
Chinese General Practice ›› 2026, Vol. 29 ›› Issue (19): 2695-2704.DOI: 10.12114/j.issn.1007-9572.2025.0112
• Original Research • Previous Articles Next Articles
Received:2025-05-14
Revised:2025-08-25
Published:2026-07-05
Online:2026-06-05
Contact:
LIU Xiaoli
通讯作者:
刘晓丽
作者简介:作者贡献:
唐丽娟提出主要研究目标,负责研究的构思、设计与实施,撰写论文;祁琪、张帆负责数据的收集与整理;高屹福、曹亚景负责相关文献资料的收集与整理;岳福娟、高金钗负责论文修订;刘晓丽负责论文的质量控制与审查,对文章整体负责,监督管理。
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URL: https://www.chinagp.net/EN/10.12114/j.issn.1007-9572.2025.0112
| 项目 | 2013年(n=9 539) | 2020年(n=6 653) | χ2值 | P值 |
|---|---|---|---|---|
| 年龄 | 634.310 | <0.001 | ||
| 18~20岁 | 811(8.50) | 1 028(15.45) | ||
| 21~25岁 | 2 056(21.56) | 1 015(15.26) | ||
| 26~30岁 | 2 092(21.93) | 781(11.74) | ||
| 31~35岁 | 1 804(18.91) | 1 672(25.13) | ||
| 36~40岁 | 1 271(13.32) | 1 247(18.74) | ||
| 41~44岁 | 1 505(15.78) | 910(13.68) | ||
| 性别 | 1.101 | 0.294 | ||
| 男 | 4 810(50.42) | 3 299(49.59) | ||
| 女 | 4 729(49.58) | 3 354(50.41) | ||
| 居住地 | 0.330 | 0.566 | ||
| 城市 | 3 824(40.09) | 2 697(40.54) | ||
| 农村 | 5 715(59.91) | 3 956(59.46) | ||
| 文化程度 | 568.363 | <0.001 | ||
| 初中及以下 | 6 129(64.25) | 3 155(47.42) | ||
| 高中/中专 | 1 956(20.51) | 1 572(23.63) | ||
| 大专及以上 | 1 447(15.17) | 1 926(28.95) | ||
| 不详 | 7(0.07) | 0 | ||
| 婚姻状况 | 86.517 | <0.001 | ||
| 非在婚 | 2 292(24.03) | 2 036(30.60) | ||
| 在婚 | 7 247(75.97) | 4 617(69.40) | ||
| 职业 | 494.963 | <0.001 | ||
| 机关/企业/事业单位管理者 | 278(2.91) | 311(4.67) | ||
| 专业技术人员 | 566(5.93) | 661(9.94) | ||
| 一般办事人员和有关人员 | 544(5.70) | 627(9.42) | ||
| 商业/服务业人员 | 651(6.83) | 699(10.50) | ||
| 个体工商户 | 261(2.74) | 546(8.21) | ||
| 非农户产业人员 | 60(0.63) | 115(1.73) | ||
| 从事非农业劳动的农民 | 1 071(11.23) | 812(12.21) | ||
| 农业劳动者(从事农/林/牧/渔工作) | 4 326(45.35) | 2 531(38.04) | ||
| 其他 | 1 782(18.68) | 351(5.28) | ||
| 身体活动ab | 488.1 | <0.001 | ||
| 不充足 | 8 213(86.10) | 4 798(72.12) | ||
| 充足 | 1 310(13.73) | 1 843(27.70) | ||
| 高脂饮食 | 9.801 | <0.01 | ||
| 否 | 4 843(50.77) | 3 544(53.27) | ||
| 是 | 4 696(49.23) | 3 109(46.73) | ||
| 鱼类和蛋类摄入量 | 638.622 | <0.001 | ||
| <600 g/周 | 3 604(37.78) | 1 348(20.26) | ||
| 600~1 000 g/周 | 2 595(27.20) | 1 909(28.69) | ||
| >1 000 g/周 | 3 340(35.02) | 3 396(51.05) | ||
| 睡眠时长b | 613.198 | <0.001 | ||
| <6 h/d | 3 258(34.16) | 2 415(36.30) | ||
| 6~9 h/d | 5 590(58.60) | 2 953(44.39) | ||
| >9 h/d | 691(7.24) | 1 274(19.15) | ||
| 高血压 | 775.053 | <0.001 | ||
| 否 | 8 886(93.15) | 5 203(78.21) | ||
| 是 | 653(6.85) | 1 450(21.79) |
Table 1 Comparison of basic characteristics of included residents in 2013 and 2020
