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Hsu SH, Lin YL, Koo M, Creedy DK, Tsao Y. Health-literacy, self-efficacy and health-outcomes of patients undergoing haemodialysis: Mediating role of self-management. J Ren Care 2024; 50:342-352. [PMID: 38522017 DOI: 10.1111/jorc.12493] [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: 10/26/2023] [Revised: 03/07/2024] [Accepted: 03/13/2024] [Indexed: 03/25/2024]
Abstract
BACKGROUND Health literacy, self-efficacy and self-management are known to influence health-related well-being. However, the precise influence of self-management, health literacy and self-efficacy on health outcomes in Asian countries is under-researched. OBJECTIVES To examine the impact of health literacy and self-efficacy (independent variables) and self-management (mediator) on patients' health outcomes (dependent variable). DESIGN An observational, cross-sectional design was conducted between 1 March 2022 and 31 August 2022. PARTICIPANTS Outpatients receiving haemodialysis (n = 200) at a Taiwanese medical centre were assessed. MEASUREMENTS The survey included demographic questions and standardised scales: the 3-item Brief Health Literacy Screen, the 8-item Perceived Kidney/Dialysis Self-Management Scale as a measure of self-efficacy, and the 20-item Haemodialyses Self-Management Instrument. Health outcomes were responses on the 12-item Short-Form Health Survey version 2 and clinical blood results from the past 3 months. RESULTS Participants aged over 60 exhibited common comorbidities, with 34% showing low health literacy. Biochemical markers (e.g., haemoglobin and albumin) significantly correlated with physical and mental health scores. Mediating coefficients revealed that self-management significantly influenced associations between health outcomes, health literacy (β = 0.31; p < 0.01), and self-efficacy (β = 0.19; p < 0.01). IMPLICATIONS FOR PRACTICE Self-management can modify the overall influence of health literacy and self-efficacy on patients' quality of physical and emotional health. When managing a chronic condition, 'knowing' how to self-manage does not always result in 'doing so' by the patient. Continuous monitoring and promoting self-management behaviours and support by nurses are crucial to enhance health outcomes.
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Affiliation(s)
- Shu-Hua Hsu
- Division of Nephrology, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan
| | - Yu-Li Lin
- Division of Nephrology, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan
| | - Malcolm Koo
- Department of Nursing, Tzu Chi University of Science and Technology, Hualien, Taiwan
| | - Debra K Creedy
- School of Nursing & Midwifery, Griffith University, Griffith, Australia
| | - Ying Tsao
- Department of Nursing, Tzu-Chi University, Hualien, Taiwan
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Piri S. Pay-for-performance programs effectiveness in healthcare: the case of the end-stage renal disease quality incentive program. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2024; 25:221-236. [PMID: 36966480 DOI: 10.1007/s10198-023-01582-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 03/13/2023] [Indexed: 06/18/2023]
Abstract
This paper focuses on Medicare's End-Stage Renal Disease Quality Incentive Program (QIP). QIP aims to promote high-quality services in outpatient dialysis facilities by tying their payments to their performance on pre-specified quality measures. In this paper, employing principal-agent theory, we examine the effectiveness of QIP by exploring the changes in various clinical/operational measures when they become a part of the program as a performance measure. We study five QIP quality measures; two are operational: hospitalization and readmission. And three others are clinical: blood transfusion, hypercalcemia, and dialysis adequacy. Overall, we observe a significant improvement in all QIP quality measures after being included in the program, except for readmission. We recommend adjusting the weight and redesigning the readmission measure for Medicare to incentivize providers to reduce readmission. We also discuss establishing care coordination and employing data-driven clinical decision support systems as opportunities for dialysis facilities to improve the care delivery process.
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Affiliation(s)
- Saeed Piri
- Department of Operations and Business Analytics, Lundquist College of Business, University of Oregon, Eugene, OR, 97403, USA.
