Background
Methods
Study design and participants
Demographics and questionnaire-based variables
Anthropometric and physical measurements
Statistical analysis
Results
Baseline characteristics of study population
Characteristics | Unweighted | Weighted | ||||
---|---|---|---|---|---|---|
Male | Female | Total | Male | Female | Total | |
N = 2750 | N = 2151 | N = 4901 | N = 1,694,841 | N = 1,101,433 | N = 2,796,274 | |
n (%) | n (%) | n (%) | n (%) | n (%) | n (%) | |
Age (years) mean (SD or SE) | 44.6 (10.4) | 43.3 (10.3) | 44.0 (10.4) | 43.2 (0.3) | 42.0 (0.3) | 42.7 (0.2) |
Age group | ||||||
18–29 | 191 (6.9) | 181 (8.4) | 372 (7.6) | 152,751 (9.0) | 101,688 (9.2) | 254,440 (9.1) |
30–39 | 688 (25.0) | 618 (28.7) | 1306 (26.6) | 455,229 (26.9) | 362,855 (32.9) | 818,084 (29.3) |
40–49 | 1010 (36.7) | 798 (37.1) | 1808 (36.9) | 639,939 (37.8) | 392,937 (35.7) | 1,032,876 (36.9) |
50–59 | 642 (23.3) | 385 (17.9) | 1027 (21.0) | 345,495 (20.4) | 182,359 (16.6) | 527,854 (18.9) |
≥ 60 | 219 (8.0) | 169 (7.9) | 388 (7.9) | 101,426 (6.0) | 61,594 (5.6) | 163,020 (5.8) |
Nationality | ||||||
Kuwaiti | 867 (31.5) | 822 (38.2) | 1689 (34.5) | 340,897 (20.1) | 329,535 (29.9) | 670,432 (24.0) |
non-Kuwaiti, specify | 1883 (68.5) | 1329 (61.8) | 3212 (65.5) | 1,353,945 (79.9) | 771,897 (70.1) | 2,125,842 (76.0) |
Ethnicity | ||||||
Arab | 1741 (63.6) | 1492 (69.5) | 3233 (66.2) | 932,282 (55.2) | 689,155 (62.7) | 1,621,436 (58.2) |
Iranian | 100 (3.7) | 68 (3.2) | 168 (3.4) | 74,380 (4.4) | 43,603 (4.0) | 117,983 (4.2) |
South Asian | 744 (27.2) | 303 (14.1) | 1047 (21.4) | 560,374 (33.2) | 164,237 (14.9) | 724,611 (26.0) |
Southeast Asia | 139 (5.1) | 268 (12.5) | 407 (8.3) | 107,873 (6.4) | 193,709 (17.6) | 301,582 (10.8) |
Other | 15 (0.5) | 15 (0.7) | 30 (0.6) | 13,497 (0.8) | 8969 (0.8) | 22,466 (0.8) |
Average Income | ||||||
≤ 500 | 826 (35.5) | 517 (31.4) | 1343 (33.8) | 668,554 (47.3) | 302,892 (37.5) | 971,446 (43.7) |
> 500–1500 | 784 (33.7) | 532 (32.3) | 1316 (33.1) | 442,577 (31.3) | 266,998 (33.1) | 709,575 (31.9) |
> 1500 | 716 (30.8) | 598 (36.3) | 1314 (33.1) | 303,009 (21.4) | 237,961 (29.5) | 540,970 (24.3) |
Education | ||||||
Illiterate | 17 (0.6) | 40 (1.9) | 57 (1.2) | 8148 (0.5) | 40,831 (3.7) | 48,980 (1.8) |
Read and write | 469 (17.1) | 360 (16.8) | 829 (17.0) | 323,163 (19.1) | 206,017 (18.7) | 529,181 (19.0) |
Secondary School | 711 (25.9) | 487 (22.7) | 1198 (24.5) | 448,744 (26.6) | 250,252 (22.7) | 698,996 (25.1) |
University | 1305 (47.6) | 1157 (53.9) | 2462 (50.3) | 774,114 (45.8) | 556,085 (50.5) | 1,330,199 (47.7) |
