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Sandström N, Leppälä E, Jekunen A, Johansson M, Andersén H. Role of patient characteristics in adherence to first-line treatment guidelines in breast, lung and prostate cancer: insights from the Nordic healthcare system. BMJ Open 2024; 14:e084689. [PMID: 38589254 PMCID: PMC11015323 DOI: 10.1136/bmjopen-2024-084689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 03/25/2024] [Indexed: 04/10/2024] Open
Abstract
OBJECTIVES This study investigates the influence of socioeconomic status, health literacy, and numeracy on treatment decisions and the occurrence of adverse events in patients with breast, lung, and prostate cancer within a Nordic healthcare setting. DESIGN A follow-up to a cross-sectional, mixed-methods, single-centre study. SETTING A Nordic, tertiary cancer clinic. PARTICIPANTS A total of 244 participants with breast, lung and prostate cancer were initially identified, of which 138 first-line treatment participants were eligible for this study. First-line treatment participants (n=138) surpassed the expected cases (n=108). INTERVENTIONS Not applicable as this was an observational study. PRIMARY AND SECONDARY OUTCOME MEASURES The study's primary endpoint was the rate of guideline adherence. The secondary endpoint involved assessing treatment toxicity in the form of adverse events. RESULTS Guideline-adherent treatment was observed in 114 (82.6%) cases. First-line treatment selection appeared uninfluenced by participants' education, occupation, income or self-reported health literacy. A minority (3.6%) experienced difficulties following treatment instructions, primarily with oral cancer medications. CONCLUSIONS The findings indicated lesser cancer health disparities regarding guideline adherence and treatment toxicity within the Nordic healthcare framework. A causal connection may not be established; however, the findings contribute to discourse on equitable cancer health provision.
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Affiliation(s)
| | | | - Antti Jekunen
- Department of Oncology, Vaasa Central Hospital, Vaasa, Finland
- Oncology, University of Turku Faculty of Medicine, Turku, Finland
| | - Mikael Johansson
- Department of Diagnostics and Intervention Oncology, Umeå University, Umea, Sweden
| | - Heidi Andersén
- Vaasa Central Hospital, Vaasa, Finland
- Oncology, University of Turku Faculty of Medicine, Turku, Finland
- Respiratory Medicine, Tampere University, Tampere, Finland
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Miller K, Kreis IA, Gannon MR, Medina J, Clements K, Horgan K, Dodwell D, Park MH, Cromwell DA. The association between guideline adherence, age and overall survival among women with non-metastatic breast cancer: A systematic review. Cancer Treat Rev 2022; 104:102353. [PMID: 35152157 DOI: 10.1016/j.ctrv.2022.102353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/22/2022] [Accepted: 01/25/2022] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Conformity with treatment guidelines should benefit patients. Studies have reported variation in adherence to breast cancer (BC) guidelines, particularly among older women. This study investigated (i) whether adherence to treatment guideline recommendations for women with non-metastatic BC improves overall survival (OS), (ii) whether that relationship varies by age. METHODOLOGY MEDLINE and EMBASE were systematically searched for studies on guideline adherence and OS in women with non-metastatic BC, published after January 2000, which examined recommendations on breast surgery, chemotherapy, radiotherapy or endocrine therapy. Study results were summarised using narrative synthesis. RESULTS Sixteen studies met the inclusion criteria. The recommendations for each treatment covered were similar, but studies differed in their definitions of adherence. 5-year OS rates among patients having compliant treatment ranged from 91.3% to 93.2%, while rates among patients having non-compliant treatment ranged from 75.9% to 83.4%. Six studies reported an adjusted hazard ratio (aHR) for non-compliant treatment compared with compliant treatment; all concluded OS was worse among patients whose overall treatment was non-compliant (aHR range: 1.52 [1.30-1.82] to 2.57 [1.96-3.37]), but adjustment for potential confounders was limited. Worse adherence among older women was reported in 12/16 studies, but they did not provide consistent evidence on whether OS was associated with treatment adherence and age. CONCLUSIONS Individual studies reported that better adherence to guidelines improved OS among women with non-metastatic BC, but the evidence base has weaknesses including inconsistent definitions of adherence. More precise and consistent research designs, including the evaluation of barriers to adherence across the spectrum of healthcare practice, are required to fully understand guideline compliance, as well as the relationship between compliance and OS following a BC diagnosis.