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Golestaneh L, Golovey R, Navarro-Torres M, Roach C, Lantigua-Reyes N, Umeukeje EM, Fox A, Melamed ML, Cavanaugh KL. Feasibility of a Peer Mentor Training Program for Patients Receiving Hemodialysis: An Educational Program Evaluation. Kidney Med 2023; 5:100630. [PMID: 37139080 PMCID: PMC10149397 DOI: 10.1016/j.xkme.2023.100630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023] Open
Abstract
Rationale and Objective The 'PEER-HD' multicenter study tests the effectiveness of peer mentorship to reduce hospitalizations in patients receiving maintenance hemodialysis. In this study, we describe the feasibility, efficacy, and acceptability of the mentor training program. Study Design Educational program evaluation including the following aspects: (1) description of training content, (2) quantitative analysis of feasibility and acceptability of the program, and (3) quantitative pre-post analysis of efficacy of the training to impart knowledge and self-efficacy. Setting and Participants Data were collected using baseline clinical and sociodemographic questionnaires from mentor participants enrolled in Bronx, NY, and Nashville, TN, themselves receiving maintenance hemodialysis. Analytical Approach The outcome variables were the following: (1) feasibility measured by training module attendance and completion, (2) efficacy of the program to impart knowledge and self-efficacy measured by kidney knowledge and self-efficacy surveys, and (3) acceptability as measured by an 11-item survey of trainer performance and module content. Results The PEER-HD training program included 4 2-hour modules that covered topics including dialysis-specific knowledge and mentorship skills. Of the 16 mentor participants, 14 completed the training program. There was complete attendance to all training modules, though some patients required flexibility in scheduling and format. Performance on posttraining quizzes was consistent with high knowledge (mean scores ranged from 82.0%-90.0% correct). Mean dialysis-specific knowledge scores trended higher post training than at baseline though this difference was not statistically significant (90.0% vs 78.1%; P = 0.1). No change in mean self-efficacy scores was demonstrated from before to after training, among mentor participants (P = 0.2). Program evaluation assessments of acceptability were favorable [mean of all patient scores (0-4) within each module ranged from 3.43-3.93]. Limitations Small sample size. Conclusions The PEER-HD mentor training program required accommodation to patients' schedules but was feasible. Participants rated the program favorably, and although the comparison of performance on knowledge assessments post- and pre-program showed uptake of knowledge, this was not statistically significant.
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Affiliation(s)
- Ladan Golestaneh
- Division of Nephrology, Department of Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, New York
| | - Rimon Golovey
- Division of Nephrology, Department of Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, New York
| | - Mariela Navarro-Torres
- Division of Nephrology, Department of Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, New York
| | - Christopher Roach
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Naomy Lantigua-Reyes
- Division of Nephrology, Department of Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, New York
| | - Ebele M. Umeukeje
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Aaron Fox
- Division of General Internal Medicine, Department of Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, New York
| | - Michal L. Melamed
- Division of Nephrology, Department of Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, New York
| | - Kerri L. Cavanaugh
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee
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Stigger K, Ribeiro LR, Cordeiro FM, Böhlke M. Incidence of hospital admissions in bioimpedance-guided fluid management among maintenance hemodialysis patients-Results of a randomized controlled trial. Hemodial Int 2023. [PMID: 37067785 DOI: 10.1111/hdi.13076] [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: 09/10/2022] [Revised: 02/21/2023] [Accepted: 02/23/2023] [Indexed: 04/18/2023]
Abstract
INTRODUCTION Hemodialysis is life-sustaining in kidney failure. However, proper regulation of body fluids depends on an accurate estimate of target weight. This trial aims to compare clinical endpoints between target weight estimation guided by bioimpedance spectroscopy and usual care in hemodialysis patients. METHODS This is an open-label, parallel-group, controlled trial that randomized, through a table of random numbers, adult patients on maintenance hemodialysis to target weight estimation based on monthly clinical evaluation alone or added to evaluation by bioimpedance twice a year. The primary outcome was survival, and the secondary outcomes were the rate of hospital admissions, change in blood pressure (BP), and antihypertensive drugs load. Participants were followed for 2 years. Survival analysis was performed using Kaplan-Meier estimator and Log-rank test, and hospital admissions were analyzed by the incidence-rate ratio. FINDINGS One hundred and ten patients were randomized to the usual care (52) or bioimpedance (58) groups, with a mean age of 57.4 (15.4) years, 64 (58%) males. There was no difference between the groups at baseline. Survival was not significantly different between groups (log-rank test p = 0.68), but the trial was underpowered for this outcome. There was also no difference between the groups in the change in systolic or diastolic BP or in the number of antihypertensive drugs being used. The incidence rate of hospital admissions was 3.1 and 2.1 per person-year in usual care and bioimpedance groups, respectively, with a time-adjusted incidence rate ratio of 1.48 (95% CI: 1.20-1.82, p = 0.0001) and attributable fraction of risk among exposed individuals of 0.32 (95% CI: 0.17-0.45). DISCUSSION The inclusion of bioimpedance data to guide the estimation of target weight in hemodialysis patients had no detectable impact on survival or BP control, but significantly reduced the incidence rate of hospital admissions. The study was registered at ClinicalTrials.gov Identifier: NCT05272800.