High studies | 240 (8.8) | 104 (4.8) | 344 (7.0) | 135,937 (8.0) | 47,008 (4.3) | 182,945 (6.6) |
Occupation | ||||||
Employed | 2416 (88.5) | 1219 (56.8) | 3635 (74.5) | 1,547,480 (92.1) | 627,081 (57.0) | 2,174,562 (78.2) |
Student, not employed | 16 (0.6) | 24 (1.1) | 40 (0.8) | 9368 (0.6) | 15,264 (1.4) | 24,632 (0.9) |
Housewife, not employed | 0 (0.0) | 619 (28.8) | 619 (12.7) | 0 (0.0) | 359,074 (32.7) | 359,074 (12.9) |
Retired | 282 (10.3) | 211 (9.8) | 493 (10.1) | 102,231 (6.1) | 72,732 (6.6) | 174,963 (6.3) |
Unemployed | 16 (0.6) | 73 (3.4) | 89 (1.8) | 20,777 (1.2) | 25,168 (2.3) | 45,944 (1.7) |
Marital status | ||||||
Never married | 208 (7.6) | 180 (8.4) | 388 (7.9) | 153,251 (9.0) | 104,773 (9.5) | 258,024 (9.2) |
currently married | 2497 (90.8) | 1788 (83.2) | 4285 (87.4) | 1,524,389 (89.9) | 920,290 (83.6) | 2,444,679 (87.4) |
Divorced | 35 (1.3) | 104 (4.8) | 139 (2.8) | 13,535 (0.8) | 46,328 (4.2) | 59,864 (2.1) |
Widowed | 10 (0.4) | 78 (3.6) | 88 (1.8) | 3666 (0.2) | 29,782 (2.7) | 33,448 (1.2) |
Current smoker | ||||||
No | 1813 (66.1) | 1916 (89.3) | 3729 (76.3) | 1,171,971 (69.3) | 1,003,578 (91.3) | 2,175,549 (78.0) |
Yes | 930 (33.9) | 230 (10.7) | 1160 (23.7) | 518,974 (30.7) | 96,096 (8.7) | 615,070 (22.0) |
Past smoker | ||||||
No | 1319 (71.5) | 1844 (97.1) | 3163 (84.4) | 829,021 (70.0) | 965,412 (97.0) | 1,794,433 (82.3) |
Yes | 527 (28.5) | 56 (2.9) | 583 (15.6) | 355,031 (30.0) | 29,984 (3.0) | 385,015 (17.7) |
Vigorous-intensity physical activity | ||||||
No | 2681 (97.8) | 2114 (98.4) | 4795 (98.1) | 1,649,847 (97.6) | 1,072,917 (97.5) | 2,722,764 (97.6) |
Yes | 61 (2.2) | 34 (1.6) | 95 (1.9) | 40,838 (2.4) | 27,275 (2.5) | 68,114 (2.4) |
Moderate-intensity physical activity | ||||||
No | 2505 (91.5) | 1984 (92.4) | 4489 (91.9) | 1,505,793 (89.2) | 1,017,283 (92.5) | 2,523,076 (90.5) |
Yes | 233 (8.5) | 163 (7.6) | 396 (8.1) | 181,541 (10.8) | 82,650 (7.5) | 264,191 (9.5) |
Elevated blood pressure (ACC/AHA) | ||||||
No | 1596 (58.2) | 1637 (76.3) | 3233 (66.2) | 947,366 (56.0) | 819,426 (74.5) | 1,766,792 (63.3) |
Yes | 1145 (41.8) | 509 (23.7) | 1654 (33.8) | 743,060 (44.0) | 280,248 (25.5) | 1,023,307 (36.7) |
Elevated blood pressure (WHO) | ||||||
No | 2348 (85.7) | 1960 (91.3) | 4308 (88.2) | 1,421,989 (84.1) | 997,897 (90.7) | 2,419,886 (86.7) |
Yes | 393 (14.3) | 186 (8.7) | 579 (11.8) | 268,437 (15.9) | 101,776 (9.3) | 370,213 (13.3) |
Height (m); mean (SD or SE) | 1.7 (0.1) | 1.6 (0.1) | 1.7 (0.1) | 1.7 (0.0) | 1.6 (0.0) | 1.7 (0.0) |
