| Literature DB >> 36065095 |
Cassandra L Hua1, Portia Y Cornell2, Sheryl Zimmerman3, Paula Carder4, Kali S Thomas2.
Abstract
OBJECTIVE: To evaluate whether assisted living (AL) residents with Alzheimer's disease and related dementias (ADRD) experienced a greater rate of excess all-cause mortality during the first several months of the COVID-19 pandemic compared to residents without ADRD, and to compare excess all-cause mortality rates in memory care vs general AL among residents with ADRD.Entities:
Keywords: SARS-CoV-2; deaths; long-term care; memory care
Mesh:
Year: 2022 PMID: 36065095 PMCID: PMC9359515 DOI: 10.1016/j.jamda.2022.07.023
Source DB: PubMed Journal: J Am Med Dir Assoc ISSN: 1525-8610 Impact factor: 7.802
States Where Memory Care Licensure Data Were Available in 2019
| Alabama |
| Arizona |
| Colorado |
| Florida |
| Iowa |
| Idaho |
| Illinois |
| Indiana |
| Maine |
| Michigan |
| Missouri |
| Mississippi |
| Montana |
| North Carolina |
| Nebraska |
| New Jersey |
| Nevada |
| New York |
| Ohio |
| Oklahoma |
| Oregon |
| Pennsylvania |
| Rhode Island |
| South Carolina |
| Texas |
| Virginia |
| Vermont |
| Washington |
| Wisconsin |
| Wyoming |
Supplementary Fig. 1Sample selection flowchart for the analysis comparing residents with ADRD to residents without ADRD. (ADRD, Alzheimer’s disease and related dementias.)
Supplementary Fig. 2Sample selection flowchart for subanalysis comparing residents with ADRD in memory care to residents with ADRD in general AL. (ADRD, Alzheimer’s disease and related dementias; AL, assisted living.)
The RECORD Statement—Checklist of Items, Extended From the STROBE Statement, That Should Be Reported in Observational Studies Using Routinely Collected Health Data
| STROBE Items | RECORD Items | Location in Manuscript where Items are Reported |
|---|---|---|
| (a) Indicate the study’s design with a commonly used term in the title or the abstract (b) Provide in the abstract an informative and balanced summary of what was done and what was found | RECORD 1.1: The type of data used should be specified in the title or abstract. When possible, the name of the databases used should be included. | Abstract p. 1 (methods) |
| Explain the scientific background and rationale for the investigation being reported | Introduction pp. 3 and 4. | |
| State specific objectives, including any prespecified hypotheses | Introduction p. 4. | |
| Present key elements of study design early in the paper | Introduction pp. 4 and 5 | |
| Describe the setting, locations, and relevant dates, including periods of recruitment, exposure, follow-up, and data collection | Introduction pp. 4 and 5 | |
| RECORD 6.1: The methods of study population selection (such as codes or algorithms used to identify subjects) should be listed in detail. If this is not possible, an explanation should be provided. | ||
| Clearly define all outcomes, exposures, predictors, potential confounders, and effect modifiers. Give diagnostic criteria, if applicable. | RECORD 7.1: A complete list of codes and algorithms used to classify exposures, outcomes, confounders, and effect modifiers should be provided. If these cannot be reported, an explanation should be provided. | Brown Digital Repository (referenced on p. 7) |
| For each variable of interest, give sources of data and details of methods of assessment (measurement). | Brown Digital Repository (referenced on p. 7) | |
| Describe any efforts to address potential sources of bias | ||
| Explain how the study size was arrived at | ||
| Explain how quantitative variables were handled in the analyses. If applicable, describe which groupings were chosen, and why | Brown Digital Repository (referenced on p. 7) | |
Describe all statistical methods, including those used to control for confounding Describe any methods used to examine subgroups and interactions Explain how missing data were addressed Describe any sensitivity analyses | pp. 5 and 6 | |
| RECORD 12.1: Authors should describe the extent to which the investigators had access to the database population used to create the study population. | Brown Digital Repository (referenced on p. 7) | |
| .. | RECORD 12.3: State whether the study included person-level, institutional-level, or other data linkage across 2 or more databases. The methods of linkage and methods of linkage quality evaluation should be provided. | Brown Digital Repository (referenced on p. 7) |
Report the numbers of individuals at each stage of the study ( Give reasons for non-participation at each stage. Consider use of a flow diagram | RECORD 13.1: Describe in detail the selection of the persons included in the study ( | |
Give characteristics of study participants ( Indicate the number of participants with missing data for each variable of interest | ||
Give unadjusted estimates and, if applicable, confounder-adjusted estimates and their precision (e.g., 95% confidence interval). Make clear which confounders were adjusted for and why they were included Report category boundaries when continuous variables were categorized If relevant, consider translating estimates of relative risk into absolute risk for a meaningful time period | ||
| Report other analyses done—e.g., analyses of subgroups and interactions, and sensitivity analyses | ||
| Summarise key results with reference to study objectives | pp. 9 and 10 | |
| Discuss limitations of the study, taking into account sources of potential bias or imprecision. Discuss both direction and magnitude of any potential bias | RECORD 19.1: Discuss the implications of using data that were not created or collected to answer the specific research question(s). Include discussion of misclassification bias, unmeasured confounding, missing data, and changing eligibility over time, as they pertain to the study being reported. | p. 11 |
| Give a cautious overall interpretation of results considering objectives, limitations, multiplicity of analyses, results from similar studies, and other relevant evidence | p. 12 | |
| Discuss the generalisability (external validity) of the study results | p. 11, described as part of limitations | |
| Give the source of funding and the role of the funders for the present study and, if applicable, for the original study on which the present article is based | Title page | |
| .. | RECORD 22.1: Authors should provide information on how to access any supplemental information such as the study protocol, raw data, or programming code. | Brown Digital Repository (referenced on p. 7) |
Notes: Reference: Benchimol EI, Smeeth L, Guttmann A, Harron K, Moher D, Petersen I, Sørensen HT, von Elm E, Langan SM, the RECORD Working Committee. The REporting of studies Conducted using Observational Routinely-collected health Data (RECORD) Statement. PLoS Med. 2015; in press.