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Affiliation(s)
- Kaiane Stigger
- Postgraduate Program in Health and Behavior, Universidade Católica de Pelotas, Pelotas, Brazil
| | - Larissa Ribas Ribeiro
- Postgraduate Program in Health and Behavior, Universidade Católica de Pelotas, Pelotas, Brazil
- Dialysis and Transplantation Unit, University Hospital São Francisco de Paula, Universidade Católica de Pelotas, Pelotas, Brazil
| | - Fernanda Moraez Cordeiro
- Postgraduate Program in Health and Behavior, Universidade Católica de Pelotas, Pelotas, Brazil
- Dialysis and Transplantation Unit, University Hospital São Francisco de Paula, Universidade Católica de Pelotas, Pelotas, Brazil
| | - Maristela Böhlke
- Postgraduate Program in Health and Behavior, Universidade Católica de Pelotas, Pelotas, Brazil
- Dialysis and Transplantation Unit, University Hospital São Francisco de Paula, Universidade Católica de Pelotas, Pelotas, Brazil
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Predictors of Self-Management Behaviors After Discharge Among Unplanned Dialysis Patients. THE JOURNAL OF NURSING RESEARCH : JNR 2023; 31:e267. [PMID: 36648373 DOI: 10.1097/jnr.0000000000000523] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND Patients with unplanned dialysis must perform self-management behaviors to maintain their health in the community after discharge. Understanding the factors that predict the postdischarge self-management behaviors of patients with unplanned dialysis can assist nurses to implement appropriate discharge plans for this population. PURPOSE This study was designed to predict the effects of uncertainty in illness, self-care knowledge, and social-support-related needs during hospitalization on the self-management behaviors of patients with unplanned dialysis during their first 3 months after discharge from the hospital. METHODS One hundred sixty-nine patients with unplanned dialysis from the nephrology department of a medical center in Taiwan were enrolled in this prospective study using convenience sampling. At hospital admission, demographic, uncertainty in illness, self-care knowledge, and social support information was collected using a structured questionnaire. Information on self-management behavior was collected at 3 months postdischarge when the patients visited outpatient clinics. RESULTS Hierarchical multiple regression analyses showed that self-care knowledge, uncertainty in illness, and social support were important predictors of self-management behaviors at 3 months postdischarge, explaining 65.6% of the total variance in self-management behaviors. Social support increased the variance in self-management behaviors by 27.9%. CONCLUSIONS/IMPLICATIONS FOR PRACTICE Comprehensive discharge planning to improve the postdischarge self-management behaviors of patients with unplanned dialysis should involve interventions to improve self-care knowledge, reduce uncertainty in illness, and increase social support. Building social support should be given priority attention.
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Association of the nutritional risk index for Japanese hemodialysis with mortality and dietary nutritional intake in patients undergoing hemodialysis during long-term hospitalization. Clin Exp Nephrol 2022; 26:1200-1207. [PMID: 36040556 DOI: 10.1007/s10157-022-02259-0] [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: 03/23/2022] [Accepted: 07/24/2022] [Indexed: 11/03/2022]
Abstract
AIM The nutritional risk index for Japanese hemodialysis (NRI-JH) is a nutritional screening tool for predicting mortality in patients undergoing hemodialysis; however, its utility in patients undergoing hemodialysis during long-term hospitalization who have a high risk of protein-energy wasting, is unclear. METHODS This retrospective study assessed hospitalized patients undergoing hemodialysis during long-term care at a single hospital. The NRI-JH was calculated using body mass index, serum albumin level, total cholesterol level, and serum creatinine level. The patients were categorized into three risk groups-low, medium, and high. Dietary energy and protein intake were evaluated by dietitians. The association of NRI-JH risk with nutritional intake and mortality were examined. RESULTS In total, 133 patients were analyzed. The NRI-JH risk was low in 24%, medium in 26%, and high in 50% of the patients. The patients in the high-risk group were older and had lower energy and protein intakes than those in the low- and medium-risk groups. High-risk patients showed shorter survival times than low- and medium-risk patients, and a high NRI-JH risk was associated with a high mortality rate (hazard ratio [HR], 2.12; 95% confidence interval [CI], 1.08-4.77; p < 0.05). The association weakened when protein intake and C-reactive protein level were added as covariates (HR, 2.01; 95% CI, 0.95-4.28, p = 0.07). CONCLUSIONS High NRI-JH risk was associated with low dietary nutritional intake and poor survival in patients undergoing hemodialysis during long-term hospitalization. Nutritional status evaluation and nutritional interventions may improve prognosis in this population.
