brigham and Women's Hospital. To evaluate the intervention, we are using a pragmatic, randomized clinical trial design with randomization at the patient level. The primary outcome is utilization within 30 days of hospital discharge, including unforeseen emergency department visits, observation stays, and readmissions. Randomizing 9776 patients will achieve 80% power to detect an absolute reduction of 2.5% from an estimated baseline rate of 27.5%. Qualitative analysis will use interviews with key stakeholders to study barriers to and facilitators of implementing PHARM-DC. A cost-effectiveness analysis using a time-and-motion study to estimate time spent on the intervention will highlight the potential cost savings per readmission., Discussion: If this trial demonstrates a business case for the PHARM-DC intervention, with few barriers to implementation, hospitals may be much more likely to adopt pharmacist-led peri-discharge medication management programs., Trial Registration: ClinicalTrials.gov Identifier: NCT04071951., (Copyright © 2021 Elsevier Inc. All rights reserved.)
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- 2021
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35. Using body temperature and variables commonly available in the EHR to predict acute infection: a proof-of-concept study showing improved pretest probability estimates for acute COVID-19 infection among discharged emergency department patients.
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Berdahl CT, Nguyen AT, Diniz MA, Henreid AJ, Nuckols TK, Libby CP, and Pevnick JM
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- Body Temperature, COVID-19 Testing, Emergency Service, Hospital, Humans, Patient Discharge, Probability, Retrospective Studies, SARS-CoV-2, Temperature, COVID-19
- Abstract
Objectives: Obtaining body temperature is a quick and easy method to screen for acute infection such as COVID-19. Currently, the predictive value of body temperature for acute infection is inhibited by failure to account for other readily available variables that affect temperature values. In this proof-of-concept study, we sought to improve COVID-19 pretest probability estimation by incorporating covariates known to be associated with body temperature, including patient age, sex, comorbidities, month, and time of day., Methods: For patients discharged from an academic hospital emergency department after testing for COVID-19 in March and April of 2020, we abstracted clinical data. We reviewed physician documentation to retrospectively generate estimates of pretest probability for COVID-19. Using patients' COVID-19 PCR test results as a gold standard, we compared AUCs of logistic regression models predicting COVID-19 positivity that used: (1) body temperature alone; (2) body temperature and pretest probability; (3) body temperature, pretest probability, and body temperature-relevant covariates. Calibration plots and bootstrap validation were used to assess predictive performance for model #3., Results: Data from 117 patients were included. The models' AUCs were: (1) 0.69 (2) 0.72, and (3) 0.76, respectively. The absolute difference in AUC was 0.029 (95% CI -0.057 to 0.114, p=0.25) between model 2 and 1 and 0.038 (95% CI -0.021 to 0.097, p=0.10) between model 3 and 2., Conclusions: By incorporating covariates known to affect body temperature, we demonstrated improved pretest probability estimates of acute COVID-19 infection. Future work should be undertaken to further develop and validate our model in a larger, multi-institutional sample., (© 2021 Walter de Gruyter GmbH, Berlin/Boston.)
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- 2021
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36. Primary Care Physicians' Conceptualization of Quality in Medicare's Merit-Based Incentive Payment System.
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Berdahl CT, Easterlin MC, Ryan G, Needleman J, and Nuckols TK
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- Aged, Concept Formation, Humans, Medicare, Motivation, United States, Physicians, Primary Care, Reimbursement, Incentive
- Abstract
Background: While administrators of pay-for-performance may have good intentions, physicians may be reluctant to participate for various reasons, including poor program alignment with realities of clinical practice. In this study, we sought to characterize how primary care physicians (PCPs) participating in Medicare's Merit-Based Incentive Payment System (MIPS) conceptualize the quality of health care to help inform future measurement strategies that physicians would understand and appreciate., Methods: We performed semi-structured qualitative interviews with a nationwide sample of 20 PCPs in MIPS. We asked PCPs how they would characterize quality and what distinguished exceptional, good, and poor quality. Interviews were transcribed and 2 coders independently read transcripts, allowing data to emerge from the interviews and developing theories about the data. The coders met intermittently to discuss findings, harmonize the coding scheme, develop a final list of themes and subthemes, and aggregate a list of representative quotations., Results: Participants described quality as consisting of 2 components: (1) evidence-based care that is safe, which included health maintenance and chronic disease control, accurate diagnoses, and guideline adherence, and (2) patient-centered care, which included spending enough time with patients, responding to patient concerns, and establishing long-term relationships founded on trust., Conclusions: PCPs consider patient-centered care necessary for the provision of exceptional quality. Program administrators for quality measurement and pay-for-performance programs should explore new ways to reward PCPs for providing outstanding patient-centered care. Future research should be undertaken to determine whether patient-centered activities such as forging long-term, favorable patient-physician relationships, are associated with improved health outcomes., Competing Interests: Conflicts of interest: None., (© Copyright 2021 by the American Board of Family Medicine.)