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Affiliation(s)
- Katie Miller
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK; Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK.
| | - Irene A Kreis
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
| | - Melissa R Gannon
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK; Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - Jibby Medina
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
| | - Karen Clements
- National Cancer Registration and Analysis Service, NHS Digital, 2(nd) Floor, 23 Stephenson Street, Birmingham, UK
| | - Kieran Horgan
- Department of Breast Surgery, St James's University Hospital, Leeds, UK
| | - David Dodwell
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Min Hae Park
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK; Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - David A Cromwell
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK; Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
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Negrini S, Donzelli S, Negrini F, Arienti C, Zaina F, Peers K. A Pragmatic Benchmarking Study of an Evidence-Based Personalised Approach in 1938 Adolescents with High-Risk Idiopathic Scoliosis. J Clin Med 2021; 10:jcm10215020. [PMID: 34768544 PMCID: PMC8584294 DOI: 10.3390/jcm10215020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 10/21/2021] [Accepted: 10/23/2021] [Indexed: 11/16/2022] Open
Abstract
Combining evidence-based medicine and shared decision making, current guidelines support an evidence-based personalised approach (EBPA) for idiopathic scoliosis in adolescents (AIS). EBPA is considered important for adolescents' compliance, which is particularly difficult in AIS. Benchmarking to existing Randomised Controlled Trials (RCTs) as paradigms of single treatments, we aimed to check the effectiveness and burden of care of an EBPA in high-risk AIS. This study's design features a retrospective observation of a prospective database including 25,361 spinal deformity patients < 18 years of age. Participants consisted of 1938 AIS, 11-45° Cobb, Risser stage 0-2, who were studied until the end of growth. EBPA included therapies classified for burdensomeness according to current guidelines. Using the same inclusion criteria of the RCTs on exercises, plastic, and elastic bracing, out of the 1938 included, we benchmarked 590, 687, and 884 participants, respectively. We checked clinically significant results and burden of care, calculating Relative Risk of success (RR) and Number Needed to Treat (NNT) for efficacy (EA) and intent-to-treat analyses. At the end of growth, 19% of EBPA participants progressed, while 33% improved. EBPA showed 2.0 (1.7-2.5) and 2.9 (1.7-4.9) RR of success versus Weinstein and Coillard's studies control groups, respectively. Benchmarked to plastic or elastic bracing, EBPA had 1.4 (1.2-1.5) and 1.7 (1.2-2.5) RR of success, respectively. The EBPA treatment burden was greater than RCTs in 48% of patients, and reduced for 24% and 42% versus plastic and elastic bracing, respectively. EBPA showed to be from 40% to 70% more effective than benchmarked individual treatments, with low NNT. The burden of treatment was frequently reduced, but it had to be increased even more frequently.
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Affiliation(s)
- Stefano Negrini
- Department of Biomedical, Surgical and Dental Sciences, University “La Statale”, 20122 Milan, Italy;
- IRCCS Istituto Ortopedico Galeazzi, 20161 Milan, Italy
| | - Sabrina Donzelli
- ISICO (Italian Scientific Spine Institute), 20141 Milan, Italy; (S.D.); (F.Z.)
| | - Francesco Negrini
- IRCCS Istituto Ortopedico Galeazzi, 20161 Milan, Italy
- Correspondence: ; Tel.: +39-34-8598-8086
| | | | - Fabio Zaina
- ISICO (Italian Scientific Spine Institute), 20141 Milan, Italy; (S.D.); (F.Z.)
