Abstract
This cross-sectional study examines social connectedness among Medicare beneficiaries during the COVID-19 pandemic.
Social distancing is an effective strategy to limit contagion and mortality from the COVID-19 pandemic. However, these measures may also decrease perceived social connectedness and conversely increase social isolation, states which are associated with psychologic and physiologic morbidity.1,2,3,4,5 Patients who are elderly or have disabilities are particularly encouraged to practice social distancing given their higher risk of severe COVID-19 infection, but they also have a higher baseline risk for reporting social isolation.5,6 We hypothesized that the pandemic and social distancing measures have negatively affected perceptions of social connectedness among these high-risk patients.
Methods
The Medicare Current Beneficiary Survey is an in-person, nationally representative survey of Medicare beneficiaries that is sponsored by the Centers for Medicare & Medicaid Services. We used the COVID-19 Summer 2020 Supplement data collected from June 10, 2020, to July 15, 2020. The institutional review board of Yale University approved the study and granted a waiver of informed consent because of the use of publicly available, deidentified data. The study cohort consisted of 9634 respondents who represented a weighted 50 851 437 community-dwelling beneficiaries who reported on changes in social connectivity during the pandemic (eMethods in the Supplement). The outcome variable, reporting decreased social connectedness, was defined as a beneficiary stating that that they felt “less socially connected to family and friends” since the onset of the pandemic.
We selected variables that we hypothesized were potentially associated with decreased social connectedness (eMethods in the Supplement). These variables included demographic and socioeconomic characteristics, adherence to 6 specific COVID-related social distancing precautions, ownership and use of technologies that allow for remote social engagement, and medical comorbidities and care receipt that may make beneficiaries more dependent on social contacts for health reasons. We used univariable and multivariable logistic regression to identify factors associated with reported decreased social connectedness since the start of the pandemic. Predicted probabilities (PPs) were estimated using population-averaged estimates, with 95% CIs calculated using the δ method. Statistical analyses were conducted using Stata, version 13.1 (StataCorp), and statistical significance was determined from contrast estimates using the χ2 statistic. The multivariable model included variables reaching a significance level of P < .10 on univariable analysis.
Results
Since the start of the COVID-19 outbreak, a weighted 36.7% of enrollees reported feeling less socially connected with friends and family. Decreased social connection was reported by 41.2% of female, 31.2% of male, 24.6% of Black non-Hispanic, and 38.9% of White non-Hispanic beneficiaries (Table 1). On multivariable analysis (Table 2), demographic characteristics that were independently associated with feeling less socially connected included female (PP, 40.4%; 95% CI, 38.6%-42.2%) vs male sex (PP, 33.2%; 95% CI, 31.2%-35.1%; P < .001), White non-Hispanic (PP, 38.1%; 95% CI, 36.6%-39.7%) vs Black non-Hispanic race/ethnicity (PP, 30.4%; 95% CI, 25.9%-34.9%; P < .001), income of $25 000 or greater (PP, 38.5%; 95% CI, 36.8%-40.1%) vs less than $25 000 (PP, 34.2%; 95% CI, 31.4%-37.1%; P = .02), no Medicaid eligibility (PP, 38.1%; 95% CI, 36.5%-39.6%) vs full Medicaid dual eligibility (PP, 28.6%; 95% CI, 23.5%-33.7%; P = .002), history of non–skin cancer (PP, 40.8%; 95% CI, 38.0%-43.6%) vs none (PP, 36.3%; 95% CI, 34.9%-37.7%; P = .005), and depression (PP, 41.6%; 95% CI, 39.0%-44.3%) vs none (PP, 35.5%; 95% CI, 33.9%-37.1%; P < .001). Behaviors that were associated with feeling less socially connected included performing all 6 assessed anti–COVID-19 social distancing measures (PP, 38.8%; 95% CI, 37.4%-40.2%) vs 4 or fewer (PP, 30.5%; 95% CI, 26.2%-34.8%; P < .001), computer ownership (PP, 38.4%; 95% CI, 36.6%-40.2%) vs not (PP, 34.4%; 95% CI, 32.2%-36.6%; P = .01), and use of internet teleconferencing software (PP, 40.2%; 95% CI, 38.5%-42.0%) vs not (PP, 33.3%; 95% CI, 31.1%-35.5%; P < .001). Among other variables, metropolitan (PP, 37.6%; 95% CI, 36.1%-39.1%) vs nonmetropolitan residence (PP, 35.9%; 95% CI, 33.3%-38.5%; P = .23) and geographic region were not independently associated with reported social connectivity.