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- 2021
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37. Tools and tactics for postdischarge medication management interventions.
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Pevnick JM, Anderson LJ, Chirumamilla S, Luong DD, Noh LE, Palmer K, Amer K, Shane RR, Nuckols TK, Lesser RB, and Schnipper JL
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- Humans, Medication Adherence, Medication Reconciliation, Patient Discharge, Systematic Reviews as Topic, Aftercare, Medication Therapy Management
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Purpose: To identify interventions for organizational pharmacist-leaders and frontline pharmacy staff to optimize peri- and postdischarge medication management., Summary: An evidence-based toolkit was systematically constructed on the basis of findings of 3 systematic overviews of systematic reviews. The interventions were reviewed by a technical expert panel and categorized as either tools or tactics. The identified tools are instruments such as diagrams, flow charts, lists, tables, and templates used in performing a distinct operation, whereas identified tactics reflect broader methods (eg, reduced dosing frequency). Tools and tactics were chosen on the basis of their potential to improve postdischarge medication management, with a focus on interventions led by pharmacy staff that may reduce hospital readmissions among older, sicker patients. Overall, 23 tools and 2 tactics were identified. The identified tools include items such as education, text messaging, and phone calls. The tactics identified are dose simplification and monetary incentives. Practical information has also been provided to facilitate implementation., Conclusion: Several tools and tactics are available to optimize peri- and postdischarge medication management. Organizational pharmacist-leaders and frontline pharmacy staff can implement these interventions to improve patient outcomes., (© American Society of Health-System Pharmacists 2021. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
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- 2021
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38. How do contraindications to non-opioid analgesics and opioids affect the likelihood that patients with back pain diagnoses in the primary care setting receive an opioid prescription? An observational cross-sectional study.
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Keller MS, Truong L, Mays AM, Needleman J, Heilemann MSV, and Nuckols TK
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- Back Pain, Benzodiazepines, Contraindications, Cross-Sectional Studies, Humans, Prescriptions, Primary Health Care, Probability, Analgesics, Non-Narcotic, Analgesics, Opioid adverse effects
- Abstract
Background: Given the risks of opioids, clinicians are under growing pressure to treat pain with non-opioid medications. Yet non-opioid analgesics such as non-steroidal anti-inflammatory drugs (NSAIDs) have their own risks: patients with kidney disease or gastrointestinal diseases can experience serious adverse events. We examined the likelihood that patients with back pain diagnoses and contraindications to NSAIDs and opioids received an opioid prescription in primary care., Methods: We identified office visits for back pain from 2012 to 2017 and sampled the first office visit per patient per year (N = 24,543 visits). We created indicators reflecting contraindications for NSAIDs (kidney, liver, cardiovascular/cerebrovascular, and gastrointestinal diseases; concurrent or chronic use of anticoagulants/antiplatelets, chronic corticosteroid use) and opioids (depression, anxiety, substance use (SUD) and bipolar disorders, and concurrent benzodiazepines) and estimated four logistic regression models, with the one model including all patient visits and models 2-4 stratifying for previous opioid use. We estimated the population attributable risk for each contraindication., Results: In our model with all patients-visits, patients received an opioid prescription at 4% of visits. The predicted probability (PP) of receiving an opioid was 4% without kidney disease vs. 7% with kidney disease; marginal effect (ME): 3%; 95%CI: 1-4%). For chronic or concurrent anticoagulant/antiplatelet prescriptions, the PPs were 4% vs. 6% (ME: 2%; 95%CI: 1-3%). For concurrent benzodiazepines, the PPs were 4% vs. 11% (ME: 7%, 95%CI: 5-9%) and for SUD, the PPs were 4% vs. 5% (ME: 1%, 95%CI: 0-3%). For the model including patients with previous long-term opioid use, the PPs for concurrent benzodiazepines were 25% vs. 24% (ME: -1%; 95%CI: - 18-16%). The population attributable risk (PAR) for NSAID and opioid contraindications was small. For kidney disease, the PAR was 0.16% (95%CI: 0.08-0.23%), 0.44% (95%CI: 0.30-0.58%) for anticoagulants and antiplatelets, 0.13% for substance use (95%CI: 0.03-0.22%) and 0.20% for concurrent benzodiazepine use (95%CI: 0.13-0.26%)., Conclusions: Patients with diagnoses of kidney disease and concurrent use of anticoagulants/antiplatelet medications had a higher probability of receiving an opioid prescription at a primary care visit for low back pain, but these conditions do not explain a large proportion of the opioid prescriptions.