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Golestaneh L, Melamed M, Kim RS, St Clair Russell J, Heisler M, Villalba L, Perry T, Cavanaugh KL. Peer mentorship to improve outcomes in patients on hemodialysis (PEER-HD): a randomized controlled trial protocol. BMC Nephrol 2022; 23:92. [PMID: 35247960 PMCID: PMC8897762 DOI: 10.1186/s12882-022-02701-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 02/12/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Patients receiving in-center hemodialysis experience disproportionate morbidity and incur high healthcare-related costs. Much of this cost stems from potentially avoidable hospitalizations. Peer mentorship has been used effectively to improve outcomes for patients with complex chronic diseases. We propose testing the efficacy of peer mentorship on hospitalization rates among patients receiving hemodialysis. METHODS This is a multicenter parallel group randomized controlled pragmatic trial of patients treated at hemodialysis facilities in Bronx, NY and Nashville, TN. The study has two phases. Phase 1 will enroll and train 16 hemodialysis patients (10 in Bronx, NY and 6 in Nashville TN) to be mentors using a program focused on enhancing self-efficacy, dialysis self-management and autonomy-supportive communication skills. Phase 2 will enroll 200 high risk adults receiving hemodialysis (140 in Bronx, NY and 60 in Nashville, TN), half of whom will be randomized to intervention and half to usual care. Intervention participants are assigned to weekly telephone calls with trained mentors (see Phase 1) for a 3-month period. The primary outcome of Phase 1 will be engagement of mentors with training and change in knowledge scores and autonomy skills from pre- to post-training. The primary outcome of Phase 2 will be the composite count of ED visits and hospitalizations at the end of study follow-up in patient participants assigned to intervention as compared to those assigned to usual care. Secondary outcomes for Phase 2 include the change over the trial period in validated survey scores measuring perception of social support and self-efficacy, and dialysis adherence metrics, among intervention participants as compared to usual care participants. DISCUSSION The PEER-HD study will test the feasibility and efficacy of a pragmatic peer-mentorship program designed for patients receiving hemodialysis on ED visit and hospitalization rates. If effective, peer-mentorship holds promise as a scalable patient-centered intervention to decrease hospital resource utilization, and by extension morbidity and cost, for patients receiving maintenance in-center hemodialysis. TRIAL REGISTRATION Clinicaltrials.gov identifier: NCT03595748 ; 7/23/2018. TRIAL SPONSOR National Institutes of Diabetes, Digestive and Kidney Disease (NIDDK) 5R18DK118471. FUNDING Funding for this study was provided by the National Institutes of Diabetes, Digestive and Kidney Disease: R18DK118471. STUDY STATUS This is an ongoing study and not complete. We are still collecting data for observational follow-up on participants. RELATED ARTICLES No related articles for this study have been submitted to any journal. The study sponsor and funders had no role in the design, analysis or interpretation of this data. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
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Affiliation(s)
- Ladan Golestaneh
- Department of Medicine, Division of Nephrology, Albert Einstein College of Medicine/ Montefiore Medical Center, Bronx, NY, 10467, USA.
