| Literature DB >> 33305209 |
Robert J H Miller1, Alexandra Bell1, Sandeep Aggarwal1, James Eisner2, Jonathan G Howlett1.
Abstract
BACKGROUND: Quality improvement initiatives improve health care delivery but may be resource intensive and disrupt clinical care. An embedded heart failure order set (HFOS) within a computerized physician order-entry system may mitigate these concerns.Entities:
Year: 2020 PMID: 33305209 PMCID: PMC7710943 DOI: 10.1016/j.cjco.2020.06.009
Source DB: PubMed Journal: CJC Open ISSN: 2589-790X
Baseline demographic and clinical characteristics
| Characteristic | Order set (n = 731) | No order set (n = 8238) | |
|---|---|---|---|
| Age (y) | 74.5 ± 13.5 | 75.6 ± 13.5 | 0.015 |
| Male | 395 (54.0) | 4278 (51.9) | 0.280 |
| Cardiologist attending/consulting | 569 (77.8) | 5623 (68.3) | < 0.001 |
| Past medical history | |||
| Coronary artery disease | 146 (20.0) | 1574 (19.1) | 0.557 |
| Atrial fibrillation | 251 (34.3) | 2715 (33) | 0.460 |
| Hypertension | 372 (50.9) | 4249 (51.6) | 0.728 |
| Diabetes mellitus | 251 (34.3) | 2593 (31.5) | 0.115 |
| Peripheral vascular disease | 10 (1.4) | 184 (2.2) | 0.213 |
| Cerebrovascular disease | 10 (1.4) | 260 (3.2) | 0.004 |
| Chronic kidney disease | 114 (15.6) | 1290 (15.7) | 1.000 |
| COPD | 102 (14.0) | 1660 (20.2) | < 0.001 |
| Liver disease | 79 (10.8) | 964 (11.7) | 0.508 |
| Malignancy | 29 (4.0) | 578 (7.0) | 0.001 |
| Dementia | 18 (3.7) | 517 (8.7) | < 0.001 |
| Charlson Comorbidity Index | 4.7 ± 1.6 | 5.0 ± 1.6 | < 0.001 |
| Charlson Comorbidity Index, median (IQR) | 5 (4–6) | 5 (4–6) | < 0.001 |
| Systolic BP (mm Hg) | 126.7 ± 21 | 126.4 ± 21.5 | 0.704 |
| Heart rate (bpm) | 82.4 ± 19.4 | 82.4 ± 18.8 | 0.156 |
| Creatinine (µmol/L) | 125 ± 83 | 130 ± 116 | 0.279 |
| Sodium (mmol/L) | 137 ± 5 | 136 ± 5 | 0.036 |
| Hemoglobin (g/L) | 123 ± 21 | 120 ± 22 | < 0.001 |
| WBC (×109/L) | 8.8 ± 3.7 | 10.5 ± 14.5 | 0.002 |
| Admission medications | |||
| Beta-blocker | 566 (77.4) | 5073 (61.6) | < 0.001 |
| ACE inhibitor/ARB | 579 (79.2) | 4946 (60.0) | < 0.001 |
Values are n (%) or mean ± standard deviation, unless otherwise indicated. Daily weights expressed as a percentage of available days in the hospital, including day of discharge. ACE, angiotensin-converting enzyme; ARB, angiotensin receptor blocker; BP, blood pressure; bpm, beats per minute; COPD, chronic obstructive pulmonary disease; WBC, white blood cell.
Population characteristics in matched cohort
| Characteristic | Order set (n = 724) | No order set (n = 724) | Standardized difference |
|---|---|---|---|
| Age (y) | 74.6 ± 13.5 | 74.6 ± 13.6 | –0.001 |
| Male | 391 (54.0) | 387 (53.5) | –0.011 |
| Cardiologist attending/consulting | 562 (77.6) | 555 (76.7) | –0.023 |
| Past medical history | |||
| Coronary artery disease | 143 (19.8) | 134 (18.5) | –0.032 |
| Atrial fibrillation | 248 (34.3) | 252 (34.8) | 0.012 |
| Hypertension | 366 (50.6) | 375 (51.8) | 0.025 |
| Diabetes mellitus | 248 (34.3) | 234 (32.3) | –0.041 |
| Peripheral vascular disease | 10 (1.4) | 7 (1) | –0.038 |
| Cerebrovascular disease | 10 (1.4) | 12 (1.7) | 0.023 |
| Chronic kidney disease | 114 (15.8) | 114 (15.8) | 0.000 |
| COPD | 102 (14.1) | 102 (14.1) | 0.000 |
| Liver disease | 79 (10.9) | 79 (10.9) | 0.000 |
| Malignancy | 29 (4) | 26 (3.6) | –0.022 |
| Dementia | 25 (3.5) | 23 (3.2) | –0.015 |
| Charlson Comorbidity Index | 4.7 ± 1.6 | 4.7 ± 1.6 | –0.010 |
| Systolic BP (mm Hg) | 126.7 ± 21 | 126.3 ± 20.8 | –0.019 |
| Heart rate (bpm) | 82 ± 19 | 83 ± 19 | 0.025 |
| Creatinine (µmol/L) | 126 ± 83 | 127 ± 116 | 0.009 |
| Sodium (mmol/L) | 137 ± 5 | 137 ± 4 | –0.033 |
| Hemoglobin (g/L) | 123.2 ± 20.7 | 122.7 ± 21.5 | –0.021 |
| WBC (×109/L) | 8.8 ± 3.6 | 8.7 ± 3.5 | –0.020 |
| Admission medications | |||
| Beta-blocker | 563 (77.8) | 562 (77.6) | –0.003 |
| ACE inhibitor/ARB | 573 (79.1) | 576 (79.6) | 0.010 |
Values are n (%) or mean ± standard deviation. Daily weights expressed as a percentage of available days in the hospital, including day of discharge. ACE, angiotensin-converting enzyme; ARB, angiotensin receptor blocker; BP, blood pressure; bpm, beats per minute; COPD, chronic obstructive pulmonary disease; WBC, white blood cell.
Figure 1Summary of inpatient management in overall and propensity-score matched cohorts. In the overall cohort, there were treatment differences between patients managed with vs without the order set. These differences persisted in the propensity-score matched cohort, with the exception of discharge medication prescriptions. EF, ejection fraction; HF, heart failure; ACE, angiotensin-converting enzyme; ARB, angiotensin receptor blocker.
Clinical outcomes for patients managed with vs without the HF order set
| Overall | Order set used (n = 731) | No order set (n = 8238) | |
| Hospital LOS (d) | 13.6 ± 18.0 | 19.1 ± 32.6 | < 0.001 |
| Hospital LOS (d), median | 8.4 | 10.0 | < 0.001 |
| 30-day readmissions for HF | 74 (10.6) | 693 (9.5) | 0.312 |
| 30-day all-cause mortality | 33 (4.5) | 901 (10.9) | < 0.001 |
| 30-day readmission for HF or all-cause mortality | 107 (14.6) | 1594 (19.4) | 0.002 |
Values are n (%) or mean ± standard deviation, unless otherwise indicated. All-cause mortality includes both in-hospital and postdischarge mortality.
HF, heart failure; LOS, length of stay.
Calculated using survivors at hospital discharge,
Figure 2Association between heart failure order set use and clinical outcomes. In the limited propensity-score matched cohort, patients with a > 30-day length of stay were excluded. CI, confidence interval.