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- 2021
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39. Refining Safe Contrast Limits for Preventing Acute Kidney Injury After Percutaneous Coronary Intervention.
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Yuan N, Latif K, Botting PG, Elad Y, Bradley SM, Nuckols TK, Cheng S, and Ebinger JE
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- Aged, Coronary Disease surgery, Dose-Response Relationship, Drug, Electronic Health Records statistics & numerical data, Female, Humans, Male, Predictive Value of Tests, Prognosis, Reproducibility of Results, Acute Kidney Injury chemically induced, Acute Kidney Injury prevention & control, Contrast Media administration & dosage, Contrast Media adverse effects, Decision Support Techniques, Percutaneous Coronary Intervention adverse effects, Percutaneous Coronary Intervention methods, Risk Adjustment methods
- Abstract
Background Contrast-associated acute kidney injury (CA-AKI) is associated with substantial morbidity and may be prevented by using less contrast during percutaneous coronary intervention (PCI). However, tools for determining safe contrast volumes are limited. We developed risk models to tailor safe contrast volume limits during PCI. Methods and Results Using data from all PCIs performed at 18 hospitals from January 2015 to March 2018, we developed logistic regression models for predicting CA-AKI, including simpler models ("pragmatic full," "pragmatic minimum") using only predictors easily derivable from electronic health records. We prospectively validated these models using PCI data from April 2018 to December 2018 and compared them to preexisting safe contrast models using the area under the receiver operating characteristic curve (AUC). The model derivation data set included 20 579 PCIs with 2102 CA-AKI cases. When applying models to the separate validation data set (5423 PCIs, 488 CA-AKI cases), prior safe contrast limits (5*Weight/Creatinine, 2*CreatinineClearance) were poor measures of safety with accuracies of 53.7% and 56.6% in predicting CA-AKI, respectively. The full, pragmatic full, and pragmatic minimum models performed significantly better (accuracy, 73.1%, 69.3%, 66.6%; AUC, 0.80, 0.76, 0.72 versus 0.59 for 5 * Weight/Creatinine, 0.61 for 2*CreatinineClearance). We found that applying safe contrast limits could meaningfully reduce CA-AKI risk in one-quarter of patients. Conclusions Compared with preexisting equations, new multivariate models for safe contrast limits were substantially more accurate in predicting CA-AKI and could help determine which patients benefit most from limiting contrast during PCI. Using readily available electronic health record data, these models could be implemented into electronic health records to provide actionable information for improving PCI safety.
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- 2021
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40. How Do Clinicians of Different Specialties Perceive and Use Opioid Risk Mitigation Strategies? A Qualitative Study.
