| Literature DB >> 33354628 |
Harry O Taylor1, Ann W Nguyen2.
Abstract
BACKGROUND AND OBJECTIVES: Loneliness is consistently linked to worse depression/depressive symptoms; however, there are few studies that have examined whether the relationship between loneliness and depressive symptoms varies by race. The purpose of this study was to determine whether race moderated the relationship between loneliness and depressive symptoms. RESEARCH DESIGN AND METHODS: Data come from the 2014 wave of the Health and Retirement Study (HRS) Core survey and Psychosocial Leave-Behind Questionnaire; only black and white older adults were included in the analysis (N = 6,469). Depressive symptoms were operationalized by the eight-item Center for Epidemiological Studies-Depression scale; however, the "felt lonely" item was removed given concerns with collinearity. Loneliness was operationalized using the Hughes 3-Item Loneliness Scale. Sociodemographic variables included gender, age, education, household income, employment status, marital status, and living alone or with others. Furthermore, social support and negative interactions from family members and friends, and religious service attendance were included in the analysis. Lastly, we created an interaction term between race and loneliness. All analyses used survey weights to account for the complex multistage sampling design of the HRS. Missing data were multiply imputed.Entities:
Keywords: Mental health; Negative interactions; Social networks; Social support
Year: 2020 PMID: 33354628 PMCID: PMC7739884 DOI: 10.1093/geroni/igaa048
Source DB: PubMed Journal: Innov Aging ISSN: 2399-5300
Descriptive Statistics (N = 6,469)
| Variable | Percentage |
| Mean/median ( | Range |
|---|---|---|---|---|
| Race | ||||
| White | 89.08% | 5,290 | ||
| Black | 10.91% | 1,179 | ||
| Gender | ||||
| Male | 45.78% | 2,636 | ||
| Female | 54.22% | 3,833 | ||
| Age (years) | ||||
| 54–64 | 46.86% | 2,384 | ||
| 65–74 | 30.62% | 1,977 | ||
| 75 and older | 22.52% | 2,108 | ||
| Education | ||||
| Less than high school | 11.72% | 922 | ||
| GED or high school graduate | 33.15% | 2,285 | ||
| Some college | 26.35% | 1,654 | ||
| College degree or higher | 28.78% | 1,607 | ||
| Total household income | ||||
| Less than $25,000 | 24.70% | 1,907 | ||
| Between $25,000 and $49.999.99 | 23.07% | 1,672 | ||
| Between $50,000 and $74,999.99 | 15.50% | 1,012 | ||
| Between $75,000 and $99,999.99 | 11.67% | 650 | ||
| More than $100,000 | 25.05% | 1,228 | ||
| Employment status | ||||
| Working | 42.43% | 2,166 | ||
| Not working | 57.57% | 4,303 | ||
| Marital status | ||||
| Married | 61.31% | 3,747 | ||
| Unmarried | 38.69% | 2,721 | ||
| Living arrangements | ||||
| Live with others | 76.05% | 4,846 | ||
| Live alone | 23.95% | 1,623 | ||
| Religious service attendance | ||||
| Attends religious services | 69.65% | 4,707 | ||
| Does not attend religious services | 30.35% | 1,741 | ||
| Loneliness | 6,394 | 1.49 (0.01) | 1–3 | |
| Child social support | 5,622 | 3.21 (0.01) | 1–4 | |
| Child negative interactions | 5,627 | 1.71 (0.01) | 1–4 | |
| Other family members social support | 5,913 | 2.85 (0.01) | 1–4 | |
| Other family members negative interactions | 5,962 | 1.56 (0.01) | 1–4 | |
| Friend social support | 5,764 | 3.05 (0.01) | 1–4 | |
| Friend negative interactions | 5,783 | 1.40 (0.01) | 1–4 | |
| Depressive symptomsa | 6,320 | 0 (0.03) | 0–7 |
Note: Table presents percentages and n for categorical variables and n, mean/median, standard deviation (SD), and range for continuous variables.
aMeans the median value for depressive symptoms is presented.
Unadjusted Incident Rate Ratios for CES-D (Minus Loneliness) Scale (N = 6,469)
| Variable | Unadjusted incident rate ratio | 95% Confidence intervals |
|---|---|---|
| Race | ||
| White | — | — |
| Black | 1.41 | 1.27–1.55 |
| Gender | ||
| Male | — | — |
| Female | 1.29 | 1.42–1.79 |
| Age (years) | ||
| 54–65 | — | — |
| 65–74 | 0.85 | 0.74–0.97 |
| 75 and oldera | 1.00 | 0.88–1.14 |
| Education | ||
| Less than high school | — | — |
| GED or high school graduate | 0.65 | 0.57–0.75 |
| Some college | 0.60 | 0.52–0.69 |
| College degree or higher | 0.39 | 0.34–0.44 |
| Total household income | ||
| Less than $25,000 | — | — |
| Between $25,000 and $49,999.99 | 0.62 | 0.56–0.70 |
| Between $50,000 and $74,999.99 | 0.56 | 0.48–0.66 |
| Between $75,000 and $99,999.99 | 0.43 | 0.36–0.51 |
| More than $100,000 | 0.34 | 0.29–0.38 |
| Employment status | ||
| Working | 0.60 | 0.53–0.67 |
| Not working | — | — |
| Marital status | ||
| Married | 0.65 | 0.59–0.72 |
| Unmarried | — | — |
| Living arrangements | ||
| Live with others | — | — |
| Live alone | 1.38 | 1.27–1.50 |
| Religious service attendance | ||
| Attends religious services | — | — |
| Does not attend religious services | 1.28 | 1.15–1.42 |
| Loneliness | 2.53 | 2.37–2.70 |
| Child social support | 0.74 | 0.70–0.77 |
| Child negative interactions | 1.49 | 1.41–1.58 |
| Other family members social support | 0.88 | 0.84–0.92 |
| Other family members negative interactions | 1.52 | 1.44–1.60 |
| Friend social support | 0.85 | 0.80–0.91 |
| Friend negative interactions | 1.53 | 1.40–1.68 |
Notes: CES-D = Center for Epidemiological Studies—Depression. Unadjusted negative binomial incident ratio rates are presented. The dependent variable for all of these unadjusted bivariate tests is depressive symptoms. With the exception of age (noted with an a), all bivariate relationships are statistically significant at the p < .001 level.
