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Tay YX, Foley S, Killeen R, Ong MEH, Chen RC, Chan LP, Mak MS, McNulty JP. Impact and effect of imaging referral guidelines on patients and radiology services: a systematic review. Eur Radiol 2025; 35:532-541. [PMID: 39002059 PMCID: PMC11632068 DOI: 10.1007/s00330-024-10938-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 05/10/2024] [Accepted: 06/11/2024] [Indexed: 07/15/2024]
Abstract
OBJECTIVES The objective of this systematic review was to offer a comprehensive overview and explore the associated outcomes from imaging referral guidelines on various key stakeholders, such as patients and radiologists. MATERIALS AND METHODS An electronic database search was conducted in Medline, Embase and Web of Science to retrieve citations published between 2013 and 2023. The search was constructed using medical subject headings and keywords. Only full-text articles and reviews written in English were included. The quality of the included papers was assessed using the mixed methods appraisal tool. A narrative synthesis was undertaken for the selected articles. RESULTS The search yielded 4384 records. Following the abstract, full-text screening, and removal of duplication, 31 studies of varying levels of quality were included in the final analysis. Imaging referral guidelines from the American College of Radiology were most commonly used. Clinical decision support systems were the most evaluated mode of intervention, either integrated or standalone. Interventions showed reduced patient radiation doses and waiting times for imaging. There was a general reduction in radiology workload and utilisation of diagnostic imaging. Low-value imaging utilisation decreased with an increase in the appropriateness of imaging referrals and ratings and cost savings. Clinical effectiveness was maintained during the intervention period without notable adverse consequences. CONCLUSION Using evidence-based imaging referral guidelines improves the quality of healthcare and outcomes while reducing healthcare costs. Imaging referral guidelines are one essential component of improving the value of radiology in the healthcare system. CLINICAL RELEVANCE STATEMENT There is a need for broader dissemination of imaging referral guidelines to healthcare providers globally in tandem with the harmonisation of the application of these guidelines to improve the overall value of radiology within the healthcare system. KEY POINTS The application of imaging referral guidelines has an impact and effect on patients, radiologists, and health policymakers. The adoption of imaging referral guidelines in clinical practice can impact healthcare costs and improve healthcare quality and outcomes. Implementing imaging referral guidelines contributes to the attainment of value-based radiology.
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Affiliation(s)
- Yi Xiang Tay
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Dublin, Ireland.
- Radiography Department, Allied Health Division, Singapore General Hospital, Singapore, Singapore.
| | - Shane Foley
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Dublin, Ireland
| | - Ronan Killeen
- St Vincent's University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Marcus E H Ong
- Department of Emergency Medicine, Division of Medicine, Singapore General Hospital, Singapore, Singapore
- Duke-NUS Graduate Medical School, Singapore, Singapore
| | - Robert Chun Chen
- Duke-NUS Graduate Medical School, Singapore, Singapore
- Department of Neuroradiology, Division of Radiological Sciences, Singapore General Hospital, Singapore, Singapore
- National Neuroscience Institute, Singapore, Singapore
| | - Lai Peng Chan
- Duke-NUS Graduate Medical School, Singapore, Singapore
- Department of Diagnostic Radiology, Division of Radiological Sciences, Singapore General Hospital, Singapore, Singapore
| | - May San Mak
- Duke-NUS Graduate Medical School, Singapore, Singapore
- Department of Diagnostic Radiology, Division of Radiological Sciences, Singapore General Hospital, Singapore, Singapore
| | - Jonathan P McNulty
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Dublin, Ireland
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Zhao S, Langford AV, Chen Q, Lyu M, Yang Z, French SD, Williams CM, Lin CWC. Effectiveness of strategies for implementing guideline-concordant care in low back pain: a systematic review and meta-analysis of randomised controlled trials. EClinicalMedicine 2024; 78:102916. [PMID: 39606686 PMCID: PMC11600785 DOI: 10.1016/j.eclinm.2024.102916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 10/17/2024] [Accepted: 10/18/2024] [Indexed: 11/29/2024] Open
Abstract
Background International low back pain guidelines recommend providing education/advice to patients, discouraging routine imaging use, and encouraging judicious prescribing of analgesics. However, practice variation occurs and the effectiveness of implementation strategies to promote guideline-concordant care is unclear. This review aims to comprehensively evaluate the effectiveness of implementation strategies to promote guideline-concordant care for low back pain. Methods Five databases (including MEDLINE, Embase, CINAHL, CENTRAL and PEDro were searched from inception until 22nd August 2024. Randomised controlled trials (RCTs) that evaluated strategies to promote guideline-concordant care (providing education/advice, discouraging routine imaging use, and/or reducing analgesic use) among healthcare professionals or organisations were included. Two reviewers independently conducted screening, data extraction, and risk of bias assessments. The primary outcome was guideline-concordant care in the medium-term (>3 months but <12 months). The taxonomy recommended by the Cochrane Effective Practice and Organisation of Care (EPOC) group was used to categorise implementation strategies. Meta-analysis with a random-effects model was conducted where possible. This systematic review was prospectively registered in PROSPERO (registration number: CRD42023452969). Findings Twenty-seven RCTs with 32 reports were included. All strategies targeted healthcare professionals (7796 health professionals overseeing 34,890 patients with low back pain), and none targeted organisations. The most commonly used implementation strategies were educational materials (15/27) and educational meetings (14/27), although most studies (24/27) used more than one strategy ('multifaceted strategies'). In the medium-term, compared to no implementation, implementation strategies probably reduced the use of routine imaging (number of studies [N] = 7, odds ratio [OR] = 1.26, 95% confidence interval [CI]: 1.01-1.58, I 2 = 50%, moderate certainty evidence), but made no difference in reducing analgesic use (N = 4, OR = 1.05, 95% CI: 0.96-1.14, I 2 = 0%, high certainty evidence). Further, implementation strategies may make no difference to improve the rate of providing education/advice (N = 3, OR = 1.83, 95% CI: 0.87-3.87, I 2 = 95%, low certainty evidence), but this finding should be interpreted with caution because the sensitivity analysis showed a weak positive finding indicating unstable results that are likely to change with future research (N = 2, OR = 1.18, 95% CI: 1.04-1.35, I 2 = 0%, moderate certainty evidence). No difference was found when comparing one implementation strategy to another in the medium-term. Interpretation Implementing guideline recommendations delivered mixed effects in promoting guideline-concordant care for low back pain management. Funding There was no funding source for this review.
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Affiliation(s)
- Siya Zhao
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, NSW, Australia
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Aili V. Langford
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
- Sydney School of Pharmacy, The University of Sydney, Sydney, NSW, Australia
| | - Qiuzhe Chen
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, NSW, Australia
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Meng Lyu
- School of Public Health, Lanzhou University, Lanzhou, Gansu, China
| | - Zhiwei Yang
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, NSW, Australia
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Simon D. French
- Department of Chiropractic, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Christopher M. Williams
- University Centre for Rural Health, School of Health Sciences, University of Sydney, Lismore, NSW, Australia
- Research and Knowledge Translation Directorate, Mid North Coast Local Health District, Port Macquarie, NSW, Australia
| | - Chung-Wei Christine Lin
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, NSW, Australia
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
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Fenton JJ, Cipri C, Gosdin M, Tancredi DJ, Jerant A, Robinson CA, Xing G, Fridman I, Weinberg G, Hudnut A. Standardized Patient Communication and Low-Value Spinal Imaging: A Randomized Clinical Trial. JAMA Netw Open 2024; 7:e2441826. [PMID: 39504026 PMCID: PMC11541634 DOI: 10.1001/jamanetworkopen.2024.41826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 09/02/2024] [Indexed: 11/09/2024] Open
Abstract
Importance Acute back pain is a common reason for primary care visits and often results in low-value spinal imaging. Objective To evaluate the effect of a standardized patient-delivered intervention on rates of low-value spinal imaging among primary care patients with acute low back pain. Design, Setting, and Participants In this randomized clinical trial, physicians or advanced practice clinicians were recruited from March 22 to August 5, 2021, from 10 adult primary care or urgent care clinics in Sacramento, California. The intervention period was from May 1, 2021, to March 30, 2022, with follow-up from October 28, 2021, to June 30, 2023. Analyses were performed from April 1 to June 25, 2024. Intervention Clinicians were randomized 1:1 to intervention or control. Intervention clinicians received 3 simulated office visits, each with a standardized patient instructor (SPI) portraying a patient with acute uncomplicated back pain. At each visit, SPIs provided clinician feedback guided by a 3-step model: (1) set the stage for deferred imaging by building trust, (2) convey empathy, and (3) communicate optimism while advocating watchful waiting without imaging. Control clinicians received no intervention. Main Outcomes and Measures The primary outcome was lumbar spinal imaging completion within 90 days of acute low back pain visits, with study clinicians assessed up to 18 months of follow-up. Secondary outcomes were cervical spine imaging completion after acute neck pain visits, any imaging completion after an adult visit, patient experience ratings of clinicians (scale range, 0-100), and use of targeted communication skills during an audio-recorded standardized patient evaluation visit at median follow-up of 16.8 months (range, 14.1-18.0 months). Results The analysis included 53 clinicians; mean (SD) age was 46.7 (1.0) years, and 35 (66.0%) reported female gender. A total of 25 were in the intervention group and 28 in the control group. After adjustment for prerandomization rates, patients with acute low back pain who saw intervention and control clinicians during follow-up had similar rates of lumbar imaging (194 of 1234 clinic visits [15.7%] vs 226 of 1306 clinic visits [17.3%]; adjusted ratio of postintervention vs preintervention odds ratios [AORR], 1.00; 95% CI, 0.72-1.40). Adjusted follow-up rates of imaging for acute neck pain (AORR, 1.16; 95% CI, 0.83-1.63) and overall imaging (AORR, 1.07; 95% CI, 0.97-1.19) were not significantly different among patients of intervention and control clinicians. Intervention and control clinicians had similar mean (SD) patient experience ratings during follow-up (88.6 [28.7] vs 88.8 [28.3]; adjusted mean difference-in-differences, -1.0; 95% CI, -3.0 to 0.9). During audio-recorded standardized patient visits, intervention clinicians had significantly better ratings than controls on eliciting the patient's perspective (adjusted standardized difference [ASD], 0.62; 95% CI, 0.05-1.19) and conveying empathy (ASD, 1.16; 95% CI, 0.55-1.77). Conclusions and Relevance In this randomized clinical trial of an educational intervention using simulated office visits to encourage a watchful waiting approach for acute low back pain, the intervention had no significant effect on low-value spinal imaging rates or patient experience ratings. Trial Registration ClinicalTrials.gov Identifier: NCT04255199.
