| Literature DB >> 35773790 |
Jaime P Almandoz1, Luyu Xie2,3, Jeffrey N Schellinger1, M Sunil Mathew2,3, Elisa Morales Marroquin2,3, Natia Murvelashvili1, Shreeya Khatiwada2,3, Sachin Kukreja4, Carrie McAdams5, Sarah E Messiah2,3.
Abstract
OBJECTIVE: The aim of this study was to examine the relationships between body weight changes, health behaviors, and mental health in adults with obesity during the second year of the COVID-19 pandemic.Entities:
Mesh:
Year: 2022 PMID: 35773790 PMCID: PMC9349662 DOI: 10.1002/oby.23501
Source DB: PubMed Journal: Obesity (Silver Spring) ISSN: 1930-7381 Impact factor: 9.298
Patient descriptive and weight characteristics
| Variables | Total ( |
|---|---|
| Male, | 66 (17.4) |
| Age (y), mean (SD) | 52.5 (12.9) |
| Race, | |
| Non‐Hispanic White | 185 (49.7) |
| Non‐Hispanic Black | 96 (25.8) |
| Hispanic | 70 (18.8) |
| Other | 21 (5.7) |
| Education, | |
| Some high school | 3 (0.8) |
| High school graduate | 33 (8.7) |
| Some college or technical school | 124 (32.7) |
| College graduate | 219 (57.8) |
| Employment status | |
| Employed for wages | 216 (57.1) |
| Self‐employed | 15 (4.0) |
| Retired | 86 (22.8) |
| Unemployed/other | 61 (16.1) |
| Annual household income, | |
| <$25,000 | 41 (10.7) |
| $25,000–49,999 | 76 (20.1) |
| $50,000–74,999 | 77 (20.4) |
| ≥$75,000 | 184 (48.7) |
| Financial difficulties, | 128 (40.0) |
| Work from home | 116 (28.7) |
| Completely | 86 (74.1) |
| 3–4 d/wk | 15 (12.9) |
| 1–2 d/wk | 15 (12.9) |
| Insurance, | |
| Private insurance | 243 (64.9) |
| Government | 109 (29.1) |
| Other | 22 (5.9) |
| COVID‐19 vaccine, | 282 (69.8) |
| Received first dose only | 7 (2.5) |
| Received two doses | 275 (97.5) |
| Current BMI, mean (SD) | 43.3 (7.7) |
| 30–34.9, | 24 (5.9) |
| 35–39.9, | 87 (21.5) |
| ≥40, | 293 (72.5) |
| Difficulties with weight management, | 265 (79.8) |
| Absolute weight change since pandemic (lb), mean (SD) | +4.2 (38.6) |
| Percent weight change since pandemic (%), mean (SD) | +4.3 (26.0) |
| Weight change since pandemic by % group | |
| ≤ −10%, | 35 (8.7) |
| −9.99% to −4.99%, | 44 (10.9) |
| −5% to 4.99%, | 207 (51.2) |
| +5% to 9.99%, | 59 (14.6) |
| ≥ +10%, | 59 (14.6) |
Total body weight change was computed by (Current Weight − Weight in March 2020) × 100/Weight in March 2020.
FIGURE 1Waterfall plot of absolute and percent weight change during COVID‐19 pandemic. Each bar represents one patient.
FIGURE 2(A) Relationship between BMI and absolute weight gain in people who gained ≥ 5% body weight. (B) Relationship between BMI and absolute weight loss in people who lost ≥ 5% body weight.
