| Literature DB >> 33921006 |
Supa Pengpid1,2, Karl Peltzer3.
Abstract
This study aimed to estimate the prevalence and correlates of overweight and obesity among adults in Iraq. Data from a 2015 nationally representative cross-sectional survey of 3916 persons 18 years or older (M (median) age = 40 years, IQR (interquartile range) age = 29-52 years; men: M = 41 years, IQR = 29-54 years; women: M = 40 years, IQR = 30-51 years) who responded to a questionnaire, and physical and biochemical measures were analysed. Multinomial logistic regression was utilised to predict the determinants of overweight and obesity relative to under or normal weight. The results indicate that 3.6% of the participants were underweight (body mass index (BMI) <18.5 kg/m2), 30.8% had normal weight (BMI 18.5-24.9 kg/m2), 31.8% were overweight (25.0-29.9 kg/m2), and 33.9% had obesity (BMI ≥30.0 kg/m2). In the adjusted multinomial logistic regression, being aged 40-49 years (compared to 18-39 years old) (adjusted relative risk ratio (ARRR): 4.47, confidence interval (CI): 3.39-5.91), living in an urban residence (ARRR: 1.28, CI: 1.14-2.18), and having hypertension (ARRR: 3.13, CI: 2.36-4.17) were positively associated with obesity. Being male (ARRR: 0.47, CI: 0.33-0.68), having more than primary education (ARRR: 0.69, CI: 0.50-0.94), and having a larger household size (five members or more) (ARRR: 0.45, CI: 0.33-0.60) were negatively associated with obesity. Approximately two in three adult participants were overweight/obese, and sociodemographic and health risk factors were found that can be utilised in targeting interventions.Entities:
Keywords: adulthood; health behaviour; health status; obesity; overweight
Year: 2021 PMID: 33921006 PMCID: PMC8071354 DOI: 10.3390/ijerph18084198
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Sample and bodyweight classification by sociodemographic and health variables among adults in Iraq, 2015.
| Variable (#Missing Values) | Sample | Underweight | Normal Weight | Overweight | Obesity | |
|---|---|---|---|---|---|---|
| All | 3916 | 87 (3.6) | 912 (30.8) | 1279 (31.8) | 1638 (33.9) | |
| Age in years (#10) | <0.001 | |||||
| 18−29 | 956 (44.4) | 55 (6.9) | 395 (46.8) | 286 (27.6) | 220 (18.7) | |
| 30−44 | 1389 (26.6) | 17 (1.1) | 255 (19.8) | 485 (37.2) | 632 (41.8) | |
| 45−59 | 927 (18.5) | 7 (0.7) | 122 (12.8) | 299 (33.3) | 499 (53.2) | |
| 60−69 | 634 (10.5) | 8 (1.1) | 138 (22.3) | 208 (33.2) | 280 (43.3) | |
| Sex (#0) | <0.001 | |||||
| Female | 2318 (59.2) | 35 (2.2) | 445 (24.5) | 705 (30.3) | 1133 (43.0) | |
| Male | 1598 (40.8) | 52 (4.8) | 467 (36.2) | 574 (33.1) | 505 (25.9) | |
| Education (#22) | <0.001 | |||||
| <Primary | 1683 (37.2) | 28 (2.4) | 367 (26.8) | 500 (29.9) | 788 (41.0) | |
