TY - JOUR
T1 - African Americans’ Hemodialysis Treatment Adherence Data Assessment and Presentation
T2 - A Precision-Based Paradigm Shift to Support Quality Improvement Activities
AU - Umeukeje, Ebele M.
AU - Ngankam, Deklerk
AU - Beach, Lauren B.
AU - Morse, Jennifer
AU - Prigmore, Heather L.
AU - Stewart, Thomas G.
AU - Lewis, Julia B.
AU - Cavanaugh, Kerri L.
N1 - Funding Information:
Ebele M. Umeukeje, MD, MPH, Deklerk Ngankam, MD, Lauren B. Beach, JD, PhD, Jennifer Morse, MS, Heather L. Prigmore, MPH, Thomas G. Stewart, PhD, Julia B. Lewis, MD, and Kerri L. Cavanaugh, MD, MHS. Research idea and study design: EMU, KLC, DN, LBB; data acquisition: EMU, DN; statistical analysis: JM, HLP, TGS; data analysis/interpretation: EMU, DN, LBB, JL, KLC; supervision or mentorship: EMU, KLC. EMU and DN contributed equally to this work. Each author contributed important intellectual content during manuscript drafting or revision and accepts accountability for the overall work by ensuring that questions pertaining to the accuracy or integrity of any portion of the work are appropriately investigated and resolved. This work was supported by National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases grant 1K23DK114566-01A1 (to Dr Umeukeje); National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases grant 3 R01 DK 103935-03S1 (to Dr Cavanaugh); and the Vanderbilt University Medical Center Student Research and Training Program. The funders of the study had no role in the study design, collection, analysis, and interpretation of data; writing the report; or the decision to submit the report for publication. The authors declare that they have no relevant financial interests. Received June 09, 2021. Evaluated by 3 external peer reviewers, with direct editorial input by a Statistical Editor and the Editor-in-Chief. Accepted in revised form October 6, 2021.
Funding Information:
This work was supported by National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases grant 1K23DK114566-01A1 (to Dr Umeukeje); National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases grant 3 R01 DK 103935-03S1 (to Dr Cavanaugh); and the Vanderbilt University Medical Center Student Research and Training Program. The funders of the study had no role in the study design, collection, analysis, and interpretation of data; writing the report; or the decision to submit the report for publication.
Publisher Copyright:
© 2021 The Authors
PY - 2022/2
Y1 - 2022/2
N2 - Rationale & Objective: Thrice-weekly hemodialysis can result in adequate urea clearance; however, the morbidity and mortality rates of patients treated with maintenance dialysis remain unacceptably high, partly because of nonadherence. African Americans have a higher prevalence of kidney failure treated with dialysis, greater dialysis nonadherence, and higher odds of hospitalization. We hypothesized that more precise ways of assessing dialysis treatment adherence will reflect the severity of nonadherence, distinguish patterns of nonadherence, and inform the design of personalized behavioral interventions. Study Design: Retrospective cohort study. Setting & Participants: African American patients receiving hemodialysis for >90 days. Exposure: Hemodialysis. Outcome: Dialysis adherence. Analytical Approach: Dialysis attendance data were displayed using a dot plot, categorized based on missed and shortened treatments, and examined for patterns. Descriptive characteristics were reported. In an exploratory analysis, associations between dialysis treatment adherence and participant characteristics were evaluated using ordinary least squares regression. An analysis was performed using missed minutes of dialysis and current metrics for measuring dialysis treatment adherence (ie, missed and shortened treatments). Results: Among 113 African American patients treated with dialysis, 47% were men; the median age was 57 years (interquartile range, 46-70 years), and the median dialysis vintage was 54 months (interquartile range, 22-90 months). With rows ordered based on the total missed minutes of dialysis, the dot plot displayed a decreasing gradient in the severity of nonadherence, with novel dialysis treatment adherence categories termed as follows: consistent underdialysis, inconsistent dialysis, and consistent dialysis. Distinct patterns of nonadherence and heterogeneity emerged within these categories. Older age was consistently associated with better adherence, as determined by the analyses performed using the total missed minutes of dialysis as well as missed and shortened treatments. Limitations: The study findings, although replicable and paradigm-shifting, might be limited by the short timeline, focus on adherence data specific to African American patients treated with dialysis, and restriction to dialysis units affiliated with 1 academic center. Conclusions: This study presents more precise and novel ways of measuring and displaying dialysis treatment adherence. The findings introduce a more personalized approach for evaluating actual dialysis uptake. Identification of unique patterns of adherence behavior is important to inform the design of effective behavioral interventions and improve outcomes for vulnerable African American patients treated with dialysis.
AB - Rationale & Objective: Thrice-weekly hemodialysis can result in adequate urea clearance; however, the morbidity and mortality rates of patients treated with maintenance dialysis remain unacceptably high, partly because of nonadherence. African Americans have a higher prevalence of kidney failure treated with dialysis, greater dialysis nonadherence, and higher odds of hospitalization. We hypothesized that more precise ways of assessing dialysis treatment adherence will reflect the severity of nonadherence, distinguish patterns of nonadherence, and inform the design of personalized behavioral interventions. Study Design: Retrospective cohort study. Setting & Participants: African American patients receiving hemodialysis for >90 days. Exposure: Hemodialysis. Outcome: Dialysis adherence. Analytical Approach: Dialysis attendance data were displayed using a dot plot, categorized based on missed and shortened treatments, and examined for patterns. Descriptive characteristics were reported. In an exploratory analysis, associations between dialysis treatment adherence and participant characteristics were evaluated using ordinary least squares regression. An analysis was performed using missed minutes of dialysis and current metrics for measuring dialysis treatment adherence (ie, missed and shortened treatments). Results: Among 113 African American patients treated with dialysis, 47% were men; the median age was 57 years (interquartile range, 46-70 years), and the median dialysis vintage was 54 months (interquartile range, 22-90 months). With rows ordered based on the total missed minutes of dialysis, the dot plot displayed a decreasing gradient in the severity of nonadherence, with novel dialysis treatment adherence categories termed as follows: consistent underdialysis, inconsistent dialysis, and consistent dialysis. Distinct patterns of nonadherence and heterogeneity emerged within these categories. Older age was consistently associated with better adherence, as determined by the analyses performed using the total missed minutes of dialysis as well as missed and shortened treatments. Limitations: The study findings, although replicable and paradigm-shifting, might be limited by the short timeline, focus on adherence data specific to African American patients treated with dialysis, and restriction to dialysis units affiliated with 1 academic center. Conclusions: This study presents more precise and novel ways of measuring and displaying dialysis treatment adherence. The findings introduce a more personalized approach for evaluating actual dialysis uptake. Identification of unique patterns of adherence behavior is important to inform the design of effective behavioral interventions and improve outcomes for vulnerable African American patients treated with dialysis.
KW - Adherence
KW - African Americans
KW - dialysis
KW - end-stage kidney disease
KW - hemodialysis
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U2 - 10.1016/j.xkme.2021.10.007
DO - 10.1016/j.xkme.2021.10.007
M3 - Article
C2 - 35243306
AN - SCOPUS:85123676685
SN - 2590-0595
VL - 4
JO - Kidney Medicine
JF - Kidney Medicine
IS - 2
M1 - 100394
ER -