Weight (kg); mean (SD or SE) | 86.5 (17.5) | 76.8 (17.1) | 82.3 (18.0) | 85.8 (0.6) | 75.9 (0.5) | 81.9 (0.4) |
Waist Circumference (cm); mean (SD or SE) | 99.5 (13.2) | 95.3 (13.5) | 97.7 (13.5) | 99.1 (0.4) | 95.3 (0.4) | 97.6 (0.3) |
Hip Circumference (cm); mean (SD or SE) | 105.5 (10.7) | 108.5 (12.8) | 106.9 (11.8) | 104.9 (0.3) | 107.6 (0.3) | 105.9 (0.2) |
Waist to height ratio; mean (SD or SE) | 0.6 (0.1) | 0.6 (0.1) | 0.6 (0.1) | 0.6 (0.0) | 0.6 (0.0) | 0.6 (0.0) |
Prevalence of overweight, obesity and central obesity
Association of overweight, obesity and central obesity with socio-demographic factors
Univariate | p-value | Multivariablea | p-value | |
---|---|---|---|---|
OR (95% CI) | OR (95% CI) | |||
Gender | ||||
Male | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Female | 0.72 (0.60, 0.86) | < 0.001 | 0.79 (0.64, 0.99) | 0.04 |
Age group | ||||
18–29 | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
30–39 | 1.15 (0.77, 1.70) | 0.50 | 1.16 (0.75, 1.78) | 0.50 |
40–49 | 1.26 (0.86, 1.86) | 0.23 | 1.37 (0.89, 2.11) | 0.15 |
50–59 | 1.06 (0.71, 1.59) | 0.77 | 1.23 (0.78, 1.96) | 0.37 |
≥ 60 | 0.84 (0.53, 1.35) | 0.48 | 0.88 (0.50, 1.54) | 0.66 |
Nationality | ||||
Kuwaiti | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
non-Kuwaiti, specify | 1.27 (1.09, 1.48) | < 0.001 | 1.07 (0.80, 1.42) | 0.65 |
Education | ||||
Illiterate | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Read and write | 5.17 (1.79, 14.99) | < 0.001 | 2.11 (0.81, 5.54) | 0.13 |
Secondary School | 4.98 (1.73, 14.30) | < 0.001 | 1.81 (0.69, 4.74) | 0.22 |
University | 5.13 (1.81, 14.58) | < 0.001 | 2.14 (0.82, 5.55) | 0.12 |
High studies | 6.82 (2.31, 20.14) | < 0.001 | 2.43 (0.88, 6.68) | 0.09 |
Occupation | ||||
Employed | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Student, not employed | 1.26 (0.35, 4.47) | 0.72 | 2.35 (0.49, 11.15) | 0.28 |
Housewife, not employed | 0.65 (0.48, 0.88) | 0.01 | 0.75 (0.51, 1.10) | 0.14 |
Retired | 0.76 (0.61, 0.95) | 0.02 | 1.03 (0.77, 1.38) | 0.85 |
Unemployed | 0.27 (0.13, 0.54) | < 0.001 | 0.82 (0.36, 1.87) | 0.63 |
Marital status | ||||
Never married | 1.00 (1.00, 1.00) | . | – | – |
currently married | 1.17 (0.82, 1.67) | 0.40 | – | – |
Divorced | 0.95 (0.53, 1.70) | 0.86 | – | – |
Widowed | 0.94 (0.48, 1.85) | 0.86 | – | – |
Average Income | ||||
≤ 500 | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
> 500–1500 | 0.87 (0.69, 1.11) | 0.26 | 0.89 (0.68, 1.15) | 0.37 |
> 1500 | 0.75 (0.61, 0.93) | 0.01 | 0.80 (0.56, 1.13) | 0.21 |
Current smoker | ||||
No | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Yes | 1.15 (0.93, 1.42) | 0.19 | 1.06 (0.84, 1.35) | 0.60 |