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Affiliation(s)
- Joshua J. Fenton
- Department of Family and Community Medicine, University of California, Davis, Sacramento
- The Center for Healthcare Policy and Research, University of California, Davis, Sacramento
- School of Medicine, University of California, Davis, Sacramento
| | - Camille Cipri
- The Center for Healthcare Policy and Research, University of California, Davis, Sacramento
| | - Melissa Gosdin
- The Center for Healthcare Policy and Research, University of California, Davis, Sacramento
| | - Daniel J. Tancredi
- The Center for Healthcare Policy and Research, University of California, Davis, Sacramento
- School of Medicine, University of California, Davis, Sacramento
- Department of Pediatrics, University of California, Davis, Sacramento
| | - Anthony Jerant
- Department of Family and Community Medicine, University of California, Davis, Sacramento
- The Center for Healthcare Policy and Research, University of California, Davis, Sacramento
- School of Medicine, University of California, Davis, Sacramento
| | | | - Guibo Xing
- The Center for Healthcare Policy and Research, University of California, Davis, Sacramento
| | - Ilona Fridman
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill
| | - Gary Weinberg
- The Center for Healthcare Policy and Research, University of California, Davis, Sacramento
| | - Andrew Hudnut
- Sutter Institute for Medical Research, Sacramento, California
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El Fadel O, Goldberg ZN, Jain A, Venkat N, Upadhyaya A, Mack S, Kaminski M, Papanagnou D, Ziring D, Hayden G. Integrating Choosing Wisely, Value-Based Care Principles, Into Undergraduate Medical Education: A Pilot Study. Cureus 2024; 16:e56912. [PMID: 38528995 PMCID: PMC10963070 DOI: 10.7759/cureus.56912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/25/2024] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND Healthcare spending represents a large portion of the GDP of the United States. Value-based care (VBC) seeks to decrease waste in health care spending, yet this concept is insufficiently taught to medical students. The Choosing Wisely Students and Trainees Advocating for Resource Stewardship (STARS) campaign promotes initiatives that integrate knowledge of VBC into undergraduate medical education (UME). This study sought to determine the most effective strategy to educate medical students on key principles of VBC as taught by the STARS campaign. METHODS Choosing Wisely principles were incorporated into the UME curriculum of an academic medical institution via the creation of eight new learning objectives (LOs) for case-based learning (CBL) sessions and lectures. Medical students completed an annual 10-question survey from 2019 to 2022 and 10 formal examination questions during the preclinical (years 1 and 2) curriculum after exposure to varying quantities of LOs. Pearson correlation, chi-square, and logistic regression were employed to determine the association between increased LOs in the curriculum and (1) campaign awareness and (2) knowledge of VBC principles. RESULTS A total of 700 survey responses over a four-year period (2019 to 2022) were analyzed. Student awareness of the campaign and knowledge of VBC principles increased year over year during the survey period (39% to 92% and 64% to 74%, respectively). There were significant associations between increased LOs in the curriculum and (1) campaign awareness (0.828, p<0.0001) and (2) knowledge of VBC principles (0.934, p<0.001). Students also performed well on formal examination questions related to VBC principles (mean: 81.5% and mean discrimination index: 0.18). CONCLUSION Integration of VBC-focused LOs is significantly associated with awareness of the Choosing Wisely STARS campaign and knowledge of VBC principles taught by the campaign. Collaborative initiatives to increase exposure to VBC education may improve students' knowledge of these principles during medical school.
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Affiliation(s)
- Omar El Fadel
- Internal Medicine, Thomas Jefferson University, Philadelphia, USA
| | | | - Amiti Jain
- Internal Medicine, Thomas Jefferson University, Philadelphia, USA
| | - Nitya Venkat
- Internal Medicine, Thomas Jefferson University, Philadelphia, USA
| | - Anjali Upadhyaya
- Internal Medicine, Thomas Jefferson University, Philadelphia, USA
| | - Shale Mack
- Internal Medicine, Thomas Jefferson University, Philadelphia, USA
| | - Mitchell Kaminski
- Family and Community Medicine, Thomas Jefferson University, Philadelphia, USA
| | | | - Deborah Ziring
- Internal Medicine, Thomas Jefferson University, Philadelphia, USA
| | - Geoffrey Hayden
- Emergency Medicine, Thomas Jefferson University, Philadelphia, USA
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Kullgren JT, Kim HM, Slowey M, Colbert J, Soyster B, Winston SA, Ryan K, Forman JH, Riba M, Krupka E, Kerr EA. Using Behavioral Economics to Reduce Low-Value Care Among Older Adults: A Cluster Randomized Clinical Trial. JAMA Intern Med 2024; 184:281-290. [PMID: 38285565 PMCID: PMC10825788 DOI: 10.1001/jamainternmed.2023.7703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 11/22/2023] [Indexed: 01/31/2024]
Abstract
Importance Use of low-value care is common among older adults. It is unclear how to best engage clinicians and older patients to decrease use of low-value services. Objective To test whether the Committing to Choose Wisely behavioral economic intervention could engage primary care clinicians and older patients to reduce low-value care. Design, Setting, and Participants Stepped-wedge cluster randomized clinical trial conducted at 8 primary care clinics of an academic health system and a private group practice between December 12, 2017, and September 4, 2019. Participants were primary care clinicians and older adult patients who had diabetes, insomnia, or anxiety or were eligible for prostate cancer screening. Data analysis was performed from October 2019 to November 2023. Intervention Clinicians were invited to commit in writing to Choosing Wisely recommendations for older patients to avoid use of hypoglycemic medications to achieve tight glycemic control, sedative-hypnotic medications for insomnia or anxiety, and prostate-specific antigen tests to screen for prostate cancer. Committed clinicians had their photographs displayed on clinic posters and received weekly emails with alternatives to these low-value services. Educational handouts were mailed to applicable patients before scheduled visits and available at the point of care. Main Outcomes and Measures Patient-months with a low-value service across conditions (primary outcome) and separately for each condition (secondary outcomes). For patients with diabetes, or insomnia or anxiety, secondary outcomes were patient-months in which targeted medications were decreased or stopped (ie, deintensified). Results The study included 81 primary care clinicians and 8030 older adult patients (mean [SD] age, 75.1 [7.2] years; 4076 men [50.8%] and 3954 women [49.2%]). Across conditions, a low-value service was used in 7627 of the 37 116 control patient-months (20.5%) and 7416 of the 46 381 intervention patient-months (16.0%) (adjusted odds ratio, 0.79; 95% CI, 0.65-0.97). For each individual condition, there were no significant differences between the control and intervention periods in the odds of patient-months with a low-value service. The intervention increased the odds of deintensification of hypoglycemic medications for diabetes (adjusted odds ratio, 1.85; 95% CI, 1.06-3.24) but not sedative-hypnotic medications for insomnia or anxiety. Conclusions and Relevance In this stepped-wedge cluster randomized clinical trial, the Committing to Choose Wisely behavioral economic intervention reduced low-value care across 3 common clinical situations and increased deintensification of hypoglycemic medications for diabetes. Use of scalable interventions that nudge patients and clinicians to achieve greater value while preserving autonomy in decision-making should be explored more broadly. Trial Registration ClinicalTrials.gov Identifier: NCT03411525.
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Affiliation(s)
- Jeffrey T. Kullgren
- Veterans Affairs Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor
- University of Michigan Institute for Healthcare Policy and Innovation, Ann Arbor
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor
- University of Michigan Center for Bioethics and Social Sciences in Medicine, Ann Arbor
| | - H. Myra Kim
- Veterans Affairs Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan
- University of Michigan Institute for Healthcare Policy and Innovation, Ann Arbor
| | - Megan Slowey
- Center for Health and Research Transformation, Ann Arbor, Michigan
| | - Joseph Colbert
- University of Michigan Center for Bioethics and Social Sciences in Medicine, Ann Arbor
| | - Barbara Soyster
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor
| | | | - Kerry Ryan
- University of Michigan Center for Bioethics and Social Sciences in Medicine, Ann Arbor
| | - Jane H. Forman
- Veterans Affairs Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan
| | - Melissa Riba
- Center for Health and Research Transformation, Ann Arbor, Michigan
| | - Erin Krupka
- University of Michigan School of Information, Ann Arbor
| | - Eve A. Kerr
- Veterans Affairs Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor
- University of Michigan Institute for Healthcare Policy and Innovation, Ann Arbor
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Persell SD, Petito LC, Lee JY, Meeker D, Doctor JN, Goldstein NJ, Fox CR, Rowe TA, Linder JA, Chmiel R, Peprah YA, Brown T. Reducing Care Overuse in Older Patients Using Professional Norms and Accountability : A Cluster Randomized Controlled Trial. Ann Intern Med 2024; 177:324-334. [PMID: 38315997 DOI: 10.7326/m23-2183] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND Effective strategies are needed to curtail overuse that may lead to harm. OBJECTIVE To evaluate the effects of clinician decision support redirecting attention to harms and engaging social and reputational concerns on overuse in older primary care patients. DESIGN 18-month, single-blind, pragmatic, cluster randomized trial, constrained randomization. (ClinicalTrials.gov: NCT04289753). SETTING 60 primary care internal medicine, family medicine and geriatrics practices within a health system from 1 September 2020 to 28 February 2022. PARTICIPANTS 371 primary care clinicians and their older adult patients from participating practices. INTERVENTION Behavioral science-informed, point-of-care, clinical decision support tools plus brief case-based education addressing the 3 primary clinical outcomes (187 clinicians from 30 clinics) were compared with brief case-based education alone (187 clinicians from 30 clinics). Decision support was designed to increase salience of potential harms, convey social norms, and promote accountability. MEASUREMENTS Prostate-specific antigen (PSA) testing in men aged 76 years and older without previous prostate cancer, urine testing for nonspecific reasons in women aged 65 years and older, and overtreatment of diabetes with hypoglycemic agents in patients aged 75 years and older and hemoglobin A1c (HbA1c) less than 7%. RESULTS At randomization, mean clinic annual PSA testing, unspecified urine testing, and diabetes overtreatment rates were 24.9, 23.9, and 16.8 per 100 patients, respectively. After 18 months of intervention, the intervention group had lower adjusted difference-in-differences in annual rates of PSA testing (-8.7 [95% CI, -10.2 to -7.1]), unspecified urine testing (-5.5 [CI, -7.0 to -3.6]), and diabetes overtreatment (-1.4 [CI, -2.9 to -0.03]) compared with education only. Safety measures did not show increased emergency care related to urinary tract infections or hyperglycemia. An HbA1c greater than 9.0% was more common with the intervention among previously overtreated diabetes patients (adjusted difference-in-differences, 0.47 per 100 patients [95% CI, 0.04 to 1.20]). LIMITATION A single health system limits generalizability; electronic health data limit ability to differentiate between overtesting and underdocumentation. CONCLUSION Decision support designed to increase clinicians' attention to possible harms, social norms, and reputational concerns reduced unspecified testing compared with offering traditional case-based education alone. Small decreases in diabetes overtreatment may also result in higher rates of uncontrolled diabetes. PRIMARY FUNDING SOURCE National Institute on Aging.
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Affiliation(s)
- Stephen D Persell
- Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago; and Center for Primary Care Innovation, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.D.P., J.A.L.)
| | - Lucia C Petito
- Division of Biostatistics, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois (L.C.P.)
| | - Ji Young Lee
- Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois (J.Y.L., T.A.R., Y.A.P., T.B.)
| | | | - Jason N Doctor
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California (J.N.D.)
| | - Noah J Goldstein
- UCLA Anderson School of Management, UCLA Geffen School of Medicine, Los Angeles, California (N.J.G., C.R.F.)
| | - Craig R Fox
- UCLA Anderson School of Management, UCLA Geffen School of Medicine, Los Angeles, California (N.J.G., C.R.F.)
| | - Theresa A Rowe
- Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois (J.Y.L., T.A.R., Y.A.P., T.B.)
| | - Jeffrey A Linder
- Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago; and Center for Primary Care Innovation, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois (S.D.P., J.A.L.)
| | - Ryan Chmiel
- Information Services, Northwestern Memorial HealthCare, Chicago, Illinois (R.C.)
| | - Yaw Amofa Peprah
- Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois (J.Y.L., T.A.R., Y.A.P., T.B.)
| | - Tiffany Brown
- Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois (J.Y.L., T.A.R., Y.A.P., T.B.)
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Hashemi S, Bai L, Gao S, Burstein F, Renzenbrink K. Sharpening clinical decision support alert and reminder designs with MINDSPACE: A systematic review. Int J Med Inform 2024; 181:105276. [PMID: 37948981 DOI: 10.1016/j.ijmedinf.2023.105276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 10/07/2023] [Accepted: 10/28/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Clinical decision support (CDS) alerts and reminders aim to influence clinical decisions, yet they are often designed without considering human decision-making behaviour. While this behaviour is comprehensively described by behavioural economics (BE), the sheer volume of BE literature poses a challenge to designers when identifying behavioural effects with utility to alert and reminder designs. This study tackles this challenge by focusing on the MINDSPACE framework for behaviour change, which collates nine behavioural effects that profoundly influence human decision-making behaviour: Messenger, Incentives, Norms, Defaults, Salience, Priming, Affect, Commitment, and Ego. METHOD A systematic review searching MEDLINE, Embase, PsycINFO, and CINAHL Plus to explore (i) the usage of MINDSPACE effects in alert and reminder designs and (ii) the efficacy of those alerts and reminders in influencing clinical decisions. The search queries comprised ten Boolean searches, with nine focusing on the MINDSPACE effects and one focusing on the term mindspace. RESULTS 50 studies were selected from 1791 peer-reviewed journal articles in English from 1970 to 2022. Except for ego, eight of nine MINDSPACE effects were utilised to design alerts and reminders, with defaults and norms utilised the most in alerts and reminders, respectively. Overall, alerts and reminders informed by MINDSPACE effects showed an average 71% success rate in influencing clinical decisions (alerts 73%, reminders 69%). Most studies utilised a single effect in their design, with higher efficacy for alerts (64%) than reminders (41%). Others utilised multiple effects, showing higher efficacy for reminders (28%) than alerts (9%). CONCLUSION This review presents sufficient evidence demonstrating the MINDSPACE framework's merits for designing CDS alerts and reminders with human decision-making considerations. The framework can adequately address challenges in identifying behavioural effects pertinent to the effective design of CDS alerts and reminders. The review also identified opportunities for future research into other relevant effects (e.g., framing).