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Keller MS, Jusufagic A, Nuckols TK, Needleman J, and Heilemann MV
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- Analgesics, Opioid therapeutic use, Humans, Qualitative Research, Substance Abuse Detection, Opioid-Related Disorders drug therapy, Opioid-Related Disorders prevention & control, Prescription Drug Monitoring Programs
- Abstract
Background: In response to the opioid crisis, states and health systems are encouraging clinicians to use risk mitigation strategies aimed at assessing a patient's risk for opioid misuse or abuse: opioid agreements, prescription drug monitoring programs (PDMPs), and urine drug tests (UDT). Objective : The objective of this qualitative study was to understand how clinicians perceived and used risk mitigation strategies for opioid abuse/misuse and identify barriers to implementation. Methods : We interviewed clinicians who prescribe opioid medications in the outpatient setting from 2016-2018 and analyzed the data using Constructivist Grounded Theory methodology. Results : We interviewed 21 primary care clinicians and 12 specialists. Nearly all clinicians reported using the PDMP. Some clinicians (adopters) found the opioid agreement and UDTs to be valuable, but most (non-adopters) did not. Adopters found the agreements and UDTs helpful in treating patients equitably, setting limits, and having objective evidence of misuse; protocols and workflows facilitated the use of the strategies. Non-adopters perceived the strategies as awkward, disruptive to the clinician-patient relationship, and introducing a power differential; they also cited lack of time and resources as barriers to use. Conclusions : Our study demonstrates that clinicians in certain settings have found effective ways to implement and use the PDMP, opioid agreements, and UDT but that other clinicians are less comfortable with their use. Administrators and policymakers should ensure that the strategies are designed in a way that strengthens the clinician-patient relationship while maximizing safety for patients and that clinicians are adequately trained and supported when introducing the strategies.
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- 2021
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41. Understanding Clinicians' Decisions to Assume Prescriptions for Inherited Patients on Long-term Opioid Therapy: A Qualitative Study.
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Keller MS, Jusufagic A, Nuckols TK, Needleman J, and Heilemann M
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- Analgesics, Opioid therapeutic use, Drug Prescriptions, Humans, Pain Management, Practice Patterns, Physicians', Prescriptions, Chronic Pain drug therapy, Physicians, Primary Care
- Abstract
Objective: Given the changing political and social climate around opioids, we examined how clinicians in the outpatient setting made decisions about managing opioid prescriptions for new patients already on long-term opioid therapy., Methods: We conducted in-depth interviews with 32 clinicians in Southern California who prescribed opioid medications in the outpatient setting for chronic pain. The study design, interview guides, and coding for this qualitative study were guided by constructivist grounded theory methodology., Results: We identified three approaches to assuming a new patient's opioid prescriptions. Staunch Opposers, mostly clinicians with specialized training in pain medicine, were averse to continuing opioid prescriptions for new patients and often screened outpatients seeking opioids. Cautious and Conflicted Prescribers were wary about prescribing opioids but were willing to refill prescriptions if they perceived the patient as trustworthy and the medication fell within their comfort zone. Clinicians in the first two groups felt resentful about other clinicians "dumping" patients on opioids on them. Rapport Builders, mostly primary care physicians, were the most willing to assume opioid prescriptions and were strategic in their approach to transitioning patients to safer doses., Conclusions: Clinicians with the most training in pain management were the least willing to assume responsibility for opioid prescriptions for patients already on long-term opioid therapy. In contrast, primary care clinicians were the most willing to assume this responsibility. However, primary care clinicians face barriers to providing high-quality care for patients with complex pain conditions, such as short visit times and less specialized training., (© The Author(s) 2020. Published by Oxford University Press on behalf of the American Academy of Pain Medicine. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
- Published
- 2020
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42. Testing proposed quality measures for treatment of carpal tunnel syndrome: feasibility, magnitude of quality gaps, and reliability.