| | - Koen Peers
- Department of Physical Medicine and Rehabilitation, University Hospital Leuven, 3000 Leuven, Belgium;
- Department of Development and Regeneration, University of Leuven, 3000 Leuven, Belgium
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Cortés-Puch I, Applefeld WN, Wang J, Danner RL, Eichacker PQ, Natanson C. Individualized Care Is Superior to Standardized Care for the Majority of Critically Ill Patients. Crit Care Med 2020; 48:1845-1847. [PMID: 32332282 PMCID: PMC10823796 DOI: 10.1097/ccm.0000000000004373] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Tools for standardizing patient care can take many forms, including but not limited to, bundles, quality improvement and performance measures, guidelines, and protocols. Each is intended to improve compliance with interventions believed to be supported by the best available evidence, ensuring consistency of management across all patients with the ultimate goal of improving outcomes. However, in the ICU, patients typically present with complex acute illnesses and accompanying comorbidities, requiring careful tailoring of interventions and treatments for each individual patient. The rapidly changing nature of the underlying conditions also demands continuous reassessment and modification of each patient’s management on a frequent and sometimes moment-by-moment basis. Disrupting this individualized treatment approach by imposing prescriptive, overly restrictive, “one-size-fits-all” standardized treatments in the critical care setting may prevent the clinician from meeting individual patients’ needs and decrease care quality (1 ). This problem is compounded if the standardization tools adopted are not only inflexible but also have a poorly supported or entirely absent scientific basis. Importantly, identifiable patient subcategories often exist that fit poorly into the populations for which many interventions were developed and tested. Of equal concern, critical care trainees may become dependent on a standardized/cookbook approach to care and fail to recognize and learn how treatments must be tailored for the unique needs of each critically ill patient. Rather than rigidly standardizing critical care, approaches that recognize this complexity and are both scientifically sound and responsive to patient differences should be readily available to critical care clinicians without replacing sensible clinical judgment. Such strategies that acknowledge the limitations of available evidence hold more hope of improving, rather than inadvertently worsening, the outcome.
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Affiliation(s)
- Irene Cortés-Puch
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, University of California Davis Medical Center, Sacramento, CA
| | - Willard N Applefeld
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD
| | - Jeffrey Wang
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD
| | - Robert L Danner
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD
| | - Peter Q Eichacker
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD
| | - Charles Natanson
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD
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Adherence to breast cancer guidelines is associated with better survival outcomes: a systematic review and meta-analysis of observational studies in EU countries. BMC Health Serv Res 2020; 20:920. [PMID: 33028324 PMCID: PMC7542898 DOI: 10.1186/s12913-020-05753-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 09/22/2020] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Breast cancer (BC) clinical guidelines offer evidence-based recommendations to improve quality of healthcare for patients with or at risk of BC. Suboptimal adherence to recommendations has the potential to negatively affect population health. However, no study has systematically reviewed the impact of BC guideline adherence -as prognosis factor- on BC healthcare processes and health outcomes. The objectives are to analyse the impact of guideline adherence on health outcomes and on healthcare costs. METHODS We searched systematic reviews and primary studies in MEDLINE and Embase, conducted in European Union (EU) countries (inception to May 2019). Eligibility assessment, data extraction, and risk of bias assessment were conducted by one author and crosschecked by a second. We used random-effects meta-analyses to examine the impact of guideline adherence on overall survival and disease-free survival, and assessed certainty of evidence using GRADE. RESULTS We included 21 primary studies. Most were published during the last decade (90%), followed a retrospective cohort design (86%), focused on treatment guideline adherence (95%), and were at low (80%) or moderate (20%) risk of bias. Nineteen studies (95%) examined the impact of guideline adherence on health outcomes, while two (10%) on healthcare cost. Adherence to guidelines was associated with increased overall survival (HR = 0.67, 95%CI 0.59-0.76) and disease-free survival (HR = 0.35, 95%CI 0.15-0.82), representing 138 more survivors (96 more to 178 more) and 336 patients free of recurrence (73 more to 491 more) for every 1000 women receiving adherent CG treatment compared to those receiving non-adherent treatment at 5 years follow-up (moderate certainty). Adherence to treatment guidelines was associated with higher costs, but adherence to follow-up guidelines was associated with lower costs (low certainty). CONCLUSIONS Our review of EU studies suggests that there is moderate certainty that adherence to BC guidelines is associated with an improved survival. BC guidelines should be rigorously implemented in the clinical setting. TRIAL REGISTRATION PROSPERO ( CRD42018092884 ).
