| Literature DB >> 28579814 |
Kathryn S Gray1, Dena E Cohen1, Steven M Brunelli1.
Abstract
OBJECTIVE: The aim of this study was to determine the rate of missed treatments among hemodialysis (HD) patients, and the association between treatment nonadherence and clinical outcomes. DATA SOURCE: The data used in this study were based on electronic medical records and Medicare claims. STUDYEntities:
Keywords: Medicare; ambulatory/outpatient care; chronic disease; epidemiology
Year: 2017 PMID: 28579814 PMCID: PMC5447693 DOI: 10.2147/CEOR.S136577
Source DB: PubMed Journal: Clinicoecon Outcomes Res ISSN: 1178-6981
Figure 1Distribution of patient counts by missed treatment rate and cause.
Note: The number of patients who missed treatments for any cause (left panel), due to a documented medical event (including hospitalization, emergency department visit, or outpatient procedure; middle panel) or due to absence (right panel) is presented by the rate of missed treatments per patient-year.
Missed treatments by cause during 2012
| Variables | All | Hospitalization | ED visit | Procedure | Absence |
|---|---|---|---|---|---|
| Events, n | 462,028 | 208,478 | 8885 | 546 | 244,119 |
| Rate per patient-year | 15.31 | 6.91 | 0.29 | 0.02 | 8.09 |
| % of all missed treatments | 45.1 | 1.9 | 0.1 | 52.8 |
Notes: Total time at risk: 30,178 patient-years. Total number of missed treatments per patient was capped at 78.
Abbreviation: ED, emergency department.
Comparison of baseline patient characteristics by attendance status: pre-match
| Variables | Overall, N = 93,389 | Attended, N = 92,107 | Absence, N = 1282 | Standardized difference (%) | |
|---|---|---|---|---|---|
| Age (years) | <0.001 | ||||
| Mean ± SD | 62.9 ± 14.5 | 62.9 ± 14.5 | 60.5 ± 14.5 | −16.9 | |
| Gender, n (%) | 0.33 | ||||
| Female | 41,424 (44.4) | 40,838 (44.3) | 586 (45.7) | 2.8 | |
| Race, n (%) | <0.001 | ||||
| White | 35,425 (37.9) | 34,982 (38.0) | 443 (34.6) | −7.1 | |
| Black | 36,310 (38.9) | 35,720 (38.8) | 590 (46.0) | 14.7 | |
| Hispanic | 14,843 (15.9) | 14,653 (15.9) | 190 (14.8) | −3.0 | |
| Asian | 3043 (3.3) | 3028 (3.3) | 15 (1.2) | −14.4 | |
| Other/unknown | 3768 (4.0) | 3724 (4.0) | 44 (3.4) | −3.2 | |
| Vascular access, n (%) | 0.05 | ||||
| Arteriovenous fistula | 63,831 (68.3) | 63,000 (68.4) | 831 (64.8) | −7.6 | |
| Arteriovenous graft | 20,999 (22.5) | 20,685 (22.5) | 314 (24.5) | 4.8 | |
| Central venous catheter | 8556 (9.2) | 8419 (9.1) | 137 (10.7) | 5.2 | |
| Other/missing | 3 (0.0) | 3 (0.0) | 0 (0.0) | ||
| Dialysis vintage (months) | 0.006 | ||||
| Median [p25, p75] | 48 [26, 81] | 48 [26, 81] | 45 [24, 76] | −10.5 | |
| Target weight (kg) | 0.34 | ||||
| Mean ± SD | 80.7 ± 22.5 | 80.7 ± 22.5 | 81.3 ± 22.2 | 2.7 | |
| Etiology of ESRD, n (%) | 0.12 | ||||
| Diabetes | 41,917 (44.9) | 41,323 (44.9) | 594 (46.3) | 3.0 | |