Past smoker | ||||
No | 1.00 (1.00, 1.00) | . | – | – |
Yes | 0.91 (0.67, 1.24) | 0.55 | – | – |
Vigorous-intensity physical activity | ||||
No | 1.00 (1.00, 1.00) | . | – | – |
Yes | 1.03 (0.56, 1.90) | 0.93 | – | – |
Moderate-intensity physical activity | ||||
No | 1.00 (1.00, 1.00) | . | – | – |
Yes | 0.83 (0.57, 1.20) | 0.32 | – | – |
Elevated blood pressure (ACC/AHA) | ||||
No | 1.00 (1.00, 1.00) | . | – | – |
Yes | 1.11 (0.91, 1.34) | 0.30 | – | – |
Elevated blood pressure (WHO) | ||||
No | 1.00 (1.00, 1.00) | . | – | – |
Yes | 0.93 (0.70, 1.24) | 0.62 | – | – |
Characteristics | Obesity | Central Obesity | ||||||
---|---|---|---|---|---|---|---|---|
Univariate | Multivariablea | Univariate | Multivariableb | |||||
OR (95% CI) | p-value | OR (95% CI) | p-value | OR (95% CI) | p-value | OR (95% CI) | p-value | |
Gender | ||||||||
Male | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Female | 1.49 (1.24, 1.78) | < 0.001 | 1.54 (1.19, 1.99) | < 0.001 | 5.64 (4.37, 7.27) | < 0.001 | 7.39 (5.21, 10.49) | < 0.001 |
Age group | ||||||||
18–29 | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
30–39 | 1.42 (0.91, 2.21) | 0.12 | 1.29 (0.75, 2.21) | 0.36 | 2.08 (1.42, 3.06) | < 0.001 | 0.95 (0.48, 1.86) | 0.88 |
40–49 | 1.93 (1.25, 2.97) | < 0.001 | 1.63 (0.95, 2.82) | 0.08 | 3.57 (2.43, 5.25) | < 0.001 | 1.86 (0.92, 3.75) | 0.08 |
50–59 | 2.30 (1.46, 3.64) | < 0.001 | 1.49 (0.83, 2.68) | 0.18 | 4.29 (2.85, 6.46) | < 0.001 | 1.92 (0.91, 4.06) | 0.09 |
≥ 60 | 2.76 (1.67, 4.56) | < 0.001 | 1.79 (0.90, 3.55) | 0.10 | 7.71 (4.53, 13.15) | < 0.001 | 3.10 (1.24, 7.76) | 0.02 |
Nationality | ||||||||
Kuwaiti | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
non-Kuwaiti, specify | 0.56 (0.48, 0.66) | < 0.001 | 0.75 (0.54, 1.05) | 0.10 | 0.39 (0.32, 0.47) | < 0.001 | 0.58 (0.38, 0.87) | 0.01 |
Education | ||||||||
Illiterate | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Read and write | 0.17 (0.07, 0.42) | < 0.001 | 0.71 (0.27, 1.84) | 0.48 | 0.15 (0.04, 0.53) | < 0.001 | 0.39 (0.06, 2.54) | 0.33 |
Secondary School | 0.15 (0.06, 0.38) | < 0.001 | 0.72 (0.28, 1.85) | 0.50 | 0.14 (0.04, 0.50) | < 0.001 | 0.38 (0.06, 2.39) | 0.30 |
University | 0.14 (0.06, 0.34) | < 0.001 | 0.55 (0.22, 1.39) | 0.21 | 0.13 (0.04, 0.45) | < 0.001 | 0.27 (0.04, 1.72) | 0.16 |
High studies | 0.11 (0.04, 0.29) | < 0.001 | 0.59 (0.22, 1.61) | 0.30 | 0.09 (0.03, 0.33) | < 0.001 | 0.34 (0.05, 2.29) | 0.27 |
Occupation | ||||||||
Employed | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Student, not employed | 0.94 (0.29, 3.10) | 0.92 | 0.30 (0.08, 1.13) | 0.07 | 0.60 (0.15, 2.30) | 0.45 | 0.15 (0.03, 0.71) | 0.02 |
