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Patel K, Irizarry-Caro JA, Khan A, Holder T, Salako D, Goyal P, Kwak MJ. Definition of Polypharmacy in Heart Failure: A Scoping Review of the Literature. Cardiol Res 2024; 15:75-85. [PMID: 38645827 PMCID: PMC11027783 DOI: 10.14740/cr1636] [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: 03/15/2024] [Accepted: 03/29/2024] [Indexed: 04/23/2024] Open
Abstract
Patients with heart failure (HF) have a high prevalence of polypharmacy, which can lead to drug interactions, cognitive impairment, and medication non-compliance. However, the definition of polypharmacy in these patients is still inconsistent. The aim of this scoping review was to find the most common definition of polypharmacy in HF patients. We conducted a scoping review searching Medline, Embase, CINAHL, and Cochrane using terms including polypharmacy, HF and deprescribing, which resulted in 7,949 articles. Articles without a definition of polypharmacy in HF patients and articles which included patients < 18 years of age were excluded; only 59 articles were included. Of the 59 articles, 49% (n = 29) were retrospective, 20% (n = 12) were prospective, 10% (n = 6) were cross-sectional, and 27% (n = 16) were review articles. Twenty percent (n = 12) of the articles focused on HF with reduced ejection fraction, 10% (n = 6) focused on HF with preserved ejection fraction and 69% (n = 41) articles either focused on both diagnoses or did not clarify the specific type of HF. The most common cutoff for polypharmacy in HF was five medications (59%, n = 35). There was no consensus regarding the inclusion or exclusion of over-the-counter medications, supplements, or vitamins. Some newer studies used a cutoff of 10 medications (14%, n = 8), and this may be a more practical and meaningful definition for HF patients.
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Affiliation(s)
- Keshav Patel
- Department of Internal Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Jorge A. Irizarry-Caro
- Department of Internal Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Adil Khan
- Department of Pediatrics, Emory University, Atlanta, GA, USA
| | - Travis Holder
- Houston Academy of Medicine, The Texas Medical Center Library, Houston, TX, USA
| | | | - Parag Goyal
- Division of Cardiology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Min Ji Kwak
- Department of Internal Medicine, Division of Geriatric and Palliative Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
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Auener SL, van Dulmen SA, Atsma F, van der Galiën O, Bellersen L, van Kimmenade R, Westert GP, Jeurissen PPT. Characteristics Associated With Telemonitoring Use Among Patients With Chronic Heart Failure: Retrospective Cohort Study. J Med Internet Res 2023; 25:e43038. [PMID: 37851505 PMCID: PMC10620630 DOI: 10.2196/43038] [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: 09/30/2022] [Revised: 02/28/2023] [Accepted: 08/28/2023] [Indexed: 10/19/2023] Open
Abstract
BACKGROUND Chronic heart failure (HF) is a chronic disease affecting more than 64 million people worldwide, with an increasing prevalence and a high burden on individual patients and society. Telemonitoring may be able to mitigate some of this burden by increasing self-management and preventing use of the health care system. However, it is unknown to what degree telemonitoring has been adopted by hospitals and if the use of telemonitoring is associated with certain patient characteristics. Insight into the dissemination of this technology among hospitals and patients may inform strategies for further adoption. OBJECTIVE We aimed to explore the use of telemonitoring among hospitals in the Netherlands and to identify patient characteristics associated with the use of telemonitoring for HF. METHODS We performed a retrospective cohort study based on routinely collected health care claim data in the Netherlands. Descriptive analyses were used to gain insight in the adoption of telemonitoring for HF among hospitals in 2019. We used logistic multiple regression analyses to explore the associations between patient characteristics and telemonitoring use. RESULTS Less than half (31/84, 37%) of all included hospitals had claims for telemonitoring, and 20% (17/84) of hospitals had more than 10 patients with telemonitoring claims. Within these 17 hospitals, a total of 7040 patients were treated for HF in 2019, of whom 5.8% (409/7040) incurred a telemonitoring claim. Odds ratios (ORs) for using telemonitoring were higher for male patients (adjusted OR 1.90, 95% CI 1.50-2.41) and patients with previous hospital treatment for HF (adjusted OR 1.76, 95% CI 1.39-2.24). ORs were lower for higher age categories and were lowest for the highest age category, that is, patients older than 80 years (OR 0.30, 95% CI 0.21-0.44) compared to the reference age category (18-59 years). Socioeconomic status, degree of multimorbidity, and excessive polypharmacy were not associated with the use of telemonitoring. CONCLUSIONS The use of reimbursed telemonitoring for HF was limited up to 2019, and our results suggest that large variation exists among hospitals. A lack of adoption is therefore not only due to a lack of diffusion among hospitals but also due to a lack of scaling up within hospitals that already deploy telemonitoring. Future studies should therefore focus on both kinds of adoption and how to facilitate these processes. Older patients, female patients, and patients with no previous hospital treatment for HF were less likely to use telemonitoring for HF. This shows that some patient groups are not served as much by telemonitoring as other patient groups. The underlying mechanism of the reported associations should be identified in order to gain a deeper understanding of telemonitoring use among different patient groups.
