| Literature DB >> 31799369 |
Martin Cloutier1, Marjolaine Gauthier-Loiselle1, Patrick Gagnon-Sanschagrin1, Annie Guerin1, Ann Hartry2, Ross A Baker3, Ruth Duffy3, Keva Gwin2, Myrlene Sanon Aigbogun3.
Abstract
INTRODUCTION: Agitation in individuals with Alzheimer's disease (AD) may predict institutionalization. This study assessed the incremental risk and costs associated with agitation in individuals with AD.Entities:
Keywords: Agitation; Alzheimer's disease; Costs; Institutionalization; Long-term care; Nursing home
Year: 2019 PMID: 31799369 PMCID: PMC6881649 DOI: 10.1016/j.trci.2019.10.004
Source DB: PubMed Journal: Alzheimers Dement (N Y) ISSN: 2352-8737
Fig. 1Study design.
Fig. 2Sample selection—NACC-UDS database.
Individual characteristics (original and balanced cohort)—NACC-UDS database
| Characteristics | Agitation cohort | Original cohort | Balanced cohort | ||
|---|---|---|---|---|---|
| Agitation-free cohort | Standardized difference | Agitation-free cohort | Standardized difference | ||
| N = 4745 | N = 4745 | ||||
| Age, mean ± SD [median] | 75.9 ± 9.9 [77.0] | 76.1 ± 10.0 [77.0] | 0.020 | 75.9 ± 9.9 [77.0] | 0.000 |
| Female, N (%) | 3515 (53.2%) | 2704 (57.0%) | 0.080 | 2526 (53.2%) | 0.000 |
| Race, N (%) | |||||
| Asian | 132 (2.0%) | 84 (1.8%) | 0.020 | 95 (2.0%) | 0.000 |
| Black | 732 (11.1%) | 412 (8.7%) | 0.080 | 526 (11.1%) | 0.000 |
| White | 5304 (80.3%) | 4019 (84.7%) | 0.120 | 3812 (80.3%) | 0.000 |
| Other | 257 (3.9%) | 130 (2.7%) | 0.060 | 185 (3.9%) | 0.000 |
| Unknown | 178 (2.7%) | 100 (2.1%) | 0.040 | 128 (2.7%) | 0.000 |
| Ethnicity, N (%) | |||||
| Hispanic | 700 (10.6%) | 388 (8.2%) | 0.080 | 503 (10.6%) | 0.000 |
| Non-Hispanic | 5891 (89.2%) | 4341 (91.5%) | 0.080 | 4233 (89.2%) | 0.000 |
| Unknown | 12 (0.2%) | 16 (0.3%) | 0.030 | 9 (0.2%) | 0.000 |
| Education level | |||||
| Less than high school | 863 (13.1%) | 523 (11.0%) | 0.060 | 620 (13.1%) | 0.000 |
| High school degree | 1546 (23.4%) | 1105 (23.3%) | 0.000 | 1111 (23.4%) | 0.000 |
| Some college | 1108 (16.8%) | 818 (17.2%) | 0.010 | 796 (16.8%) | 0.000 |
| University degree | 3036 (46.0%) | 2274 (47.9%) | 0.040 | 2182 (46.0%) | 0.000 |
| Unknown | 50 (0.8%) | 25 (0.5%) | 0.030 | 36 (0.8%) | 0.000 |
| Primary language, N (%) | |||||
| English | 5914 (89.6%) | 4294 (90.5%) | 0.030 | 4250 (89.6%) | 0.000 |
| Spanish | 536 (8.1%) | 315 (6.6%) | 0.060 | 385 (8.1%) | 0.000 |
| Other | 149 (2.3%) | 131 (2.8%) | 0.030 | 107 (2.3%) | 0.000 |
| Unknown | 4 (0.1%) | 5 (0.1%) | 0.020 | 3 (0.1%) | 0.000 |
| Marital status, N (%) | |||||
| Married | 4258 (64.5%) | 3017 (63.6%) | 0.020 | 3060 (64.5%) | 0.000 |
| Widowed | 1461 (22.1%) | 1089 (23.0%) | 0.020 | 1050 (22.1%) | 0.000 |
| Divorced | 524 (7.9%) | 381 (8.0%) | 0.000 | 377 (7.9%) | 0.000 |
| Separated | 59 (0.9%) | 42 (0.9%) | 0.000 | 42 (0.9%) | 0.000 |
| Never married | 213 (3.2%) | 130 (2.7%) | 0.030 | 153 (3.2%) | 0.000 |
| Living as married/domestic partner | 72 (1.1%) | 63 (1.3%) | 0.020 | 52 (1.1%) | 0.000 |
| Unknown | 16 (0.2%) | 23 (0.5%) | 0.040 | 11 (0.2%) | 0.000 |
| Blood pressure (sitting) | |||||
| Systolic, mean ± SD [median] | 127.9 ± 34.1 [131.0] | 125.9 ± 38.3 [131.0] | 127.9 ± 34.1 [131.0] | 0.000 | |
| Diastolic, mean ± SD [median] | 70.8 ± 18.9 [73.0] | 69.5 ± 21.2 [72.0] | 0.190 | 70.8 ± 18.9 [73.0] | 0.000 |