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Affiliation(s)
- Sarang Hashemi
- Department of Human-Centred Computing, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia.
| | - Lu Bai
- Department of Human-Centred Computing, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
| | - Shijia Gao
- Department of Human-Centred Computing, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
| | - Frada Burstein
- Department of Human-Centred Computing, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
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Ganguli I, Mulligan KL, Chant ED, Lipsitz S, Simmons L, Sepucha K, Rudin RS. Effect of a Peer Comparison and Educational Intervention on Medical Test Conversation Quality: A Randomized Clinical Trial. JAMA Netw Open 2023; 6:e2342464. [PMID: 37943557 PMCID: PMC10636635 DOI: 10.1001/jamanetworkopen.2023.42464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/28/2023] [Indexed: 11/10/2023] Open
Abstract
Importance Medical test overuse and resulting care cascades represent a costly, intractable problem associated with inadequate patient-clinician communication. One possible solution with potential for broader benefits is priming routine, high-quality medical test conversations. Objective To assess if a peer comparison and educational intervention for physicians and patients improved medical test conversations during annual visits. Design, Setting, and Participants Randomized clinical trial and qualitative evaluation at an academic medical center conducted May 2021 to October 2022. Twenty primary care physicians (PCPs) were matched-pair randomized. For each physician, at least 10 patients with scheduled visits were enrolled. Data were analyzed from December 2022 to September 2023. Interventions In the intervention group, physicians received previsit emails that compared their low-value testing rates with those of peer PCPs and included point-of-care-accessible guidance on medical testing; patients received previsit educational materials via email and text message. Control group physicians and patients received general previsit preparation tips. Main outcomes and measures The primary patient outcome was the Shared Decision-Making Process survey (SDMP) score. Secondary patient outcomes included medical test knowledge and presence of test conversation. Outcomes were compared using linear regression models adjusted for patient age, gender, race and ethnicity, and education. Poststudy interviews with intervention group physicians and patients were also conducted. Results There were 166 intervention group patients and 148 control group patients (mean [SD] patient age, 50.2 [15.3] years; 210 [66.9%] female; 246 [78.3%] non-Hispanic White). Most patients discussed at least 1 test with their physician (95.4% for intervention group; 98.3% for control group; difference, -2.9 percentage points; 95% CI, -7.0 to 1.2 percentage points). There were no statistically significant differences in SDMP scores (2.11 out of 4 for intervention group; 1.97 for control group; difference, 0.14; 95% CI, -0.25 to 0.54) and knowledge scores (2.74 vs 2.54 out of 4; difference, 0.19; 95% CI, -0.05 to 0.43). In poststudy interviews with 3 physicians and 16 patients, some physicians said the emails helped them reexamine their testing approach while others noted competing demands. Most patients said they trusted their physicians' advice even when inconsistent with educational materials. Conclusions and Relevance In this randomized clinical trial of a physician-facing and patient-facing peer comparison and educational intervention, there was no significant improvement in medical test conversation quality during annual visits. These results suggest that future interventions to improve conversations and reduce overuse and cascades should further address physician adoption barriers and leverage patient-clinician relationships. Trial Registration ClinicalTrials.gov Identifier: NCT04902664.
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Affiliation(s)
- Ishani Ganguli
- Harvard Medical School, Boston, Massachusetts
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Kathleen L. Mulligan
- Frank H. Netter MD School of Medicine at Quinnipiac University, North Haven, Connecticut
| | - Emma D. Chant
- Hackensack Meridian School of Medicine, Nutley, New Jersey
| | - Stuart Lipsitz
- Harvard Medical School, Boston, Massachusetts
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Leigh Simmons
- Harvard Medical School, Boston, Massachusetts
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Karen Sepucha
- Harvard Medical School, Boston, Massachusetts
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Robert S. Rudin
- Health Care Division, RAND Corporation, Boston, Massachusetts
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Lang G, Ingvarsson S, Hasson H, Nilsen P, Augustsson H. Organizational influences on the use of low-value care in primary health care - a qualitative interview study with physicians in Sweden. Scand J Prim Health Care 2022; 40:426-437. [PMID: 36325746 PMCID: PMC9848255 DOI: 10.1080/02813432.2022.2139467] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
AIM The aim was (1) to explore organizational factors influencing the use of low-value care (LVC) as perceived by primary care physicians and (2) to explore which organizational strategies they believe are useful for reducing the use of LVC. DESIGN Qualitative study with semi-structured focus group discussions (FGDs) analyzed using qualitative content analysis. SETTING Six publicly owned primary health care centers in Stockholm. SUBJECTS The participants were 31 primary care physicians. The number of participants in each FGD varied between 3 and 7. MAIN OUTCOME MEASURES Categories and subcategories reporting organizational factors perceived to influence the use of LVC and organizational strategies considered useful for reducing the use of LVC. RESULTS Four types of organizational factors (resources, care processes, improvement activities, and governance) influenced the use of LVC. Resources involved time to care for patients, staff knowledge, and working tools. Care processes included work routines and the ways activities and resources were prioritized in the organization. Improvement activities involved performance measurement and improvement work to reduce LVC. Governance concerned organizational goals, higher-level decision making, and policies. Physicians suggested multiple strategies targeting these factors to reduce LVC, including increased patient-physician continuity, adjusted economic incentives, continuous professional development for physicians, and gatekeeping functions which prevent unnecessary appointments and guide patients to the appropriate point of care. . CONCLUSION The influence of multiple organizational factors throughout the health-care system indicates that a whole-system approach might be useful in reducing LVC.KEY POINTSWe know little about how organizational factors influence the use of low-value care (LVC) in primary health care.Physicians perceive organizational resources, care processes, improvement activities, and governance as influences on the use of LVC and LVC-reducing strategies.This study provides insights about how these factors influence LVC use.Strategies at multiple levels of the health-care system may be warranted to reduce LVC.
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Affiliation(s)
- Gabriella Lang
- Procome Research Group, Department of Learning, Informatics, Management and Ethics, Medical Management Centre, Karolinska Institutet, Stockholm, Sweden
- CONTACT Gabriella Lang Procome Research Group, Department of Learning, Informatics, Management and Ethics, Medical Management Centre, Karolinska Institutet, Stockholm, SE 171 77, Sweden
| | - Sara Ingvarsson
- Procome Research Group, Department of Learning, Informatics, Management and Ethics, Medical Management Centre, Karolinska Institutet, Stockholm, Sweden
| | - Henna Hasson
- Procome Research Group, Department of Learning, Informatics, Management and Ethics, Medical Management Centre, Karolinska Institutet, Stockholm, Sweden
- Unit for Implementation and Evaluation, Center for Epidemiology and Community Medicine (CES), Region Stockholm, Stockholm, Sweden
| | - Per Nilsen
- Division of Society and Health, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Hanna Augustsson
- Procome Research Group, Department of Learning, Informatics, Management and Ethics, Medical Management Centre, Karolinska Institutet, Stockholm, Sweden
- Unit for Implementation and Evaluation, Center for Epidemiology and Community Medicine (CES), Region Stockholm, Stockholm, Sweden
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10
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Ingvarsson S, Hasson H, von Thiele Schwarz U, Nilsen P, Powell BJ, Lindberg C, Augustsson H. Strategies for de-implementation of low-value care-a scoping review. Implement Sci 2022; 17:73. [PMID: 36303219 PMCID: PMC9615304 DOI: 10.1186/s13012-022-01247-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 10/13/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND The use of low-value care (LVC) is a persistent problem that calls for knowledge about strategies for de-implementation. However, studies are dispersed across many clinical fields, and there is no overview of strategies that can be used to support the de-implementation of LVC. The extent to which strategies used for implementation are also used in de-implementing LVC is unknown. The aim of this scoping review is to (1) identify strategies for the de-implementation of LVC described in the scientific literature and (2) compare de-implementation strategies to implementation strategies as specified in the Expert Recommendation for Implementing Change (ERIC) and strategies added by Perry et al. METHOD: A scoping review was conducted according to recommendations outlined by Arksey and O'Malley. Four scientific databases were searched, relevant articles were snowball searched, and the journal Implementation Science was searched manually for peer-reviewed journal articles in English. Articles were included if they were empirical studies of strategies designed to reduce the use of LVC. Two reviewers conducted all abstract and full-text reviews, and conflicting decisions were discussed until consensus was reached. Data were charted using a piloted data-charting form. The strategies were first coded inductively and then mapped onto the ERIC compilation of implementation strategies. RESULTS The scoping review identified a total of 71 unique de-implementation strategies described in the literature. Of these, 62 strategies could be mapped onto ERIC strategies, and four strategies onto one added category. Half (50%) of the 73 ERIC implementation strategies were used for de-implementation purposes. Five identified de-implementation strategies could not be mapped onto any of the existing strategies in ERIC. CONCLUSIONS Similar strategies are used for de-implementation and implementation. However, only a half of the implementation strategies included in the ERIC compilation were represented in the de-implementation studies, which may imply that some strategies are being underused or that they are not applicable for de-implementation purposes. The strategies assess and redesign workflow (a strategy previously suggested to be added to ERIC), accountability tool, and communication tool (unique new strategies for de-implementation) could complement the existing ERIC compilation when used for de-implementation purposes.