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Affiliation(s)
- Stefan L Auener
- IQ Healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Simone A van Dulmen
- IQ Healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Femke Atsma
- IQ Healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | | | - Louise Bellersen
- Department of Cardiology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Roland van Kimmenade
- Department of Cardiology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Gert P Westert
- IQ Healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Patrick P T Jeurissen
- IQ Healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
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Maynou L, Street A, García Altés A. Living longer in declining health: Factors driving healthcare costs among older people. Soc Sci Med 2023; 327:115955. [PMID: 37196394 DOI: 10.1016/j.socscimed.2023.115955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 04/03/2023] [Accepted: 05/05/2023] [Indexed: 05/19/2023]
Abstract
BACKGROUND Developed countries are facing challenges in caring for people who are living longer but with a greater morbidity burden. Such people are likely to be regular users of healthcare. OBJECTIVES Our analytical aim is to identify factors that explain healthcare costs among: (1) people over 55 years old; (2) the top 5% and 1% high-cost users among this population; (3) those that transition into the top 5% and 1% from one year to the next; (4) those that appear in the top 5% and 1% over multiple years; and (5) those that remain in the top 5% and 1% over consecutive years. METHODS The data covered 2011 to 2017 and comprised 1,485,170 observations for a random sample of 224,249 people aged over 55 years in the Catalan region of Spain. We analysed each person's annual healthcare costs across all public healthcare settings related to their age, gender, socio-economic status (SES), whether or not and when they died, and morbidity status, through Adjusted Morbidity Groups. RESULTS After controlling for morbidity status, the oldest people did not have the highest costs and were less likely to be among the most costly patients. There was also only a modest impact on costs associated with SES and with dying. Healthcare costs were substantially higher for those with a neoplasm or four or more long term conditions (LTCs), costs rising with the complexity of their conditions. These morbidity indicators were also the most important factors associated with being and remaining in the top 5% or top 1% of costs. CONCLUSION Our results suggest that age and proximity to death are poor predictors of higher costs. Rather, healthcare costs are explained mainly by morbidity status, particularly whether someone has neoplasms or multiple LTCs. Morbidity measures should be included in future studies of healthcare costs.
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Affiliation(s)
- Laia Maynou
- Department of Economics, Econometrics and Applied Economics, Universitat de Barcelona, Avinguda Diagonal, 690, 08034, Barcelona, Spain; Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, UK; Center for Research in Health and Economics (CRES), Universitat Pompeu Fabra, Ramon Trias Fargas 25-27, 08005, Barcelona, Spain.
| | - Andrew Street
- Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, UK.
| | - Anna García Altés
- Direcció General de Planificació i Recerca en Salut, Departament de Salut, Generalitat de Catalunya, Barcelona, Spain; CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain; Institut de Investigació Biomèdica (IIB Sant Pau), Barcelona, Spain.
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Wei S, Mcconnell ES, Pan W, Corazzini KN, Granger BB. Rethinking Rehospitalization in Heart Failure Care Transitions: Heterogeneity in Use Typologies. J Card Fail 2023; 29:278-289. [PMID: 35970330 DOI: 10.1016/j.cardfail.2022.07.052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 07/18/2022] [Accepted: 07/19/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Sijia Wei
- School of Nursing, Duke University, Durham, North Carolina; Center for Education in Health Sciences, Institute for Public Health and Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.
