| Literature DB >> 33386873 |
Molly Rosenberg1,2, Maya Luetke3, Devon Hensel4,5,6, Sina Kianersi3, Tsung-Chieh Fu4, Debby Herbenick4,7.
Abstract
PURPOSE: To estimate the prevalence of depression and loneliness during the US COVID-19 response, and examine their associations with frequency of social and sexual connections.Entities:
Keywords: American adults; COVID-19; Depression; Loneliness; Social isolation
Mesh:
Year: 2021 PMID: 33386873 PMCID: PMC7778397 DOI: 10.1007/s00127-020-02002-8
Source DB: PubMed Journal: Soc Psychiatry Psychiatr Epidemiol ISSN: 0933-7954 Impact factor: 4.328
Characteristics of the unweighted and weighted sample, overall and by depressive symptoms in 1010 American adults, April 10–20, 2020
| Characteristic | Unweighted | Weighted | Major depressive symptoms1 | Below threshold for major depressive symptoms1 | Test statistic2 | |
|---|---|---|---|---|---|---|
| Sex | ||||||
| Female | 516 (51.1) | 521 (51.6) | 179 (58.9) | 315 (47.9) | 10.01 | 0.002 |
| Male | 494 (48.9) | 489 (48.4) | 125 (41.1) | 342 (52.1) | ||
| Age group | ||||||
| 18–19 | 15 (1.5) | 27 (2.7) | 10 (3.4) | 14 (2.2) | 29.64 | < 0.0001 |
| 20–29 | 114 (11.3) | 184 (18.2) | 76 (24.9) | 99 (15.1) | ||
| 30–39 | 156 (15.5) | 175 (17.4) | 55 (17.9) | 106 (16.1) | ||
| 40–49 | 138 (13.7) | 142 (14.1) | 45 (14.6) | 92 (14.0) | ||
| 50–59 | 215 (21.3) | 185 (18.3) | 59 (19.4) | 119 (18.1) | ||
| 60–69 | 206 (20.4) | 165 (16.3) | 33 (10.9) | 126 (19.3) | ||
| 70–79 | 129 (12.8) | 103 (10.2) | 23 (7.6) | 76 (11.6) | ||
| 80 + | 37 (3.7) | 28 (2.8) | 3 (1.1) | 24 (3.7) | ||
| Race/ethnicity | ||||||
| White, non-Hispanic | 721 (71.4) | 639 (63.2) | 182 (59.7) | 434 (66.1) | 3.87 | 0.3 |
| Black, non-Hispanic | 85 (8.4) | 119 (11.8) | 41 (13.6) | 71 (10.8) | ||
| Other or 2 + races, non-Hispanic | 81 (8.0) | 87 (8.6) | 29 (9.6) | 53 (8.1) | ||
| Hispanic | 123 (12.2) | 165 (16.4) | 52 (17.2) | 99 (15.1) | ||
| Marital status | ||||||
| Married or living with partner | 668 (66.1) | 622 (61.6) | 152 (50.0) | 444 (67.5) | 32.36 | < 0.0001 |
| Separated/divorced | 129 (12.8) | 124 (12.3) | 40 (13.1) | 76 (11.6) | ||
| Widowed | 44 (4.4) | 40 (3.6) | 14 (4.6) | 23 (3.6) | ||
| Never married | 169 (16.7) | 224 (22.2) | 98 (32.3) | 114 (17.3) | ||
| Region | ||||||
| Northeast | 189 (18.7) | 177 (17.5) | 52 (17.1) | 111 (17.0) | 0.9641 | 0.8 |
| Midwest | 228 (22.6) | 210 (20.8) | 66 (21.6) | 134 (20.4) | ||
| South | 341 (33.8) | 383 (37.9) | 110 (36.1) | 258 (39.2) | ||
| West | 252 (25.0) | 240 (23.8) | 77 (25.2) | 154 (23.4) | ||
| Household income | ||||||
| < $25 k | 95 (9.4) | 136 (13.5) | 61 (20.2) | 69 (10.6) | 25.94 | 0.0005 |