| 项目 | 2013年(n=9 539) | 2020年(n=6 653) | χ2值 | P值 |
|---|---|---|---|---|
| 年龄 | 634.310 | <0.001 | ||
| 18~20岁 | 811(8.50) | 1 028(15.45) | ||
| 21~25岁 | 2 056(21.56) | 1 015(15.26) | ||
| 26~30岁 | 2 092(21.93) | 781(11.74) | ||
| 31~35岁 | 1 804(18.91) | 1 672(25.13) | ||
| 36~40岁 | 1 271(13.32) | 1 247(18.74) | ||
| 41~44岁 | 1 505(15.78) | 910(13.68) | ||
| 性别 | 1.101 | 0.294 | ||
| 男 | 4 810(50.42) | 3 299(49.59) | ||
| 女 | 4 729(49.58) | 3 354(50.41) | ||
| 居住地 | 0.330 | 0.566 | ||
| 城市 | 3 824(40.09) | 2 697(40.54) | ||
| 农村 | 5 715(59.91) | 3 956(59.46) | ||
| 文化程度 | 568.363 | <0.001 | ||
| 初中及以下 | 6 129(64.25) | 3 155(47.42) | ||
| 高中/中专 | 1 956(20.51) | 1 572(23.63) | ||
| 大专及以上 | 1 447(15.17) | 1 926(28.95) | ||
| 不详 | 7(0.07) | 0 | ||
| 婚姻状况 | 86.517 | <0.001 | ||
| 非在婚 | 2 292(24.03) | 2 036(30.60) | ||
| 在婚 | 7 247(75.97) | 4 617(69.40) | ||
| 职业 | 494.963 | <0.001 | ||
| 机关/企业/事业单位管理者 | 278(2.91) | 311(4.67) | ||
| 专业技术人员 | 566(5.93) | 661(9.94) | ||
| 一般办事人员和有关人员 | 544(5.70) | 627(9.42) | ||
| 商业/服务业人员 | 651(6.83) | 699(10.50) | ||
| 个体工商户 | 261(2.74) | 546(8.21) | ||
| 非农户产业人员 | 60(0.63) | 115(1.73) | ||
| 从事非农业劳动的农民 | 1 071(11.23) | 812(12.21) | ||
| 农业劳动者(从事农/林/牧/渔工作) | 4 326(45.35) | 2 531(38.04) | ||
| 其他 | 1 782(18.68) | 351(5.28) | ||
| 身体活动ab | 488.1 | <0.001 | ||
| 不充足 | 8 213(86.10) | 4 798(72.12) | ||
| 充足 | 1 310(13.73) | 1 843(27.70) | ||
| 高脂饮食 | 9.801 | <0.01 | ||
| 否 | 4 843(50.77) | 3 544(53.27) | ||
| 是 | 4 696(49.23) | 3 109(46.73) | ||
| 鱼类和蛋类摄入量 | 638.622 | <0.001 | ||
| <600 g/周 | 3 604(37.78) | 1 348(20.26) | ||
| 600~1 000 g/周 | 2 595(27.20) | 1 909(28.69) | ||
| >1 000 g/周 | 3 340(35.02) | 3 396(51.05) | ||
| 睡眠时长b | 613.198 | <0.001 | ||
| <6 h/d | 3 258(34.16) | 2 415(36.30) | ||
| 6~9 h/d | 5 590(58.60) | 2 953(44.39) | ||
| >9 h/d | 691(7.24) | 1 274(19.15) | ||
| 高血压 | 775.053 | <0.001 | ||
| 否 | 8 886(93.15) | 5 203(78.21) | ||
| 是 | 653(6.85) | 1 450(21.79) |
| 肥胖类型 | 项目 | 2013年 | 2020年 | ||||
|---|---|---|---|---|---|---|---|
| 男(n=4 810) | 女(n=4 729) | 合计(n=9 539) | 男(n=3 299) | 女(n=3 354) | 合计(n=6 653) | ||
| 超重 | 检出率[名(%)] | 1 777(36.94) | 1 279(27.05) | 3 056(32.04) | 1 146(34.74) | 1 016(30.29) | 2 162(32.50) |
| 标化检出率(%) | 36.94 | 27.50 | 32.24 | 35.74 | 30.17 | 32.85 | |
| 肥胖 | 检出率[名(%)] | 578(12.02) | 495(10.47) | 1 073(11.26) | 1 010(30.62) | 673(20.07) | 1 683(25.3) |
| 标化检出率(%) | 12.36 | 10.61 | 11.49 | 31.48 | 20.27 | 25.75 | |
| 体脂率肥胖 | 检出率[名(%)] | 1 793(37.28) | 546(11.55) | 2 339(24.52) | 2 120(64.26) | 1 697(50.6) | 3 817(57.37) |