| | - Eleanor S Mcconnell
- School of Nursing, Duke University, Durham, North Carolina; Geriatric Research, Education, and Clinical Center, Durham Veterans Affairs Health Care System, Durham, North Carolina; Center for the Study of Aging and Human Development, Duke University, Durham, North Carolina
| | - Wei Pan
- School of Nursing, Duke University, Durham, North Carolina; Department of Population Health Sciences, School of Medicine, Duke University, Durham, North Carolina
| | - Kirsten N Corazzini
- School of Nursing, Duke University, Durham, North Carolina; School of Nursing, University of Maryland, Baltimore, Maryland
| | - Bradi B Granger
- School of Nursing, Duke University, Durham, North Carolina; Heart Center Nursing Research Program, Duke University Health System and School of Nursing, Durham, North Carolina
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Auener SL, Remers TEP, van Dulmen SA, Westert GP, Kool RB, Jeurissen PPT. The Effect of Noninvasive Telemonitoring for Chronic Heart Failure on Health Care Utilization: Systematic Review. J Med Internet Res 2021; 23:e26744. [PMID: 34586072 PMCID: PMC8515232 DOI: 10.2196/26744] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 03/18/2021] [Accepted: 06/30/2021] [Indexed: 12/20/2022] Open
Abstract
Background Chronic heart failure accounts for approximately 1%-2% of health care expenditures in most developed countries. These costs are primarily driven by hospitalizations and comorbidities. Telemonitoring has been proposed to reduce the number of hospitalizations and decrease the cost of treatment for patients with heart failure. However, the effects of telemonitoring on health care utilization remain unclear. Objective This systematic review aims to study the effect of telemonitoring programs on health care utilization and costs in patients with chronic heart failure. We assess the effect of telemonitoring on hospitalizations, emergency department visits, length of stay, hospital days, nonemergency department visits, and health care costs. Methods We searched PubMed, Embase, and Web of Science for randomized controlled trials and nonrandomized studies on noninvasive telemonitoring and health care utilization. We included studies published between January 2010 and August 2020. For each study, we extracted the reported data on the effect of telemonitoring on health care utilization. We used P<.05 and CIs not including 1.00 to determine whether the effect was statistically significant. Results We included 16 randomized controlled trials and 13 nonrandomized studies. Inclusion criteria, population characteristics, and outcome measures differed among the included studies. Most studies showed no effect of telemonitoring on health care utilization. The number of hospitalizations was significantly reduced in 38% (9/24) of studies, whereas emergency department visits were reduced in 13% (1/8) of studies. An increase in nonemergency department visits (6/9, 67% of studies) was reported. Health care costs showed ambiguous results, with 3 studies reporting an increase in health care costs, 3 studies reporting a reduction, and 4 studies reporting no significant differences. Health care cost reductions were realized through a reduction in hospitalizations, whereas increases were caused by the high costs of the telemonitoring program or increased health care utilization. Conclusions Most telemonitoring programs do not show clear effects on health care utilization measures, except for an increase in nonemergency outpatient department visits. This may be an unwarranted side effect rather than a prerequisite for effective telemonitoring. The consequences of telemonitoring on nonemergency outpatient visits should receive more attention from regulators, payers, and providers. This review further demonstrates the high clinical and methodological heterogeneity of telemonitoring programs. This should be taken into account in future meta-analyses aimed at identifying the effective components of telemonitoring programs.
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Affiliation(s)
- Stefan L Auener
- IQ healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Toine E P Remers
- IQ healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Simone A van Dulmen
- IQ healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Gert P Westert
- IQ healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Rudolf B Kool
- IQ healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Patrick P T Jeurissen
- IQ healthcare, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
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Mohammad A, Nandkeolyar S, Grewal D, Sakr A, Seliem A, Stoletniy L, Abramov D. Trial of Oral Diuretics Prior to Discharge Is Not Associated With Improved Outcomes in Decompensated Heart Failure. Cardiol Res 2021; 12:244-250. [PMID: 34349866 PMCID: PMC8297044 DOI: 10.14740/cr1265] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 04/23/2021] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Current heart failure guidelines recommend transition of intravenous (IV) diuretics to oral > 24 h prior to hospital discharge. The aim of this study was to determine whether transition to oral diuretics prior to discharge in patients hospitalized with decompensated systolic heart failure (SHF) was associated with improved 30-day events. METHODS This was a retrospective cohort study, in which adults admitted to the Loma Linda Medical Center for 3 - 14 days with a primary discharge diagnosis of acute on chronic SHF were included. Mortality data were obtained from the National Death Index, while readmission only to our facility was included. The t-test and Chi-square test were used for analyses. RESULTS A total of 314 patients were studied. Patients who were managed with guideline-recommended trial of oral diuretics, and patients who continued to receive IV diuretics on the last full hospital day were overall similar in baseline characteristics. Patients who received oral diuretics on the day prior to discharge had longer length of stay, less weight loss, were discharged on lower diuretic doses (all P < 0.05), and had similar outcomes of 30-day readmission and 30-day hospitalization-free survival. CONCLUSIONS The transition to oral diuretics prior to discharge in patients with decompensated SHF was not associated with improved 30-day outcomes. These results require validation in prospective trials but suggest that guideline recommendations regarding transitioning to oral diuretics prior to discharge may deserve re-evaluation.