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Harris AHS, Meerwijk EL, Ding Q, Trickey AW, Finlay AK, Schmidt EM, Curtin CM, Sears ED, Nuckols TK, and Kamal RN
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- Feasibility Studies, Humans, Magnetic Resonance Imaging, Middle Aged, Physical Therapy Modalities, Reproducibility of Results, Carpal Tunnel Syndrome therapy, Quality Indicators, Health Care
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Background: The American Academy of Orthopaedic Surgeons and American Society for Surgery of the Hand recently proposed three quality measures for carpal tunnel syndrome (CTS): Measure 1 - Discouraging routine use of Magnetic resonance imaging (MRI) for diagnosis of CTS; Measure 2 - Discouraging the use of adjunctive surgical procedures during carpal tunnel release (CTR); and Measure 3 - Discouraging the routine use of occupational and/or physical therapy after CTR. The goal of this study were to 1) Assess the feasibility of using the specifications to calculate the measures in real-world healthcare data and identify aspects of the specifications that might be clarified or improved; 2) Determine if the measures identify important variation in treatment quality that justifies expending resources for their further development and implementation; 3) Assess the facility- and surgeon-level reliability of measures., Methods: The measures were calculated using national data from the Veterans Health Administration (VA) Corporate Data Warehouse for three fiscal years (FY; 2016-18). Facility- and surgeon-level performance and reliability were examined. To expand the testing context, the measures were also tested using data from an academic medical center., Results: The denominator of Measure 1 was 132,049 VA patients newly diagnosed with CTS. The denominators of Measures 2 and 3 were 20,813 CTRs received by VA patients. The median facility-level performances on the three measures were 96.5, 100, and 94.7%, respectively. Of 130 VA facilities, none had < 90% performance on Measure 1. Among 111 facilities that performed CTRs, only 1 facility had < 90% performance on Measure 2. In contrast, 21 facilities (18.9%) and 333 surgeons (17.8%) had lower than 90% performance on Measure 3 (Median facility- and surgeon-level reliability for Measure 3 were very high (0.95 and 0.96 respectively)., Conclusions: Measure 3 displayed adequate facility- and surgeon-level variability and reliability to justify its use for quality monitoring and improvement purposes. Measures 1 and 2 lacked quality gaps, suggesting they should not be implemented in VA and need to be tested in other healthcare settings. Opportunities exist to refine the specifications of Measure 3 to ensure that different organizations calculate the measure in the same way.
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- 2020
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43. The quality of electrodiagnostic tests for carpal tunnel syndrome: Implications for surgery, outcomes, and expenditures.
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Shetty KD, Robbins M, Aragaki D, Basu A, Conlon C, Dworsky M, Benner D, Seelam R, and Nuckols TK
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- Adult, Carpal Tunnel Syndrome diagnosis, Carpal Tunnel Syndrome economics, Electrodiagnosis economics, Female, Health Surveys, Humans, Male, Middle Aged, Occupational Health Services economics, Quality Indicators, Health Care economics, Treatment Outcome, Carpal Tunnel Syndrome surgery, Electrodiagnosis standards, Health Expenditures standards, Occupational Health Services standards, Patient Reported Outcome Measures, Quality Indicators, Health Care standards
- Abstract
Introduction: The quality of electrodiagnostic tests may influence treatment decisions, particularly regarding surgery, affecting health outcomes and health-care expenditures., Methods: We evaluated test quality among 338 adults with workers' compensation claims for carpal tunnel syndrome. Using simulations, we examined how it influences the appropriateness of surgery. Using regression, we evaluated associations with symptoms and functional limitations (Boston Carpal Tunnel Questionnaire), overall health (12-item Short Form Health Survey version 2), actual receipt of surgery, and expenditures., Results: In simulations, suboptimal quality tests rendered surgery inappropriate for 99 of 309 patients (+32 percentage points). In regression analyses, patients with the highest quality tests had larger declines in symptoms (-0.50 point; 95% confidence interval [CI], -0.89 to -0.12) and functional impairment (-0.42 point; 95% CI, -0.78 to -0.06) than patients with the lowest quality tests. Test quality was not associated with overall health, actual receipt of surgery, or expenditures., Discussion: Test quality is pivotal to determining surgical appropriateness and associated with meaningful differences in symptoms and function., (© 2020 Wiley Periodicals, Inc.)
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- 2020
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44. Quality of electrodiagnostic testing for carpal tunnel syndrome: adherence to quality measures.
