| Literature DB >> 31185786 |
Brian J Stamm1, James F Burke2,3, Chun Chieh Lin2, Rory J Price2, Lesli E Skolarus2.
Abstract
Objectives: We sought to determine the relative contributions of stroke, dementia, and their combination to disability and racial differences in disability among community-dwelling older adults.Entities:
Keywords: dementia; disability; elderly; race; stroke
Mesh:
Year: 2019 PMID: 31185786 PMCID: PMC6563403 DOI: 10.1177/2150132719852507
Source DB: PubMed Journal: J Prim Care Community Health ISSN: 2150-1319
Figure 1.Overview of analyses.
Nonresponse Percentage of Missing Cases for Each Variable.
| Variables | N (weighted %) |
|---|---|
| ADL | 7 (0.094) |
| Eating | 1 (0.03) |
| Bathing | 0 (0) |
| Toileting | 6 (0.084) |
| Dressing | 0 (0) |
| Getting out of bed | 3 (0.058) |
| Getting around inside house | 2 (0.047) |
| Getting outside one’s house | 0 (0) |
| IADL | 0 (0) |
| Laundry | 0 (0) |
| Shopping | 0 (0) |
| Preparing meals | 0 (0) |
| Bank | 0 (0) |
| Medication | 0 (0) |
| Participation restrictions | 11 (0.16) |
| Visit family/friend | 7 (0.1) |
| Religious services | 5 (0.083) |
| Participate in club/class | 4 (0.061) |
| Fun outside | 6 (0.088) |
| Well-being index | 491 (5.26) |
| Caregiving quantity | 27 (0.37) |
| Marital status | 7 (0.06) |
| Comorbidity | |
| Myocardial infarction | 7 (0.12) |
| Coronary artery disease | 15 (0.22) |
| Hypertension | 10 (0.17) |
| Arthritis | 16 (0.25) |
| Osteoporosis | 24 (0.32) |
| Diabetes | 2 (0.0079) |
| Lung disease | 5 (0.12) |
| Cancer | 3 (0.047) |
| Depression (PHQ-2 ≥3) | 6 (0.068) |
| Anxiety (GAD-2 ≥3) | 8 (0.099) |
| Education | 9 (0.27) |
Abbreviations: ADL, activities of daily living; IADL, instrumental activities of daily living; PHQ-2, Patient Health Questionnaire–2; GAD-2, Generalized Anxiety Disorder–2.
Sociodemographic Factors, Comorbidities, and Stroke and Dementia Status by Race.
| Covariate | Total (Survey-Weighted n = 31 296 131), % | White (Survey-Weighted n = 28 433 188), % | Black (Survey-Weighted n = 2 862 942), % |
|
|---|---|---|---|---|
| Demographics | ||||
| Age, y | <.01 | |||
| 65-69 | 27.8 | 27.7 | 29.5 | |
| 70-74 | 24.8 | 24.4 | 28.4 | |
| 75-79 | 19.0 | 19.1 | 17.7 | |
| 80-84 | 14.8 | 15.0 | 13.6 | |
| 85-89 | 9.2 | 9.4 | 7.1 | |
| 90+ | 4.5 | 4.5 | 3.7 | |
| Female | 56.7 | 56.3 | 60.2 | .02 |
| Socioeconomic status | ||||
| Marital STATUS | ||||
| Married | 57.2 | 59.1 | 38.3 | <.01 |
| Not married | 42.8 | 40.9 | 61.4 | |
| Unknown | 0.05 | 0.03 | 0.3 | |
| Education | <.01 | |||
| Less than high school | 18.5 | 16.4 | 39.2 | |
| High school graduate | 28.7 | 29.0 | 25.1 | |
| College graduate | 52.6 | 54.3 | 35.3 | |
| Missing | 0.3 | 0.3 | 0.4 | |
| Income | <.01 | |||
| Less than $13 000 | 18.5 | 16.5 | 29.0 | |
| $13 001-$24 000 | 19.8 | 19.5 | 22.5 | |
| $24 001-$40 000 | 22.0 | 22.3 | 18.9 | |