Change in health behaviors and mental health by body weight change groups
| Body weight change groups, | |||||
|---|---|---|---|---|---|
| Total | Weight loss ≥ 5% ( | Weight stability ( | Weight gain ≥ 5% ( |
| |
| Age | |||||
| Mean (SD), y | 52.6 (12.9) | 51.4 (11.7) | 53.1 (13.4) | 52.2 (12.9) | 0.580 |
| Gender | |||||
| Male | 66 (17.4) | 17 (22.1) | 27 (14.6) | 22 (18.8) | 0.140 |
| Female | 313 (82.6) | 60 (77.9) | 158 (85.4) | 95 (81.2) | |
| Race | |||||
| NHW | 185 (49.7) | 31 (41.3) | 89 (49.7) | 65 (55.1) | 0.166 |
| NHB | 96 (25.8) | 22 (29.3) | 49 (27.4) | 25 (21.2) | |
| Hispanic | 70 (18.8) | 15 (20.0) | 36 (20.1) | 19 (16.1) | |
| Other | 21 (5.7) | 7 (9.3) | 5 (2.8) | 9 (7.6) | |
| Weight‐loss goal | |||||
| Easier to achieve | 32 (9.7) | 24 (31.2) | 7 (5.1) | 1 (0.9) | <0.001 |
| Not affected | 47 (14.2) | 20 (26.0) | 23 (16.8) | 4 (3.4) | |
| Harder to achieve | 252 (76.1) | 33 (42.9) | 107 (78.1) | 112 (95.7) | |
| Stress | |||||
| Less | 27 (8.2) | 15 (19.2) | 9 (6.8) | 3 (2.6) | <0.001 |
| Unchanged | 30 (9.1) | 11 (14.1) | 12 (9.0) | 7 (6.0) | |
| More | 271 (82.6) | 52 (66.7) | 112 (84.2) | 107 (91.5) | |
| Anxiety | |||||
| Less | 19 (5.9) | 10 (13.0) | 7 (5.3) | 2 (1.8) | 0.018 |
| Unchanged | 50 (15.5) | 13 (16.9) | 22 (16.8) | 15 (13.2) | |
| More | 253 (78.6) | 54 (70.1) | 102 (77.9) | 97 (85.1) | |
| Depression | |||||
| Less | 18 (6.0) | 5 (7.1) | 13 (10.7) | 0 (0) | <0.001 |
| Unchanged | 99 (33.1) | 32 (45.7) | 41 (33.6) | 26 (24.3) | |
| More | 182 (60.9) | 33 (47.1) | 68 (55.7) | 81 (75.7) | |
| Sleep | |||||
| Less | 146 (44.7) | 23 (30.3) | 70 (51.9) | 53 (45.7) | 0.018 |
| Unchanged | 81 (24.8) | 25 (32.9) | 33 (24.4) | 23 (19.8) | |
| More | 100 (30.6) | 28 (36.8) | 32 (23.7) | 40 (34.5) | |
| Healthy eating | |||||
| Less | 131 (39.9) | 19 (24.1) | 53 (39.9) | 59 (50.9) | <0.001 |
| Unchanged | 62 (18.7) | 5 (6.3) | 35 (26.3) | 22 (18.9)*, | |
| More | 135 (41.2) | 55 (69.6) | 45 (33.8) | 35 (30.2) | |
| Eat more home‐cooked meals | |||||
| Yes | 206 (51.0) | 59 (74.7) | 87 (42.0) | 60 (50.9) | <0.001 |
| No | 198 (49.0) | 20 (25.3) | 120 (58.0) | 58 (49.2) | |
| Eat more takeout/delivered food | |||||
| Yes | 137 (33.9) | 14 (17.7) | 53 (25.6) | 70 (59.3) | <0.001 |
| No | 267 (66.1) | 65 (82.3) | 154 (74.4) | 48 (40.7) | |
| Comfort food | |||||
| Less | 54 (16.4) | 33 (42.3) | 16 (11.9) | 5 (4.3) | <0.001 |
| Unchanged | 63 (19.2) | 19 (24.4) | 32 (23.7) | 12 (10.3) | |
| More | 212 (64.4) | 26 (33.3) | 87 (4.4) | 99 (85.3) | |
| Fast food | |||||
| Less | 117 (36.0) | 47 (61.0) | 47 (61.0) | 23 (19.8) | <0.001 |
| Unchanged | 69 (21.2) | 16 (20.8) | 33 (25.0) | 20 (17.2) | |
| More | 139 (42.8) | 14 (18.2) | 52 (39.4) | 73 (62.9) | |
| Overeating | |||||
| Less | 78 (24.4) | 44 (58.7) | 23 (17.6) | 11 (9.7) | <0.001 |
| Unchanged | 60 (18.8) | 15 (20.0) | 33 (25.2) | 12 (10.5) | |
| More | 182 (56.9) | 16 (21.3) | 75 (57.3) | 91 (79.8) | |
| Binge eating | |||||
| Less | 65 (23.8) | 38 (56.7) | 16 (14.7) | 11 (11.3) | <0.001 |
| Unchanged | 82 (30.0) | 15 (22.4) | 45 (41.2) | 22 (22.7) | |
| More | 126 (46.2) | 14 (20.9) | 48 (44.0) | 64 (66.0) | |
| Exercise time | |||||
| Decreased | 170 (51.1) | 29 (36.7) | 72 (52.9) | 69 (58.5) | <0.001 |
| Unchanged | 40 (12.0) | 9 (11.4) | 19 (14.0) | 12 (10.2) | |
| Increased | 59 (17.7) | 33 (41.8) | 19 (14.0) | 7 (5.9) | |
| Do not exercise | 64 (19.2) | 8 (10.1) | 26 (19.1) | 30 (25.4) | |
p < 0.05 for weight loss vs. weight gain.