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Affiliation(s)
- Sara Ingvarsson
- Procome Research Group, Medical Management Centre, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Karolinska, Sweden
| | - Henna Hasson
- Procome Research Group, Medical Management Centre, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Karolinska, Sweden
- Unit for implementation and evaluation, Center for Epidemiology and Community Medicine (CES), Stockholm Region, Stockholm, Sweden
| | - Ulrica von Thiele Schwarz
- Procome Research Group, Medical Management Centre, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Karolinska, Sweden
- School of Health, Care and Social Welfare, Mälardalen University, Västerås, Sweden
| | - Per Nilsen
- Department of Health, Medicine and Caring Sciences, Division of Public Health, Linköping University, Linköping, Sweden
| | - Byron J. Powell
- Center for Mental Health Services Research, Brown School, Washington University in St. Louis, St. Louis, MO USA
- Center for Dissemination and Implementation, Institute for Public Health, Washington University in St. Louis, St. Louis, MO USA
- Division of Infectious Diseases, John T. Milliken Department of Medicine, School of Medicine, Washington University in St. Louis, St. Louis, MO USA
| | - Clara Lindberg
- Procome Research Group, Medical Management Centre, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Karolinska, Sweden
| | - Hanna Augustsson
- Procome Research Group, Medical Management Centre, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Karolinska, Sweden
- Unit for implementation and evaluation, Center for Epidemiology and Community Medicine (CES), Stockholm Region, Stockholm, Sweden
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11
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Furlong B, Etchegary H, Aubrey-Bassler K, Swab M, Pike A, Hall A. Patient education materials for non-specific low back pain and sciatica: A systematic review and meta-analysis. PLoS One 2022; 17:e0274527. [PMID: 36223377 PMCID: PMC9555681 DOI: 10.1371/journal.pone.0274527] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Accepted: 08/28/2022] [Indexed: 11/07/2022] Open
Abstract
INTRODUCTION Guidelines recommend patient education materials (PEMs) for low back pain (LBP), but no systematic review has assessed PEMs on their own. We investigated the effectiveness of PEMs on process, clinical, and health system outcomes for LBP and sciatica. METHODS Systematic searches were performed in MEDLINE, EMBASE, CINAHL, PsycINFO, SPORTDiscus, trial registries and grey literature through OpenGrey. We included randomized controlled trials of PEMs for LBP. Data extraction, risk of bias, and quality of evidence gradings were performed independently by two reviewers. Standardized mean differences or risk ratios and 95% confidence intervals were calculated, and effect sizes pooled using random-effects models. Analyses of acute/subacute LBP were performed separately from chronic LBP at immediate, short, medium, and long-term (6, 12, 24, and 52 weeks, respectively). RESULTS 27 studies were identified. Compared to usual care for chronic LBP, we found moderate to low-quality evidence that PEMs improved pain intensity at immediate (SMD = -0.16 [95% CI: -0.29, -0.03]), short (SMD = -0.44 [95% CI: -0.88, 0.00]), medium (SMD = -0.53 [95% CI: -1.01, -0.05]), and long-term (SMD = -0.21 [95% CI: -0.41, -0.01]), medium-term disability (SMD = -0.32 [95% CI: -0.61, -0.03]), quality of life at short (SMD = -0.17 [95% CI: -0.30, -0.04]) and medium-term (SMD = -0.23 [95% CI: -0.41, -0.04]) and very low-quality evidence that PEMs improved global improvement ratings at immediate (SMD = -0.40 [95% CI: -0.58, -0.21]), short (SMD = -0.42 [95% CI: -0.60, -0.24]), medium (SMD = -0.46 [95% CI: -0.65, -0.28]), and long-term (SMD = -0.43 [95% CI: -0.61, -0.24]). We found very low-quality evidence that PEMs improved pain self-efficacy at immediate (SMD = -0.21 [95% CI: -0.39, -0.03]), short (SMD = -0.25 [95% CI: -0.43, -0.06]), medium (SMD = -0.23 [95% CI: -0.41, -0.05]), and long-term (SMD = -0.32 [95% CI: -0.50, -0.13]), and reduced medium-term fear-avoidance beliefs (SMD = -0.24 [95% CI: -0.43, -0.06]) and long-term stress (SMD = -0.21 [95% CI: -0.39, -0.03]). Compared to usual care for acute LBP, we found high to moderate-quality evidence that PEMs improved short-term pain intensity (SMD = -0.24 [95% CI: -0.42, -0.06]) and immediate-term quality of life (SMD = -0.24 [95% CI: -0.42, -0.07]). We found low to very low-quality evidence that PEMs increased knowledge at immediate (SMD = -0.51 [95% CI: -0.72, -0.31]), short (SMD = -0.48 [95% CI: -0.90, -0.05]), and long-term (RR = 1.28 [95% CI: 1.10, 1.49]) and pain self-efficacy at short (SMD = -0.78 [95% CI: -0.98, -0.58]) and long-term (SMD = -0.32 [95% CI: -0.52, -0.12]). We found moderate to very low-quality evidence that PEMs reduced short-term days off work (SMD = -0.35 [95% CI: -0.63, -0.08]), long-term imaging referrals (RR = 0.60 [95% CI: 0.41, 0.89]), and long-term physician visits (SMD = -0.16 [95% CI: -0.26, -0.05]). Compared to other interventions (e.g., yoga, Pilates), PEMs had no effect or were less effective for acute/subacute and chronic LBP. CONCLUSIONS There was a high degree of variability across outcomes and time points, but providing PEMs appears favorable to usual care as we observed many small, positive patient and system impacts for acute/subacute and chronic LBP. PEMs were generally less effective than other interventions; however, no cost effectiveness analyses were performed to weigh the relative benefits of these interventions to the likely less costly PEMs.
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Affiliation(s)
- Bradley Furlong
- Primary Healthcare Research Unit, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
| | - Holly Etchegary
- Clinical Epidemiology, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
| | - Kris Aubrey-Bassler
- Primary Healthcare Research Unit, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
| | - Michelle Swab
- Health Sciences Library, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
| | - Andrea Pike
- Primary Healthcare Research Unit, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
| | - Amanda Hall
- Primary Healthcare Research Unit, Memorial University of Newfoundland, St. John’s, Newfoundland and Labrador, Canada
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12
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Ho VT, Aikens RC, Tso G, Heidenreich PA, Sharp C, Asch SM, Chen JH, Shah NK. Interruptive Electronic Alerts for Choosing Wisely Recommendations: A Cluster Randomized Controlled Trial. J Am Med Inform Assoc 2022; 29:1941-1948. [PMID: 36018731 PMCID: PMC10161518 DOI: 10.1093/jamia/ocac139] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 07/13/2022] [Accepted: 08/17/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE To assess the efficacy of interruptive electronic alerts in improving adherence to the American Board of Internal Medicine's Choosing Wisely recommendations to reduce unnecessary laboratory testing. MATERIALS AND METHODS We administered 5 cluster randomized controlled trials simultaneously, using electronic medical record alerts regarding prostate-specific antigen (PSA) testing, acute sinusitis treatment, vitamin D testing, carotid artery ultrasound screening, and human papillomavirus testing. For each alert, we assigned 5 outpatient clinics to an interruptive alert and 5 were observed as a control. Primary and secondary outcomes were the number of postalert orders per 100 patients at each clinic and number of triggered alerts divided by orders, respectively. Post hoc analysis evaluated whether physicians experiencing interruptive alerts reduced their alert-triggering behaviors. RESULTS Median postalert orders per 100 patients did not differ significantly between treatment and control groups; absolute median differences ranging from 0.04 to 0.40 for PSA testing. Median alerts per 100 orders did not differ significantly between treatment and control groups; absolute median differences ranged from 0.004 to 0.03. In post hoc analysis, providers receiving alerts regarding PSA testing in men were significantly less likely to trigger additional PSA alerts than those in the control sites (Incidence Rate Ratio 0.12, 95% CI [0.03-0.52]). DISCUSSION Interruptive point-of-care alerts did not yield detectable changes in the overall rate of undesired orders or the order-to-alert ratio between active and silent sites. Complementary behavioral or educational interventions are likely needed to improve efforts to curb medical overuse. CONCLUSION Implementation of interruptive alerts at the time of ordering was not associated with improved adherence to 5 Choosing Wisely guidelines. TRIAL REGISTRATION NCT02709772.
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Affiliation(s)
- Vy T Ho
- Division of Vascular Surgery, Department of Surgery, Stanford University School of Medicine, Stanford, California, USA
| | - Rachael C Aikens
- Department of Biomedical Informatics, Stanford University School of Medicine, Stanford, California, USA
| | - Geoffrey Tso
- Division of Primary Care and Population Health, Stanford University School of Medicine, Palo Alto, California, USA
| | - Paul A Heidenreich
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Center for Innovation to Implementation, VA Palo Alto Healthcare System, Palo Alto, California, USA
| | - Christopher Sharp
- Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Steven M Asch
- Division of Primary Care and Population Health, Stanford University School of Medicine, Palo Alto, California, USA
- Center for Innovation to Implementation, VA Palo Alto Healthcare System, Palo Alto, California, USA
| | - Jonathan H Chen
- Stanford Center for Biomedical Informatics Research, Department of Medicine, Stanford University, Stanford, California, USA
| | - Neil K Shah
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
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13
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Hallek M, Ockenfels A, Wiesen D. Behavioral Economics Interventions to Improve Medical Decision-Making. DEUTSCHES ARZTEBLATT INTERNATIONAL 2022; 119:633-639. [PMID: 35912421 PMCID: PMC9764346 DOI: 10.3238/arztebl.m2022.0275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 09/30/2021] [Accepted: 04/07/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND In medicine, a wide gap exists between the medical care that ought to be possible in the light of the current state of medical research and the care that is actually provided. Behavioral biases and noise are two major reasons for this. METHODS We present the findings of a selective literature review and illustrate how interventions based on behavioral economics can help physicians make better decisions and thereby improve treatment outcomes. RESULTS A number of behavioral economics interventions, making use of, for example, default settings, active decision rules, social norms, and self-commitments, may improve physicians' clinical decision-making. Evidence on long-term effects is, however, mostly lacking. CONCLUSION Despite their apparent potential, the application of behavioral economic interventions to improve medical decisionmaking is still in its infancy, particularly in Germany.
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Affiliation(s)
- Michael Hallek
- University Hospital of Cologne, Internal Medicine Clinic I and Center for Integrated Oncology Aachen Bonn Cologne Dusseldorf (CIO)
| | - Axel Ockenfels
- Cologne University, Department of Economics, Center for Social and Economic Behavior (C-SEB) and Cluster of Excellence ECONtribute
| | - Daniel Wiesen
- Cologne University, Seminar for General Business Administration and Management in Healthcare and Center for Social and Economic Behavior (C-SEB),*Seminar for General Business Administration and Management in Healthcare University of Cologne Albertus-Magnus-Platz 50931 Cologne
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14
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Kini V, Breathett K, Groeneveld PW, Ho PM, Nallamothu BK, Peterson PN, Rush P, Wang TY, Zeitler EP, Borden WB. Strategies to Reduce Low-Value Cardiovascular Care: A Scientific Statement From the American Heart Association. Circ Cardiovasc Qual Outcomes 2022; 15:e000105. [PMID: 35189687 PMCID: PMC9909614 DOI: 10.1161/hcq.0000000000000105] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Low-value health care services that provide little or no benefit to patients are common, potentially harmful, and costly. Nearly half of the patients in the United States will receive at least 1 low-value test or procedure annually, creating risk of avoidable complications from subsequent cascades of care and excess costs to patients and society. Reducing low-value care is of particular importance to cardiovascular health given the high prevalence and costs of cardiovascular disease in the United States. This scientific statement describes the current scope and impact of low-value cardiovascular care; reviews existing literature on patient-, clinician-, health system-, payer-, and policy-level interventions to reduce low-value care; proposes solutions to achieve meaningful and equitable reductions in low-value care; and suggests areas for future research priorities.
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Mira JJ, Carrillo I, Pérez-Pérez P, Astier-Peña MP, Caro-Mendivelso J, Olivera G, Silvestre C, Nuín MA, Aranaz-Andrés JM. Avoidable Adverse Events Related to Ignoring the Do-Not-Do Recommendations: A Retrospective Cohort Study Conducted in the Spanish Primary Care Setting. J Patient Saf 2021; 17:e858-e865. [PMID: 34009877 PMCID: PMC8612910 DOI: 10.1097/pts.0000000000000830] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE This study aimed to measure the frequency and severity of avoidable adverse events (AAEs) related to ignoring do-not-do recommendations (DNDs) in primary care. METHODS A retrospective cohort study analyzing the frequency and severity of AAEs related to ignoring DNDs (7 from family medicine and 3 from pediatrics) was conducted in Spain. Data were randomly extracted from computerized electronic medical records by a total of 20 general practitioners and 5 pediatricians acting as reviewers; data between February 2018 and September 2019 were analyzed. RESULTS A total of 2557 records of adult and pediatric patients were reviewed. There were 1859 (72.7%) of 2557 (95% confidence interval [CI], 71.0%-74.4%) DNDs actions in 1307 patients (1507 were performed by general practitioners and 352 by pediatricians). Do-not-do recommendations were ignored more often in female patients (P < 0.0001). Sixty-nine AAEs were linked to ignoring DNDs (69/1307 [5.3%]; 95% CI, 4.1%-6.5%). Of those, 54 (5.1%) of 1062 were in adult patients (95% CI, 3.8%-6.4%) and 15 (6.1%) of 245 in pediatric patients (95% CI, 3.1%-9.1%). In adult patients, the majority of AAEs (51/901 [5.7%]; 95% CI, 4.2%-7.2%) occurred in patients 65 years or older. Most AAEs were characterized by temporary minor harm both in adult patients (28/54 [51.9%]; 95% CI, 38.5%-65.2%) and pediatric patients (15/15 [100%]). CONCLUSIONS These findings provide a new perspective about the consequences of low-value practices for the patients and the health care systems. Ignoring DNDs could place patients at risk, and their safety might be unnecessarily compromised. TRIAL REGISTRATION NUMBER NCT03482232.
