1
|
Li X, Evans JM. Incentivizing performance in health care: a rapid review, typology and qualitative study of unintended consequences. BMC Health Serv Res 2022; 22:690. [PMID: 35606747 PMCID: PMC9128153 DOI: 10.1186/s12913-022-08032-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 05/04/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Health systems are increasingly implementing policy-driven programs to incentivize performance using contracts, scorecards, rankings, rewards, and penalties. Studies of these "Performance Management" (PM) programs have identified unintended negative consequences. However, no single comprehensive typology of the negative and positive unintended consequences of PM in healthcare exists and most studies of unintended consequences were conducted in England or the United States. The aims of this study were: (1) To develop a comprehensive typology of unintended consequences of PM in healthcare, and (2) To describe multiple stakeholder perspectives of the unintended consequences of PM in cancer and renal care in Ontario, Canada. METHODS We conducted a rapid review of unintended consequences of PM in healthcare (n = 41 papers) to develop a typology of unintended consequences. We then conducted a secondary analysis of data from a qualitative study involving semi-structured interviews with 147 participants involved with or impacted by a PM system used to oversee 40 care delivery networks in Ontario, Canada. Participants included administrators and clinical leads from the networks and the government agency managing the PM system. We undertook a hybrid inductive and deductive coding approach using the typology we developed from the rapid review. RESULTS We present a comprehensive typology of 48 negative and positive unintended consequences of PM in healthcare, including five novel unintended consequences not previously identified or well-described in the literature. The typology is organized into two broad categories: unintended consequences on (1) organizations and providers and on (2) patients and patient care. The most common unintended consequences of PM identified in the literature were measure fixation, tunnel vision, and misrepresentation or gaming, while those most prominent in the qualitative data were administrative burden, insensitivity, reduced morale, and systemic dysfunction. We also found that unintended consequences of PM are often mutually reinforcing. CONCLUSIONS Our comprehensive typology provides a common language for discourse on unintended consequences and supports systematic, comparable analyses of unintended consequences across PM regimes and healthcare systems. Healthcare policymakers and managers can use the results of this study to inform the (re-)design and implementation of evidence-informed PM programs.
Collapse
Affiliation(s)
- Xinyu Li
- Faculty of Health Sciences, McMaster University, Hamilton, Canada
| | - Jenna M Evans
- DeGroote School of Business, McMaster University, 1280 Main Street West, Hamilton, ON, L8S4M4, Canada.
| |
Collapse
|
2
|
Anderson EJ, Dhatt H, Vaffis S, Nelson ML, Warholak T, Campbell PJ, Black H, Kolobova I, Axon DR. Key informant perspectives about telephonic comprehensive medication review services in the United States. J Am Pharm Assoc (2003) 2022; 62:817-825.e1. [DOI: 10.1016/j.japh.2022.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 12/07/2021] [Accepted: 01/04/2022] [Indexed: 11/26/2022]
|
3
|
Martello J, Shulman LM, Barr E, Gruber-Baldini A, Armstrong MJ. Assessment of Parkinson disease quality measures on 12-month patient outcomes. Neurol Clin Pract 2019; 10:58-64. [PMID: 32190421 DOI: 10.1212/cpj.0000000000000745] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Accepted: 08/15/2019] [Indexed: 11/15/2022]
Abstract
Background Quality measures (QMs) exist to operationalize guidelines by measuring adherence to guidelines through documentation, ultimately leading to improved patient outcomes. Studies are rare looking at the relationship between adherence to Parkinson disease (PD) QMs and patient outcomes. Methods We assessed adherence of our movement disorders specialists (MDSs) to the American Academy of Neurology's 2010 PD QM set through chart review using the measure set work group's criteria of documentation. We then evaluated patient outcomes to see whether there was a correlation with adherence to these QMs. Results Ninety-seven consecutive patients met the inclusion criteria. The mean disease duration was 9.3 (5.8) years. All patients were assessed by 1 of 4 MDSs. A total of 68% of QMs were documented across all patients. There was a small positive correlation between the number of documented QMs the year before the index visit and the number of calls/emails both the year before and after the index visit (r = 0.20, p = 0.04 and r = 0.26, p = 0.01, respectively.) There was a small negative correlation between the number of documented QMs and the number of PD follow-up visits the year after the index visit (r = -0.19, p = 0.05.) No other outcome showed a statistically significant correlation with the adherence to documented QMs. Conclusions We found no clinically important improvement in patient outcomes with higher adherence levels. It is important that QM developers validate QMs to ensure that they fulfill the intended goal of improved patient outcomes.