| Hypertension | 28,576 (30.6) | 28,171 (30.6) | 405 (31.6) | 2.2 | |
| Other | 22,896 (24.5) | 22,613 (24.6) | 283 (22.1) | −5.9 | |
| Atrial fibrillation, n (%) | 105 (0.1) | 104 (0.1) | <10 | −1.1 | 0.71 |
| Diabetes, n (%) | 63,728 (68.2) | 62,804 (68.2) | 924 (72.1) | 8.5 | 0.003 |
| Congestive heart failure, n (%) | 13,507 (14.5) | 13,306 (14.4) | 201 (15.7) | 3.4 | 0.21 |
| Coronary artery disease, n (%) | 11,586 (12.4) | 11,438 (12.4) | 148 (11.5) | −2.7 | 0.35 |
| Cerebrovascular disease, n (%) | 968 (1.0) | 956 (1.0) | 12 (0.9) | −1.0 | 0.72 |
| Peripheral vascular disease, n (%) | 7588 (8.1) | 7487 (8.1) | 101 (7.9) | −0.9 | 0.74 |
| Serum albumin (g/dL) | 0.004 | ||||
| Mean ± SD | 4.0 ± 0.4 | 4.0 ± 0.4 | 3.9 ± 0.4 | −8.0 | |
| Serum calcium (mg/dL) | 0.69 | ||||
| Mean ± SD | 9.0 ± 0.7 | 9.0 ± 0.7 | 9.0 ± 0.7 | −1.1 | |
| Creatinine (mg/dL) | 0.31 | ||||
| Mean ± SD | 8.7 ± 2.9 | 8.7 ± 2.9 | 8.6 ± 2.9 | −3.0 | |
| Ferritin (ng/mL) | 0.73 | ||||
| Mean ± SD | 759.9 ± 351.8 | 759.9 ± 351.6 | 763.3 ± 366.2 | 1.0 | |
| Hemoglobin (g/dL) | 0.41 | ||||
| Mean ± SD | 10.9 ± 1.1 | 10.9 ± 1.1 | 10.9 ± 1.1 | −2.3 | |
| Serum phosphate (mg/dL) | <0.001 | ||||
| Mean ± SD | 4.98 ± 1.39 | 4.98 ± 1.39 | 5.11 ± 1.43 | 9.5 | |
| Parathyroid hormone (ng/mL) | 0.23 | ||||
| Median [p25, p75] | 335 [220, 500] | 334 [220, 499] | 338 [227, 522] | 3.9 | |
| Transferrin saturation (%) | 0.67 | ||||
| Mean ± SD | 31.2 ± 12.3 | 31.2 ± 12.3 | 31.0 ± 12.4 | −1.2 | |
| nPCR (g/kg/day) | <0.001 | ||||
| Mean ± SD | 1.04 ± 0.28 | 1.04 ± 0.28 | 1.00 ± 0.28 | −14.4 | |
| Kt/V | <0.001 | ||||
| Mean ± SD | 1.64 ± 0.27 | 1.64 ± 0.27 | 1.61 ± 0.28 | −13.9 |
Abbreviations: ESRD, end-stage renal disease; K, dialyzer clearance of urea; t, dialysis time; V, volume of distribution of urea; nPCR, normalized protein catabolic rate; p25, 25th percentile; p75, 75th percentile; SD, standard deviation.
Comparison of baseline patient characteristics by attendance status: post-match
| Variables | Overall, N = 7692 | Attended, N = 6410 | Absence, N = 1282 | Standardized difference (%) | |
|---|---|---|---|---|---|
| Age (years) | 0.76 | ||||
| Mean ± SD | 60.6 ± 14.8 | 60.6 ± 14.8 | 60.5 ± 14.5 | −0.9 | |
| Gender, n (%) | 0.62 | ||||
| Female | 3564 (46.3) | 2978 (46.5) | 586 (45.7) | −1.5 | |
| Race, n (%) | 0.99 | ||||
| White | 2646 (34.4) | 2203 (34.4) | 443 (34.6) | 0.4 | |
| Black | 3539 (46.0) | 2949 (46.0) | 590 (46.0) | 0.0 | |
| Hispanic | 1151 (15.0) | 961 (15.0) | 190 (14.8) | −0.5 | |
| Asian | 95 (1.2) | 80 (1.2) | 15 (1.2) | −0.7 | |
| Other/unknown | 261 (3.4) | 217 (3.4) | 44 (3.4) | 0.3 | |
| Vascular access, n (%) | 0.72 | ||||
| Arteriovenous fistula | 4914 (63.9) | 4083 (63.7) | 831 (64.8) | 2.3 | |
| Arteriovenous graft | 1919 (24.9) | 1605 (25) | 314 (24.5) | −1.3 | |
| Central venous catheter | 859 (11.2) | 722 (11.3) | 137 (10.7) | −1.8 | |
