Skip to main content

Table 1 Selected baseline characteristics in the development and validation cohorts

From: Do functional status and Medicare claims data improve the predictive accuracy of an electronic health record mortality index? Findings from a national Veterans Affairs cohort

Characteristic

Development cohort (n = 49,612)

Validation cohort (n = 12,402)

Demographics

 Age in years, mean (SD)

82.6 (4.8)

82.5 (4.8)

 Male

48,918 (98.6%)

12,204 (98.4%)

Vital Signs

 BMI ≥30

9278 (18.7%)

2332 (18.8%)

 SBP ≥140 mmHg

14,877 (30.0%)

3793 (30.6%)

Medications

 Lipid lowering agents

27,138 (54.7%)

6797 (54.8%)

 ACE inhibitors

12,552 (25.3%)

3200 (25.8%)

 Beta blockers

17,563 (35.4%)

4304 (34.7%)

 Oral hypoglycemics

7343 (14.8%)

1861 (15.0%)

Chronic Conditions

 Hypertension

37,927 (76.5%)

9507 (76.7%)

 Hyperlipidemia

35,420 (71.4%)

8872 (71.5%)

 Diabetes mellitus

17,736 (35.8%)

4360 (35.2%)

 Congestive heart failure

6046 (12.2%)

1430 (11.5%)

 Dementia

4616 (9.3%)

1167 (9.4%)

VA utilization

 Emergency department visits

  0

43,986 (88.7%)

10,982 (88.6%)

  1

3134 (6.3%)

787 (6.4%)

   > 1

2492 (5.0%)

633 (5.1%)

 Hospitalizations

  0

47,174 (95.1%)

11,758 (94.8%)

  1

1794 (3.6%)

473 (3.8%)

   > 1

644 (1.3%)

171 (1.4%)

Functional scores, median (IQR)

 ADL score (range, 0-5)

0 (0-0)

0 (0-0)

 IADL score (range, 0-7)

0 (0-1)

0 (0-1)

Medicare linkage available

20,058 (40.4%)

5045 (40.7%)

Medicare utilization

 Emergency department visits

  0

39,643 (79.9%)

9938 (80.1%)

  1

5870 (11.8%)

1504 (12.1%)

   > 1

4099 (8.3%)

960 (7.7%)

 Hospitalizations

  0

44,236 (89.2%)

11,120 (89.7%)

  1

3749 (7.6%)

899 (7.2%)

   > 1

1627 (3.3%)

393 (3.2%)

Mortality at follow-up

 Year 1

3969 (8.0%)

993 (8.0%)

 Year 2

8137 (16.4%)

2021 (16.3%)

 Year 3

12,503 (25.2%)

3101 (25.0%)

 Year 4

16,720 (33.7%)

4155 (33.5%)

 Year 5

20,738 (41.8%)

5185 (41.8%)

  1. Abbreviations: ACE Angiotensin converting enzyme, ADL Activities of daily living, BMI Body mass index, IADL Instrumental activities of daily living, IQR Interquartile range, SBP Systolic blood pressure, SD Standard deviation, VA Veterans Affairs