Checklist is protected under Creative Commons Attribution (CC BY) license.
Characteristics of Assisted Living Residents With Alzheimer’s Disease and Related Dementias (ADRD) Compared to Residents Without ADRD, by Year
| Characteristic | 2019 | 2020 | ||
|---|---|---|---|---|
| ADRD Diagnosis (n = 88,520) | No ADRD Diagnosis (n = 197,830) | ADRD Diagnosis (n = 83,824) | No ADRD Diagnosis (n = 189,777) | |
| Age group, % | ||||
| <65 y | 3.6 | 8.8 | 3.4 | 8.6 |
| 65-74 y | 9.9 | 20.9 | 10.1 | 21.4 |
| 75-84 y | 25.8 | 27.5 | 26.3 | 27.9 |
| 85-94 y | 48.9 | 35.9 | 47.9 | 35.0 |
| ≥95 y | 11.8 | 7.0 | 12.3 | 7.1 |
| Sex, % | ||||
| Male | 31.0 | 35.9 | 31.2 | 36.2 |
| Female | 69.0 | 64.1 | 68.8 | 63.8 |
| Race, % | ||||
| White | 91.6 | 91.1 | 91.4 | 90.9 |
| Black | 4.1 | 3.7 | 4.2 | 37 |
| Hispanic | 2.2 | 2.0 | 2.3 | 2.0 |
| Other | 2.0 | 3.2 | 2.2 | 3.4 |
| Dually enrolled in Medicare and Medicaid, % | 20.5 | 16.2 | 20.5 | 16.0 |
| Chronic conditions, % | ||||
| Asthma | 6.3 | 5.7 | 6.5 | 5.7 |
| Cancer | 10.8 | 10.4 | 10.9 | 10.5 |
| Chronic kidney disease | 43.1 | 28.8 | 44.5 | 29.9 |
| Chronic obstructive pulmonary disease | 21.4 | 13.9 | 21.0 | 13.8 |
| Diabetes | 31.3 | 25.4 | 32.0 | 25.5 |
| Heart disease | 60.6 | 43.2 | 60.6 | 43.2 |
| Hypertension | 81.8 | 67.2 | 81.5 | 67.2 |
| Obesity | 14.5 | 16.7 | 15.1 | 17.4 |
| Stroke | 10.3 | 5.0 | 10.1 | 5.0 |
| <2 chronic conditions | 23.2 | 39.0 | 22.8 | 38.5 |
| 2-3 chronic conditions | 44.3 | 39.5 | 44.0 | 39.5 |
| 4-5 chronic conditions | 26.7 | 18.3 | 27.3 | 18.7 |
| ≥6 chronic conditions | 5.8 | 3.3 | 6.0 | 3.4 |
| No. of chronic conditions, mean (SD) | 2.8 (1.6) | 2.2 (1.7) | 2.8 (1.6) | 2.2 (1.7) |
Residents were enrolled in Medicare Fee-for-Service during the entire year prior and lived in assisted living on December 31, 2018, or December 31, 2019. Data were obtained from the 2018 and 2019 Medicare Master Beneficiary Summary file and chronic conditions files.
As of December 31, the year prior.
Of the conditions listed above.