| Dialysis vintage (months) | 0.97 | ||||
| Median [p25, p75] | 46 [25, 75] | 46 [25, 75] | 45 [24, 76] | −1.1 | |
| Target weight (kg) | 0.24 | ||||
| Mean ± SD | 82.0 ± 23.0 | 82.2 ± 23.2 | 81.3 ± 22.2 | −3.6 | |
| Etiology of ESRD, n (%) | 0.99 | ||||
| Diabetes | 3568 (46.4) | 2974 (46.4) | 594 (46.3) | −0.1 | |
| Hypertension | 2425 (31.5) | 2020 (31.5) | 405 (31.6) | 0.2 | |
| Other | 1699 (22.1) | 1416 (22.1) | 283 (22.1) | 0.0 | |
| Atrial fibrillation, n (%) | <10 | <10 | <10 | −1.0 | 0.75 |
| Diabetes, n (%) | 5588 (72.6) | 4664 (72.8) | 924 (72.1) | −1.5 | 0.61 |
| Congestive heart failure, n (%) | 1251 (16.3) | 1050 (16.4) | 201 (15.7) | −1.9 | 0.53 |
| Coronary artery disease, n (%) | 921 (12.0) | 773 (12.1) | 148 (11.5) | −1.6 | 0.60 |
| Cerebrovascular disease, n (%) | 80 (1.0) | 68 (1.1) | 12 (0.9) | −1.3 | 0.69 |
| Peripheral vascular disease, n (%) | 615 (8.0) | 514 (8.0) | 101 (7.9) | −0.5 | 0.87 |
| Serum albumin (g/dL) | 0.73 | ||||
| Mean ± SD | 3.9 ± 0.4 | 3.9 ± 0.4 | 3.9 ± 0.4 | −1.1 | |
| Serum calcium (mg/dL) | 0.82 | ||||
| Mean ± SD | 9.0 ± 0.7 | 9.0 ± 0.7 | 9.0 ± 0.7 | 0.7 | |
| Creatinine (mg/dL) | 0.84 | ||||
| Mean ± SD | 8.6 ± 3.0 | 8.6 ± 3.0 | 8.6 ± 2.9 | 0.6 | |
| Ferritin (ng/mL) | 0.85 | ||||
| Mean ± SD | 765.1 ± 362.3 | 765.5 ± 361.5 | 763.3 ± 366.2 | −0.6 | |
| Hemoglobin (g/dL) | 0.92 | ||||
| Mean ± SD | 10.9 ± 1.1 | 10.9 ± 1.1 | 10.9 ± 1.1 | −0.3 | |
| Serum phosphate (mg/dL) | 0.23 | ||||
| Mean ± SD | 5.1 ± 1.4 | 5.1 ± 1.4 | 5.1 ± 1.4 | 3.7 | |
| Parathyroid hormone (ng/mL) | 0.33 | ||||
| Median [p25, p75] | 335 [217, 519] | 334 [214, 518] | 338 [227, 522] | 4.2 | |
| Transferrin saturation (%) | 0.76 | ||||
| Mean ± SD | 31.1 ± 12.3 | 31.1 ± 12.3 | 31.0 ± 12.4 | −0.9 | |
| nPCR (g/kg/day) | 0.35 | ||||
| Mean ± SD | 1.0 ± 0.3 | 1.0 ± 0.3 | 1.0 ± 0.3 | −2.9 | |
| Kt/V | 0.37 | ||||
| Mean ± SD | 1.6 ± 0.3 | 1.6 ± 0.3 | 1.6 ± 0.3 | −2.7 |
Abbreviations: ESRD, end-stage renal disease; K, dialyzer clearance of urea; t, dialysis time; V, volume of distribution of urea; nPCR, normalized protein catabolic rate; p25, 25th percentile; p75, 75th percentile; SD, standard deviation.
Figure 2Rates of hospitalization and mortality by attendance status.
Notes: The crude rates (per patient-year) of hospitalization (left panel) and mortality (right panel) within 30 days of the index treatment are presented; the rate for patients who attended the treatment is presented in light gray, whereas the rate for those who were absent from the treatment (ie, did not attend and did not have a documented medical event on the day of the missed treatment) is presented in dark gray. The adjusted IRR (95% CI) referent to patients who did attend the treatment is presented at the top of each panel.
Abbreviations: CI, confidence interval; IRR, incidence rate ratio.