Table 1. Weighted Rates of Decreased Social Connectedness Since the Start of the COVID-19 Pandemic Among Selected Subpopulations.
Variable name | Variable categories | % | |
---|---|---|---|
Percentage of overall cohort in specified category | Percentage of beneficiaries within specified category who reported feeling less socially connected | ||
Age group, y | <65 | 13.7 | 35.4 |
65-74 | 55.8 | 39.1 | |
>74 | 30.5 | 33.4 | |
Sex | Men | 44.0 | 31.3 |
Women | 56.0 | 41.2 | |
Race/ethnicity | White non-Hispanic | 76.7 | 38.9 |
Black non-Hispanic | 9.9 | 24.6 | |
Hispanic | 7.3 | 34.4 | |
Asian, American Indian or Alaska Native, Native Hawaiian or other Pacific Islander, or unknown | 6.0 | 33.9 | |
Metropolitan residence | No | 20.0 | 33.3 |
Yes | 80.0 | 37.7 | |
Geographic region | West | 22.0 | 39.4 |
Northeast | 17.7 | 37.7 | |
Midwest | 22.2 | 40.6 | |
South | 38.1 | 32.7 | |
Annual income, $ | <25 000 | 28.9 | 29.5 |
≥25 000 | 69.0 | 40.2 | |
Do not know | 2.1 | 27.9 | |
Non-English language spoken at home | No | 90.2 | 37.1 |
Yes | 9.8 | 34.0 | |
Medicaid dual eligible in 2019 | No | 86.8 | 38.1 |
Fully dual eligible | 7.9 | 26.6 | |
Partially dual eligible | 3.0 | 31.2 | |
QMB eligible only | 2.3 | 30.7 | |
Primary location care received | Physician’s office/medical clinic | 82.4 | 37.7 |
Managed care plan center/HMO | 3.7 | 44.5 | |
Other clinic (eg, rural, company) | 1.6 | 38.2 | |
Urgent care/emergency department | 4.3 | 29.5 | |
Veterans Affairs facility | 2.8 | 23.4 | |
Other type of location | 0.4 | 25.2 | |
No regular care at a location | 4.9 | 31.4 | |
Own computer | No | 31.7 | 28.8 |
Yes | 68.3 | 40.6 | |
Own smartphone | No | 29.0 | 29.5 |
Yes | 71.0 | 39.8 | |
Access to internet | No | 15.7 | 26.7 |
Yes | 84.3 | 38.7 | |
Used video or voice calls over the internet | No | 46.3 | 29.2 |
Yes | 53.7 | 43.4 | |
Missed any health appointment because of COVID-19 | No | 78.9 | 34.4 |
Yes | 21.2 | 45.8 | |
Total COVID-19 precautions taken | ≤4 | 9.5 | 29.0 |
5 | 17.2 | 32.1 | |
6 | 73.3 | 39.9 | |
Wore a face mask because of COVID-19 | No | 4.4 | 20.8 |
Yes | 95.6 | 37.7 | |
Avoided contact with people with illness because of COVID-19 | No | 4.5 | 27.1 |
Yes | 95.5 | 37.5 | |
Kept a 6-foot distance between self and others because of COVID-19 | No | 5.1 | 27.5 |
Yes | 94.9 | 37.5 | |
Avoided large gatherings of people because of COVID-19 | No | 8.0 | 24.4 |
Yes | 92.0 | 38.2 | |
Left home for essential purposes only because of COVID-19 | No | 13.9 | 32.0 |
Yes | 86.1 | 37.8 | |
Avoided other people as much as possible | No | 10.0 | 27.9 |
Yes | 90.0 | 37.9 | |
Traditional news sources used for information on COVID-19 | No | 8.4 | 32.3 |
Yes | 91.7 | 37.2 | |
Social media used for information on COVID-19 | No | 68.4 | 36.5 |
Yes | 31.6 | 37.6 | |
Comments or guidance from government officials used for information on COVID-19 | No | 33.8 | 31.1 |
Yes | 66.2 | 39.7 | |