| | - Michal Melamed
- Department of Medicine, Division of Nephrology, Albert Einstein College of Medicine/ Montefiore Medical Center, Bronx, NY, 10467, USA
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Ryung S Kim
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Jennifer St Clair Russell
- Department of Medicine, Division of General Internal Medicine, Duke University, Durham, NC, 27701, USA
| | - Michele Heisler
- Department of Medicine, Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Lisandra Villalba
- Department of Medicine, Division of Nephrology, Albert Einstein College of Medicine/ Montefiore Medical Center, Bronx, NY, 10467, USA
| | - Taylor Perry
- Department of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Kerri L Cavanaugh
- Department of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Vanderbilt Center for Effective Health Communication, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
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Abstract
Haemodialysis (HD) is the commonest form of kidney replacement therapy in the world, accounting for approximately 69% of all kidney replacement therapy and 89% of all dialysis. Over the last six decades since the inception of HD, dialysis technology and patient access to the therapy have advanced considerably, particularly in high-income countries. However, HD availability, accessibility, cost and outcomes vary widely across the world and, overall, the rates of impaired quality of life, morbidity and mortality are high. Cardiovascular disease affects more than two-thirds of people receiving HD, is the major cause of morbidity and accounts for almost 50% of mortality. In addition, patients on HD have high symptom loads and are often under considerable financial strain. Despite the many advances in HD technology and delivery systems that have been achieved since the treatment was first developed, poor outcomes among patients receiving HD remain a major public health concern. Understanding the epidemiology of HD outcomes, why they might vary across different populations and how they might be improved is therefore crucial, although this goal is hampered by the considerable heterogeneity in the monitoring and reporting of these outcomes across settings. This Review examines the epidemiology of haemodialysis outcomes — clinical, patient-reported and surrogate outcomes — across world regions and populations, including vulnerable individuals. The authors also discuss the current status of monitoring and reporting of haemodialysis outcomes and potential strategies for improvement. Nearly 4 million people in the world are living on kidney replacement therapy (KRT), and haemodialysis (HD) remains the commonest form of KRT, accounting for approximately 69% of all KRT and 89% of all dialysis. Dialysis technology and patient access to KRT have advanced substantially since the 1960s, particularly in high-income countries. However, HD availability, accessibility, cost and outcomes continue to vary widely across countries, particularly among disadvantaged populations (including Indigenous peoples, women and people at the extremes of age). Cardiovascular disease affects over two-thirds of people receiving HD, is the major cause of morbidity and accounts for almost 50% of mortality; mortality among patients on HD is significantly higher than that of their counterparts in the general population, and treated kidney failure has a higher mortality than many types of cancer. Patients on HD also experience high burdens of symptoms, poor quality of life and financial difficulties. Careful monitoring of the outcomes of patients on HD is essential to develop effective strategies for risk reduction. Outcome measures are highly variable across regions, countries, centres and segments of the population. Establishing kidney registries that collect a variety of clinical and patient-reported outcomes using harmonized definitions is therefore crucial. Evaluation of HD outcomes should include the impact on family and friends, and personal finances, and should examine inequities in disadvantaged populations, who comprise a large proportion of the HD population.
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Chaudhuri S, Han H, Usvyat L, Jiao Y, Sweet D, Vinson A, Johnstone Steinberg S, Maddux D, Belmonte K, Brzozowski J, Bucci B, Kotanko P, Wang Y, Kooman JP, Maddux FW, Larkin J. Machine learning directed interventions associate with decreased hospitalization rates in hemodialysis patients. Int J Med Inform 2021; 153:104541. [PMID: 34343957 DOI: 10.1016/j.ijmedinf.2021.104541] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 06/14/2021] [Accepted: 06/29/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND An integrated kidney disease company uses machine learning (ML) models that predict the 12-month risk of an outpatient hemodialysis (HD) patient having multiple hospitalizations to assist with directing personalized interdisciplinary interventions in a Dialysis Hospitalization Reduction Program (DHRP). We investigated the impact of risk directed interventions in the DHRP on clinic-wide hospitalization rates. METHODS We compared the hospital admission and day rates per-patient-year (ppy) from all hemodialysis patients in 54 DHRP and 54 control clinics identified by propensity score matching at baseline in 2015 and at the end of the pilot in 2018. We also used paired T test to compare the between group difference of annual hospitalization rate and hospitalization days rates at baseline and end of the pilot. RESULTS The between group difference in annual hospital admission and day rates was similar at baseline (2015) with a mean difference between DHRP versus control clinics of -0.008 ± 0.09 ppy and -0.05 ± 0.96 ppy respectively. The between group difference in hospital admission and day rates became more distinct at the end of follow up (2018) favoring DHRP clinics with the mean difference being -0.155 ± 0.38 ppy and -0.97 ± 2.78 ppy respectively. A paired t-test showed the change in the between group difference in hospital admission and day rates from baseline to the end of the follow up was statistically significant (t-value = 2.73, p-value < 0.01) and (t-value = 2.29, p-value = 0.02) respectively. CONCLUSIONS These findings suggest ML model-based risk-directed interdisciplinary team interventions associate with lower hospitalization rates and hospital day rate in HD patients, compared to controls.