| $25-49 k | 174 (17.2) | 184 (18.2) | 54 (17.7) | 120 (18.3) | ||
| $50-74 k | 183 (18.1) | 174 (17.2) | 57 (18.6) | 105 (15.9) | ||
| $75-99 k | 147 (14.6) | 141 (14.0) | 32 (10.5) | 105 (16.0) | ||
| $100-124 k | 108 (10.7) | 103 (10.3) | 33 (10.8) | 67 (10.2) | ||
| $125-149 k | 73 (7.2) | 66 (6.5) | 112 (3.8) | 52 (7.9) | ||
| $150-174 k | 90 (8.9) | 82 (8.1) | 25 (8.1) | 53 (8.0) | ||
| $175 k + | 140 (13.9) | 124 (12.3) | 32 (10.4) | 86 (13.1) | ||
| Education | ||||||
| Less than high school | 75 (7.4) | 98 (9.7) | 39 (12.7) | 52 (7.9) | 5.68 | 0.1 |
| High school | 278 (27.5) | 295 (29.2) | 83 (27.4) | 186 (28.4) | ||
| Some college | 273 (27.0) | 281 (27.8) | 85 (28.1) | 189 (28.7) | ||
| Bachelor’s degree or higher | 384 (38.0) | 336 (33.3) | 97 (31.9) | 230 (35.0) | ||
| Children in home (< 13 years) | ||||||
| Yes | 194 (19.2) | 223 (22.0) | 67 (22.0) | 145 (22.0) | 0.99 | 1.0 |
| No | 816 (80.8) | 787 (78.0) | 238 (78.0) | 512 (78.0) | ||
| Living alone | ||||||
| Yes | 190 (18.8) | 184 (18.2) | 66 (21.5) | 107 (16.3) | 3.87 | 0.05 |
| No | 820 (81.2) | 826 (81.8) | 239 (78.5) | 550 (83.7) | ||
| Household size | ||||||
| Mean (SD) | 2.65 (1.50) | 2.77 (1.60) | 2.72 (1.66) | 2.81 (1.58) | 0.86 | 0.4 |
| Loneliness scale3 | ||||||
| Mean (SD) | 4.31 (1.69) | 4.37 (1.74) | 5.48 (2.08) | 3.90 (1.33) | − 14.36 | < 0.0001 |
SD standard deviation
1Major depressive symptoms measured with the CES-D-10 scale. Possible scores range 0–30. The frequency of missing data for this variable was n = 44 (4.4%)
2Test statistics and associated P values are chi-square tests for categorical variables and t tests for continuous variables
3Loneliness measured with the UCLA 3-Item Loneliness scale. Possible scores ranged 3–9. The frequency of missing observations for this variable was n = 19 (1.9%)
Unadjusted and adjusted log-binomial regression for the associations between frequency of social and sexual connections and outcomes of depression and loneliness
| Exposure variables | Weighted | Depressive symptoms | Loneliness | ||||
|---|---|---|---|---|---|---|---|
| Prevalence (%) | PR (95%CI) | aPR1 (95% CI) | Prevalence (%) | PR (95% CI) | aPR1 (95% CI) | ||
| In-person social connection in last month | |||||||
| Hug or kiss a family member (not partner) | |||||||
| Not at all | 519 (51.6) | 32.5 | 1 | 1 | 26.4 | 1 | 1 |
| Once or a few times | 196 (19.5) | 37.1 | 1.14 (0.91, 1.43) | 1.00 (0.81, 1.24) | 26.8 | 1.01 (0.77, 1.34) | 0.98 (0.75, 1.28) |
| 1–3 times a week | 84 (8.4) | 31 | 0.95 (0.67, 1.36) | 0.85 (0.60, 1.19) | 17.2 | 0.65 (0.40, 1.07) | 0.65 (0.40, 1.06) |