| Primary | 989 (24.4) | 20 (2.9) | 219 (30.1) | 349 (33.6) | 401 (33.4) | |
| >Primary | 1222 (38.4) | 39 (5.3) | 321 (35.2) | 421 (32.2) | 441 (27.2) | |
| Adult household members (#5) | <0.001 | |||||
| 1−2 | 1390 (17.3) | 20 (1.5) | 268 (20.7) | 460 (34.4) | 642 (43.4) | |
| 3−4 | 1355 (31.2) | 28 (3.3) | 321 (28.8) | 445 (32.4) | 561 (35.6) | |
| ≥5 | 1166 (51.5) | 39 (4.6) | 323 (35.4) | 372 (30.5) | 432 (29.6) | |
| Residence (#0) | 0.022 | |||||
| Rural | 832 (23.7) | 19 (3.7) | 248 (37.0) | 244 (28.9) | 321 (30.4) | |
| Urban | 3084 (76.3) | 68 (3.6) | 664 (28.8) | 1035 (32.7) | 1317 (34.9) | |
| Fruit and vegetable consumption (#18) | 0.636 | |||||
| ≥5 servings | 870 (20.9) | 22 (3.5) | 187 (28.9) | 295 (32.3) | 366 (35.3) | |
| <5 servings | 3028 (79.1) | 65 (3.7) | 720 (31.2) | 979 (31.6) | 1264 (33.5) | |
| Meals outside home (#92) | 0.005 | |||||
| 0 | 2232 (52.7) | 51 (3.7) | 501 (29.5) | 717 (31.0) | 963 (35.8) | |
| 1 | 778 (20.3) | 16 (4.0) | 172 (27.2) | 268 (34.7) | 322 (34.1) | |
| ≥2 | 814 (27.0) | 20 (3.5) | 228 (37.0) | 257 (30.7) | 309 (28.8) | |
| Physical activity (#3) | <0.001 | |||||
| Low | 2174 (52.2) | 50 (3.3) | 463 (28.0) | 671 (30.2) | 990 (38.5) | |
| Moderate | 906 (22.6) | 15 (3.2) | 214 (28.0) | 304 (33.7) | 373 (35.1) | |
| High | 833 (25.2) | 22 (4.7) | 234 (38.9) | 304 (33.4) | 273 (23.0) | |
| Sedentary behaviour (#42) | 0.093 | |||||
| <8 h/day | 2753 (73.0) | 58 (3.4) | 671 (32.1) | 902 (31.6) | 1122 (32.9) | |
| ≥8 h/day | 1121 (27.0) | 27 (4.1) | 230 (26.6) | 359 (32.3) | 505 (37.1) | |
| Smoking status (#0) | <0.001 | |||||
| Never | 2946 (71.3) | 58 (3.7) | 642 (29.6) | 942 (30.7) | 1304 (36.0) | |
| Past | 318 (7.4) | 4 (0.8) | 70 (24.7) | 103 (33.8) | 141 (40.6) | |
| Current | 652 (21.3) | 25 (4.5) | 200 (36.8) | 234 (34.5) | 193 (24.3) | |
| Passive smoking (#8) | 0.025 | |||||
| No | 1740 (39.4) | 27 (2.6) | 388 (29.5) | 571 (30.3) | 754 (37.6) | |
| Yes | 2168 (60.6) | 59 (4.2) | 520 (31.4) | 708 (32.8) | 881 (31.5) | |
| Ever used alcohol (#2) | 0.058 | |||||
| No | 3820 (97.6) | 86 (3.7) | 891 (30.8) | 1239 (31.4) | 1604 (34.0) | |
| Yes | 94 (2.4) | 1 (0.5) | 20 (25.9) | 40 (46.4) | 33 (27.2) | |
| Hypertension (#27) | <0.001 | |||||
| No | 2183 (63.8) | 76 (2.9) | 661 (30.3) | 733 (31.3) | 713 (35.5) | |
| Yes | 1706 (36.2) | 11 (0.2) | 246 (11.8) | 536 (33.0) | 913 (55.0) | |
| Type 2 diabetes (#204) | <0.001 | |||||
| No | 3116 (86.0) | 74 (1.6) | 761 (21.9) | 1022 (32.9) | 1259 (43.6) | |
| Yes | 596 (14.0) | 6 (1.7) | 108 (17.4) | 188 (28.8) | 294 (52.1) | |
| Heart attack or stroke (#5) | <0.001 | |||||
| No | 3670 (95.5) | 84 (3.7) | 875 (31.6) | 1191 (31.4) | 1520 (33.3) | |
| Yes | 241 (4.5) | 2 (0.7) | 37 (13.3) | 86 (39.3) | 116 (46.8) |
Body weight classification by age group and sex among adults in Iraq, 2015.