Other webpages/internet used for information on COVID-19 | No | 52.3 | 31.9 |
Yes | 47.8 | 42.2 | |
Friends or family used for information on COVID-19 | No | 46.9 | 37.1 |
Yes | 53.1 | 36.5 | |
Health care clinicians used for information on COVID-19 | No | 50.7 | 35.0 |
Yes | 49.3 | 38.7 | |
History of any immunodeficiency | No | 81.3 | 35.7 |
Yes | 18.7 | 41.6 | |
History of myocardial infarction | No | 90.6 | 37.2 |
Yes | 9.5 | 33.0 | |
History of congestive heart failure | No | 94.5 | 36.9 |
Yes | 5.5 | 35.2 | |
History of stroke | No | 91.3 | 36.8 |
Yes | 8.7 | 36.9 | |
History of dementia | No | 98.5 | 37.0 |
Yes | 1.5 | 27.5 | |
History of depression | No | 73.5 | 35.1 |
Yes | 26.6 | 41.6 | |
History of chronic obstructive pulmonary disease/asthma | No | 80.9 | 36.8 |
Yes | 19.1 | 36.9 | |
History of diabetes | No | 66.3 | 37.6 |
Yes | 33.7 | 35.3 | |
History of cancer | No | 80.3 | 35.7 |
Yes | 19.7 | 41.4 |
Abbreviations: HMO, health maintenance organization; QMB, Qualified Medicare Beneficiary.
Table 2. Selected Characteristics and Behaviors Statistically Significantly Associated With Reporting Decreased Social Connectedness on Multivariable Analysis.
Variable name | Variable categories | Predicted probabilities, % (95% CI) | P value |
---|---|---|---|
Sex | Men | 33.2 (31.2-35.1) | 1 [Reference] |
Women | 40.4 (38.6-42.1) | <.001 | |
Race/ethnicity | White non-Hispanic | 38.0 (36.5-39.5) | 1 [Reference] |
Black non-Hispanic | 30.3 (25.9-34.8) | .001 | |
Hispanic | 38.9 (34.5-43.2) | .72 | |
Asian, American Indian or Alaska Native, Native Hawaiian or other Pacific Islander, or unknown | 34.4 (28.2-40.5) | .27 | |
Annual income, $ | <25 000 | 34.2 (31.4-37.1) | 1 [Reference] |
≥25 000 | 38.5 (36.8-40.1) | .02 | |
Do not know | 31.7 (24.8-38.6) | .51 | |
Medicaid dual eligible in 2019 | No | 38.0 (36.5-39.6) | 1 [Reference] |
Fully dual eligible | 28.6 (23.5-33.6) | .001 | |
Partially dual eligible | 35.9 (27.3-44.5) | .65 | |
QMB eligible only | 36.6 (26.6-46.5) | .78 | |
Primary location of care receipt | Physician’s office/medical clinic | 37.6 (36.2-38.9) | 1 [Reference] |
Managed care plan center/HMO | 43.8 (37.3-50.4) | .06 | |
Other clinic (eg, rural, company) | 39.6 (29.0-50.2) | .71 | |
Urgent care/emergency department | 27.1 (22.2-32.0) | <.001 | |
Veterans Affairs facility | 28.9 (20.9-36.8) | .04 | |
Other type of location | 29.4 (5.2-53.7) | .51 | |
No regular care at a location | 52.5 (25.4-79.7) | .28 | |
Own computer | No | 34.4 (32.2-36.6) | 1 [Reference] |
Yes | 38.4 (36.6-40.2) | .01 | |
Used video or voice calls over the internet | No | 33.3 (31.1-35.4) | 1 [Reference] |
Yes | 40.3 (38.6-42.0) | <.001 | |
Missed any health appointment because of COVID-19 | No | 35.7 (34.3-37.1) | 1 [Reference] |
Yes | 42.4 (39.4-45.4) | <.001 | |
Total COVID-19 precautions taken | ≤4 | 30.6 (26.3-34.9) | 1 [Reference] |
5 | 33.6 (31.1-36.2) | .17 | |