p < 0.05 for weight loss vs. weight stability.
p < 0.05 for weight gain vs. weight stability.
N missing = 73.
N missing = 72.
N missing = 71.
N missing = 74.
N missing = 77.
ANOVA for continuous variables and χ2 test or Fisher exact test for categorical variables.
Crude and adjusted odds ratio for weight gain ≥ 5% vs. weight change < 5% by health behaviors and mental health status
| Variable | Crude odds (95% CI) |
| Adjusted odds (95% CI) |
|
|---|---|---|---|---|
| Weight‐loss goal | ||||
| Easier to achieve | 0.35 (0.04‐3.26) | 0.354 | 0.37 (0.04‐3.60) | 0.393 |
| Not affected | 1.0 (ref) | — | 1.0 (ref) | — |
| Harder to achieve |
|
|
|
|
| Exercise time | ||||
| Decreased | 1.59 (0.76‐3.35) | 0.218 | 1.81 (0.84‐3.92) | 0.132 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| Increased |
|
| 0.35 (0.12‐1.01) | 0.053 |
| Do not exercise | 2.06 (0.89‐4.75) | 0.090 | 4.04 (0.94‐17.42) | 0.073 |
| Sleep | ||||
| Less | 1.44 (0.80‐2.59) | 0.228 | 1.54 (0.82‐2.87) | 0.178 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| More | 1.68 (0.90‐3.15) | 0.105 | 1.89 (0.98‐3.66) | 0.059 |
| Stress | ||||
| Less | 0.41 (0.10‐1.78) | 0.631 | 0.44 (0.10‐1.97) | 0.948 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| More | 2.14 (0.89‐5.17) | 0.089 | 2.29 (0.91‐5.75) | 0.079 |
| Anxiety | ||||
| Less | 0.28 (0.05‐1.34) | 0.110 | 0.24 (0.05‐1.22) | 0.085 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| More | 2.36 (0.97‐5.75) | 0.266 | 1.35 (0.67‐2.72) | 0.395 |
| Depression | ||||
| Less | — | 0.965 | — | 0.884 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| More |
|
|
|
|
| More home‐cooked meals | ||||
| Yes | 0.99 (0.65‐1.52) | 0.971 | 0.86 (0.54‐1.36) | 0.509 |
| No | 1.0 (ref) | — | 1.0 (ref) | — |
| More takeout/delivery food | ||||
| Yes |
|
|
|
|
| No | 1.0 (ref) | — | 1.0 (ref) | — |
| Comfort food | ||||
| Less | 0.43 (0.14‐1.32) | 0.142 | 0.44 (0.14‐1.38) | 0.159 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| More |
|
|
|
|
| Fast food | ||||
| Less | 0.60 (0.30‐1.20) | 0.147 | 0.65 (0.32‐1.33) | 0.018 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| More |
|
|
|
|
| Healthy eating | ||||
| Less | 1.49 (0.80‐2.78) | 0.210 | 1.67 (0.87‐3.22) | 0.124 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| More | 0.64 (0.33‐1.21) | 0.171 | 0.66 (0.34‐1.29) | 0.227 |
| Overeating | ||||
| Less | 0.66 (0.27‐1.61) | 0.359 | 0.44 (0.16‐1.23) | 0.118 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| More |
|
|
|
|
| Binge eating | ||||
| Less | 0.56 (0.25‐1.25) | 0.156 | 0.59 (0.25‐1.40) | 0.229 |
| Unchanged | 1.0 (ref) | — | 1.0 (ref) | — |
| More |
|
|
|
|
Note: Bolding indicates statistically significant (p < 0.05).
Crude logistic regression for each health behavior and mental health predictor.
Separate models for each health behavior and mental health predictor adjusting for age, gender, race/ethnicity, and education level.
Not enough sample size to compute odds ratios.