Characteristics of Residents With Alzheimer’s Disease and Related Dementias in Memory Care Communities Compared to Residents With Alzheimer’s Disease and Related Dementias in General Assisted Living Communities
| Characteristics | 2019 | 2020 | ||
|---|---|---|---|---|
| Memory Care Community Residents (n = 24,152) | General Assisted Living Residents (n = 41,317) | Memory Care Community Residents (n = 23,229) | General Assisted Living Residents (n = 38,735) | |
| Age group, % | ||||
| <65 y | 2.8 | 4.8 | 2.8 | 4.5 |
| 65-74 y | 8.6 | 11.3 | 9.0 | 11.6 |
| 75-84 y | 27.0 | 25.1 | 26.8 | 25.8 |
| 85 -94 y | 50.4 | 47.2 | 49.5 | 46.1 |
| ≥95 y | 11.2 | 11.6 | 12.0 | 12.0 |
| Sex, % | ||||
| Male | 30.0 | 31.7 | 30.7 | 31.7 |
| Female | 70.0 | 68.3 | 69.3 | 68.3 |
| Race, % | ||||
| White | 93.1 | 91.1 | 93.1 | 90.7 |
| Black | 4.1 | 4.9 | 4.0 | 5.1 |
| Hispanic | 1.5 | 2.4 | 1.6 | 2.5 |
| Other | 1.3 | 1.6 | 1.4 | 1.8 |
| Dually enrolled in Medicare and Medicaid, % | 16.9 | 26.3 | 17.0 | 26.6 |
| Chronic conditions (%) | ||||
| Asthma | 5.8 | 6.4 | 6.2 | 6.6 |
| Cancer | 10.8 | 10.8 | 10.8 | 10.8 |
| Chronic kidney disease | 43.4 | 43.1 | 44.6 | 44.4 |
| Chronic obstructive pulmonary disease | 20.8 | 22.6 | 20.3 | 22.4 |
| Diabetes | 29.8 | 33.7 | 31.0 | 34.6 |
| Heart disease | 60.1 | 61.4 | 60.8 | 61.0 |
| Hypertension | 82.4 | 82.2 | 82.3 | 82.1 |
| Stroke | 10.8 | 10.4 | 10.5 | 10.2 |
| Obesity | 13.8 | 15.8 | 14.3 | 16.5 |
| <2 chronic conditions | 23.3 | 22.3 | 22.6 | 21.8 |
| 2-3 chronic conditions | 45.3 | 43.5 | 44.8 | 43.3 |
| 4-5 chronic conditions | 25.9 | 27.8 | 26.9 | 28.3 |
| ≥6 chronic conditions | 5.5 | 6.4 | 5.8 | 6.6 |
| No. of chronic conditions, mean (SD) | 2.8 (1.6) | 2.9 (1.7) | 2.8 (1.6) | 2.9 (1.7) |
Residents were enrolled in Medicare Fee-for-Service during the entire year prior. Residents lived in assisted living on January 1, 2019, or January 1, 2020. We define memory care as AL communities with a state license, designation, or certification specific to dementia care. Data came from the 2018 and 2019 Medicare Master Beneficiary Summary file and chronic conditions.
As of December 31, the year prior.
Of the conditions listed above.
Excess Weekly Mortality per 100,000 Assisted Living Residents: Results From Linear Probability Models Examining Differences in Rates of Excess All-Cause Mortality Between Populations of Assisted Living Residents During the COVID-19 Pandemic
| Excess Mortality for 2020 vs 2019, β (95% CI) | Excess Mortality ADRD vs Non-ADRD, β (95% CI) | Excess Mortality in Memory Care Communities vs General AL Among Residents With ADRD, β (95% CI) | ||||
|---|---|---|---|---|---|---|
| Unadjusted rates of excess all-cause mortality for the pandemic period (3/12/2020–12/31/2020) | 47.9 (44.2, 51.7) | <.001 | 34.3 (26.8, 41.8) | <.001 | −3.1 (−2.3, 16.8) | .761 |
| Adjusted rates of excess all-cause mortality for the pandemic period (3/12/2020–12/31/2020) | 49.1 (45.3, 52.8) | <.001 | 33.4 (25.9, 40.9) | <.001 | −5.0 (−2.5, 14.9) | .625 |
We assigned the week beginning March 12, 2020, as the first week of the pandemic because COVID-19 was declared a national emergency on March 13, 2020.
Rates were adjusted for age, race, sex, dual eligibility, the presence and number of chronic conditions, AL community size, and county fixed effects.
Fig. 1The unadjusted weekly rate of excess all-cause mortality per 100,000 assisted living residents during COVID-19 comparing assisted living residents with diagnoses of ADRD to those without ADRD. Weekly unadjusted excess all-cause mortality was calculated using the Centers for Medicare & Medicaid Services Vital Status file. The calendar week began on January 1 of each year. Assisted living residents with Medicare Advantage and residents in small assisted living communities (<25 beds) were excluded. Minnesota and Connecticut were excluded because of their different licensing structures. Shaded areas represent CIs.
Fig. 2The unadjusted weekly rate of excess mortality per 100,000 assisted living residents during COVID-19 comparing assisted living residents with ADRD in memory care and general assisted living communities. Weekly unadjusted excess all-cause mortality was calculated using the Centers for Medicare & Medicaid Services Vital Status file. The calendar week began on January 1 of each year. Assisted living residents with Medicare Advantage and residents in small assisted living communities (<25 beds) were excluded. The subsample includes 30 states in which we have information regarding whether they provide memory care. We define memory care as AL communities with a state license, designation, or certification specific to dementia care (Supplementary Table 1). Shaded areas represent CIs.