| 标化检出率(%) | 37.88 | 11.78 | 24.86 | 65.72 | 50.60 | 57.93 | |
| 腹型肥胖 | 检出率[名(%)] | 1 476(30.69) | 1 080(22.84) | 2 556(26.8) | 1 630(49.42) | 1 040(31.03) | 2 670(40.15) |
| 标化检出率(%) | 31.25 | 22.79 | 27.03 | 50.79 | 31.23 | 40.77 | |
| 高WHtR | 检出率[名(%)] | 2 323(48.3) | 1 921(40.62) | 4 244(44.49) | 2 196(66.59) | 1 717(51.22) | 3 913(58.84) |
| 标化检出率(%) | 48.97 | 41.01 | 45.01 | 68.42 | 51.52 | 59.73 | |
Table 2 Prevalence rates of various types of obesity among residents aged 18-44 in Hebei Province in 2013 and 2020
| 肥胖类型 | 项目 | 2013年 | 2020年 | ||||
|---|---|---|---|---|---|---|---|
| 男(n=4 810) | 女(n=4 729) | 合计(n=9 539) | 男(n=3 299) | 女(n=3 354) | 合计(n=6 653) | ||
| 超重 | 检出率[名(%)] | 1 777(36.94) | 1 279(27.05) | 3 056(32.04) | 1 146(34.74) | 1 016(30.29) | 2 162(32.50) |
| 标化检出率(%) | 36.94 | 27.50 | 32.24 | 35.74 | 30.17 | 32.85 | |
| 肥胖 | 检出率[名(%)] | 578(12.02) | 495(10.47) | 1 073(11.26) | 1 010(30.62) | 673(20.07) | 1 683(25.3) |
| 标化检出率(%) | 12.36 | 10.61 | 11.49 | 31.48 | 20.27 | 25.75 | |
| 体脂率肥胖 | 检出率[名(%)] | 1 793(37.28) | 546(11.55) | 2 339(24.52) | 2 120(64.26) | 1 697(50.6) | 3 817(57.37) |
| 标化检出率(%) | 37.88 | 11.78 | 24.86 | 65.72 | 50.60 | 57.93 | |
| 腹型肥胖 | 检出率[名(%)] | 1 476(30.69) | 1 080(22.84) | 2 556(26.8) | 1 630(49.42) | 1 040(31.03) | 2 670(40.15) |
| 标化检出率(%) | 31.25 | 22.79 | 27.03 | 50.79 | 31.23 | 40.77 | |
| 高WHtR | 检出率[名(%)] | 2 323(48.3) | 1 921(40.62) | 4 244(44.49) | 2 196(66.59) | 1 717(51.22) | 3 913(58.84) |
| 标化检出率(%) | 48.97 | 41.01 | 45.01 | 68.42 | 51.52 | 59.73 | |
| 肥胖类型 | 年龄 | 2013年 | 2020年 | ||||
|---|---|---|---|---|---|---|---|
| 男 | 女 | 合计 | 男 | 女 | 合计 | ||
| 超重 | 18~20岁 | 79(18.94) | 73(18.53) | 152(18.74) | 112(19.58) | 93(20.39) | 205(19.94) |
| 21~25岁 | 285(27.67) | 199(19.40) | 484(23.54) | 151(31.59) | 134(24.95) | 285(28.08) | |
| 26~30岁 | 397(37.70) | 265(25.51) | 662(31.64) | 137(35.77) | 115(28.89) | 252(32.27) | |
| 31~35岁 | 387(41.04) | 223(25.90) | 610(33.81) | 300(36.59) | 285(33.49) | 585(34.99) | |
| 36~40岁 | 264(43.35) | 224(33.84) | 488(38.39) | 251(41.83) | 204(31.53) | 455(36.49) | |
| 41~44岁 | 365(48.15) | 295(39.49) | 660(43.85) | 195(43.82) | 185(39.78) | 380(41.76) | |
| χ2趋势值 | 0.172 | 0.155 | 0.162 | 0.157 | 0.119 | 0.137 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 肥胖 | 18~20岁 | 25(6.00) | 7(1.78) | 32(3.95) | 111(19.41) | 54(11.84) | 165(16.05) |
| 21~25岁 | 57(5.53) | 52(5.07) | 109(5.30) | 147(30.75) | 86(16.01) | 233(22.96) | |
| 26~30岁 | 105(9.97) | 98(9.43) | 203(9.70) | 131(34.20) | 76(19.10) | 207(26.50) | |
