| Literature DB >> 33237961 |
Shun-Ichiro Asahara1,2, Hiroshi Miura2, Wataru Ogawa2, Yoshikazu Tamori1,2.
Abstract
The development of obesity is influenced by genetic and environmental factors and is associated with a variety of health problems. To gain insight into environmental factors that contribute to obesity, we analyzed the relation of personal or social background to obesity in men and women separately with the use of data from a community-based questionnaire survey of 5425 residents aged 20 to 64 years of Kobe, a representative large city in Japan. Obesity and normal weight were defined as a body mass index (BMI) of ≥25 and of ≥ 18.5 and < 25 kg/m2, respectively, according to the diagnostic criteria of the Japan Society for the Study of Obesity. The personal or social background factors examined included marital status, family structure, employment, household income, residence type, welfare enrollment, economic conditions of current life, educational level, extracurricular activity in school, living conditions at 15 years of age, and childhood adversity. We found that the prevalence of obesity was 27.2% and 10.6% in men and women, respectively. Among women, unmarried status, a low household income, welfare enrollment, difficult current economic conditions, a low educational level, and childhood adversity were associated with obesity, whereas none of the personal or social background factors examined were associated with obesity in men. Our results suggest that the development of obesity in women is strongly influenced by personal or social background, and such factors should be taken into consideration in the management of this condition in women.Entities:
Mesh:
Year: 2020 PMID: 33237961 PMCID: PMC7688126 DOI: 10.1371/journal.pone.0242105
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of study subjects.
| All | Men | Women | ||||
|---|---|---|---|---|---|---|
| Obese | Normal-weight | Obese | Normal-weight | Obese | Normal-weight | |
| N | 954 | 3867 | 620 | 1558 | 334 | 2309 |
| Age (Mean) | 45.0 ± 11.8 | 42.5 ± 12.5 | 44.8 ± 11.8 | 43.1 ± 12.9 | 45.3 ± 11.7 | 42.0 ± 12.1 |
| Age (Median) | 46 (36.0–55.0) | 43 (32.0–53.0) | 45 (36.0–55.0) | 43 (32.0–54.0) | 46 (37.0–55.0) | 43 (32.0–51.0) |
| BMI (Mean) | 27.8 ± 2.7 | 21.4 ± 1.7 | 27.7 ± 2.4 | 22.0 ± 1.7 | 28.0 ± 3.1 | 21.0 ± 1.7 |
| BMI (Median) | 27 (25.8–29.0) | 21.3 (20.0–22.8) | 27 (25.8–29.0) | 22 (20.7–23.5) | 27 (25.9–29.0) | 20.8 (19.7–22.2) |
Regarding age and BMI, data are presented as means ± SD and medians (25%–75% range).
Sex-specific difference in personal or social background between obese and normal-weight subjects.
| Variables | Men | Women | ||||
|---|---|---|---|---|---|---|
| Normal-weight | Obese | Normal-weight | Obese | |||
| 20 ~ | 294 (18.9) | 80 (12.9) | 0.001 | 462 (20.0) | 42 (12.6) | < 0.001 |
| 30 ~ | 349 (22.4) | 126 (20.3) | 530 (23.0) | 68 (20.4) | ||
| 40 ~ | 382 (24.5) | 179 (28.9) | 630 (27.3) | 89 (26.6) | ||
| 50 ~ | 315 (20.2) | 154 (24.8) | 491 (21.3) | 96 (28.7) | ||
| 60 ~ | 218 (14.0) | 81 (13.1) | 196 (8.4) | 39 (11.7) | ||