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Niño de Guzmán E, Song Y, Alonso-Coello P, Canelo-Aybar C, Neamtiu L, Parmelli E, Pérez-Bracchiglione J, Rabassa M, Rigau D, Parkinson ZS, Solà I, Vásquez-Mejía A, Ricci-Cabello I. Healthcare providers' adherence to breast cancer guidelines in Europe: a systematic literature review. Breast Cancer Res Treat 2020; 181:499-518. [PMID: 32378052 PMCID: PMC7220981 DOI: 10.1007/s10549-020-05657-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 04/27/2020] [Indexed: 12/19/2022]
Abstract
Purpose Clinical guidelines’ (CGs) adherence supports high-quality care. However, healthcare providers do not always comply with CGs recommendations. This systematic literature review aims to assess the extent of healthcare providers’ adherence to breast cancer CGs in Europe and to identify the factors that impact on healthcare providers’ adherence. Methods We searched for systematic reviews and quantitative or qualitative primary studies in MEDLINE and Embase up to May 2019. The eligibility assessment, data extraction, and risk of bias assessment were conducted by one author and cross-checked by a second author. We conducted a narrative synthesis attending to the modality of the healthcare process, methods to measure adherence, the scope of the CGs, and population characteristics. Results Out of 8137 references, we included 41 primary studies conducted in eight European countries. Most followed a retrospective cohort design (19/41; 46%) and were at low or moderate risk of bias. Adherence for overall breast cancer care process (from diagnosis to follow-up) ranged from 54 to 69%; for overall treatment process [including surgery, chemotherapy (CT), endocrine therapy (ET), and radiotherapy (RT)] the median adherence was 57.5% (interquartile range (IQR) 38.8–67.3%), while for systemic therapy (CT and ET) it was 76% (IQR 68–77%). The median adherence for the processes assessed individually was higher, ranging from 74% (IQR 10–80%), for the follow-up, to 90% (IQR 87–92.5%) for ET. Internal factors that potentially impact on healthcare providers’ adherence were their perceptions, preferences, lack of knowledge, or intentional decisions. Conclusions A substantial proportion of breast cancer patients are not receiving CGs-recommended care. Healthcare providers’ adherence to breast cancer CGs in Europe has room for improvement in almost all care processes. CGs development and implementation processes should address the main factors that influence healthcare providers' adherence, especially patient-related ones. Registration: PROSPERO (CRD42018092884). Electronic supplementary material The online version of this article (10.1007/s10549-020-05657-8) contains supplementary material, which is available to authorised users.
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Affiliation(s)
- Ena Niño de Guzmán
- Iberoamerican Cochrane Centre - Department of Clinical Epidemiology and Public Health, Biomedical Research Institute Sant Pau (IIB Sant Pau), Sant Antonio María Claret 167, 08025, Barcelona, Spain.
| | - Yang Song
- Iberoamerican Cochrane Centre - Department of Clinical Epidemiology and Public Health, Biomedical Research Institute Sant Pau (IIB Sant Pau), Sant Antonio María Claret 167, 08025, Barcelona, Spain
| | - Pablo Alonso-Coello
- Iberoamerican Cochrane Centre - Department of Clinical Epidemiology and Public Health, Biomedical Research Institute Sant Pau (IIB Sant Pau), Sant Antonio María Claret 167, 08025, Barcelona, Spain.,CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Carlos Canelo-Aybar
- Iberoamerican Cochrane Centre - Department of Clinical Epidemiology and Public Health, Biomedical Research Institute Sant Pau (IIB Sant Pau), Sant Antonio María Claret 167, 08025, Barcelona, Spain.,CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Luciana Neamtiu
- European Commission, Joint Research Centre (JRC), Via E. Fermi 2749, 21027, Ispra, VA, Italy.