| Almost every day | 206 (20.5) | 24.9 | 0.77 (0.58, 1.00) | 0.74 (0.56, 0.97) | 17.1 | 0.65 (0.46, 0.90) | 0.72 (0.51, 1.02) |
| Missing | |||||||
| In-person visit with non-household member | |||||||
| Not at all | 499 (49.8) | 30.4 | 1 | 1 | 21.9 | 1 | 1 |
| Once or a few times | 353 (35.3) | 34.3 | 1.13 (0.93, 1.38) | 1.03 (0.84, 1.23) | 27.7 | 1.26 (1.00, 1.60) | 1.14 (0.91, 1.44) |
| 1–3 times a week | 110 (10.9) | 29.8 | 0.98 (0.71, 1.36) | 0.91 (0.67, 1.24) | 21.4 | 0.98 (0.66, 1.45) | 0.92 (0.63, 1.35) |
| Almost every day | 40 (4.0) | 28.5 | 0.94 (0.56, 1.58) | 0.79 (0.48, 1.31) | 20 | 0.91 (0.47, 1.76) | 0.86 (0.45, 1.63) |
| Missing | |||||||
| Remote social connection in last month | |||||||
| Send or receive a card or letter in the mail | |||||||
| Not at all | 614 (61.2) | 33.5 | 1 | 1 | 24.3 | 1 | 1 |
| Once or a few times | 322 (32.2) | 27.4 | 0.82 (0.66, 0.99) | 0.92 (0.79, 1.08) | 23 | 0.94 (0.74, 1.21) | 1.10 (0.86, 1.40) |
| 1–3 times a week | 52 (5.2) | 26.6 | 0.79 (0.50, 1.27) | 0.91 (0.65, 1.26) | 17.8 | 0.73 (0.40, 1.33) | 0.83, 0.46, 1.50) |
| Almost every day | 14 (1.4) | 70 | 2.09 (1.45, 3.00) | 1.57 (0.95, 2.59) | 45.8 | 1.88 (1.01, 3.50) | 2.49 (1.33, 4.65) |
| Missing | |||||||
| Video chat with friend/family member | |||||||
| Not at all | 328 (32.8) | 33.8 | 1 | 1 | 25 | 1 | 1 |
| Once or a few times | 321 (32.0) | 28.1 | 0.83 (0.66, 1.05) | 0.78 (0.62, 0.98) | 21.6 | 0.86 (0.65, 1.15) | 0.85, 0.64, 1.12) |
| 1–3 times a week | 239 (23.8) | 30.7 | 0.91 (0.71, 1.16) | 0.83 (0.65, 1.05) | 23.7 | 0.95 (0.71, 1.28) | 0.95 (0.71, 1.28) |
| Almost every day | 114 (11.4) | 38 | 1.12 (0.85, 1.49) | 1.02 (0.78, 1.35) | 27 | 1.08 (0.76, 1.55) | 1.12 (0.79, 1.59) |
| Missing | |||||||
| In-person sexual connection in last month | |||||||
| Hug or kiss romantic partner | |||||||
| Not at all | 333 (33.4) | 37.9 | 1 | 1 | 37.1 | 1 | 1 |
| Once or a few times | 179 (18.0) | 35.3 | 0.93 (0.73, 1.19) | 0.93 (0.73, 1.17) | 27.5 | 0.74 (0.56, 0.98) | 0.77 (0.58, 1.02) |
| 1–3 times a week | 116 (11.7) | 32.4 | 0.86 (0.63, 1.16) | 0.89 (0.65, 1.22) | 20.5 | 0.55 (0.38, 0.81) | 0.55 (0.37, 0.83) |
| Almost every day | 370 (37.0) | 23.9 | 0.63 (0.50, 0.80) | 0.69 (0.53, 0.90) | 11.3 | 0.31 (0.22, 0.42) | 0.33 (0.23, 0.48) |
| Missing | |||||||
| Partnered sexual activity2 | |||||||
| Not at all | 518 (53.0) | 32.7 | 1 | 1 | 29 | 1 | 1 |
| Once or a few times | 240 (24.5) | 32.9 | 1.01 (0.80, 1.26) | 0.99 (0.80, 1.23) | 24 | 0.83 (0.63, 1.08) | 0.85 (0.65, 1.10) |
| 1–3 times a week | 186 (19.0) | 30.4 | 0.93 (0.72, 1.20) | 0.95 (0.73, 1.24) | 14.8 | 0.51 (0.35, 0.74) | 0.55 (0.37, 0.81) |