Housewife, not employed | 2.42 (1.82, 3.23) | < 0.001 | 2.15 (1.42, 3.24) | < 0.001 | 12.19 (8.03, 18.51) | < 0.001 | 3.33 (1.51, 7.32) | < 0.001 |
Retired | 2.08 (1.67, 2.58) | < 0.001 | 1.07 (0.77, 1.49) | 0.70 | 3.80 (2.72, 5.30) | < 0.001 | 1.25 (0.72, 2.16) | 0.44 |
Unemployed | 3.86 (1.85, 8.05) | < 0.001 | 1.00 (0.38, 2.66) | 1.00 | 3.62 (1.32, 9.92) | 0.01 | 0.69 (0.21, 2.23) | 0.54 |
Marital status | ||||||||
Never married | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
currently married | 2.79 (1.90, 4.10) | < 0.001 | 2.24 (1.35, 3.70) | < 0.001 | 4.11 (2.95, 5.72) | < 0.001 | 2.78 (1.68, 4.60) | < 0.001 |
Divorced | 2.85 (1.64, 4.94) | < 0.001 | 1.82 (0.86, 3.86) | 0.12 | 9.18 (4.93, 17.10) | < 0.001 | 2.59 (1.05, 6.42) | 0.04 |
Widowed | 4.02 (2.08, 7.77) | < 0.001 | 1.51 (0.56, 4.08) | 0.42 | 17.92 (6.17, 52.01) | < 0.001 | 3.97 (0.59, 26.96) | 0.16 |
Average Income | ||||||||
≤ 500 | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
> 500–1500 | 1.84 (1.44, 2.36) | < 0.001 | 1.78 (1.29, 2.45) | < 0.001 | 1.98 (1.51, 2.59) | < 0.001 | 1.75 (1.23, 2.50) | < 0.001 |
> 1500 | 2.46 (1.95, 3.09) | < 0.001 | 2.17 (1.41, 3.33) | < 0.001 | 3.32 (2.59, 4.25) | < 0.001 | 2.25 (1.40, 3.61) | < 0.001 |
Current smoker | ||||||||
No | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Yes | 0.85 (0.69, 1.05) | 0.13 | 2.54 (1.02, 6.36) | 0.05 | 0.70 (0.56, 0.88) | < 0.001 | 4.61 (1.70, 12.49) | < 0.001 |
Past smoker | ||||||||
No | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Yes | 1.21 (0.89, 1.64) | 0.22 | 1.45 (1.02, 2.04) | 0.04 | 0.80 (0.58, 1.12) | 0.20 | 1.43 (0.96, 2.13) | 0.07 |
Vigorous-intensity physical activity | ||||||||
No | 1.00 (1.00, 1.00) | . | – | – | 1.00 (1.00, 1.00) | . | – | – |
Yes | 0.68 (0.32, 1.45) | 0.32 | – | – | 0.76 (0.42, 1.36) | 0.35 | – | – |
Moderate-intensity physical activity | ||||||||
No | 1.00 (1.00, 1.00) | . | – | – | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Yes | 0.99 (0.68, 1.43) | 0.96 | – | – | 0.64 (0.43, 0.94) | 0.02 | 0.79 (0.45, 1.38) | 0.40 |
Elevated blood pressure (ACC/AHA) | ||||||||
No | 1.00 (1.00, 1.00) | . | – | – | 1.00 (1.00, 1.00) | . | – | – |
Yes | 1.29 (1.07, 1.57) | 0.01 | – | – | 1.16 (0.94, 1.44) | 0.18 | – | – |
Elevated blood pressure (WHO) | ||||||||
No | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . | 1.00 (1.00, 1.00) | . |
Yes | 1.49 (1.12, 1.97) | 0.01 | 2.34 (1.59, 3.44) | < 0.001 | 1.26 (0.91, 1.76) | 0.17 | 2.13 (1.27, 3.59) | < 0.001 |