| Married | 1030 (66.2) | 408 (65.9) | 0.734 | 1513 (65.8) | 206 (62.2) | 0.397 |
| Bereavement/divorce | 71 (4.6) | 33 (5.3) | 193 (8.4) | 32 (9.7) | ||
| Unmarried | 444 (28.6) | 172 (27.8) | 579 (25.2) | 89 (26.9) | ||
| Others | 10 (0.6) | 6 (1.0) | 14 (0.6) | 4 (1.2) | ||
| 1 | 204 (13.2) | 81 (13.1) | 0.969 | 234 (10.1) | 41 (12.3) | 0.397 |
| 2 | 349 (22.4) | 142 (22.9) | 539 (23.4) | 81 (24.3) | ||
| ≥3 | 1002 (64.4) | 396 (64.0) | 1533 (66.5) | 211 (63.4) | ||
| Employed | 1398 (90.1) | 562 (90.6) | 0.687 | 1757 (76.2) | 237 (71.0) | 0.038 |
| Unemployed | 154 (9.9) | 58 (9.4) | 549 (23.8) | 97 (29.0) | ||
| High | 769 (51.1) | 294 (49.8) | 0.617 | 1005 (46.8) | 116 (38.2) | 0.001 |
| Medium | 598 (39.7) | 247 (41.9) | 934 (43.5) | 140 (46.1) | ||
| Low | 138 (9.2) | 49 (8.3) | 209 (9.7) | 48 (15.7) | ||
| Owned house | 1100 (70.9) | 437 (70.8) | 0.759 | 1630 (71.0) | 236 (71.5) | 0.791 |
| Rental house | 384 (24.8) | 149 (24.2) | 583 (25.4) | 80 (24.3) | ||
| Others | 67 (4.3) | 31 (5.0) | 83 (3.6) | 14 (4.2) | ||
| No | 1525 (98.0) | 606 (97.7) | 0.694 | 2280 (98.7) | 313 (93.7) | < 0.001 |
| Yes | 31 (2.0) | 14 (2.3) | 29 (1.3) | 21 (6.3) | ||
| Wealthy | 223 (14.3) | 84 (13.6) | 0.424 | 363 (15.8) | 39 (11.7) | < 0.001 |
| Ordinary | 810 (52.3) | 309 (50.1) | 1226 (53.5) | 142 (42.8) | ||
| Difficult | 517 (33.4) | 224 (36.3) | 704 (30.7) | 151 (45.5) | ||
| High | 886 (57.5) | 329 (53.1) | 0.085 | 910 (39.5) | 82 (24.7) | < 0.001 |
| Low | 655 (42.5) | 291 (46.9) | 1393 (60.5) | 250 (75.3) | ||
| None | 114 (7.4) | 52 (8.4) | 0.094 | 133 (5.8) | 25 (7.6) | 0.031 |
| Cultural clubs only | 104 (6.8) | 59 (9.6) | 592 (25.8) | 103 (31.6) | ||
| Athletic clubs only | 1093 (70.9) | 423 (68.7) | 1046 (45.6) | 124 (38.0) | ||
| Both cultural and athletic clubs | 230 (14.9) | 82 (13.3) | 524 (22.8) | 75 (22.8) | ||
| Upper | 35 (2.3) | 12 (1.9) | 0.222 | 61 (2.7) | 10 (3.1) | < 0.001 |
| Middle | 1447 (93.6) | 570 (92.3) | 2137 (92.8) | 285 (87.2) | ||
| Low | 64 (4.1) | 36 (5.8) | 104 (4.5) | 32 (9.7) | ||
| Not experienced | 1085 (69.6) | 406 (65.5) | 0.06 | 1530 (66.3) | 187 (56.0) | < 0.001 |
| Experienced | 473 (30.4) | 214 (34.5) | 779 (33.7) | 147 (44.0) | ||
Data are presented as a number (%).
P values were calculated using the chi-squared test for categorical variables.
Personal or social background factors associated with obesity.
| Variables | Men | Women | ||||||
|---|---|---|---|---|---|---|---|---|
| Crude | 95% CI | Adjusted | 95% CI | Crude | 95% CI | Adjusted | 95% CI | |
| 20 ~ | 1 | 1.00 | 1 | 1.00 | ||||
| 30 ~ | 1.33 | (0.96−1.83) | 1.36 | (0.85–2.18) | 1.41 | (0.94−2.12) | 0.95 | (0.52–1.74) |
| 40 ~ | 1.72 | (1.27−2.34) | 1.81 | (0.85–3.84) | 1.55 | (1.06−2.29) | 0.67 | (0.26–1.71) |
| 50 ~ | 1.8 | (1.31−2.46) | 1.93 | (0.66–5.68) | 2.15 | (1.47−3.16) | 0.60 | (0.16–2.30) |
| 60 ~ | 1.37 | (0.96−1.95) | 1.49 | (0.40–5.63) | 2.19 | (1.37−3.49) | 0.48 | (0.09–2.52) |
| Married | 1 | 1 | 1 | 1 | ||||
| Bereavement/divorce | 1.17 | (0.76−1.80) | 1.12 | (0.73−1.72) | 1.22 | (0.82−1.82) | 0.8 | (0.52−1.24) |