| Almost every day | 34 (3.5) | 15.1 | 0.46 (0.20, 1.05) | 0.43 (0.19, 0.97) | 0 | *** | *** |
| Missing | |||||||
| Remote sexual connection in last month | |||||||
| Sex over phone, video chat, or texting3 | |||||||
| Not at all | 888 (90.9) | 30.7 | 1 | 1 | 22.2 | 1 | 1 |
| Once or a few times | 63 (6.4) | 45 | 1.47 (1.09, 1.97) | 1.13 (0.85, 1.51) | 42.4 | 1.91 (1.40, 2.61) | 1.55 (1.14, 2.10) |
| > 1–3 times a week | 26 (2.6) | 43 | 1.41 (0.87, 2.24) | 1.22 (0.79, 1.89) | 32.9 | 1.48 (0.84, 2.61) | 1.28 (0.75, 2.21) |
| Missing | |||||||
| Use a hookup or dating app3 | |||||||
| Not at all | 947 (94.3) | 30.7 | 1 | 1 | 22.8 | 1 | 1 |
| Once or a few times | 34 (3.4) | 39.5 | 1.29 (0.82, 2.01) | 0.89 (0.61, 1.29) | 26.5 | 1.16 (0.65, 2.06) | 0.76 (0.43, 1.34) |
| > 1–3 times a week | 23 (2.3) | 62.5 | 2.04 (1.47, 2.83) | 1.39 (0.85, 2.26) | 59.5 | 2.61 (1.83, 3.72) | 2.08 (1.49, 2.89) |
| Missing | |||||||
| Increased romantic relationship tension4 | |||||||
| No | 492 (66.3) | 16.8 | 1 | 1 | 10.7 | 1 | 1 |
| Yes | 250 (33.7) | 51.3 | 3.06 (2.42, 3.87) | 2.79 (2.19, 3.55) | 33.8 | 3.16 (2.32, 4.31) | 3.23 (2.37, 4.39) |
| Missing | |||||||
PR prevalence ratio, aPR adjusted prevalence ratio, CI confidence interval
1Covariates are age, gender, marital status, and income
2Partnered sexual activity defined as mutual masturbation, oral sex, or intercourse
3Few people reported sex over the phone, video chat, or texting (n = 3) and using hookup or dating app (n = 11) every day, so we combined this category with 1–3 times a week for the most frequent category
4Restricted to those who reported a romantic partner (weighted n = 746)
Fig. 1Associations between frequencies of social and sexual connections and outcomes of depressive symptoms (left panel) and loneliness (right panel) in 1010 American adults, April 10–20, 2020. Circles indicate adjusted prevalence ratios and bars indicate 95% confidence intervals
Adjusted log-binomial regression for the associations between frequency of social and sexual connections and outcomes of depression and loneliness, stratified by sexual relationship type (living with partner vs not living with partner)
| Exposure variables | Depressive symptoms | Loneliness | ||||||
|---|---|---|---|---|---|---|---|---|
| Live with a partner aPR1 (95%CI) | Do not live with a partner aPR1 (95% CI) | Wald value for interaction | Live with a partner aPR1 (95%CI) | Do not live with a partner aPR1 (95% CI) | Wald value for interaction | |||
| In-person social connection in last month | ||||||||
| Hug or kiss a family member (not partner) | ||||||||