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Affiliation(s)
- Sheetal Chaudhuri
- Fresenius Medical Care, Global Medical Office, Waltham, United States; Maastricht University Medical Center, Maastricht, The Netherlands
| | - Hao Han
- Fresenius Medical Care, Global Medical Office, Waltham, United States
| | - Len Usvyat
- Fresenius Medical Care, Global Medical Office, Waltham, United States
| | - Yue Jiao
- Fresenius Medical Care, Global Medical Office, Waltham, United States
| | - David Sweet
- Fresenius Medical Care North America, Waltham, United States
| | - Allison Vinson
- Fresenius Medical Care North America, Waltham, United States
| | | | - Dugan Maddux
- Fresenius Medical Care North America, Waltham, United States
| | | | - Jane Brzozowski
- Fresenius Medical Care, Global Medical Office, Waltham, United States
| | - Brad Bucci
- Fresenius Medical Care North America, Waltham, United States
| | - Peter Kotanko
- Renal Research Institute, NY, United States; Icahn School of Medicine at Mount Sinai, New York, United States
| | - Yuedong Wang
- University of California, Santa Barbara, United States
| | - Jeroen P Kooman
- Maastricht University Medical Center, Maastricht, The Netherlands
| | - Franklin W Maddux
- Fresenius Medical Care, Global Medical Office, Waltham, United States
| | - John Larkin
- Fresenius Medical Care, Global Medical Office, Waltham, United States.
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Lawson JH, Niklason LE, Roy-Chaudhury P. Challenges and novel therapies for vascular access in haemodialysis. Nat Rev Nephrol 2020; 16:586-602. [PMID: 32839580 PMCID: PMC8108319 DOI: 10.1038/s41581-020-0333-2] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/21/2020] [Indexed: 02/07/2023]
Abstract
Advances in standards of care have extended the life expectancy of patients with kidney failure. However, options for chronic vascular access for haemodialysis - an essential part of kidney replacement therapy - have remained unchanged for decades. The high morbidity and mortality associated with current vascular access complications highlights an unmet clinical need for novel techniques in vascular access and is driving innovation in vascular access care. The development of devices, biological approaches and novel access techniques has led to new approaches to controlling fistula geometry and manipulating the underlying cellular and molecular pathways of the vascular endothelium, and influencing fistula maturation and formation through the use of external mechanical methods. Innovations in arteriovenous graft materials range from small modifications to the graft lumen to the creation of completely novel bioengineered grafts. Steps have even been taken to create new devices for the treatment of patients with central vein stenosis. However, these emerging therapies face difficult hurdles, and truly creative approaches to vascular access need resources that include well-designed clinical trials, frequent interaction with regulators, interventionalist education and sufficient funding. In addition, the heterogeneity of patients with kidney failure suggests it is unlikely that a 'one-size-fits-all' approach for effective vascular access will be feasible in the current environment.
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Affiliation(s)
- Jeffrey H Lawson
- Department of Surgery, Duke University, Durham, NC, USA.
- Humacyte, Inc., Durham, NC, USA.
| | - Laura E Niklason
- Humacyte, Inc., Durham, NC, USA
- School of Engineering & Applied Science, Yale University, New Haven, CT, USA
| | - Prabir Roy-Chaudhury
- University of North Carolina Kidney Center, Chapel Hill, NC, USA
- WG (Bill) Hefner VA Medical Center, Salisbury, NC, USA
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Uludag K, Boz G, Gunal AI. Lower serum albumin level is associated with increased risk of hospital admission and length of stay in hospital among incident hemodialysis patients by using overdispersed model. Ther Apher Dial 2020; 25:179-187. [DOI: 10.1111/1744-9987.13552] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Revised: 06/14/2020] [Accepted: 06/23/2020] [Indexed: 12/29/2022]
Affiliation(s)
- Koray Uludag
- Division of Nephrology, Department of Internal Medicine Kayseri City Hospital Kayseri Turkey
| | - Gulsah Boz
- Division of Nephrology, Department of Internal Medicine Kayseri City Hospital Kayseri Turkey
| | - Ali Ihsan Gunal
- Division of Nephrology, Department of Internal Medicine Kayseri City Hospital Kayseri Turkey
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