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Aragaki D, Basu A, Conlon C, Shetty Md Ms KD, Robbins M, Benner D, and Nuckols TK
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- Adult, Cohort Studies, Electrodiagnosis methods, Female, Humans, Male, Middle Aged, Neural Conduction physiology, Prospective Studies, Surveys and Questionnaires, Carpal Tunnel Syndrome diagnosis, Carpal Tunnel Syndrome physiopathology, Electrodiagnosis standards, Quality Indicators, Health Care standards
- Abstract
Introduction: Research has shown that quality of health-care services is often suboptimal. Little is known about the quality of electrodiagnostic testing., Methods: We prospectively recruited 477 adults with workers' compensation claims for carpal tunnel syndrome (CTS) from 30 occupational health clinics and evaluated whether electrodiagnostic testing adhered to five process-oriented quality measures., Results: Among patients who had surgery for CTS, nearly all underwent recommended preoperative electrodiagnostic testing (measure #1, 170 of 174, 97.7%). Most electrodiagnostic tests included essential components (measure #2, 295 of 379, 77.8%). However, few reports documented skin temperature (measure #3, 93 of 379, 24.5%) and criteria were seldom met for interpreting test findings as consistent with CTS (measure #4, 41 of 284, 14.4%) or "severe" CTS (measure #5, 8 of 46, 17.4%)., Discussion: Most patients underwent testing before surgery, but test quality was often suboptimal. This work lays the groundwork for future efforts to monitor and improve the quality of electrodiagnostic testing for CTS., (© 2020 Wiley Periodicals, Inc.)
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- 2020
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45. Nonspecific chest pain and hospital revisits within 7 days of care: variation across emergency department, observation and inpatient visits.
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Martsolf GR, Nuckols TK, Fingar KR, Barrett ML, Stocks C, and Owens PL
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- 2020
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46. A systematic overview of systematic reviews evaluating medication adherence interventions.
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Anderson LJ, Nuckols TK, Coles C, Le MM, Schnipper JL, Shane R, Jackevicius C, Lee J, and Pevnick JM
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- Humans, Systematic Reviews as Topic, Medication Adherence statistics & numerical data
- Abstract
Purpose: To systematically summarize evidence from multiple systematic reviews (SRs) examining interventions addressing medication nonadherence and to discern differences in effectiveness by intervention, patient, and study characteristics., Summary: MEDLINE, the Cochrane Database of Systematic Reviews, and the Database of Abstracts of Reviews of Effects were searched for papers published from January 2004 to February 2017. English-language SRs examining benefits of medication adherence interventions were eligible. Inclusion was limited to adult patients prescribed medication for 1 of the following disease conditions: diabetes and prediabetes, heart conditions, hypertension and prehypertension, stroke, and cognitive impairment. Non-disease-specific SRs that considered medication adherence interventions for older adults, adults with chronic illness, and adults with known medication adherence problems were also included. Two researchers independently screened titles, abstracts, and full-text articles. They then extracted key variables from eligible SRs, reconciling discrepancies via discussion. A MeaSurement Tool to Assess systematic Reviews (AMSTAR) was used to assess SRs; those with scores below 8 were excluded. Conclusions regarding intervention effectiveness were extracted. Grades of Recommendation, Assessment, Development and Evaluation (GRADE) methodology was applied to assess evidence quality., Results: Of 390 SRs, 25 met the inclusion criteria and assessed adherence as a primary outcome. Intervention types most consistently found to be effective were dose simplification, patient education, electronic reminders to patients, and reduced patient cost sharing or incentives. Of 50 conclusions drawn by the SRs, the underlying evidence was low or very low quality for 45 SRs., Conclusion: Despite an abundance of primary studies and despite only examining high-quality SRs, the vast majority of primary studies supporting SR authors' conclusions were of low or very low quality. Nonetheless, health system leaders seeking to improve medication adherence should prioritize interventions that have been studied and found to be effective at improving patient adherence, including dose simplification, education, reminders, and financial incentives., (© American Society of Health-System Pharmacists 2020. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
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- 2020
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47. Effect of medication reconciliation interventions on outcomes: A systematic overview of systematic reviews.