| $40 000-$68 000 | 18.3 | 17.9 | 11.8 | |
| $68 001+ | 21.4 | 22.8 | 7.7 | |
| Comorbidity count, 0-10, Mean (SD) | 2.6 (1.7) | 2.6 (1.5) | 2.8 (2.6) | <.01 |
| Myocardial infarction | 14.2 | 14.3 | 13.1 | .30 |
| Coronary artery disease | 18.0 | 18.2 | 15.6 | .03 |
| Hypertension | 63.6 | 62.0 | 79.8 | <.01 |
| Arthritis | 54.1 | 53.9 | 55.9 | .16 |
| Osteoporosis | 20.8 | 21.5 | 13.9 | <.01 |
| Diabetes | 22.8 | 21.4 | 37.0 | <.01 |
| Lung disease | 15.5 | 15.6 | 14.9 | .53 |
| Cancer | 27.3 | 28.2 | 18.0 | <.01 |
| Depression[ | 13.7 | 13.1 | 19.4 | <.01 |
| Anxiety[ | 11.9 | 11.6 | 14.5 | .01 |
| Stroke | 10.1 | 9.8 | 12.5 | <.01 |
| Dementia | 9.1 | 8.4 | 15.3 | <.01 |
| Stroke and Dementia | <.01 | |||
| No stroke and no dementia | 83.1 | 83.7 | 76.2 | |
| Stroke but no dementia | 7.9 | 7.8 | 8.5 | |
| No stroke but dementia | 6.9 | 6.4 | 11.4 | |
| Stroke and dementia | 2.2 | 2.0 | 3.9 |
0.068% missing (unweighted N = 6).
0.099% missing (unweighted N = 8).
Figure 2.Marginal effects of stroke and dementia on disability.
Description: Predicted number of activities of daily living (ADL) limitations in the overall National Health and Aging Trends Study (NHATS) cohort.
Predicted Primary and Secondary Outcomes by Race (Black vs White) (Unweighted N = 6848, Sample-Weighted N = 31 296 131).
|
|
|
|
|
|
| |||||
|---|---|---|---|---|---|---|---|---|---|---|
| AME[ |
| AME |
| AME |
| AME |
| AME |
| |
|
| 0.27 (0.19-0.36) | <.01 | 0.18 (0.1-0.26) | <.01 | 0.17 (0.09-0.25) | <.01 | 0.091 (0.02-0.17) | .02 | 0.095 (0.02-0.17) | .01 |
| | 33.33 (30.79-35.87) | 37.04 (34.53-35.75) | 66.30 (63.81-65.03) | 64.81 (62.37-63.56) | ||||||
|
| 3.70 (2.98-4.43) | 29.26 (28.53-29.99) | −1.48 (−2.21 to −0.76) | |||||||
|
| 0.41 (0.31-0.51) | <.01 | 0.26 (0.17-0.35) | <.01 | 0.25 (0.16-0.34) | <.01 | 0.17 (0.08-0.25) | <.01 | 0.17 (0.09-0.26) | <.01 |
| | 36.59 (34.82-38.35) | 39.02 (37.26-40.79) | 58.54 (56.78-60.30) | 58.54 (56.78-60.29) | ||||||
| | 2.44 (1.94-2.94) | 19.51 (19.02-20.01) | 0 (−0.5 to 0.5) | |||||||
|
| 0.082 (0.032-0.13) | <.01 | 0.03 (−0.01 to 0.07) | .18 | 0.03 (−0.01 to 0.07) | .18 | 0.02 (−0.02 to 0.06) | .35 | 0.02 (−0.02 to 0.06) | .37 |
|
| −0.077 (−0.35 to 0.19) | .57 | 0.45 (0.18-0.72) | <.01 | 0.45 (0.18-0.72) | <.01 | 0.48 (0.22-0.75) | <.01 | 0.48 (0.22-0.75) | <.01 |
| Coef.[ |
| Coef. |
| Coef. |
| Coef. |
| Coef. |
| |
|
| 4.37 (1.12-7.62) | <.01 | 5.65 (2.54-8.75) | <.01 | 5.55 (2.45-8.65) | <.01 | 4.30 (1.08-7.52) | .01 | 4.28 (1.05-7.5) | .01 |
Abbreviations: AME, average marginal effects; ADL, activities of daily living; IADL, instrumental activities of daily living; Coef., coefficient; h/wk, hours per week.
Unadjusted: no adjustment for covariates.
Sociodemographic/Comorbidities: adjusted for age, sex, marital status, education, income, and comorbidity score.