| Variable | General Weight Status (Body Mass Index) | Central Obesity | ||||
|---|---|---|---|---|---|---|
| Underweight | Normal Weight | Overweight | Obesity | |||
| % | % | % | % | % | ||
| Age in years, female | <0.001 | |||||
| 18−29 | 4.6 | 40.2 | 31.2 | 24 | 44.3 | |
| 30−44 | 0.6 | 16.5 | 32 | 50.9 | 80.6 | |
| 45−59 | 0.7 | 8.4 | 26.6 | 64.2 | 91.8 | |
| 60−69 | 0.8 | 19.2 | 29.2 | 50.8 | 86.9 | |
| Age in years, male | <0.001 | |||||
| 18−29 | 8.5 | 51.5 | 25 | 15 | 15.5 | |
| 30−44 | 1.6 | 23.2 | 42.5 | 32.7 | 38.4 | |
| 45−59 | 0.7 | 17.4 | 40.5 | 41.4 | 56.4 | |
| 60−69 | 1.4 | 25.3 | 37 | 36.3 | 56.1 | |
Multivariable multinomial logistic regression with overweight and obesity (with under or normal weight as reference category).
| Variable | Overweight | Obesity | ||
|---|---|---|---|---|
| Adjusted RRR (95% CI) a | Adjusted RRR (95% CI) a | |||
| Age in years | ||||
| 18−39 | 1 (Reference) | 1 (Reference) | ||
| 40−49 | 2.66 (1.98, 3.57) | <0.001 | 4.47 (3.39, 5.91) | <0.001 |
| ≥50 | 1.20 (0.81, 1.80) | 0.362 | 1.41 (0.90, 2.21) | 0.131 |
| Sex | ||||
| Female | 1 (Reference) | 1 (Reference) | ||
| Male | 0.73 (0.53, 1.00) | 0.051 | 0.47 (0.33, 0.68) | <0.001 |
| Education | ||||
| <Primary | 1 (Reference) | 1 (Reference) | ||
| Primary | 1.04 (0.75, 1.45) | 0.79 | 0.87 (0.63, 1.19) | 0.372 |
| >Primary | 0.96 (0.71, 1.29) | 0.77 | 0.69 (0.50, 0.94) | 0.02 |
| Adult household members | ||||
| 1−2 | 1 (Reference) | 1 (Reference) | ||
| 3−4 | 0.62 (0.45, 0.83) | 0.002 | 0.48 (0.35, 0.65) | <0.001 |
| ≥5 | 0.57 (0.43, 0.74) | <0.001 | 0.45 (0.33, 0.60) | <0.001 |
| Residence | ||||
| Rural | 1 (Reference) | 1 (Reference) | ||
| Urban | 1.45 (1.08, 1.95) | 0.014 | 1.58 (1.14, 2.18) | 0.006 |
| Meals outside home | ||||
| 0 | 1 (Reference) | 1 (Reference) | ||
| 1 | 1.28 (0.94, 1.76) | 0.118 | 1.30 (0.92, 1.85) | 0.14 |
| ≥2 | 1.01 (0.71, 1.44) | 0.938 | 1.29 (0.88, 1.90) | 0.194 |
| Physical activity | ||||
| Low | 1 (Reference) | 1 (Reference) | ||
| Moderate | 1.10 (0.81, 1.49) | 0.533 | 1.03 (0.76, 1.40) | 0.852 |
| High | 0.96 (0.69, 1.32) | 0.784 | 0.72 (0.50, 1.04) | 0.082 |
| Smoking status | ||||
| Never | 1 (Reference) | 1 (Reference) | ||
| Past | 1.13 (0.62, 2.05) | 0.691 | 1.23 (0.75, 2.02) | 0.406 |
| Current | 1.00 (0.71, 1.39) | 0.991 | 0.72 (0.48, 1.08) | 0.11 |
| Passive smoking | ||||
| No | 1 (Reference) | 1 (Reference) | ||
| Yes | 1.07 (0.83, 1.39) | 0.595 | 0.99 (0.73, 1.33) | 0.944 |
| Hypertensive | ||||
| No | 1 (Reference) | 1 (Reference) | ||
| Yes | 2.18 (1.62, 2.94) | <0.001 | 3.13 (2.36, 4.17) | <0.001 |
| Type 2 diabetes | ||||
| No | 1 (Reference) | 1 (Reference) | ||
| Yes | 1.07 (0.72, 1.60) | 0.73 | 1.18 (0.77, 1.81) | 0.446 |
| Heart attack or stroke | ||||
| No | 1 (Reference) | 1 (Reference) | ||
| Yes | 1.49 (0.86, 2.59) | 0.154 | 1.40 (0.83, 2.35) | 0.204 |
RRR = relative risk ratio; CI = confidence interval. a Adjusted for all variables in this table.