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Anderson LJ, Schnipper JL, Nuckols TK, Shane R, Le MM, Robbins K, and Pevnick JM
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- Humans, Medication Reconciliation standards, Treatment Outcome, Medication Reconciliation methods, Pharmacists standards, Systematic Reviews as Topic
- Abstract
Purpose: To evaluate and summarize published evidence from systematic reviews examining medication reconciliation., Methods: MEDLINE, the Cochrane Database of Systematic Reviews, and the Database of Abstracts of Reviews of Effects were searched for English-language systematic reviews published from January 2004 to March 2019. Reviewers independently extracted information and scored review quality using the Assessment of Multiple Systematic Reviews (AMSTAR) tool. For reviews with AMSTAR scores above 7, Grading of Recommendations Assessment, Development and Evaluation (GRADE) methodology was applied to assess evidence quality, with evidence summarized and conclusions compared across reviews., Results: Eleven reviews met the inclusion criteria, 5 of which used meta-analytic pooling. Most systematic reviews included primary studies of comprehensive bundled interventions that featured medication reconciliation as a central component. Reviews largely focused on transitions into and out of hospital settings. Five reviews focused exclusively on pharmacist-led interventions. Of the 5 reviews that considered all types of medication discrepancies, 3 reviews found very low-quality evidence that interventions reduced medication discrepancies. Neither of the 2 reviews that examined clinically significant medication discrepancies found any intervention effect. Of the 5 reviews that examined healthcare utilization outcomes, only 1 found any intervention effect, and that finding was based on low- to very low-quality evidence. Four reviews considered clinical outcomes, but none found any intervention effect., Conclusion: An overview of systematic reviews of medication reconciliation interventions found 9 high-quality systematic reviews. A minority of those reviews' conclusions were consistent with medication reconciliation alone having a measurable impact, and such conclusions were almost all based on very low-quality evidence., (© American Society of Health-System Pharmacists 2019. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
- Published
- 2019
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48. A systematic overview of systematic reviews evaluating interventions addressing polypharmacy.
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Anderson LJ, Schnipper JL, Nuckols TK, Shane R, Sarkisian C, Le MM, and Pevnick JM
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- Humans, Patient Acceptance of Health Care statistics & numerical data, Patient Discharge, Patient Transfer organization & administration, Systematic Reviews as Topic, Treatment Outcome, Clinical Trials as Topic, Inappropriate Prescribing prevention & control, Medication Therapy Management organization & administration, Polypharmacy
- Abstract
Purpose: To systematically evaluate and summarize evidence across multiple systematic reviews (SRs) examining interventions addressing polypharmacy., Summary: MEDLINE, the Cochrane Database of Systematic Reviews, and the Database of Abstracts of Reviews of Effects (DARE) were searched for SRs evaluating interventions addressing polypharmacy in adults published from January 2004 to February 2017. Two authors independently screened, appraised, and extracted information. SRs with Assessment of Multiple Systematic Reviews (AMSTAR) scores below 8 were excluded. After extraction of relevant conclusions from each SR, evidence was summarized and conclusions compared. Grading of Recommendations Assessment, Development and Evaluation (GRADE) methodology was used to assess evidence quality. Six SRs met the inclusion criteria, 4 of which used meta-analytic pooling. Five SRs focused on older adults. Four were not restricted to any specific disease type, whereas 1 focused on proton pump inhibitors and another focused on patients with severe dementia. Care settings and measured outcomes varied widely. SRs examining the impact on patient-centered outcomes, including morbidity, mortality, patient satisfaction, and utilization, found inconsistent evidence regarding the benefit of polypharmacy interventions, but most concluded that interventions had either null or uncertain impact. Two SRs assessing medication appropriateness found very low-quality evidence of modest improvements with polypharmacy interventions., Conclusion: An overview of SRs of interventions to address polypharmacy found 6 recent and high-quality SRs, mostly focused on older adults, in which both process and outcome measures were used to evaluate interventions. Despite the low quality of evidence in the underlying primary studies, both SRs that assessed medication appropriateness found evidence that polypharmacy interventions improved it. However, there was no consistent evidence of any impact on downstream patient-centered outcomes such as healthcare utilization, morbidity, or mortality., (© American Society of Health-System Pharmacists 2019. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
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- 2019
- Full Text
- View/download PDF
49. Trends in the Use of Skilled Nursing Facility and Home Health Care Under the Hospital Readmissions Reduction Program: An Interrupted Time-series Analysis.