6 | 38.7 (37.3-40.2) | .001 | |
Other webpages/internet used for information on COVID-19 | No | 35.2 (33.2-37.3) | 1 [Reference] |
Yes | 39.1 (37.0-41.3) | .02 | |
History of depression | No | 35.5 (33.9-37.1) | 1 [Reference] |
Yes | 41.7 (39.0-44.3) | .001 | |
History of cancer | No | 36.3 (34.8-37.7) | 1 [Reference] |
Yes | 40.8 (38.0-43.6) | .004 |
Abbreviations: HMO, health maintenance organization; QMB, Qualified Medicare Beneficiary.
Discussion
More than one-third of Medicare beneficiaries reported feeling less socially connected to friends and family since the start of the COVID-19 pandemic. Medicare beneficiaries who were women, had higher incomes, were not of Black non-Hispanic race/ethnicity, and had a history of cancer or depression were more likely to report a negative association of the pandemic with perceptions of social connectedness. The likelihood of reporting decreased social connection was widespread nationally and was associated with practicing more social distancing measures. The limitations of this study include an inability to assess the magnitude of the decreased connection reported and survey exclusion of the subset of Medicare-beneficiaries who are not community dwelling. The public health benefits and psychosocial costs of prolonged social distancing measures should be balanced carefully in this doubly vulnerable population.
References
- 1.Tiikkainen P, Heikkinen RL. Associations between loneliness, depressive symptoms and perceived togetherness in older people. Aging Ment Health. 2005;9(6):526-534. doi: 10.1080/13607860500193138 [DOI] [PubMed] [Google Scholar]
- 2.Ashida S, Heaney CA. Differential associations of social support and social connectedness with structural features of social networks and the health status of older adults. J Aging Health. 2008;20(7):872-893. doi: 10.1177/0898264308324626 [DOI] [PubMed] [Google Scholar]
- 3.Cacioppo JT, Cacioppo S. Social relationships and health: the toxic effects of perceived social isolation. Soc Personal Psychol Compass. 2014;8(2):58-72. doi: 10.1111/spc3.12087 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Santini ZI, Jose PE, York Cornwell E, et al. Social disconnectedness, perceived isolation, and symptoms of depression and anxiety among older Americans (NSHAP): a longitudinal mediation analysis. Lancet Public Health. 2020;5(1):e62-e70. doi: 10.1016/S2468-2667(19)30230-0 [DOI] [PubMed] [Google Scholar]
- 5.Smith ML, Steinman LE, Casey EA. Combatting social isolation among older adults in a time of physical distancing: the COVID-19 social connectivity paradox. Front Public Health. 2020;8:403. doi: 10.3389/fpubh.2020.00403 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.AARP . Loneliness among older adults: a national survey of adults 45+. Accessed February 14, 2021. https://assets.aarp.org/rgcenter/general/loneliness_2010.pdf
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.