| Resting heart rate (pulse), mean ± SD [median] | 65.1 ± 18.4 [67.0] | 63.1 ± 20.4 [66.0] | 65.1 ± 18.4 [66.0] | 0.000 | |
| Comorbidities, N (%) | |||||
| Hypertension | 3821 (57.9%) | 2607 (54.9%) | 0.060 | 2675 (56.4%) | 0.030 |
| Hypercholesterolemia | 3760 (56.9%) | 2546 (53.7%) | 0.070 | 2576 (54.3%) | 0.050 |
| Depression in the last 2 years | 3175 (48.1%) | 1671 (35.2%) | 2282 (48.1%) | 0.000 | |
| Incontinence—urinary | 2148 (32.5%) | 1093 (23.0%) | 1428 (30.1%) | 0.050 | |
| Cardiovascular disease | 2019 (30.6%) | 1417 (29.9%) | 0.020 | 1433 (30.2%) | 0.010 |
| Clinical and cognitive assessment | |||||
| Mini–Mental State Examination, Mean ± SD [Median] | 18.4 ± 7.7 [20.0] | 20.5 ± 6.5 [22.0] | 18.0 ± 7.4 [19.0] | 0.050 | |
| Individuals with missing values, N (%) | 570 (8.6%) | 744 (15.7%) | 486 (10.2%) | 0.050 | |
| Clinical Dementia Rating scale, Mean ± SD [Median] | 8.4 ± 5.2 [7.0] | 6.0 ± 4.3 [5.0] | 8.4 ± 5.2 [7.0] | 0.000 | |
| Individuals with missing values, N (%) | 0 (0.0%) | 0 (0.0%) | 0.000 | 0 (0.0%) | 0.000 |
| Functional Activities Questionnaire, Mean ± SD [median] | 19.2 ± 9.2 [21.0] | 14.5 ± 9.4 [14.0] | 18.7 ± 9.3 [20.0] | 0.060 | |
| Individuals with missing values, N (%) | 41 (0.6%) | 57 (1.2%) | 0.060 | 29 (0.6%) | 0.000 |
| Geriatric Depression Scale, mean ± SD [median] | 2.6 ± 2.8 [2.0] | 2.4 ± 2.6 [2.0] | 0.080 | 2.6 ± 2.8 [2.0] | 0.000 |
| Individuals with missing values, N (%) | 628 (9.5%) | 333 (7.0%) | 0.090 | 451 (9.5%) | 0.000 |
| Modified Hachinski Ischemia Scale, mean ± SD [median] | 1.1 ± 1.5 [1.0] | 1.1 ± 1.5 [1.0] | 0.030 | 1.1 ± 1.5 [1.0] | 0.000 |
| Individuals with missing values, N (%) | 422 (6.4%) | 651 (13.7%) | 303 (6.4%) | 0.000 | |
| Any medication use, N (%) | 6341 (96.0%) | 4539 (95.7%) | 0.020 | 4528 (95.4%) | 0.030 |
| FDA-approved medication for AD symptoms | 4542 (68.8%) | 3007 (63.4%) | 0.110 | 3196 (67.4%) | 0.030 |
| Antihypertensive or blood pressure medication | 3591 (54.4%) | 2573 (54.2%) | 0.000 | 2554 (53.8%) | 0.010 |
| Lipid-lowering medication | 2761 (41.8%) | 2045 (43.1%) | 0.030 | 1998 (42.1%) | 0.010 |
| Antidepressant | 2919 (44.2%) | 1646 (34.7%) | 0.200 | 1940 (40.9%) | 0.070 |
| Anticoagulant or antiplatelet agent | 2590 (39.2%) | 1824 (38.4%) | 0.020 | 1782 (37.6%) | 0.030 |
| Nonsteroidal anti-inflammatory medication | 2480 (37.6%) | 1679 (35.4%) | 0.050 | 1639 (34.6%) | 0.060 |
| Beta-adrenergic blocking agent (beta-blocker) | 1362 (20.6%) | 977 (20.6%) | 0.000 | 943 (19.9%) | 0.020 |
| Angiotensin converting enzyme inhibitor | 1241 (18.8%) | 874 (18.4%) | 0.010 | 880 (18.5%) | 0.010 |
| Diuretic | 954 (14.4%) | 718 (15.1%) | 0.020 | 711 (15.0%) | 0.010 |
| Calcium channel blocking agent | 985 (14.9%) | 710 (15.0%) | 0.000 | 701 (14.8%) | 0.000 |
| Anxiolytic, sedative, or hypnotic agent | 856 (13.0%) | 443 (9.3%) | 0.120 | 453 (9.5%) | 0.110 |
| Antipsychotic agent | 870 (13.2%) | 195 (4.1%) | 316 (6.7%) | ||
| Diabetes medication | 729 (11.0%) | 439 (9.3%) | 0.060 | 472 (9.9%) | 0.040 |
NOTE. Bold face indicate that the standardized difference is greater than 0.20.
Abbreviations: AD, Alzheimer's disease; FDA, Food and Drug Administration; NACC-UDS, National Alzheimer's Coordinating Center Uniform Data Set; SD, standard deviation.