| < 1–3 times a week | 1 | 1 | 1.76 | 0.2 | 1 | 1 | 0.26 | 0.6 |
| 1–3 times a week or more | 0.68 (0.50, 0.91) | 0.91 (0.66, 1.25) | 0.63 (0.41, 0.96) | 0.73 (0.50, 1.07) | ||||
| In-person visit with non-household member | ||||||||
| < 1–3 times a week | 1 | 1 | 0.14 | 0.7 | 1 | 1 | 0.20 | 0.6 |
| 1–3 times a week or more | 0.94 (0.65, 1.37) | 0.85 (0.59, 1.24) | 0.91 (0.53, 1.55) | 0.77 (0.51, 1.18) | ||||
| Remote social connection in last month | ||||||||
| Send or receive a card or letter in the mail | ||||||||
| < 1–3 times a week | 1 | 1 | 0.29 | 0.6 | 1 | 1 | 0.48 | 0.5 |
| 1–3 times a week or more | 1.23 (0.79, 1.91) | 1.47 (0.92. 2/34) | 1.39 (0.78, 2.48) | 1.00 (0.48, 2.07) | ||||
| Video chat with friend/family member | ||||||||
| < 1–3 times a week | 1 | 1 | 0.37 | 0.5 | 1 | 1 | 1.10 | 0.3 |
| 1–3 times a week or more | 1.05 (0.81, 1.36) | 0.93 (0.72, 1.21) | 0.94 (0.65, 1.36) | 1.20 (0.91, 1.58) | ||||
| In-person sexual connection in last month | ||||||||
| Hug or kiss romantic partner | ||||||||
| < 1–3 times a week | 1 | 1 | 1.86 | 0.2 | 1 | 1 | 0.45 | 0.5 |
| 1–3 times a week or more | 0.68 (0.52, 0.89) | 0.94 (0.64, 1.38) | 0.44 (0.31, 0.64) | 0.56 (0.32, 0.97) | ||||
| Partnered sexual activity2 | ||||||||
| < 1–3 times a week | 1 | 1 | 1.24 | 0.3 | 1 | 1 | 0.85 | 0.4 |
| 1–3 times a week or more | 0.81 (0.61, 1.08) | 1.12 (0.69, 1.82) | 0.48 (0.30, 0.76) | 0.71 (0.35, 1.43) | ||||
| Remote sexual connection in last month | ||||||||
| Sex over phone, video chat, or texting3 | ||||||||
| < 1–3 times a week | 1 | 1 | 1.49 | 0.2 | 1 | 1 | 1.76 | 0.2 |
| 1–3 times a week or more | 0.89 (0.38, 2.07) | 1.66 (0.97, 2.84) | 0.34 (0.04, 2.71) | 1.45 (0.85, 2.48) | ||||
| Use a hookup or dating app3 | ||||||||
| < 1–3 times a week | 1 | 1 | 0.01 | 0.9 | 1 | 1 | 0.24 | 0.6 |
| 1–3 times a week or more | 1.61 (0.88, 2.95) | 1.67 (1.13, 2.48) | 1.79 (0.71, 4.49) | 2.28 (1.62, 3.22) | ||||
| Increased romantic relationship tension4 | ||||||||
| No | 1 | 1 | 3.14 | 0.08 | 1 | 1 | 0.00 | 1.0 |
| Yes | 3.16 (2.39, 4.17) | 2.00 (1.30, 3.08) | 3.26 (2.23, 4.74) | 3.27 (1.95, 5.47) | ||||
aPR adjusted prevalence ratio, CI confidence interval
1Covariates are age, gender, and income. Marital status excluded because of overlapping definition with stratifying variable
2Partnered sexual activity defined as mutual masturbation, oral sex, or intercourse
3Few people reported sex over the phone, video chat, or texting (n = 3) and using hookup or dating app (n = 11) every day, so we combined this category with 1–3 times a week for the most frequent category
4Restricted to those who reported a romantic partner (weighted n = 746)