Stroke: adjusted for age, sex, marital status, education, income, comorbidity score, and stroke.
Dementia: adjusted for age, sex, marital status, education, income, comorbidity score, stroke, and dementia.
Stroke/Dementia: adjusted for age, sex, marital status, education, income, comorbidity score, stroke, dementia, and interaction term of stroke and dementia.
Values are average marginal effects (black vs white).
Unweighted N = 6841, survey-weighted N = 31 266 588.
Unweighted N = 6837, survey-weighted N = 31 246 328.
Unweighted N = 6357, survey-weighted N = 29 650 216.
Values are regression coefficients (black vs white).
Unweighted N = 6821, survey-weighted N = 31 181 149.
Figure 3.Marginal differences in disability by race (black vs white).
Description: Race differences (blacks vs whites) in the predicted number of activities of daily living (ADL) limitations in those with no stroke or dementia, stroke, dementia, and stroke + dementia.
Predicted Primary and Secondary Outcomes by Race (Black Versus White) (Unweighted N = 6848, survey-weighted N = 31 296 131) Adjusting for Individual Comorbid Conditions (Except in Unadjusted Model).
|
|
|
|
|
|
| |||||
|---|---|---|---|---|---|---|---|---|---|---|
| AME[ |
| AME |
| AME |
| AME |
| AME |
| |
|
| 0.27 (0.19-0.36) | <.01 | 0.16 (0.07-0.25) | <.01 | 0.17 (0.08-0.25) | <.01 | 0.087 (0.01-0.17) | .04 | 0.091 (0.01-0.17) | .02 |
|
| 0.41 (0.31-0.51) | <.01 | 0.24 (0.15-0.34) | <.01 | 0.25 (0.16-0.34) | <.01 | 0.16 (0.08-0.25) | <.01 | 0.17 (0.08-0.25) | <.01 |
|
| 0.082 (0.032-0.13) | <.01 | 0.04 (−0.01 to 0.08) | .12 | 0.04 (−0.01 to 0.08) | .11 | 0.03 (−0.02 to 0.08) | .20 | 0.03 (−0.02 to 0.07) | .21 |
|
| −0.077 (−0.35 to 0.19) | .57 | 0.43 (0.17-0.69) | <.01 | 0.43 (0.17-0.69) | <.01 | 0.46 (0.20-0.72) | <.01 | 0.46 (0.20-0.72) | <.01 |
| Coef.[ |
| Coef. |
| Coef. |
| Coef. |
| Coef. |
| |
|
| 4.37 (1.12-7.62) | <.01 | 5.29 (2.08-8.49) | <.01 | 5.26 (2.05-8.46) | <.01 | 3.98 (0.63-7.34) | .02 | 3.97 (0.61-7.32) | .02 |
Abbreviations: AME, average marginal effects; ADL, activities of daily living; IADL, instrumental activities of daily living; Coef., coefficient; h/wk, hours per week.
Unadjusted: no adjustment for covariates.
Sociodemographic/Comorbidities: adjusted for age, sex, marital status, education, income, myocardial infarction, coronary artery disease, hypertension, arthritis, osteoporosis, diabetes, lung disease, cancer, depression, and anxiety.
Stroke: adjusted for age, sex, marital status, education, income, myocardial infarction, coronary artery disease, hypertension, arthritis, osteoporosis, diabetes, lung disease, cancer, depression, and anxiety, and stroke.
Dementia: adjusted for age, sex, marital status, education, income, myocardial infarction, coronary artery disease, hypertension, arthritis, osteoporosis, diabetes, lung disease, cancer, depression, and anxiety, stroke, and dementia.
Stroke/Dementia: adjusted for age, sex, marital status, education, income, myocardial infarction, coronary artery disease, hypertension, arthritis, osteoporosis, diabetes, lung disease, cancer, depression, and anxiety, stroke, dementia, and interaction term of stroke and dementia.
Values are average marginal effects (black vs white).
Unweighted N = 6841, survey-weighted N = 31 266 588.
Unweighted N = 6837, survey-weighted N = 31 246 328.
Unweighted N = 6357, survey-weighted N = 29 650 216.
Values are regression coefficients (black vs white).
Unweighted N = 6821, survey-weighted N = 31 181 149.