Collapse
Affiliation(s)
- Justin Martello
- Department of Neurosciences (JM), Christiana Care Health System, Newark, DE; Department of Neurology (LMS), University of Maryland School of Medicine, Baltimore, MD; Department of Epidemiology and Public Health (EB, AGB), University of Maryland School of Medicine, Baltimore, MD; and Department of Neurology (MJA), University of Florida College of Medicine, Gainesville, FL
| | - Lisa M Shulman
- Department of Neurosciences (JM), Christiana Care Health System, Newark, DE; Department of Neurology (LMS), University of Maryland School of Medicine, Baltimore, MD; Department of Epidemiology and Public Health (EB, AGB), University of Maryland School of Medicine, Baltimore, MD; and Department of Neurology (MJA), University of Florida College of Medicine, Gainesville, FL
| | - Erik Barr
- Department of Neurosciences (JM), Christiana Care Health System, Newark, DE; Department of Neurology (LMS), University of Maryland School of Medicine, Baltimore, MD; Department of Epidemiology and Public Health (EB, AGB), University of Maryland School of Medicine, Baltimore, MD; and Department of Neurology (MJA), University of Florida College of Medicine, Gainesville, FL
| | - Ann Gruber-Baldini
- Department of Neurosciences (JM), Christiana Care Health System, Newark, DE; Department of Neurology (LMS), University of Maryland School of Medicine, Baltimore, MD; Department of Epidemiology and Public Health (EB, AGB), University of Maryland School of Medicine, Baltimore, MD; and Department of Neurology (MJA), University of Florida College of Medicine, Gainesville, FL
| | - Melissa J Armstrong
- Department of Neurosciences (JM), Christiana Care Health System, Newark, DE; Department of Neurology (LMS), University of Maryland School of Medicine, Baltimore, MD; Department of Epidemiology and Public Health (EB, AGB), University of Maryland School of Medicine, Baltimore, MD; and Department of Neurology (MJA), University of Florida College of Medicine, Gainesville, FL
| |
Collapse
|
4
|
Rates and Impact of Adherence to Recommended Care for Unhealthy Alcohol Use. J Gen Intern Med 2019; 34:256-263. [PMID: 30484101 PMCID: PMC6374244 DOI: 10.1007/s11606-018-4749-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 09/21/2018] [Accepted: 11/02/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND Unhealthy alcohol use is a major worldwide health problem. Yet few studies have assessed provider adherence to the alcohol-related care recommended in clinical practice guidelines, nor links between adherence to recommended care and outcomes. OBJECTIVES To describe quality of care for unhealthy alcohol use and its impacts on drinking behavior RESEARCH DESIGN: Prospective observational cohort study of quality of alcohol care for the population of patients screening positive for unhealthy alcohol use in a large Veterans Affairs health system. PARTICIPANTS A total of 719 patients who screened positive for unhealthy alcohol use at one of 11 primary care practices and who completed baseline and 6-month telephone interviews. MAIN MEASURES Using administrative encounter and medical record data, we assessed three composite and 21 individual process-based measures of care delivered across primary and specialty care settings. We assessed self-reported daily alcohol use using telephone interviews at baseline and 6-month follow-up. KEY RESULTS The median proportion of patients who received recommended care across measures was 32.8% (range < 1% for initiating pharmacotherapy to 93% for depression screening). There was negligible change in drinking for the study population between baseline and 6 months. In covariate-adjusted analyses, no composites were significantly associated with changes in heavy drinking days or drinks per week, and just one of nine individual measures tested was significantly associated. In a subsample of patients drinking above recommended weekly limits prior to screening, two of nine individual measures were significantly associated. CONCLUSIONS This study shows wide variability in receipt of recommended care for unhealthy alcohol use. Receipt of recommended interventions for reducing drinking was frequently not associated with decreased drinking. Results suggest deficits in provision of comprehensive alcohol care and in understanding how to improve population-based drinking outcomes.
Collapse
|
5
|
Egberg MD, Gulati AS, Gellad ZF, Melmed GY, Kappelman MD. Improving Quality in the Care of Patients with Inflammatory Bowel Diseases. Inflamm Bowel Dis 2018; 24:1660-1669. [PMID: 29718299 PMCID: PMC6231366 DOI: 10.1093/ibd/izy030] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2017] [Indexed: 02/06/2023]
Abstract
Efforts to improve healthcare quality were firmly established before the Institute of Medicine (IOM) historic 2000 and 2001 reports, To Err is Human Building a Safer Health System and Crossing the Quality Chasm: A New Health System for the 21st Century Despite the long-standing healthcare quality improvement (QI) efforts that date back to the turn of the 20th century, the IOM reports significantly advanced the awareness of healthcare quality deficits and the resulting risk to patients from those gaps in care. Studies immediately following the IOM reports emphasized and verified the presence of detrimental care gaps and highlighted a myriad of contributing factors. Studies focused specifically on the inflammatory bowel diseases (IBD), Crohn's disease and ulcerative colitis , demonstrated suboptimal patient outcomes stemming from, in part, system and provider variation. In the years that have followed, research studies have shown the persistence of suboptimal outcomes in IBD despite an awareness of key drivers for poor care quality and concerted efforts in advancing QI initiatives. In 2017, IBD advocacy groups and provider networks have demonstrated progress in furthering both pediatric and adult IBD outcomes through the use of QI methods and tools including collaborative learning networks. A significant amount of work lies ahead, however, to build upon these advances and improve IBD outcomes further. This article reviews the history of quality initiatives in healthcare, identifies ongoing gaps in IBD care with a review of current IBD improvement efforts taking place, and identifies several targets for improving IBD care quality moving forward into the 21st century.