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Affiliation(s)
- José Joaquín Mira
- From the Health District Alicante-Sant Joan, Alicante
- Miguel Hernández University, Elche
- Foundation for the Promotion of Health and Biomedical Research of Valencia Region (FISABIO), Sant Joan d’Alacant
| | - Irene Carrillo
- Miguel Hernández University, Elche
- Foundation for the Promotion of Health and Biomedical Research of Valencia Region (FISABIO), Sant Joan d’Alacant
| | - Pastora Pérez-Pérez
- Patient Safety Observatory, Andalusian Agency for Health Care Quality, Seville
| | - Maria Pilar Astier-Peña
- Family and Community Medicine, “La Jota” Health Centre, Zaragoza I Sector, Aragonese Health Service (SALUD)
- University of Zaragoza, Aragon Health Research Institute (IISA), Zaragoza
| | | | | | - Carmen Silvestre
- Healthcare Effectiveness and Safety Service, Navarre Health Service-Osasunbidea
| | | | - Jesús M. Aranaz-Andrés
- Preventive Medicine Service, Hospital Universitario Ramón y Cajal
- Institute Ramón y Cajal for Health Research (IRYCIS), Madrid, Spain
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Richards AR, Linder JA. Behavioral Economics and Ambulatory Antibiotic Stewardship: A Narrative Review. Clin Ther 2021; 43:1654-1667. [PMID: 34702589 DOI: 10.1016/j.clinthera.2021.08.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 08/05/2021] [Accepted: 08/09/2021] [Indexed: 12/20/2022]
Abstract
PURPOSE Behavioral economics recognizes that contextual, psychological, social, and emotional factors powerfully influence decision-making. Behavioral economics has the potential to provide a better understanding of, and, through subtle environmental changes, or "nudges," improve persistent quality-of-care challenges, like ambulatory antibiotic overprescribing. Despite decades of admonitions and educational initiatives, in the United States, up to 50% of ambulatory antibiotic prescriptions remain inappropriate or not associated with a diagnosis. METHODS We conducted a Medline search and performed a narrative review that examined the use of behavioral economics to understand the rationale for, and improvement of, ambulatory antibiotic prescribing. FINDINGS Clinicians prescribe antibiotics inappropriately because of perceived patient demand, to maintain patient satisfaction, diagnostic uncertainty, or time pressure, among other reasons. Behavioral economics-informed approaches offer additional improvements in antibiotic prescribing beyond clinician education and communication training. Precommitment, in which clinicians publicize their intent to prescribe antibiotics "only when they are absolutely necessary," leverages clinicians' self-conception and a desire to act in a manner consistent with public statements. Precommitment was associated with a 20% absolute reduction in the inappropriate antibiotic prescribing for acute respiratory infections. Justification alerts, in which clinicians must provide a brief written rationale for prescribing antibiotics, leverages social accountability, redefines the status quo as an active choice, and helps clinicians to shift from fast to slow, careful thinking. With justification alerts, the absolute rate of inappropriate antibiotic prescribing decreased from 23% to 5%. Peer comparison, in which clinicians receive feedback comparing their performance to their top-performing peers, provides evidence of improved performance and leverages peoples' desire to conform to social norms. Peer comparison decreased absolute inappropriate antibiotic prescribing rates from 20% to 4%, a decrease that persisted for 12 months after the end of the intervention. Also, a one-time peer-comparison letter from a high-profile messenger to primary care practices with high rates of prescribing antibiotics, there was a 6-month, 3% decrease inantibiotic prescribing. Future directions in applying behavioral economics to the inappropriate antibiotic prescribing include paying careful attention to design details; improving intervention effectiveness and durability; making harms salient; participants' involvement in the development of interventions (the "Ikea effect"); factoring in patient satisfaction; and patient-facing nudges about antibiotic use and care-seeking. In addition, the COVID pandemic could aid in ambulatory antibiotic prescribing improvements due to changing cognitive frames around respiratory symptom evaluation and antibiotic prescribing. IMPLICATIONS To improve ambulatory antibiotic prescribing, several behavioral economics-informed approaches-especially precommitment, justification alerts, and peer comparison-have reduced the rates of inappropriate prescribing of antibiotics to low levels.
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Affiliation(s)
| | - Jeffrey A Linder
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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Rhon DI, Mayhew RJ, Greenlee TA, Fritz JM. The influence of a MOBile-based video Instruction for Low back pain (MOBIL) on initial care decisions made by primary care providers: a randomized controlled trial. BMC FAMILY PRACTICE 2021; 22:200. [PMID: 34627152 PMCID: PMC8502287 DOI: 10.1186/s12875-021-01549-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 09/24/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND Adherence to guidelines for back pain continues to be a challenge, prompting strategies focused on improving education around biopsychosocial frameworks. OBJECTIVE Assess the influence of an interactive educational mobile app for patients on initial care decisions made for low back pain by the primary care provider. The secondary aim was to compare changes in self-reported pain and function between groups. METHODS This was a randomized controlled trial involving patients consulting for an initial episode of low back pain. The intervention was a mobile video-based education session (Truth About Low Back Pain) compared to usual care. The app focused on addressing maladaptive beliefs typically associated with higher risk of receiving low-value care options. The primary outcome was initial medical utilization decisions made by primary care practitioners (x-rays, MRIs, opioid prescriptions, injections, procedures) and secondary outcomes included PROMIS pain interference and physical function subscales at 1 and 6 months, and total medical costs. RESULTS Of 208 participants (71.2% male; mean age 35.4 years), rates of opioid prescriptions, advanced imaging, analgesic patches, spine injections, and physical therapy use were lower in the education group, but the differences were not significant. Total back-related medical costs for 1 year (mean diff = $132; P = 0.63) and none of the 6-month PROMIS subscales were significantly different between groups. Results were no different in opioid-naïve subjects. Instead, prior opioid use and high-risk of poor prognosis on the STarT Back Screening Tool predicted 1-year back pain-related costs and healthcare utilization, regardless of intervention. CONCLUSION Factors that influence medical treatment decisions and guideline-concordant care are complex. This particular patient education approach directed at patients did not appear to influence healthcare decisions made by primary care providers. Future studies should focus on high-risk populations and/or the impact of including the medical provider as an active part of the educational process. TRIAL REGISTRATION clinicaltrials.gov NCT02777983 .
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Affiliation(s)
- Daniel I Rhon
- Department of Rehabilitation Medicine, Brooke Army Medical Center, JBSA Fort Sam Houston, San Antonio, TX, USA. .,Uniformed Services University of the Health Sciences , Bethesda, MD, USA.
| | - Rachel J Mayhew
- Department of Rehabilitation Medicine, Brooke Army Medical Center, JBSA Fort Sam Houston, San Antonio, TX, USA
| | - Tina A Greenlee
- Department of Rehabilitation Medicine, Brooke Army Medical Center, JBSA Fort Sam Houston, San Antonio, TX, USA
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Cliff BQ, Avanceña ALV, Hirth RA, Lee SYD. The Impact of Choosing Wisely Interventions on Low-Value Medical Services: A Systematic Review. Milbank Q 2021; 99:1024-1058. [PMID: 34402553 DOI: 10.1111/1468-0009.12531] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Policy Points Dissemination of Choosing Wisely guidelines alone is unlikely to reduce the use of low-value health services. Interventions by health systems to implement Choosing Wisely guidelines can reduce the use of low-value services. Multicomponent interventions targeting clinicians are currently the most effective types of interventions. CONTEXT Choosing Wisely aims to reduce the use of unnecessary, low-value medical services through development of recommendations related to service utilization. Despite the creation and dissemination of these recommendations, evidence shows low-value services are still prevalent. This paper synthesizes literature on interventions designed to reduce medical care identified as low value by Choosing Wisely and evaluates which intervention characteristics are most effective. METHODS We searched peer-reviewed and gray literature from the inception of Choosing Wisely in 2012 through June 2019 to identify interventions in the United States motivated by or using Choosing Wisely recommendations. We also included studies measuring the impact of Choosing Wisely on its own, without interventions. We developed a coding guide and established coding agreement. We coded all included articles for types of services targeted, components of each intervention, results of the intervention, study type, and, where applicable, study quality. We measured the success rate of interventions, using chi-squared tests or Wald tests to compare across interventions. FINDINGS We reviewed 131 articles. Eighty-eight percent of interventions focused on clinicians only; 48% included multiple components. Compared with dissemination of Choosing Wisely recommendations only, active interventions were more likely to generate intended results (65% vs 13%, p < 0.001) and, among those, interventions with multiple components were more successful than those with one component (77% vs 47%, p = 0.002). The type of services targeted did not matter for success. Clinician-based interventions were more effective than consumer-based, though there is a dearth of studies on consumer-based interventions. Only 17% of studies included a control arm. CONCLUSIONS Interventions built on the Choosing Wisely recommendations can be effective at changing practice patterns to reduce the use of low-value care. Interventions are more effective when targeting clinicians and using more than one component. There is a need for high-quality studies that include active controls.
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Affiliation(s)
- Betsy Q Cliff
- School of Public Health, University of Illinois Chicago
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Last BS, Buttenheim AM, Timon CE, Mitra N, Beidas RS. Systematic review of clinician-directed nudges in healthcare contexts. BMJ Open 2021; 11:e048801. [PMID: 34253672 PMCID: PMC8276299 DOI: 10.1136/bmjopen-2021-048801] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 05/12/2021] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE Nudges are interventions that alter the way options are presented, enabling individuals to more easily select the best option. Health systems and researchers have tested nudges to shape clinician decision-making with the aim of improving healthcare service delivery. We aimed to systematically study the use and effectiveness of nudges designed to improve clinicians' decisions in healthcare settings. DESIGN A systematic review was conducted to collect and consolidate results from studies testing nudges and to determine whether nudges directed at improving clinical decisions in healthcare settings across clinician types were effective. We systematically searched seven databases (EBSCO MegaFILE, EconLit, Embase, PsycINFO, PubMed, Scopus and Web of Science) and used a snowball sampling technique to identify peer-reviewed published studies available between 1 January 1984 and 22 April 2020. Eligible studies were critically appraised and narratively synthesised. We categorised nudges according to a taxonomy derived from the Nuffield Council on Bioethics. Included studies were appraised using the Cochrane Risk of Bias Assessment Tool. RESULTS We screened 3608 studies and 39 studies met our criteria. The majority of the studies (90%) were conducted in the USA and 36% were randomised controlled trials. The most commonly studied nudge intervention (46%) framed information for clinicians, often through peer comparison feedback. Nudges that guided clinical decisions through default options or by enabling choice were also frequently studied (31%). Information framing, default and enabling choice nudges showed promise, whereas the effectiveness of other nudge types was mixed. Given the inclusion of non-experimental designs, only a small portion of studies were at minimal risk of bias (33%) across all Cochrane criteria. CONCLUSIONS Nudges that frame information, change default options or enable choice are frequently studied and show promise in improving clinical decision-making. Future work should examine how nudges compare to non-nudge interventions (eg, policy interventions) in improving healthcare.