| 31~35岁 | 147(15.59) | 102(11.85) | 249(13.80) | 264(32.16) | 167(19.62) | 431(25.78) | |
| 36~40岁 | 104(17.08) | 96(14.50) | 200(15.74) | 205(34.17) | 173(26.74) | 378(30.31) | |
| 41~44岁 | 140(18.47) | 140(18.74) | 280(18.60) | 152(34.16) | 117(25.16) | 269(29.56) | |
| χ2趋势值 | 0.148 | 0.167 | 0.157 | 0.091 | 0.116 | 0.098 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 体脂率肥胖 | 18~20岁 | 104(24.94) | 26(6.60) | 130(16.03) | 242(42.31) | 185(40.57) | 427(41.54) |
| 21~25岁 | 288(27.96) | 73(7.12) | 361(17.56) | 304(63.60) | 250(46.55) | 554(54.58) | |
| 26~30岁 | 385(37.02) | 117(11.26) | 502(24.15) | 267(69.71) | 196(49.25) | 463(59.28) | |
| 31~35岁 | 360(37.66) | 78(9.06) | 438(24.11) | 563(68.57) | 449(52.76) | 1 012(60.53) | |
| 36~40岁 | 287(47.13) | 99(14.95) | 386(30.37) | 423(70.50) | 344(53.17) | 767(61.51) | |
| 41~44岁 | 369(48.68) | 153(20.48) | 522(34.68) | 321(72.13) | 273(58.71) | 594(65.27) | |
| χ2趋势值 | 0.162 | 0.131 | 0.138 | 0.179 | 0.103 | 0.135 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 腹型肥胖 | 18~20岁 | 73(17.51) | 45(11.42) | 118(14.55) | 142(24.83) | 83(18.24) | 225(21.91) |
| 21~25岁 | 228(22.14) | 169(16.47) | 397(19.31) | 191(39.96) | 133(24.81) | 324(31.95) | |
| 26~30岁 | 302(28.68) | 261(25.12) | 563(26.91) | 210(54.83) | 119(29.90) | 329(42.13) | |
| 31~35岁 | 317(33.62) | 182(21.14) | 499(27.66) | 444(54.15) | 269(31.61) | 713(42.67) | |
| 36~40岁 | 246(40.39) | 178(26.89) | 424(33.36) | 369(61.50) | 250(38.64) | 619(49.64) | |
| 41~44岁 | 310(40.90) | 245(32.80) | 555(36.88) | 274(61.57) | 186(40.00) | 460(50.55) | |
| χ2趋势值 | 0.168 | 0.135 | 0.151 | 0.246 | 0.152 | 0.192 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 高WHtR | 18~20岁 | 118(28.30) | 87(22.08) | 205(25.28) | 202(35.31) | 135(29.67) | 337(32.81) |
| 21~25岁 | 368(35.73) | 298(29.04) | 666(32.39) | 280(58.58) | 200(37.31) | 480(47.34) | |
| 26~30岁 | 471(44.73) | 419(40.33) | 890(42.54) | 268(69.97) | 210(52.76) | 478(61.20) | |
| 31~35岁 | 505(53.55) | 348(40.42) | 853(47.28) | 591(72.07) | 457(53.70) | 1048(62.72) | |
| 36~40岁 | 370(60.76) | 340(51.36) | 710(55.86) | 480(80.00) | 382(59.04) | 862(69.13) | |
| 41~44岁 | 491(64.78) | 429(57.43) | 920(61.13) | 375(84.27) | 333(71.61) | 708(77.80) | |
| χ2趋势值 | 0.234 | 0.217 | 0.225 | 0.325 | 0.250 | 0.278 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
Table 3 Detection rate of each type of obesity by gender and age, 2013 and 2020
| 肥胖类型 | 年龄 | 2013年 | 2020年 | ||||
|---|---|---|---|---|---|---|---|
| 男 | 女 | 合计 | 男 | 女 | 合计 | ||