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Affiliation(s)
- Adeba Mohammad
- Department of Internal Medicine, Loma Linda University Health, 11234 Anderson St, Loma Linda, CA 92354, USA
| | - Shuktika Nandkeolyar
- Department of Cardiology, Loma Linda University Health, 11234 Anderson St, Loma Linda, CA 92354, USA
| | - Dennis Grewal
- Department of Cardiology, Loma Linda University Health, 11234 Anderson St, Loma Linda, CA 92354, USA
| | - Antoine Sakr
- Department of Cardiology, Loma Linda University Health, 11234 Anderson St, Loma Linda, CA 92354, USA
| | - Ahmed Seliem
- Department of Cardiology, Loma Linda University Health, 11234 Anderson St, Loma Linda, CA 92354, USA
| | - Liset Stoletniy
- Department of Cardiology, Loma Linda University Health, 11234 Anderson St, Loma Linda, CA 92354, USA
| | - Dmitry Abramov
- Department of Cardiology, Loma Linda University Health, 11234 Anderson St, Loma Linda, CA 92354, USA
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Feldman SF, Lesuffleur T, Olié V, Gastaldi-Ménager C, Juillière Y, Tuppin P. French annual national observational study of 2015 outpatient and inpatient healthcare utilization by approximately half a million patients with previous heart failure diagnosis. Arch Cardiovasc Dis 2021; 114:17-32. [DOI: 10.1016/j.acvd.2020.05.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 05/14/2020] [Accepted: 05/26/2020] [Indexed: 02/02/2023]
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Sierpiński R, Sokolska JM, Suchocki T, Koń B, Urbański F, Kruk M, Sokolski M, Ponikowski P, Jankowska EA. 10 year trends in hospitalization rates due to heart failure and related in-hospital mortality in Poland (2010-2019). ESC Heart Fail 2020; 7:3365-3373. [PMID: 33089965 PMCID: PMC7754958 DOI: 10.1002/ehf2.13060] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 09/16/2020] [Accepted: 09/29/2020] [Indexed: 01/14/2023] Open
Abstract
Aims Heart failure (HF) remains a major public health challenge worldwide. Contemporary epidemiological data on HF hospitalization rates and related in‐hospital mortality are scarce also in Poland. The aim of the study was to determine the trends in hospitalization rates due to HF and related in‐hospital mortality in Poland in the recent decade. Methods and results Data on HF hospitalizations and in‐hospital mortality in patients aged >17 years in Poland between 2010 and 2019 were obtained from the central database of the Polish National Health Fund. Hospitalizations with either primary or secondary diagnosis of HF were identified using the 10th revision of the International Statistical Classification of Diseases and Related Health Problems codes (I50, I42, J81 with extensions, and R57.0). There were 4 259 698 HF hospitalizations and 608 577 in‐hospital deaths (14% in‐hospital mortality) reported during 2010–2019 in Poland. During this period, there was a steady increase in the number of HF hospitalizations per 1000 inhabitants in subsequent years, being more pronounced in men than in women (in 2019: 16 and 13 HF hospitalizations per 1000 inhabitants in men and women, respectively). The relative risk of HF hospitalization was higher in men than in women, and this gender‐related difference steadily increased from 9% in 2010 to 25% in 2019. During 2010–2019, there was an increase in the number of HF hospitalizations per 1000 inhabitants in subsequent age groups, with a trend being more pronounced in men than in women (129 and 99 HF hospitalizations per 1000 inhabitants in men and women aged ≥80 years, respectively). During this period, there was a slight increase in in‐hospital mortality during HF hospitalization in subsequent years, being more pronounced in women than in men (in 2019: 16% and 14% of in‐hospital mortality in women and men, respectively). The relative risk of in‐hospital mortality during HF hospitalization was higher in women than in men, and this gender‐related difference steadily increased from 8% in 2010 to 18% in 2019. During this period, in‐hospital mortality during HF hospitalization was ~12% for women and men aged 18–29 years, whereas the highest values of in‐hospital mortality reached ~19% for patients aged ≥80 years. Conclusions We have observed steady growing trends in HF hospitalization rates and related in‐hospital mortality in Poland over the last decade. Both age and gender have differentiated the reported epidemiological patterns.