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Affiliation(s)
- Briana S Last
- Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Alison M Buttenheim
- Department of Family and Community Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- Center for Health Incentives and Behavioral Economics (CHIBE), University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Penn Implementation Science Center at the Leonard Davis Institute of Health Economics (PISCE@LDI), University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Carter E Timon
- College of Liberal and Professional Studies, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nandita Mitra
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Rinad S Beidas
- Center for Health Incentives and Behavioral Economics (CHIBE), University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Penn Implementation Science Center at the Leonard Davis Institute of Health Economics (PISCE@LDI), University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
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Hall A, Richmond H, Pike A, Lawrence R, Etchegary H, Swab M, Thompson JY, Albury C, Hayden J, Patey AM, Matthews J. What behaviour change techniques have been used to improve adherence to evidence-based low back pain imaging? Implement Sci 2021; 16:68. [PMID: 34215284 PMCID: PMC8254222 DOI: 10.1186/s13012-021-01136-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Accepted: 06/09/2021] [Indexed: 11/20/2022] Open
Abstract
Background Despite international guideline recommendations, low back pain (LBP) imaging rates have been increasing over the last 20 years. Previous systematic reviews report limited effectiveness of implementation interventions aimed at reducing unnecessary LBP imaging. No previous reviews have analysed these implementation interventions to ascertain what behaviour change techniques (BCTs) have been used in this field. Understanding what techniques have been implemented in this field is an essential first step before exploring intervention effectiveness. Methods We searched EMBASE, Ovid (Medline), CINAHL and Cochrane CENTRAL from inception to February 1, 2021, as well as and hand-searched 6 relevant systematic reviews and conducted citation tracking of included studies. Two authors independently screened titles, abstracts, and full texts for eligibility and extracted data on study and intervention characteristics. Study interventions were qualitatively analysed by three coders to identify BCTs, which were mapped to mechanisms of action from the theoretical domains framework (TDF) using the Theory and Techniques Tool. Results We identified 36 eligible studies from 1984 citations in our electronic search and a further 2 studies from hand-searching resulting in 38 studies that targeted physician behaviour to reduce unnecessary LBP imaging. The studies were conducted in 6 countries in primary (n = 31) or emergency care (n = 7) settings. Thirty-four studies were included in our BCT synthesis which found the most frequently used BCTs were ‘4.1 instruction on how to perform the behaviour’ (e.g. Active/passive guideline dissemination and/or educational seminars/workshops), followed by ‘9.1 credible source’, ‘2.2 feedback on behaviour’ (e.g. electronic feedback reports on physicians’ image ordering) and 7.1 prompts and cues (electronic decision support or hard-copy posters/booklets for the office). This review highlighted that the majority of studies used education and/or feedback on behaviour to target the domains of knowledge and in some cases also skills and beliefs about capabilities to bring about a change in LBP imaging behaviour. Additionally, we found there to be a growing use of electronic or hard copy reminders to target the domains of memory and environmental context and resources. Conclusions This is the first study to identify what BCTs have been used to target a reduction in physician image ordering behaviour. The majority of included studies lacked the use of theory to inform their intervention design and failed to target known physician-reported barriers to following LBP imaging guidelines. Protocol Registation PROSPERO CRD42017072518 Supplementary Information The online version contains supplementary material available at 10.1186/s13012-021-01136-w.
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Affiliation(s)
- Amanda Hall
- Primary Healthcare Research Unit, Faculty of Medicine, Memorial University, 300 Prince Phillip Drive, St. John's, Newfoundland, A1B 3V6, Canada.
| | - Helen Richmond
- Primary Healthcare Research Unit, Faculty of Medicine, Memorial University, 300 Prince Phillip Drive, St. John's, Newfoundland, A1B 3V6, Canada
| | - Andrea Pike
- Primary Healthcare Research Unit, Faculty of Medicine, Memorial University, 300 Prince Phillip Drive, St. John's, Newfoundland, A1B 3V6, Canada
| | - Rebecca Lawrence
- Primary Healthcare Research Unit, Faculty of Medicine, Memorial University, 300 Prince Phillip Drive, St. John's, Newfoundland, A1B 3V6, Canada
| | - Holly Etchegary
- Primary Healthcare Research Unit, Faculty of Medicine, Memorial University, 300 Prince Phillip Drive, St. John's, Newfoundland, A1B 3V6, Canada
| | - Michelle Swab
- Primary Healthcare Research Unit, Faculty of Medicine, Memorial University, 300 Prince Phillip Drive, St. John's, Newfoundland, A1B 3V6, Canada
| | - Jacqueline Y Thompson
- Public Health, Institute of Applied Health Research, College of Medicine and Dentistry, University of Birmingham, Birmingham, B15 2TT, UK
| | - Charlotte Albury
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, England
| | - Jill Hayden
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Andrea M Patey
- Centre for Implementation Research, Ottawa Hospital Research Institute, Ottawa, Canada
| | - James Matthews
- School of Public Health, Physiotherapy & Sports Science, University College Dublin, Belfield, Dublin 4, Ireland
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21
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Laan BJ, Huiszoon WB, Holleman F, Boermeester MA, Kaasjager KAH, Geerlings SE. Patient education materials to implement choosing wisely recommendations for internal medicine at the emergency department. BMJ Open Qual 2021; 10:bmjoq-2020-000971. [PMID: 33547155 PMCID: PMC7871247 DOI: 10.1136/bmjoq-2020-000971] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 12/23/2020] [Accepted: 01/21/2021] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Choosing Wisely aims to reduce low-value care to improve quality and lower costs. In the Netherlands, this campaign offers three recommendations for internal medicine applicable in emergency departments (EDs): (1) do not place an indwelling urinary catheter in non-critically ill patients who can void; (2) do not order plain abdominal radiographs in patients with acute abdominal pain; and (3) discuss whether treatment limitations are needed. This quality improvement project aims to increase the implementation of the recommendations by patient information leaflets. METHODS In a prospective before-after study, we collected data every other week during baseline and intervention periods (both 7 months) in two university medical centres. The primary outcomes were the adherence rates to the recommendations. RESULTS 805 patients visited the EDs for internal medicine, of whom 391 (48.6%) were hospitalised. Only 153 (19%) patients received the information leaflet. We found no change in implementation rates of the recommendations after the introduction of the patient information leaflet. In the baseline period, 28 patients received a urinary catheter, of whom 5 (17.9%) had no appropriate indication, compared with 4 (25.0%) of 16 patients in the intervention period (p=0.572). Unnecessary abdominal X-ray occurred once in the baseline period and not in the intervention period. Treatment limitations were not reported in 13 (6.5%) of 200 hospitalised patients in the baseline period, and in 17 (8.9%) of 191 patients in the intervention period (p=0.373). CONCLUSIONS Patient information leaflets did not increase the implementation of Choosing Wisely recommendations, which can be due to a high baseline rate and a poor dissemination of leaflets. Our ED seems not to be a practicable setting for dissemination of leaflets, since staff engagement was not possible due to high workload and shortage of qualified nursing staff in the Netherlands.
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Affiliation(s)
- Bart J Laan
- Department of Internal Medicine, Division of Infectious Diseases, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Willemijn B Huiszoon
- Department of Internal Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Frits Holleman
- Department of Internal Medicine, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Marja A Boermeester
- Department of Surgery, Division of Infectious Diseases, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Karin A H Kaasjager
- Department of Internal Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Suzanne E Geerlings
- Department of Internal Medicine, Division of Infectious Diseases, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
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Mafi JN, Reid RO, Baseman LH, Hickey S, Totten M, Agniel D, Fendrick AM, Sarkisian C, Damberg CL. Trends in Low-Value Health Service Use and Spending in the US Medicare Fee-for-Service Program, 2014-2018. JAMA Netw Open 2021; 4:e2037328. [PMID: 33591365 PMCID: PMC7887655 DOI: 10.1001/jamanetworkopen.2020.37328] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 12/09/2020] [Indexed: 12/11/2022] Open
Abstract
Importance Low-value care, defined as care offering no net benefit in specific clinical scenarios, is associated with harmful outcomes in patients and wasteful spending. Despite a national education campaign and increasing attention on reducing health care waste, recent trends in low-value care delivery remain unknown. Objective To assess national trends in low-value care use and spending. Design, Setting, and Participants In this cross-sectional study, analyses of low-value care use and spending from 2014 to 2018 were conducted using 100% Medicare fee-for-service enrollment and claims data. Included individuals were aged 65 years or older and continuously enrolled in Medicare parts A, B, and D during each measurement year and the previous year. Data were analyzed from September 2019 through December 2020. Exposure Being enrolled in fee-for-service Medicare for a period of time, in years. Main Outcomes and Measures The Milliman MedInsight Health Waste Calculator was used to assess 32 claims-based measures of low-value care associated with Choosing Wisely recommendations and other professional guidelines. The calculator designates services as wasteful, likely wasteful, or not wasteful based on an absence of indication of appropriate use in the claims history; calculator-designated wasteful services were defined as low-value care. Spending was calculated as claim-line level (ie, spending on the low-value service) and claim level (ie, spending on the low-value service plus associated services), adjusting for inflation. Results Among 21 045 759 individuals with fee-for-service Medicare (mean [SD] age, 77.4 [7.9] years; 12 515 915 [59.5%] women), the percentage receiving any of 32 low-value services decreased from 36.3% (95% CI, 36.3%-36.4%) to 33.6% (95% CI, 33.6%-33.6%) from 2014 to 2018. Uses of low-value services per 1000 individuals decreased from 677.8 (95% CI, 676.2-679.5) to 632.7 (95% CI, 632.6-632.8) from 2014 to 2018. Three services comprised approximately two-thirds of uses among 32 low-value services per 1000 individuals: preoperative laboratory testing decreased from 213.8 (95% CI, 213.4-214.2) to 166.2 (95% CI, 166.2-166.2), while opioids for back pain increased from 154.4 (95% CI, 153.6-155.2) to 182.1 (95% CI, 182.1-182.1) and antibiotics for upper respiratory infections increased from 75.0 (95% CI, 75.0-75.1) to 82 (95% CI, 82.0-82.0). Spending per 1000 individuals on low-value care also decreased, from $52 765.5 (95% CI, $51 952.3-$53 578.6) to $46 921.7 (95% CI, $46 593.7-$47 249.7) at the claim-line level and from $160 070.4 (95% CI, $158 999.8-$161 141.0) to $144 741.1 (95% CI, $144 287.5-$145 194.7) at the claim level. Conclusions and Relevance This cross-sectional study found that among individuals with fee-for-service Medicare receiving any of 32 measured services, low-value care use and spending decreased marginally from 2014 to 2018, despite a national education campaign in collaboration with clinician specialty societies and increased attention on low-value care. While most use of low-value care came from 3 services, 1 of these was opioid prescriptions, which increased over time despite the harms associated with their use. These findings may represent several opportunities to prevent patient harm and lower spending.
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Affiliation(s)
- John N. Mafi
- Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine at the University of California, Los Angeles
- RAND Health Care, RAND Corporation, Santa Monica, California
| | - Rachel O. Reid
- RAND Health Care, RAND Corporation, Boston, Massachusetts
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Harvard University, Boston, Massachusetts
| | | | - Scot Hickey
- RAND Health Care, RAND Corporation, Santa Monica, California
| | - Mark Totten
- RAND Health Care, RAND Corporation, Santa Monica, California
| | - Denis Agniel
- RAND Health Care, RAND Corporation, Santa Monica, California
| | - A. Mark Fendrick
- Department of Internal Medicine, University of Michigan, Ann Arbor
- Center for Value-Based Insurance Design, University of Michigan, Ann Arbor
| | - Catherine Sarkisian
- Division of Geriatrics, David Geffen School of Medicine at the University of California, Los Angeles
- Geriatric Research Education and Clinical Center, VA Greater Los Angeles Healthcare System, Los Angeles, California
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Burton CR, Williams L, Bucknall T, Fisher D, Hall B, Harris G, Jones P, Makin M, Mcbride A, Meacock R, Parkinson J, Rycroft-Malone J, Waring J. Theory and practical guidance for effective de-implementation of practices across health and care services: a realist synthesis. HEALTH SERVICES AND DELIVERY RESEARCH 2021. [DOI: 10.3310/hsdr09020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Background
Health-care systems across the globe are facing increased pressures to balance the efficient use of resources and at the same time provide high-quality care. There is greater requirement for services to be evidence based, but practices that are of limited clinical effectiveness or cost-effectiveness still occur.
Objectives
Our objectives included completing a concept analysis of de-implementation, surfacing decision-making processes associated with de-implementing through stakeholder engagement, and generating an evidence-based realist programme theory of ‘what works’ in de-implementation.
Design
A realist synthesis was conducted using an iterative stakeholder-driven four-stage approach. Phase 1 involved scoping the literature and conducting stakeholder interviews to develop the concept analysis and an initial programme theory. In Phase 2, systematic searches of the evidence were conducted to test and develop this theory, expressed in the form of contingent relationships. These are expressed as context–mechanism–outcomes to show how particular contexts or conditions trigger mechanisms to generate outcomes. Phase 3 consisted of validation and refinement of programme theories through stakeholder interviews. The final phase (i.e. Phase 4) formulated actionable recommendations for service leaders.
Participants
In total, 31 stakeholders (i.e. user/patient representatives, clinical managers, commissioners) took part in focus groups and telephone interviews.