Negative Binomial Regression Analysis of Race and Loneliness on Depressive Symptoms Among Older Adults (N = 6,469)
| Variable | Model 1 | Model 2 | Model 3 |
|---|---|---|---|
| Loneliness | 2.30 (2.15–2.46)*** | 2.08 (1.92–2.25)*** | 2.17 (1.99–2.37)*** |
| Race × Loneliness | — | — | 0.70 (0.59–0.82)*** |
| Race | |||
| White | — | — | — |
| Black | 1.09 (0.99–1.20) | 1.09 (0.99–1.20) | 1.96 (1.44–2.66)*** |
| Gender | |||
| Male | — | — | — |
| Female | 1.18 (1.07–1.29)** | 1.21 (1.11–1.33)*** | 1.21 (1.11–1.33)*** |
| Age (years) | |||
| 54–64 | — | — | — |
| 65–74 | 0.84 (0.76–0.93)** | 0.87 (0.79–0.96)** | 0.87 (0.79–0.96)** |
| 75 and older | 0.83 (0.74–0.93)** | 0.93 (0.82–1.05) | 0.92 (0.82–1.04) |
| Years of education | |||
| Less than high school | — | — | — |
| GED or high school graduate | 0.76 (0.67–0.86)*** | 0.77 (0.68–0.88)*** | 0.78 (0.68–0.89)*** |
| Some college | 0.73 (0.64–0.84)*** | 0.75 (0.65–0.85)*** | 0.75 (0.65–0.86)*** |
| College degree or higher | 0.60 (0.53–0.69)*** | 0.63 (0.55–0.72)*** | 0.63 (0.55–0.73)*** |
| Total household income | |||
| Less than $25,000 | — | — | — |
| Between $25,000 and $49,999.99 | 0.76 (0.69–0.85)*** | 0.75 (0.67–0.85)*** | 0.75 (0.67–0.85)*** |
| Between $50,000 and $74,999.99 | 0.77 (0.66–0.91)** | 0.76 (0.64–0.89)*** | 0.76 (0.64–0.89)** |
| Between $75,000 and $99,999.99 | 0.67 (0.56–0.80)*** | 0.63 (0.53–0.76)*** | 0.64 (0.53–0.76)*** |
| More than $100,000 | 0.58 (0.49–0.69)*** | 0.56 (0.47–0.67)*** | 0.56 (0.47–0.67)*** |
| Employment status | |||
| Working | 0.74 (0.65–0.84)*** | 0.74 (0.66–0.84)*** | 0.74 (0.65–0.83)*** |
| Not working | — | — | — |
| Marital status | |||
| Married | — | 1.11 (1.01–1.22)* | 1.11 (1.01–1.22)* |
| Unmarried | — | — | — |
| Living arrangements | |||
| Live with others | — | — | — |
| Live alone | — | 1.03 (0.92–1.16) | 1.04 (0.92–1.16) |
| Religious service attendance | |||
| Yes | — | — | — |
| No | — | 1.07 (0.98–1.17) | 1.07 (0.98–1.17) |
| Child social support | — | 0.88 (0.81–0.96)** | 0.88 (0.81–0.96)** |
| Child negative interactions | — | 1.09 (1.01–1.19)* | 1.09 (1.00–1.19)* |
| Other family members social support | — | 1.04 (0.97–1.11) | 1.03 (0.97–1.11) |
| Other family members negative interactions | — | 1.11 (1.02–1.21)* | 1.11 (1.02–1.21)* |
| Friend social support | — | 0.98 (0.93–1.04) | 0.98 (0.93–1.04) |
| Friend negative interactions | — | 1.08 (0.95–1.21) | 1.08 (0.96–1.22) |
Notes: Negative binomial incident ratio rates are reported with the 95% confidence intervals reported in the parentheses. Model 1 additionally adjusts for loneliness and sociodemographic variables. Model 2 adjusts for all covariates in Model 1 and includes social integration and support variables (marital status, living arrangements, religious service attendance, and social support and negative interactions from family members and friends). Model 3 not only includes all variables from the previous model, but also includes a race and loneliness interaction term.
*Signifies statistical significance at p < .05, **signifies statistical significance at p < .01, and ***signifies statistical significance at p < .001.
Figure 1.Interaction for loneliness and depressive symptoms, and race.