Collapse
Affiliation(s)
- Matthew D Egberg
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Division of Pediatric Gastroenterology, Chapel Hill, NC
- Institute for Healthcare Improvement, Cambridge, MA
| | - Ajay S Gulati
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Division of Pediatric Gastroenterology, Chapel Hill, NC
- University of North Carolina at Chapel Hill, Departments of Pediatrics and Pathology and Laboratory Medicine. Chapel Hill, NC
| | - Ziad F Gellad
- Durham VA Medical Center, Durham, NC
- Division of Gastroenterology, Duke University Medical Center, Durham, NC
| | - Gil Y Melmed
- Inflammatory Bowel and Immunobiology Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Michael D Kappelman
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Division of Pediatric Gastroenterology, Chapel Hill, NC
| |
Collapse
|
6
|
Abstract
With growing pressures to formulate easily interpreted quality metrics, potential pitfalls exist that deleteriously affect the ultimate outcome of patients. This article defines what quality means in hernia surgery, how it is measured, who measures it, and how it is reported. Key governmental organizations responsible are highlighted. Although striving for high quality seems relatively straightforward, it is a challenge to account for all variables. Most definitions of quality are based on products and derived from minimum standards. This transition to basing it on health care delivery is ongoing, challenging, and incredibly important for the future of patients.
Collapse
Affiliation(s)
- Michael J Rosen
- Lerner College of Medicine, Cleveland Clinic Foundation, 9500 Euclid Avenue, A-100, Cleveland, OH 44195, USA.
| |
Collapse
|
7
|
Abstract
PURPOSE OF REVIEW The purpose of this review is to summarize the current state of endoscopic quality measurement and use of measures in enhancing the value of endoscopic services. RECENT FINDINGS Initially, quality measurement of endoscopic procedures was claims based or included small unit or practice-specific efforts. Now we have a mature national registry and large electronic medical or procedural records that are designed to yield valuable data relevant to quality measurement. SUMMARY With the advent of better measures, we are beginning to understand that initial process and surrogate outcome measures (adenoma detection rate) can be improved to provide a better reflection of endoscopic quality. Importantly, however, even measures currently in use relate to important patient outcomes such as missed colon cancers. At a federal level, older cumbersome pay-for-performance initiatives have been combined into a new overarching program named the quality payment program within the centers for medicare and medicaid services. This program is an additional step toward furthering the progress from volume-to-value-based reimbursement. The legislation mandating the movement toward outcomes-linked (value) reimbursement is the medicare access and children's health insurance program reauthorization act, which was passed with overwhelming bipartisan support and will not be walked back by alterations of the affordable care act. Increasing portions of medicare reimbursement (and likely commercial to follow) will be linked to quality metrics, so familiarity with the underlying process and rationale will be important for all proceduralists.
Collapse
|
8
|
Korownyk C, McCormack J, Kolber MR, Garrison S, Michael Allan G. [Not Available]. CANADIAN FAMILY PHYSICIAN MEDECIN DE FAMILLE CANADIEN 2017; 63:e371-e376. [PMID: 28904046 PMCID: PMC5597026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Affiliation(s)
- Christina Korownyk
- Professeure agrégée au Département de médecine familiale de l'Université de l'Alberta à Edmonton.