Data sources
Using keywords identified during the scoping work and concept analysis, searches of bibliographic databases were conducted in May 2018. The databases searched were the Cochrane Library, Campbell Collaboration, MEDLINE (via EBSCOhost), the Cumulative Index to Nursing and Allied Health Literature (via EBSCOhost), the National Institute for Health Research Journals Library and the following databases via the ProQuest platform: Applied Social Sciences Index and Abstracts, Social Services Abstracts, International Bibliography of the Social Sciences, Social Sciences Database and Sociological Abstracts. Alerts were set up for the MEDLINE database from May 2018 to December 2018. Online sources were searched for grey literature and snowballing techniques were used to identify clusters of evidence.
Results
The concept analysis showed that de-implementation is associated with five main components in context and over time: (1) what is being de-implemented, (2) the issues driving de-implementation, (3) the action characterising de-implementation, (4) the extent that de-implementation is planned or opportunistic and (5) the consequences of de-implementation. Forty-two papers were synthesised to identify six context–mechanism–outcome configurations, which focused on issues ranging from individual behaviours to organisational procedures. Current systems can perpetuate habitual decision-making practices that include low-value treatments. Electronic health records can be designed to hide or remove low-value treatments from choice options, foregrounding best evidence. Professionals can be made aware of their decision-making strategies through increasing their attention to low-value practice behaviours. Uncertainty about diagnosis or patients’ expectations for certain treatments provide opportunities for ‘watchful waiting’ as an active strategy to reduce inappropriate investigations and prescribing. The emotional component of clinician–patient relationships can limit opportunities for de-implementation, requiring professional support through multimodal educational interventions. Sufficient alignment between policy, public and professional perspectives is required for de-implementation success.
Limitations
Some specific clinical issues (e.g. de-prescribing) dominate the de-implementation evidence base, which may limit the transferability of the synthesis findings. Any realist inquiry generates findings that are essentially cumulative and should be developed through further investigation that extends the range of sources into, for example, clinical research and further empirical studies.
Conclusions
This review contributes to our understanding of how de-implementation of low-value procedures and services can be improved within health-care services, through interventions that make professional decision-making more accountable and the prominence of a whole-system approach to de-implementation. Given the whole-system context of de-implementation, a range of different dissemination strategies will be required to engage with different stakeholders, in different ways, to change practice and policy in a timely manner.
Study registration
This study is registered as PROSPERO CRD42017081030.
Funding
This project was funded by the National Institute for Health Research (NIHR) Health Services and Delivery Research programme and will be published in full in Health Services and Delivery Research; Vol. 9, No. 2. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Christopher R Burton
- School of Allied and Public Health Professions, Canterbury Christ Church University, Canterbury, UK
| | - Lynne Williams
- School of Health Sciences, College of Health and Behavioural Sciences, Bangor University, Bangor, UK
| | - Tracey Bucknall
- School of Nursing and Midwifery, Deakin University, Melbourne, VIC, Australia
| | - Denise Fisher
- School of Health Sciences, College of Health and Behavioural Sciences, Bangor University, Bangor, UK
| | - Beth Hall
- Library and Archives Services, Bangor University, Bangor, UK
| | - Gill Harris
- Betsi Cadwaladr University Health Board, Bangor, UK
| | - Peter Jones
- School of Health Sciences, College of Health and Behavioural Sciences, Bangor University, Bangor, UK
| | - Matthew Makin
- North Manchester Care Organisation, Pennine Acute Hospitals NHS Trust, Manchester, UK
| | - Anne Mcbride
- Alliance Manchester Business School, The University of Manchester, Manchester, UK
| | - Rachel Meacock
- Division of Population Health, Health Services Research and Primary Care, The University of Manchester, Manchester, UK
| | - John Parkinson
- School of Psychology, College of Human Sciences, Bangor University, Bangor, UK
| | | | - Justin Waring
- School of Social Policy, University of Birmingham, Birmingham, UK
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Mitchell D, O'Brien L, Bardoel A, Haines T. Moving Past the Loss: A Longitudinal Qualitative Study of Health Care Staff Experiences of Disinvestment. Med Care Res Rev 2020; 79:78-89. [PMID: 33203314 DOI: 10.1177/1077558720972588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This longitudinal qualitative study examines staff experience of disinvestment from a service they are accustomed to providing to their patients. It took place alongside a disinvestment trial that measured the impact of the removal of weekend allied health services from acute wards at two hospitals. Data were gathered from repeated interviews and focus groups with 450 health care staff. We developed a grounded theory, which explains changes in staff perceptions over time and the key modifying factors. Staff appeared to experience disinvestment as loss; a key difference to other operational changes. Early staff experiences of disinvestment were primarily negative, but evolved with time and change-management strategies such as the provision of data, clear and persistent communication approaches, and forums where the big picture context of the disinvestment was robustly discussed. These allowed the disinvestment trial to be successfully implemented at two health services, with high compliance with the research protocol.
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Affiliation(s)
- Deb Mitchell
- Allied Health, Monash Health, Dandenong, Victoria, Australia
| | - Lisa O'Brien
- Monash University, Frankston, Victoria, Australia
| | - Anne Bardoel
- Swinburne University of Technology, Hawthorn, Victoria, Australia
| | - Terry Haines
- Monash University, Frankston, Victoria, Australia
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Fox CR, Doctor JN, Goldstein NJ, Meeker D, Persell SD, Linder JA. Details matter: predicting when nudging clinicians will succeed or fail. BMJ 2020; 370:m3256. [PMID: 32933926 DOI: 10.1136/bmj.m3256] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Craig R Fox
- Anderson School of Management, University of California, Los Angeles, CA, USA
| | | | - Noah J Goldstein
- Anderson School of Management, University of California, Los Angeles, CA, USA
| | | | - Stephen D Persell
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jeffrey A Linder
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Hooper R, Eldridge SM. Cutting edge or blunt instrument: how to decide if a stepped wedge design is right for you. BMJ Qual Saf 2020; 30:245-250. [PMID: 32546592 PMCID: PMC7907557 DOI: 10.1136/bmjqs-2020-011620] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 05/26/2020] [Indexed: 12/20/2022]
Affiliation(s)
- Richard Hooper
- Institute of Population Health Sciences, Queen Mary University of London, London, UK
| | - Sandra M Eldridge
- Institute of Population Health Sciences, Queen Mary University of London, London, UK
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Wang SY, Groene O. The effectiveness of behavioral economics-informed interventions on physician behavioral change: A systematic literature review. PLoS One 2020; 15:e0234149. [PMID: 32497082 PMCID: PMC7272062 DOI: 10.1371/journal.pone.0234149] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Accepted: 05/19/2020] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Interventions informed by behavioral economics have the potential to change behaviors governed by underlying cognitive biases. This has been explored extensively for various use in healthcare including changing patient behavior and, more recently, physician behavior. We aimed to systematically review the literature on the use and effectiveness of behavioral economics-informed interventions in changing physician behavior. METHOD We searched Medline, Cochrane Library, EBM Reviews, PsychINFO, EconLit, Business Source Complete and Web of Science for peer-reviewed studies published in English that examined the effectiveness of behavioral economics-informed interventions on physician behavioral change. We included studies of physicians in all care settings and specialties and all types of objectively measured behavioral outcomes. The reporting quality of included studies was appraised using the Effective Public Health Practice Project tool. RESULTS We screened 6,439 studies and included 17 studies that met our criteria, involving at least 9,834 physicians. The majority of studies were conducted in the United States, published between 2014 and 2018, and were in the patient safety and quality domain. Reporting quality of included studies included strong (n = 7), moderate (n = 6) and weak (n = 4). Changing default settings and providing social reference points were the most widely studied interventions, with these studies consistently demonstrating their effectiveness in changing physician behavior despite differences in implementation methods among studies. Prescribing behavior was most frequently targeted in included studies, with consistent effectiveness of studied interventions. CONCLUSION Changing default settings and providing social reference points were the most frequently studied and consistently effective interventions in changing physician behavior towards guideline-concordant practices. Additional theory-informed research is needed to better understand the mechanisms underlying the effectiveness of these interventions to guide implementation.
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Affiliation(s)
- Sophie Y. Wang
- OptiMedis AG, Hamburg, Germany
- Hamburg Center for Health Economics, Hamburg, Germany
- * E-mail:
| | - Oliver Groene
- OptiMedis AG, Hamburg, Germany
- London School of Hygiene & Tropical Medicine, London, England, United Kingdom
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Taking Action to Address Medical Overuse: Common Challenges and Facilitators. Am J Med 2020; 133:567-572. [PMID: 32032544 DOI: 10.1016/j.amjmed.2020.01.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 12/23/2019] [Accepted: 01/02/2020] [Indexed: 11/24/2022]
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Young B, Fogarty AW, Skelly R, Shaw D, Sturrock N, Norwood M, Thurley P, Lewis S, Langley T, Cranwell J. Hospital doctors' attitudes to brief educational messages that aim to modify diagnostic test requests: a qualitative study. BMC Med Inform Decis Mak 2020; 20:80. [PMID: 32349739 PMCID: PMC7191798 DOI: 10.1186/s12911-020-1087-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 03/31/2020] [Indexed: 11/25/2022] Open
Abstract
Background Avoidable use of diagnostic tests can both harm patients and increase the cost of healthcare. Nudge-type educational interventions have potential to modify clinician behaviour while respecting clinical autonomy and responsibility, but there is little evidence how this approach may be best used in a healthcare setting. This study aims to explore attitudes of hospital doctors to two nudge-type messages: one concerning potential future cancer risk after receiving a CT scan, another about the financial costs of blood tests. Methods We added two brief educational messages to diagnostic test results in a UK hospital for one year. One message on the associated long-term potential cancer risk from ionising radiation imaging to CT scan reports, and a second on the financial costs incurred to common blood test results. We conducted a qualitative study involving telephone interviews with doctors working at the hospital to identify themes explaining their response to the intervention. Results Twenty eight doctors were interviewed. Themes showed doctors found the intervention to be highly acceptable, as the group had a high awareness of the need to prevent harm and optimise use of finite resources, and most found the nudge-type approach to be inoffensive and harmless. However, the messages were not seen as personally relevant because doctors felt they were already relatively conservative in their use of tests. Cancer risk was important in decision-making but was not considered to represent new knowledge to doctors. Conversely, financial costs were considered to be novel information that was unimportant in decision-making. Defensive medicine was commonly cited as a barrier to individual behaviour change. The educational cancer risk message on CT scan reports increased doctors’ confidence to challenge decisions and explain risks to patients and there were some modifications in clinical practice prompted by the financial cost message. Conclusion The nudge-type approach to target avoidable use of tests was acceptable to hospital doctors but there were barriers to behaviour change. There was evidence doctors perceived this cheap and light-touch method can contribute to culture change and form a foundation for more comprehensive educational efforts to modify behaviour in a healthcare environment.