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Affiliation(s)
- Radosław Sierpiński
- Medical Research AgencyWarsawPoland
- University of Cardinal Wyszynski in WarsawWarsawPoland
| | - Justyna M. Sokolska
- Department of Heart DiseasesWrocław Medical UniversityWroclawPoland
- Department of Cardiology, University Heart CenterUniversity Hospital ZurichZurichSwitzerland
| | - Tomasz Suchocki
- Biostatistics Group, Department of GeneticsWroclaw University of Environmental and Life SciencesWroclawPoland
| | | | | | | | - Mateusz Sokolski
- Department of Heart DiseasesWrocław Medical UniversityWroclawPoland
- Centre for Heart DiseasesUniversity HospitalWroclawPoland
| | - Piotr Ponikowski
- Department of Heart DiseasesWrocław Medical UniversityWroclawPoland
- Centre for Heart DiseasesUniversity HospitalWroclawPoland
| | - Ewa A. Jankowska
- Department of Heart DiseasesWrocław Medical UniversityWroclawPoland
- Centre for Heart DiseasesUniversity HospitalWroclawPoland
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Wammes JJG, Auener S, van der Wees PJ, Tanke MAC, Bellersen L, Westert GP, Atsma F, Jeurissen PPT. Characteristics and health care utilization among patients with chronic heart failure: a longitudinal claim database analysis. ESC Heart Fail 2019; 6:1243-1251. [PMID: 31556246 PMCID: PMC6989283 DOI: 10.1002/ehf2.12512] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 07/28/2019] [Accepted: 08/12/2019] [Indexed: 12/03/2022] Open
Abstract
AIMS This study aimed to determine the characteristics of patients with heart failure and high costs (top 1% and top 2-5% highest costs in perspective of the general population) and to explore the longitudinal health care utilization and persistency of high costs. METHODS AND RESULTS Longitudinal observational study using claims data from 2006 to 2014 in the Netherlands. We identified all patients that received a hospital treatment for chronic heart failure between 1 January 2008 and 31 December 2010. Of each selected patient, all claims from the Dutch curative health system and with a starting date between 1 January 2006 and 31 December 2014 were extracted. Pharmaceutical and hospital claims were used to establish characteristics and indicators for health care utilization. Descriptive analyses and generalized estimating equation models were used to analyse characteristics, longitudinal health care utilization and to identify factors associated with high costs. Our findings revealed that the difference in costs between top 1%, top 2-5%, and bottom 95% patients with heart failure was mainly driven by hospital costs; and the top 1% group experienced a remarkable increase of mental health costs. Top 1% and top 2-5% patients with heart failure differed from lower cost patients in their higher rate of chronic conditions, excessive polypharmacy, hospital admissions, and heart-related surgeries. Heart-related surgeries contributed to the incidental high costs in 54% of top 1% patients, and the costs of the remaining top 1% patients were driven by mental health and pharmaceuticals use and rates of chronic conditions and multimorbidity. Top 1% patients were relatively young. Anaemia, dementia, diseases of arteries, veins and lymphatic vessels, influenza, and kidney failure were significantly associated with high costs. The end-of-life period was predictive of top 1% and top 5% costs. More than 90% of the population incurred at least one top 5% year during follow-up, and 31.8% incurred at least one top 1% year. Fifty-seven per cent incurred multiple top 5% years whereas only 8.6% incurred multiple top 1% years. Top 5% years were more frequently consecutive than top 1% years. CONCLUSIONS Top 1% utilization occurs predominantly incidentally and among less than a third of patients with heart failure, whereas almost all patients with heart failure experience at least one top 5% year, and more than half experience two or more top 5% years. Both medical and psychiatric/psychosocial needs contribute to high costs in heart failure patients. Comprehensive and integrated efforts are needed to further improve quality of care and reduce unnecessary costs.
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Affiliation(s)
- Joost Johan Godert Wammes
- Scientific Center for Quality of Healthcare, Radboud University Medical Center, PO Box 9101, 6500, HB, Nijmegen, The Netherlands
| | - Stefan Auener
- Scientific Center for Quality of Healthcare, Radboud University Medical Center, PO Box 9101, 6500, HB, Nijmegen, The Netherlands
| | - Philip J van der Wees
- Scientific Center for Quality of Healthcare, Radboud University Medical Center, PO Box 9101, 6500, HB, Nijmegen, The Netherlands
| | - Marit A C Tanke
- Scientific Center for Quality of Healthcare, Radboud University Medical Center, PO Box 9101, 6500, HB, Nijmegen, The Netherlands
| | - Louise Bellersen
- Department of Cardiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Gert P Westert
- Scientific Center for Quality of Healthcare, Radboud University Medical Center, PO Box 9101, 6500, HB, Nijmegen, The Netherlands
| | - Femke Atsma
- Scientific Center for Quality of Healthcare, Radboud University Medical Center, PO Box 9101, 6500, HB, Nijmegen, The Netherlands
| | - Patrick P T Jeurissen
- Scientific Center for Quality of Healthcare, Radboud University Medical Center, PO Box 9101, 6500, HB, Nijmegen, The Netherlands
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