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. Author manuscript; available in PMC: 2020 Sep 8.
Published in final edited form as: J Am Geriatr Soc. 2019 Nov 26;68(4):699–707. doi: 10.1111/jgs.16241

Table 2.

Time-Varying Clinical Characteristics

Variable Full Sample At Index Date (N = 37 106 Residents) All-Cause Events Analysis, Assessment Level (N = 109 240 Assessments) Falls/Fractures Analysis, Assessment Level (N = 114 647 Assessments)

Entered from
 Community 7575 (20.4) 22 018 (20.2) 22 850 (19.9)
 Hospital 25 275 (68.1) 74 676 (68.4) 78 630 (68.6)
 NH or other LTC facility 4256 (11.5) 12 546 (11.5) 13 168 (11.5)
MDS assessment type
 Admission 4576 (12.3) 4576 (4.2) 4576 (4.0)
 Quarterly 24 434 (65.8) 78 051 (71.4) 81 972 (71.5)
 Annual 6001 (16.2) 19 598 (17.9) 20 575 (17.9)
 Significant change in status 2095 (5.6) 7015 (6.4) 7525 (6.6)
Charlson Comorbidity Index
 0–1 6054 (16.3) 17 095 (15.6) 17 639 (15.4)
 2–3 9162 (24.7) 28 203 (25.8) 29 371 (25.6)
 4–5 8702 (23.5) 26 667 (24.4) 27 994 (24.4)
 ≥6 13 188 (35.5) 37 275 (34.1) 39 644 (34.6)
Makes self understood
 Understood 14 721 (39.7) 41 022 (37.6) 42 987 (37.5)
 Usually understood 9961 (26.8) 29 437 (26.9) 30 859 (26.9)
 Sometimes understood 8084 (21.8) 24 000 (22.0) 25 148 (21.9)
 Rarely/never understood 4340 (11.7) 14 781 (13.5) 15 654 (13.7)
PHQ 9 score, mean (SD) 2.22 (3.40) 2.16 (3.39) 2.16 (3.40)
Aggressive behavior scale score, mean (SD) 0.56 (1.34) 0.53 (1.29) 0.53 (1.29)
Activities of daily living score
 1–7 2849 (7.7) 7968 (7.3) 8359 (7.3)
 8–14 6033 (16.3) 16 502 (15.1) 17 268 (15.1)
 15–21 19 426 (52.4) 56 793 (52.0) 59 437 (51.8)
 22–28 8798 (23.7) 27 977 (25.6) 29 584 (25.8)
Urinary incontinence
 Continent 3954 (10.7) 10 220 (9.4) 10 720 (9.4)
 Occasionally incontinent 5439 (14.7) 14 420 (13.2) 15 114 (13.2)
 Frequently incontinent 12 281 (33.1) 35 465 (32.5) 37 093 (32.4)
 Always incontinent 14 644 (39.5) 47 338 (43.3) 49 734 (43.4)
 Indwelling catheter 788 (2.1) 1797 (1.6) 1987 (1.7)
Cancer 1555 (4.2) 4462 (4.1) 4677 (4.1)
Heart failure 5809 (15.7) 16 697 (15.3) 17 584 (15.3)
End-stage renal disease 3419 (9.2) 9960 (9.1) 10 537 (9.2)
Short of breath 2469 (6.7) 6922 (6.3) 7353 (6.4)
Poor appetite 4946 (13.3) 14 490 (13.3) 15 276 (13.3)
Weight loss 2389 (6.4) 6952 (6.4) 7416 (6.5)
Swallowing difficulty 1247 (3.4) 3790 (3.5) 3999 (3.5)
Mechanically altered diet 20 311 (54.7) 56 341 (51.6) 59 107 (51.6)
IV/parenteral nutrition or feeding tube 1262 (3.4) 2961 (2.7) 3463 (3.0)
Hospice or limited prognosis 1875 (5.1) 6777 (6.2) 7278 (6.3)
Hospitalizations/ED visits (90 d prior to index)
 None 27 980 (75.4)
 Cause specific (fall, fracture, or syncope) 3150 (8.5)
 Other cause 5976 (16.1)
AChEI at index date
 Donepezil 28 877 (77.8) 84 455 (77.3) 88 587 (77.3)
 Donepezil/memantine 832 (2.2) 2485 (2.3) 2564 (2.2)
 Galantamine 483 (1.3) 1927 (1.8) 2044 (1.8)
 Rivastigmine (oral) 5403 (14.6) 15 825 (14.5) 16 653 (14.5)
 Rivastigmine (transdermal) 1511 (4.1) 4548 (4.2) 4800 (4.2)
Memantine use 15 199 (41.0) 44 342 (40.6) 46 535 (40.6)
Benzodiazepine and/or Z drug 5442 (14.7) 14 846 (13.6) 15 706 (13.7)
Antipsychotic use 9003 (24.3) 23 999 (22.0) 25 226 (22.0)
Antidepressant use 21 071 (56.8) 60 832 (55.7) 63 791 (55.6)
Highly anticholinergic drugs (AGS Beers Criteria®) 5519 (14.9) 14 776 (13.5) 15 524 (13.5)
Total no. of medications, mean (SD) 5.9 (3.1) 5.7 (3.1) 5.7 (3.1)

Note: Data are given as number (percentage), unless otherwise indicated.

Abbreviations: AChEI, acetylcholinesterase inhibitor; ED, emergency department; IV, intravenous; LTC, long-term care; MDS, Minimum Data Set; NH, nursing home; PHQ, Patient Health Questionnaire.