- Author
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Popescu I, Sood N, Joshi S, Huckfeldt P, Escarce J, and Nuckols TK
- Subjects
- Aged, Aged, 80 and over, Female, Humans, Interrupted Time Series Analysis, Male, Medicare legislation & jurisprudence, United States, Facilities and Services Utilization trends, Home Care Services statistics & numerical data, Patient Readmission legislation & jurisprudence, Reimbursement, Incentive legislation & jurisprudence, Skilled Nursing Facilities statistics & numerical data
- Abstract
Background: Medicare's Hospital Readmission Reduction Program (HRRP) penalizes hospitals with elevated 30-day readmission rates for acute myocardial infarction (AMI), heart failure (HF), or pneumonia. To reduce readmissions, hospitals may have increased referrals to skilled nursing facilities (SNFs) and home health care., Research Design: Outcomes included 30-day postdischarge utilization of SNF and home health care, including any use as well as days of use. Subjects included Medicare fee-for-service beneficiaries aged 65 years and older who were admitted with AMI, HF, or pneumonia to hospitals subject to the HRRP. Using an interrupted time-series analysis, we compared utilization rates observed after the announcement of the HRRP (April 2010 through September 2012) and after the imposition of penalties (October 2012 through September 2014) with projected utilization rates that accounted for pre-HRRP trends (January 2008 through March 2010). Models included patient characteristics and hospital fixed effects., Results: For AMI and HF, utilization of SNF and home health care remained stable overall. For pneumonia, observed utilization of any SNF care increased modestly (1.0%, P<0.001 during anticipation; 2.4%, P<0.001 after penalties) and observed utilization of any home health care services declined modestly (-0.5%, P=0.008 after announcement; -0.7%, P=0.045 after penalties) relative to projections. Beneficiaries with AMI and pneumonia treated at penalized hospitals had higher rates of being in the community 30 days postdischarge., Conclusions: Hospitals might be shifting to more intensive postacute care to avoid readmissions among seniors with pneumonia. At the same time, penalized hospitals' efforts to prevent readmissions may be keeping higher proportions of their patients in the community.
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- 2019
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50. Primary Care Physicians in the Merit-Based Incentive Payment System (MIPS): a Qualitative Investigation of Participants' Experiences, Self-Reported Practice Changes, and Suggestions for Program Administrators.
- Author
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Berdahl CT, Easterlin MC, Ryan G, Needleman J, and Nuckols TK
- Subjects
- Health Policy, Humans, Medicare Access and CHIP Reauthorization Act of 2015, Primary Health Care economics, Primary Health Care legislation & jurisprudence, Qualitative Research, Reimbursement, Incentive organization & administration, Primary Health Care organization & administration, Quality Improvement economics, Quality of Health Care economics, Reimbursement, Incentive economics
- Abstract
Background: While both administrators of pay-for-performance programs and practicing physicians strive to improve healthcare quality, they sometimes disagree on the best approach. The Medicare Access and CHIP Reauthorization Act of 2015 mandated the creation of the Merit-Based Incentive Payment System (MIPS), a program that incentivizes more than 700,000 physician participants to report on four domains of care, including healthcare quality. While MIPS performance scores were recently released, little is known about how primary care physicians (PCPs) and their practices are being affected by the program and what actions they are taking in response to MIPS., Objectives: To (1) describe PCP perspectives and self-reported practice changes related to quality measurement under MIPS and (2) disseminate PCP suggestions for improving the program., Design: Qualitative study employing semi-structured interviews., Participants: Twenty PCPs trained in internal medicine or family medicine who were expected to report under MIPS for calendar year 2017 were interviewed between October 2017 and June 2018. Eight PCPs self-reported to be knowledgeable about MIPS. Seven PCPs worked in small practices., Key Results: Most PCPs identified advantages of quality measurement under MIPS, including the creation of practice-level systems for quality improvement. However, they also cited disadvantages, including administrative burdens and fears that practices serving vulnerable patients could be penalized. Many participants reported using technology or altering staffing to help with data collection and performance improvement. A few participants were considering selling small practices or joining larger ones to avoid administrative tasks. Suggestions for improving MIPS included simplifying the program to reduce administrative burdens, protecting practices serving vulnerable populations, and improving communication between program administrators and PCPs., Conclusions: MIPS is succeeding in nudging PCPs to develop quality measurement and improvement systems, but PCPs are concerned that administrative burdens are leading to the diversion of clinical resources away from patient-centered care and negatively impacting patient and clinician satisfaction. Program administrators should improve communication with participants and consider simplifying the program to make it less burdensome. Future work should be done to investigate how technical assistance programs can target PCPs that serve vulnerable patient populations and are having difficulty adapting to MIPS.
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- 2019
- Full Text
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