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Affiliation(s)
- Ben Young
- Division of Epidemiology and Public Health, Clinical Sciences Building, University of Nottingham, Nottingham City Hospital, Hucknall Road, Nottingham, NG5 1PB, UK.
| | - Andrew W Fogarty
- Division of Epidemiology and Public Health, Clinical Sciences Building, University of Nottingham, Nottingham City Hospital, Hucknall Road, Nottingham, NG5 1PB, UK
| | - Rob Skelly
- Royal Derby Hospital, Uttoxeter Road, Derby, DE22 3NE, UK
| | - Dominick Shaw
- NIHR Nottingham Biomedical Research Centre, Clinical Sciences Building, University of Nottingham, Nottingham City Hospital, Hucknall Road, Nottingham, NG5 1PB, UK
| | - Nigel Sturrock
- Royal Derby Hospital, Uttoxeter Road, Derby, DE22 3NE, UK
| | - Mark Norwood
- Royal Derby Hospital, Uttoxeter Road, Derby, DE22 3NE, UK
| | - Peter Thurley
- Royal Derby Hospital, Uttoxeter Road, Derby, DE22 3NE, UK
| | - Sarah Lewis
- Division of Epidemiology and Public Health, Clinical Sciences Building, University of Nottingham, Nottingham City Hospital, Hucknall Road, Nottingham, NG5 1PB, UK
| | - Tessa Langley
- Division of Epidemiology and Public Health, Clinical Sciences Building, University of Nottingham, Nottingham City Hospital, Hucknall Road, Nottingham, NG5 1PB, UK
| | - Jo Cranwell
- Department for Health, University of Bath, Claverton Down, Bath, BA2 7AY, UK
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Yates M, Oliveira CB, Galloway JB, Maher CG. Defining and measuring imaging appropriateness in low back pain studies: a scoping review. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2020; 29:519-529. [PMID: 31938944 DOI: 10.1007/s00586-019-06269-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 10/28/2019] [Accepted: 12/24/2019] [Indexed: 01/12/2023]
Abstract
PURPOSE Patients with low back pain (LBP) rarely have serious underlying pathology but frequently undergo inappropriate imaging. A range of guidelines and red flag features are utilised to characterise appropriate imaging. This scoping review explores how LBP imaging appropriateness is determined and calculated in studies of primary care practice. METHODS This scoping review builds upon a previous meta-analysis, incorporating articles identified that were published since 2014, with an updated search to capture articles published since the original search. Electronic databases were searched, and citation lists of included papers were reviewed. Inclusion criteria were studies assessing adult LBP imaging appropriateness in a primary care setting. Twenty-three eligible studies were identified. RESULTS A range of red flag features were utilised to determine imaging appropriateness. Most studies considered appropriateness in a binary manner, by the presence of any red flag feature. Ten guidelines were referenced, with 7/23 (30%) included studies amending or not referencing any guideline. The method for calculating the proportion of inappropriate imaging varied. Ten per cent of the studies used the total number of patients presenting with LBP as the denominator, suggesting most studies overestimated the rate of inappropriate imaging, and did not capture where imaging is not performed for clinically suspicious LBP. CONCLUSION Greater clarity is needed on how we define and measure imaging appropriateness for LBP, which also accounts for the problem of failing to image when indicated. An internationally agreed methodology for imaging appropriateness studies would ultimately lead to an improvement in the care delivered to patients. These slides can be retrieved under Electronic Supplementary Material.
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Affiliation(s)
- Mark Yates
- The Centre for Rheumatic Diseases, Weston Education Centre, King's College London, Room 3.46, Cutcombe Road, SE5 9RJ, London, UK.
| | - Crystian B Oliveira
- Institute for Musculoskeletal Health, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia
| | - James B Galloway
- The Centre for Rheumatic Diseases, Weston Education Centre, King's College London, Room 3.46, Cutcombe Road, SE5 9RJ, London, UK
| | - Chris G Maher
- Institute for Musculoskeletal Health, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia
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Soong C, Shojania KG. Education as a low-value improvement intervention: often necessary but rarely sufficient. BMJ Qual Saf 2019; 29:353-357. [PMID: 31843878 DOI: 10.1136/bmjqs-2019-010411] [Citation(s) in RCA: 88] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/04/2019] [Indexed: 12/27/2022]
Affiliation(s)
| | - Kaveh G Shojania
- Department of Medicine, University of Toronto Faculty of Medicine, Toronto, Ontario, Canada
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People with low back pain want clear, consistent and personalised information on prognosis, treatment options and self-management strategies: a systematic review. J Physiother 2019; 65:124-135. [PMID: 31227280 DOI: 10.1016/j.jphys.2019.05.010] [Citation(s) in RCA: 145] [Impact Index Per Article: 24.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 05/17/2019] [Accepted: 05/24/2019] [Indexed: 12/15/2022] Open
Abstract
QUESTION What health information needs are perceived by people with low back pain? DESIGN Systematic review of publications examining perceived health information needs related to low back pain identified through Medline, EMBASE, CINAHL and PsycINFO (1990 to 2018). PARTICIPANTS Adults with low back pain of any duration. DATA EXTRACTION AND ANALYSIS Two reviewers independently extracted descriptive data regarding study design and methodology, and assessed risk of bias. Aggregated findings of the perceived needs of people with low back pain regarding health information were meta-synthesised. RESULTS Forty-one studies (34 qualitative, four quantitative and three mixed-methods) were identified. Two major areas of perceived health information needs for low back pain emerged. The first major area was needs related to information content: general information related to low back pain, its cause and underlying pathology; strong desire for diagnosis and imaging; prognosis, future disability and effect on work capacity; precipitants and management of flares; general management approaches; self-management strategies; prevention; and support services. The second major area of needs related to how the information was delivered. People with low back pain wanted clear, consistent information delivered in suitable tone and understandable language. CONCLUSION Available data suggest that the information needs of people with low back pain are centred around their desire for a diagnosis, potentially contributing to expectations for and overuse of imaging. People with low back pain expressed a strong desire for clear, consistent and personalised information on prognosis, treatment options and self-management strategies, related to healthcare and occupational issues. To correct unhelpful beliefs and optimise delivery of evidence-based therapy, patient and healthcare professional education (potentially by an integrated public health approach) may be warranted.
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Shaker M, Greenhawt M. A primer on cost-effectiveness in the allergy clinic. Ann Allergy Asthma Immunol 2019; 123:120-128.e1. [PMID: 31128234 DOI: 10.1016/j.anai.2019.05.012] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Revised: 05/15/2019] [Accepted: 05/16/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To provide a cost-effectiveness primer for the practicing allergist. DATA SOURCES Articles assessing use of decision analysis and cost-effective healthcare delivery. STUDY SELECTIONS A narrative review detailing approaches to incorporate evidence based medicine into individualized patient-centered cost-effective practice. RESULTS Resources in medicine are finite and it has been estimated that more than 30% of healthcare spending is directed toward low-value care. Insurers and government agencies are increasingly looking to maximize health value. Cost-effective analyses (CEA) is a complex valuation that grades health outcomes and economic benefits of a specific aspect of clinical care over a particular time horizon. In the US, therapies are generally considered cost-effective at ceilings between $50,000 - $150,000 per QALY. Critical components of CEA include model development to accurately represent clinical decisions and outcomes, evidence-based inputs, appropriate sensitivity analyses, and clarity in selecting the target population, perspective, comparators, time horizon, discount rate, and health outcomes. CEA can better inform trade-offs in patient care and add clarity in the translation of evidence to medical recommendations. Future research is likely to provide a more complete understanding of variation across population health state utilities for allergic conditions to more accurately reflect quality adjusted life years for patients with allergies. CONCLUSION Viewing healthcare options through an economic lens has become the standard of care across the United States and internationally, whether mandated through government agencies or third party payers. Decision analysis with cost-utility models can provide a useful perspective for both individual practice and public health.
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Affiliation(s)
- Marcus Shaker
- Dartmouth-Hitchcock Medical Center, Section of Allergy and Immunology, Lebanon, New Hampshire; Dartmouth Geisel School of Medicine, Hanover, New Hampshire.
| | - Matthew Greenhawt
- Children's Hospital Colorado, University of Colorado School of Medicine, Section of Allergy and Immunology, Food Challenge and Research Unit, Aurora, Colorado
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Hall AM, Scurrey SR, Pike AE, Albury C, Richmond HL, Matthews J, Toomey E, Hayden JA, Etchegary H. Physician-reported barriers to using evidence-based recommendations for low back pain in clinical practice: a systematic review and synthesis of qualitative studies using the Theoretical Domains Framework. Implement Sci 2019; 14:49. [PMID: 31064375 PMCID: PMC6505266 DOI: 10.1186/s13012-019-0884-4] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 03/27/2019] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Adoption of low back pain guidelines is a well-documented problem. Information to guide the development of behaviour change interventions is needed. The review is the first to synthesise the evidence regarding physicians' barriers to providing evidence-based care for LBP using the Theoretical Domains Framework (TDF). Using the TDF allowed us to map specific physician-reported barriers to individual guideline recommendations. Therefore, the results can provide direction to future interventions to increase physician compliance with evidence-based care for LBP. METHODS We searched the literature for qualitative studies from inception to July 2018. Two authors independently screened titles, abstracts, and full texts for eligibility and extracted data on study characteristics, reporting quality, and methodological rigour. Guided by a TDF coding manual, two reviewers independently coded the individual study themes using NVivo. After coding, we assessed confidence in the findings using the GRADE-CERQual approach. RESULTS Fourteen studies (n = 318 physicians) from 9 countries reported barriers to adopting one of the 5 guideline-recommended behaviours regarding in-clinic diagnostic assessments (9 studies, n = 198), advice on activity (7 studies, n = 194), medication prescription (2 studies, n = 39), imaging referrals (11 studies, n = 270), and treatment/specialist referrals (8 studies, n = 193). Imaging behaviour is influenced by (1) social influence-from patients requesting an image or wanting a diagnosis (n = 252, 9 studies), (2) beliefs about consequence-physicians believe that providing a scan will reassure patients (n = 175, 6 studies), and (3) environmental context and resources-physicians report a lack of time to have a conversation with patients about diagnosis and why a scan is not needed (n = 179, 6 studies). Referrals to conservative care is influenced by environmental context and resources-long wait-times or a complete lack of access to adjunct services prevented physicians from referring to these services (n = 82, 5 studies). CONCLUSIONS Physicians face numerous barriers to providing evidence-based LBP care which we have mapped onto 7 TDF domains. Two to five TDF domains are involved in determining physician behaviour, confirming the complexity of this problem. This is important as interventions often target a single domain where multiple domains are involved. Interventions designed to address all the domains involved while considering context-specific factors may prove most successful in increasing guideline adoption. REGISTRATION PROSPERO 2017, CRD42017070703.
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Affiliation(s)
- Amanda M Hall
- Primary Healthcare Research Unit (PHRU), Faculty of Medicine, Memorial University, Room 417
- Janeway Hostel, Health Sciences Centre, 300 Prince Philip Parkway, St. John's, NL, A1B 3V6, Canada.
| | - Samantha R Scurrey
- Primary Healthcare Research Unit (PHRU), Faculty of Medicine, Memorial University, Room 417
- Janeway Hostel, Health Sciences Centre, 300 Prince Philip Parkway, St. John's, NL, A1B 3V6, Canada
| | - Andrea E Pike
- Primary Healthcare Research Unit (PHRU), Faculty of Medicine, Memorial University, Room 417
- Janeway Hostel, Health Sciences Centre, 300 Prince Philip Parkway, St. John's, NL, A1B 3V6, Canada
| | - Charlotte Albury
- Nuffield Department of Primary Care Health Sciences, Medical Sciences Division, University of Oxford, Oxford, UK
| | - Helen L Richmond
- Centre for Rehabilitation Research in Oxford, University of Oxford, Oxford, UK
| | - James Matthews
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Elaine Toomey
- School of Psychology, National University of Ireland Galway, Galway, Ireland
| | - Jill A Hayden
- Department of Community Health & Epidemiology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Holly Etchegary
- Clinical Epidemiology, Faculty of Medicine, Memorial University, St. John's, Newfoundland and Labrador, Canada
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Armstrong N. Overdiagnosis and overtreatment as a quality problem: insights from healthcare improvement research. BMJ Qual Saf 2018; 27:571-575. [DOI: 10.1136/bmjqs-2017-007571] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Revised: 01/18/2018] [Accepted: 03/10/2018] [Indexed: 11/03/2022]
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Boozary AS, Shojania KG. Pathology of poverty: the need for quality improvement efforts to address social determinants of health. BMJ Qual Saf 2018; 27:421-424. [PMID: 29511090 DOI: 10.1136/bmjqs-2017-007552] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/15/2018] [Indexed: 11/03/2022]
Affiliation(s)
- Andrew S Boozary
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Health Policy and Management, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Kaveh G Shojania
- Department of Medicine, Sunnybrook Health Sciences Centre and the University of Toronto, Toronto, Ontario, Canada
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Burke RE, Shojania KG. Rigorous evaluations of evolving interventions: can we have our cake and eat it too? BMJ Qual Saf 2018; 27:254-257. [DOI: 10.1136/bmjqs-2017-007554] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/29/2018] [Indexed: 11/03/2022]
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Mafi JN, Parchman M. Low-value care: an intractable global problem with no quick fix. BMJ Qual Saf 2018; 27:333-336. [PMID: 29331955 DOI: 10.1136/bmjqs-2017-007477] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/19/2017] [Indexed: 12/16/2022]
Affiliation(s)
- John N Mafi
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at UCLA, Los Angeles, California, USA.,RAND Health, RAND Corporation, Santa Monica, California, USA
| | - Michael Parchman
- MacColl Center for Health Care Innovation, Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA
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