Individual characteristics were measured as of the index date. In the situation where specific information was not available as of the index date, the most recent visit with complete information prior to the index date was used.
Other race was defined as American Indian/Alaskan, Hawaiian/other place of origin, more than one race.
Less than high school was defined as less than 12 years of education, high school degree was defined as 12 years of education, some college was defined as 13 to 15 years of education, and university degree was defined as 16 or more years of education.
Other primary language was defined as Mandarin, Cantonese, Russian, Japanese, and other specified primary language.
Fig. 3Odds of institutionalization associated with agitation in individuals with Alzheimer's disease (balanced cohorts)—NACC-UDS database.
Incremental costs of institutionalization associated with agitation in individuals with Alzheimer's disease—NACC-UDS database
| Components | Label | Estimate |
|---|---|---|
| Incremental costs of institutionalization associated with agitation in individuals with AD | ||
| Excess number of individuals with AD in institutionalized settings associated with agitation | [A] | 85,089 |
| Average annual incremental costs of institutionalization per individual with AD | [B] | $50,588 |
| Total excess costs of institutionalization associated with agitation in individuals with AD | [C] | $4,304,468,479 |
| Total costs of institutionalization in individuals with AD | ||
| Total number of individuals with AD in institutionalized settings | [D] | 1,021,068 |
| Average annual costs per individual with AD in institutionalized settings | [E] | $82,331 |
| Total absolute costs of institutionalization in individuals with AD | [F] | $84,065,869,488 |
| Total excess costs of institutionalization/total absolute costs of institutionalization | [G] | 5.1% |
Calculations:
[C] = [A] x [B]
[F] = [D] x [E]
[G] = [C]/[F]
Abbreviations: AD, Alzheimer's disease; NACC-UDS, National Alzheimer's Coordinating Center Uniform Data Set.
Combined results from the literature, public databases, and results from the present study. Costs are presented in 2018 United States dollars.
Excess number of individuals with AD in institutionalized settings associated with agitation is based on a 50% prevalence of agitation in institutionalized individuals with AD [10], total number of individuals with AD in institutionalized and noninstitutionalized settings [23].
Average annual incremental costs of institutionalization per individual with AD is based on the average annual costs per individual with AD in institutionalized settings [27] and the average annual costs per individual with AD in noninstitutionalized settings [1,[24], [25], [26]].
Based on Long-Term Care Providers and Services Users in the United States: Data From the National Study of Long-Term Care Providers, there were 1,021,068 individuals with AD in institutionalized settings (nursing home n = 690,329; assisted living facility n = 330,739) [23].
The average annual costs per individual with AD in institutionalized settings is based on a an average annual costs of $94,637 per individual with AD in nursing homes and $56,646 per individual with AD in assisted living facilities. These costs were derived from the Market Survey of Long-Term Care Costs [27].