| Unmarried | 0.98 | (0.79−1.21) | 1.16 | (0.91−1.47) | 1.13 | (0.87−1.47) | 1.65 | (1.21−2.25) |
| Others | 1.52 | (0.55−4.20) | 1.62 | (0.58−4.50) | 2.1 | (0.68−6.44) | 1.68 | (0.52−5.48) |
| 1 | 1 | 1 | 1 | 1 | ||||
| 2 | 0.86 | (0.57−1.29) | 0.86 | (0.56−1.31) | 0.86 | (0.57−1.29) | 0.85 | (0.55−1.30) |
| ≥3 | 0.79 | (0.55−1.13) | 0.89 | (0.61−1.31) | 0.79 | (0.55−1.13) | 0.89 | (0.61−1.32) |
| Employed | 1 | 1 | 1 | 1 | ||||
| Unemployed | 0.94 | (0.68−1.29) | 0.98 | (0.71−1.35) | 1.31 | (1.02−1.69) | 1.17 | (0.90−1.52) |
| High | 1 | 1 | 1 | 1 | ||||
| Medium | 1.08 | (0.88−1.32) | 1.11 | (0.91−1.36) | 1.3 | (1.00−1.69) | 1.24 | (0.96−1.62) |
| Low | 0.93 | (0.65−1.32) | 0.94 | (0.66−1.33) | 1.99 | (1.38−2.88) | 1.53 | (1.03−2.28) |
| Owned house | 1 | 1 | 1 | 1 | ||||
| Rental house | 0.98 | (0.78−1.22) | 1.05 | (0.84−1.31) | 0.95 | (0.72−1.24) | 0.94 | (0.70−1.26) |
| Others | 1.17 | (0.75−1.81) | 1.26 | (0.81−1.97) | 1.17 | (0.65−2.09) | 1.22 | (0.67−2.25) |
| No | 1 | 1 | 1 | 1 | ||||
| Yes | 1.14 | (0.60−2.15) | 1.12 | (0.59−2.11) | 5.28 | (2.97−9.36) | 4.62 | (2.58−8.27) |
| Wealthy | 1 | 1 | 1 | 1 | ||||
| Ordinary | 1.01 | (0.76−1.34) | 1.02 | (0.77−1.36) | 1.08 | (0.74−1.57) | 1.05 | (0.72−1.53) |
| Difficult | 1.15 | (0.86−1.55) | 1.15 | (0.85−1.54) | 2 | (1.37−2.90) | 1.67 | (1.14−2.45) |
| High | 1 | 1 | 1 | 1 | ||||
| Low | 1.18 | (0.98−1.42) | 1.16 | (0.96−1.40) | 1.99 | (1.53−2.59) | 1.69 | (1.29−2.22) |
| None | 1 | 1 | 1 | 1 | ||||
| Cultural clubs only | 1.24 | (0.79−1.97) | 1.24 | (0.79−1.97) | 0.93 | (0.58−1.49) | 1.19 | (0.73−1.96) |
| Athletic clubs only | 0.85 | (0.60−1.20) | 0.89 | (0.62−1.25) | 0.63 | (0.40−1.01) | 0.78 | (0.48−1.28) |
| Both cultural and athletic clubs | 0.78 | (0.52−1.18) | 0.8 | (0.53−1.20) | 0.76 | (0.47−1.24) | 0.96 | (0.58−1.60) |
| Upper | 1 | 1 | 1 | 1 | ||||
| Middle | 1.15 | (0.59−2.23) | 1.13 | (0.58−2.19) | 0.81 | (0.41−1.61) | 0.71 | (0.36−1.41) |
| Low | 1.64 | (0.76−3.55) | 1.57 | (0.72−3.40) | 1.88 | (0.86−4.08) | 1.25 | (0.56−2.79) |
| Not experienced | 1 | 1 | 1 | 1 | ||||
| Experienced | 1.21 | (0.99−1.47) | 1.19 | (0.98−1.45) | 1.54 | (1.22−1.95) | 1.35 | (1.07−1.72) |
CI, confidence interval; OR, odds ratio.
The results of a binomial logistic regression analysis are shown.
Adjusted OR: Odds ratio adjusted for age in men, and for age, welfare enrollment and educational level in women.
*P < 0.05
**P < 0.01.
Factors regarding childhood adversity associated with adulthood obesity in women.
| Variables | Crude OR | 95% CI | Adjusted OR | 95% CI |
|---|---|---|---|---|
| Not Experienced | 1 | 1 | ||
| Experienced | 1.38 | (1.06−1.81) | 1.24 | (0.94−1.64) |
| Not Experienced | 1 | 1 | ||
| Experienced | 1.67 | (1.22−2.29) | 1.59 | (1.15−2.20) |
| Not Experienced | 1 | 1 | ||
| Experienced | 1.48 | (1.10−1.99) | 1.24 | (0.91−1.68) |
CI, confidence interval; OR, odds ratio.
The results of a binomial logistic regression analysis are shown.
Adjusted OR: Odds ratio adjusted for age, welfare enrollment, educational level and maltreatment.
*P < 0.05
**P < 0.01.