| | - James McCormack
- Professeur à la Faculté des sciences pharmaceutiques de l'Université de la Colombie-Britannique à Vancouver
| | - Michael R Kolber
- Professeur agrégé au Département de médecine familiale de l'Université de l'Alberta
| | - Scott Garrison
- Professeur agrégé au Département de médecine familiale de l'Université de l'Alberta
| | - G Michael Allan
- Professeur et directeur de la Médecine fondée sur des données probantes à l'Université de l'Alberta
| |
Collapse
|
9
|
Hanchate AD, Stolzmann KL, Rosen AK, Fink AS, Shwartz M, Ash AS, Abdulkerim H, Pugh MJV, Shokeen P, Borzecki A. Does adding clinical data to administrative data improve agreement among hospital quality measures? HEALTHCARE (AMSTERDAM, NETHERLANDS) 2017; 5:112-118. [PMID: 27932261 PMCID: PMC5772776 DOI: 10.1016/j.hjdsi.2016.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 10/03/2016] [Accepted: 10/05/2016] [Indexed: 11/16/2022]
Abstract
BACKGROUND Hospital performance measures based on patient mortality and readmission have indicated modest rates of agreement. We examined if combining clinical data on laboratory tests and vital signs with administrative data leads to improved agreement with each other, and with other measures of hospital performance in the nation's largest integrated health care system. METHODS We used patient-level administrative and clinical data, and hospital-level data on quality indicators, for 2007-2010 from the Veterans Health Administration (VA). For patients admitted for acute myocardial infarction (AMI), heart failure (HF) and pneumonia we examined changes in hospital performance on 30-d mortality and 30-d readmission rates as a result of adding clinical data to administrative data. We evaluated whether this enhancement yielded improved measures of hospital quality, based on concordance with other hospital quality indicators. RESULTS For 30-d mortality, data enhancement improved model performance, and significantly changed hospital performance profiles; for 30-d readmission, the impact was modest. Concordance between enhanced measures of both outcomes, and with other hospital quality measures - including Joint Commission process measures, VA Surgical Quality Improvement Program (VASQIP) mortality and morbidity, and case volume - remained poor. CONCLUSIONS Adding laboratory tests and vital signs to measure hospital performance on mortality and readmission did not improve the poor rates of agreement across hospital quality indicators in the VA. INTERPRETATION Efforts to improve risk adjustment models should continue; however, evidence of validation should precede their use as reliable measures of quality.
Collapse
Affiliation(s)
- Amresh D Hanchate
- Center for Healthcare Organization and Implementation Research (CHOIR), VA Boston Healthcare System, Boston, MA 02130, USA; Section of General Internal Medicine, Boston University School of Medicine, Boston, MA 02118, USA.
| | - Kelly L Stolzmann
- Center for Healthcare Organization and Implementation Research (CHOIR), VA Boston Healthcare System, Boston, MA 02130, USA
| | - Amy K Rosen
- Center for Healthcare Organization and Implementation Research (CHOIR), VA Boston Healthcare System, Boston, MA 02130, USA; Department of Surgery, Boston University School of Medicine, Boston, MA 02118, USA
| | - Aaron S Fink
- Professor Emeritus of Surgery, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Michael Shwartz
- Center for Healthcare Organization and Implementation Research (CHOIR), VA Boston Healthcare System, Boston, MA 02130, USA; Department of Operations and Technology Management, Boston University School of Management, Boston, MA 02215, USA
| | - Arlene S Ash
- Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Hassen Abdulkerim
- Center for Healthcare Organization and Implementation Research (CHOIR), VA Boston Healthcare System, Boston, MA 02130, USA
| | - Mary Jo V Pugh
- South Texas Veterans Health Care System, San Antonio, TX 78229, USA; Department of Epidemiology and Biostatistics, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Priti Shokeen
- Center for Healthcare Organization and Implementation Research (CHOIR), VA Boston Healthcare System, Boston, MA 02130, USA
| | - Ann Borzecki
- Section of General Internal Medicine, Boston University School of Medicine, Boston, MA 02118, USA; Center for Healthcare Organization and Implementation Research (CHOIR), Bedford VAMC, Bedford, MA 01730, USA; Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, MA 02118, USA
| |
Collapse
|
10
|
Korownyk C, McCormack J, Kolber MR, Garrison S, Allan GM. Competing demands and opportunities in primary care. CANADIAN FAMILY PHYSICIAN MEDECIN DE FAMILLE CANADIEN 2017; 63:664-668. [PMID: 28904027 PMCID: PMC5597006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Affiliation(s)
- Christina Korownyk
- Associate Professor in the Department of Family Medicine at the University of Alberta in Edmonton.
| | - James McCormack
- Professor in the Faculty of Pharmaceutical Sciences at the University of British Columbia in Vancouver
| | - Michael R Kolber
- Associate Professor in the Department of Family Medicine at the University of Alberta
| | - Scott Garrison
- Associate Professor in the Department of Family Medicine at the University of Alberta
| | - G Michael Allan
- Professor and Director of Evidence-Based Medicine in the Department of Family Medicine at the University of Alberta
| |
Collapse
|
11
|
Hutchinson M, Jackson D. Patient satisfaction surveys and care quality: a continuum conundrum. J Nurs Manag 2017; 23:831-2. [PMID: 26428052 DOI: 10.1111/jonm.12339] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Marie Hutchinson
- Faculty of Health & Life Sciences, Oxford Brookes University, Oxford, UK. .,School of Health and Human Sciences, Southern Cross University, Lismore, NSW, Australia.
| | - Debra Jackson
- Faculty of Health & Life Sciences, Oxford Brookes University, Oxford, UK.,Nursing Research, Oxford University Hospitals NHS Trust, Oxford, UK.,University of New England, Armidale, Australia
| |
Collapse
|