| | - Elena Parmelli
- European Commission, Joint Research Centre (JRC), Via E. Fermi 2749, 21027, Ispra, VA, Italy
| | | | - Montserrat Rabassa
- Iberoamerican Cochrane Centre - Department of Clinical Epidemiology and Public Health, Biomedical Research Institute Sant Pau (IIB Sant Pau), Sant Antonio María Claret 167, 08025, Barcelona, Spain
| | - David Rigau
- Iberoamerican Cochrane Centre - Department of Clinical Epidemiology and Public Health, Biomedical Research Institute Sant Pau (IIB Sant Pau), Sant Antonio María Claret 167, 08025, Barcelona, Spain
| | - Zuleika Saz Parkinson
- European Commission, Joint Research Centre (JRC), Via E. Fermi 2749, 21027, Ispra, VA, Italy
| | - Iván Solà
- Iberoamerican Cochrane Centre - Department of Clinical Epidemiology and Public Health, Biomedical Research Institute Sant Pau (IIB Sant Pau), Sant Antonio María Claret 167, 08025, Barcelona, Spain
| | - Adrián Vásquez-Mejía
- Facultad de Medicina Humana, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Ignacio Ricci-Cabello
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.,Balearic Islands Health Research Institute (IdISBa), Palma, Spain.,Primary Care Research Unit of Mallorca, Balearic Islands Health Service, Palma, Spain
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Abstract
After more than two decades of enthusiasm surrounding the concept of evidence based medicine, wide variation in its implementation is still present. Some have suggested that evidence based medicine may be a failed model. We propose that the highly formulaic approach of evidence based medicine has evolved toward a more personalized, integrated and contextualized method, consistent with the principle of shared decision making advanced by the Institute of Medicine. Evidence based medicine remains an essential prerequisite but ultimately, only the practitioner's clinical expertise, knowledge and practical wisdom will provide the ability to apply general rules of evidence to particular clinical situations.
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Affiliation(s)
- Alex C Vidaeff
- Department of Obstetrics and Gynecology, Baylor College of Medicine, Houston, TX, USA
| | - Mark A Turrentine
- Department of Obstetrics and Gynecology, Baylor College of Medicine, Houston, TX, USA
| | - Michael A Belfort
- Department of Obstetrics and Gynecology, Baylor College of Medicine, Houston, TX, USA
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Plavc G, Ratoša I, Žagar T, Zadnik V. Explaining variation in quality of breast cancer care and its impact: a nationwide population-based study from Slovenia. Breast Cancer Res Treat 2019; 175:585-594. [PMID: 30847727 DOI: 10.1007/s10549-019-05186-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 02/21/2019] [Indexed: 10/27/2022]
Abstract
PURPOSE To assess and explain variation in quality of care in breast cancer patients and estimate its impact on disease outcome. METHODS The Slovenian National Cancer Registry database and clinical records of 1053 women with unilateral primarily non-metastatic invasive breast cancer diagnosed in 2013 were reviewed in this retrospective analysis. Quality care was defined as care fully compliant with quality indicators (QI) defined by European Society of Breast Cancer Specialists (EUSOMA). Multivariate logistic regression was used to determine the predictors of receiving quality care. Differences in overall survival (OS) and event-free survival (EFS, relapse, or progression of disease or death considered an event) based on adherence to QI were analyzed using Kaplan-Meier method and Cox models. RESULTS Younger age, no comorbidities, and HER2-negative tumor were associated with increased odds ratios for receiving quality care, whereas tumor stage and type of hospital had no significant association. Median follow-up was 54.5 months. Not receiving quality care resulted in an increased risk of dying [hazard ratio (HR) 1.68; 95% confidence interval (CI) 1.06-2.66; p = 0.026]. Difference in EFS between two groups was significant after adjusting for case mix and type of hospital (HR 1.80; 95% CI 1.29-2.52; p = 0.001) but disappeared when type of treatment was added into the model (HR 1.30; 95% CI 0.89-1.90; p = 0.178). CONCLUSION Observed comorbidity and age bias in delivering quality breast cancer care could be medically justifiable, whereas observed deviations dependent on HER2 status are puzzling. Complete adherence of treatment to quality indicators resulted in better OS.