Hospitalizations that led to a missed treatment by CCS level 1 categories
| Cause of hospitalization | Number | Percent |
|---|---|---|
| Diseases of the circulatory system | 47,030 | 23.6 |
| Injury and poisoning | 36,390 | 18.3 |
| Diseases of the respiratory system | 23,874 | 12.0 |
| Infectious and parasitic diseases | 23,283 | 11.7 |
| Endocrine, nutritional, and metabolic diseases, and immunity disorders | 18,697 | 9.4 |
| Diseases of the digestive system | 17,525 | 8.8 |
| Symptoms and signs, and ill-defined conditions and factors influencing health status | 5057 | 2.5 |
| Diseases of the skin and subcutaneous tissue | 4929 | 2.5 |
| Diseases of the nervous system and sense organs | 4877 | 2.4 |
| Diseases of the genitourinary system | 4509 | 2.3 |
| Diseases of the musculoskeletal system and connective tissue | 4486 | 2.3 |
| Neoplasms | 3308 | 1.7 |
| Diseases of the blood and blood-forming organs | 2295 | 1.2 |
| Mental illness | 2127 | 1.1 |
| Residual codes, unclassified, all E codes [259 and 260] | 857 | 0.4 |
| Congenital anomalies | 125 | 0.1 |
| Complications of pregnancy, childbirth, and the puerperium | <10 | 0.0 |
Note:
Groupings made using CCS.1
Abbreviation: CCS, Clinical Classification Software.
Overall comparison of short-term (30-day) and long-term (180-day) secondary outcomes by attendance status
| Outcome | Attended, mean (95% CI) | Absence, mean (95% CI) | Difference, mean (95% CI) | |
|---|---|---|---|---|
| 30-Day outcomes | ||||
| Serum potassium | 4.73 (4.72, 4.75) | 4.73 (4.69, 4.77) | 0.00 (−0.04, 0.04) | 0.91 |
| Hemoglobin | 10.93 (10.90, 10.96) | 10.75 (10.69, 10.81) | −0.18 (−0.25, −0.12) | <0.001 |
| Ultrafiltration rate | 9.76 (9.59, 9.93) | 9.94 (9.12, 10.75) | 0.18 (−0.65, 1.00) | 0.68 |
| Ultrafiltration volume | 2.67 (2.64, 2.70) | 2.61 (2.52, 2.70) | −0.06 (−0.15, 0.04) | 0.26 |
| Blood pressure | 147.3 (146.8, 147.8) | 147.6 (146.4, 148.8) | 0.3 (−1.0, 1.6) | 0.68 |
| ESA administrations | 7.85 (7.74, 7.96) | 7.68 (7.43, 7.93) | −0.17 (−0.44, 0.10) | 0.22 |
| ESA dose | 4594 (4494, 4693) | 4775 (4535, 5016) | 181 (−77, 439) | 0.17 |
| ESA utilization | 3953 (3859, 4047) | 4060 (3835, 4284) | 107 (−135, 348) | 0.39 |
| 180-Day outcomes | ||||
| Serum potassium | 4.75 (4.74, 4.76) | 4.75 (4.72, 4.77) | 0.00 (−0.04, 0.03) | 0.78 |
| Hemoglobin | 10.93 (10.91, 10.96) | 10.85 (10.8, 10.9) | −0.08 (−0.14, −0.03) | 0.003 |
| Ultrafiltration rate | 9.72 (9.62, 9.83) | 10.03 (9.25, 10.81) | 0.31 (−0.48, 1.09) | 0.44 |
| Ultrafiltration volume | 2.66 (2.63, 2.69) | 2.62 (2.54, 2.7) | −0.04 (−0.12, 0.05) | 0.39 |
| Blood pressure | 147.3 (146.8, 147.8) | 147.8 (146.7, 149.0) | 0.6 (−0.7, 1.8) | 0.37 |
| ESA administrations | 45.25 (44.66, 45.83) | 42.39 (41.12, 43.67) | −2.85 (−4.25, −1.46) | <0.001 |
| ESA dose | 4583 (4495, 4672) | 4862 (4639, 5085) | 278 (39, 518) | 0.02 |
| ESA utilization | 4160 (4074, 4246) | 4429 (4212, 4646) | 269 (37, 502) | 0.02 |
Notes:
Among patients receiving ESA.
Among all patients (users and nonusers).
Abbreviations: CI, confidence interval; ESA, erythropoiesis-stimulating agent.