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Affiliation(s)
- Gaber Plavc
- Department of Radiation Oncology, Institute of Oncology Ljubljana, Zaloška cesta 2, 1000, Ljubljana, Slovenia.
| | - Ivica Ratoša
- Department of Radiation Oncology, Institute of Oncology Ljubljana, Zaloška cesta 2, 1000, Ljubljana, Slovenia
| | - Tina Žagar
- Department of Epidemiology and Cancer Registry, Institute of Oncology Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
| | - Vesna Zadnik
- Department of Epidemiology and Cancer Registry, Institute of Oncology Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
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Lenert MC, Miller RA, Vorobeychik Y, Walsh CG. A method for analyzing inpatient care variability through physicians' orders. J Biomed Inform 2019; 91:103111. [PMID: 30710635 PMCID: PMC6476634 DOI: 10.1016/j.jbi.2019.103111] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 01/19/2019] [Accepted: 01/21/2019] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Administrators assess care variability through chart review or cost variability to inform care standardization efforts. Chart review is costly and cost variability is imprecise. This study explores the potential of physician orders as an alternative measure of care variability. MATERIALS & METHODS The authors constructed an order variability metric from adult Vanderbilt University Hospital patients treated between 2013 and 2016. The study compared how well a cost variability model predicts variability in the length of stay compared to an order variability model. Both models adjusted for covariates such as severity of illness, comorbidities, and hospital transfers. RESULTS The order variability model significantly minimized the Akaike information criterion (superior outcome) compared to the cost variability model. This result also held when excluding patients who received intensive care. CONCLUSION Order variability can potentially typify care variability better than cost variability. Order variability is a scalable metric, calculable during the course of care.
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Affiliation(s)
- Matthew C Lenert
- Dept. of Biomedical Informatics, Vanderbilt University, 2525 West End Ave. Suite 1475, Nashville, TN 37203, USA.
| | - Randolph A Miller
- Dept. of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Yevgeniy Vorobeychik
- Dept. of Computer Science and Engineering, Washington University, St. Louis, MO, USA
| | - Colin G Walsh
- Dept. of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
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Ansmann L, Pfaff H. Providers and Patients Caught Between Standardization and Individualization: Individualized Standardization as a Solution Comment on "(Re) Making the Procrustean Bed? Standardization and Customization as Competing Logics in Healthcare". Int J Health Policy Manag 2018; 7:349-352. [PMID: 29626403 PMCID: PMC5949226 DOI: 10.15171/ijhpm.2017.95] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 08/01/2017] [Indexed: 01/12/2023] Open
Abstract
In their 2017 article, Mannion and Exworthy provide a thoughtful and theory-based analysis of two parallel
trends in modern healthcare systems and their competing and conflicting logics: standardization and
customization. This commentary further discusses the challenge of treatment decision-making in times of
evidence-based medicine (EBM), shared decision-making and personalized medicine. From the perspective of
systems theory, we propose the concept of individualized standardization as a solution to the problem. According
to this concept, standardization is conceptualized as a guiding framework leaving room for individualization in
the patient physician interaction. The theoretical background is the concept of context management according
to systems theory. Moreover, the comment suggests multidisciplinary teams as a possible solution for the
integration of standardization and individualization, using the example of multidisciplinary tumor conferences
and highlighting its limitations. The comment also supports the authors’ statement of the patient as co-producer
and introduces the idea that the competing logics of standardization and individualization are a matter of
perspective on macro, meso and micro levels.
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Affiliation(s)
- Lena Ansmann
- Institute of Medical Sociology, Health Services Research and Rehabilitation Science, Faculty of Human Sciences and Faculty of Medicine, University of Cologne, Cologne, Germany
| | - Holger Pfaff
- Institute of Medical Sociology, Health Services Research and Rehabilitation Science, Faculty of Human Sciences and Faculty of Medicine, University of Cologne, Cologne, Germany
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Temple M, Pontin D. The Case for Using An Evolutionary Professional Protocol for Improving Care: Act Local, Think Global. J R Coll Physicians Edinb 2017; 47:10-12. [DOI: 10.4997/jrcpe.2017.104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Affiliation(s)
- M Temple
- Communicable Disease Surveillance Centre, Public Health Wales, Cardiff, UK
| | - D Pontin
- Faculty of Life Science & Education, University of South Wales, Pontypridd, UK
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