| 超重 | 18~20岁 | 79(18.94) | 73(18.53) | 152(18.74) | 112(19.58) | 93(20.39) | 205(19.94) |
| 21~25岁 | 285(27.67) | 199(19.40) | 484(23.54) | 151(31.59) | 134(24.95) | 285(28.08) | |
| 26~30岁 | 397(37.70) | 265(25.51) | 662(31.64) | 137(35.77) | 115(28.89) | 252(32.27) | |
| 31~35岁 | 387(41.04) | 223(25.90) | 610(33.81) | 300(36.59) | 285(33.49) | 585(34.99) | |
| 36~40岁 | 264(43.35) | 224(33.84) | 488(38.39) | 251(41.83) | 204(31.53) | 455(36.49) | |
| 41~44岁 | 365(48.15) | 295(39.49) | 660(43.85) | 195(43.82) | 185(39.78) | 380(41.76) | |
| χ2趋势值 | 0.172 | 0.155 | 0.162 | 0.157 | 0.119 | 0.137 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 肥胖 | 18~20岁 | 25(6.00) | 7(1.78) | 32(3.95) | 111(19.41) | 54(11.84) | 165(16.05) |
| 21~25岁 | 57(5.53) | 52(5.07) | 109(5.30) | 147(30.75) | 86(16.01) | 233(22.96) | |
| 26~30岁 | 105(9.97) | 98(9.43) | 203(9.70) | 131(34.20) | 76(19.10) | 207(26.50) | |
| 31~35岁 | 147(15.59) | 102(11.85) | 249(13.80) | 264(32.16) | 167(19.62) | 431(25.78) | |
| 36~40岁 | 104(17.08) | 96(14.50) | 200(15.74) | 205(34.17) | 173(26.74) | 378(30.31) | |
| 41~44岁 | 140(18.47) | 140(18.74) | 280(18.60) | 152(34.16) | 117(25.16) | 269(29.56) | |
| χ2趋势值 | 0.148 | 0.167 | 0.157 | 0.091 | 0.116 | 0.098 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 体脂率肥胖 | 18~20岁 | 104(24.94) | 26(6.60) | 130(16.03) | 242(42.31) | 185(40.57) | 427(41.54) |
| 21~25岁 | 288(27.96) | 73(7.12) | 361(17.56) | 304(63.60) | 250(46.55) | 554(54.58) | |
| 26~30岁 | 385(37.02) | 117(11.26) | 502(24.15) | 267(69.71) | 196(49.25) | 463(59.28) | |
| 31~35岁 | 360(37.66) | 78(9.06) | 438(24.11) | 563(68.57) | 449(52.76) | 1 012(60.53) | |
| 36~40岁 | 287(47.13) | 99(14.95) | 386(30.37) | 423(70.50) | 344(53.17) | 767(61.51) | |
| 41~44岁 | 369(48.68) | 153(20.48) | 522(34.68) | 321(72.13) | 273(58.71) | 594(65.27) | |
| χ2趋势值 | 0.162 | 0.131 | 0.138 | 0.179 | 0.103 | 0.135 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 腹型肥胖 | 18~20岁 | 73(17.51) | 45(11.42) | 118(14.55) | 142(24.83) | 83(18.24) | 225(21.91) |
| 21~25岁 | 228(22.14) | 169(16.47) | 397(19.31) | 191(39.96) | 133(24.81) | 324(31.95) | |
| 26~30岁 | 302(28.68) | 261(25.12) | 563(26.91) | 210(54.83) | 119(29.90) | 329(42.13) | |
| 31~35岁 | 317(33.62) | 182(21.14) | 499(27.66) | 444(54.15) | 269(31.61) | 713(42.67) | |
| 36~40岁 | 246(40.39) | 178(26.89) | 424(33.36) | 369(61.50) | 250(38.64) | 619(49.64) | |
| 41~44岁 | 310(40.90) | 245(32.80) | 555(36.88) | 274(61.57) | 186(40.00) | 460(50.55) | |
| χ2趋势值 | 0.168 | 0.135 | 0.151 | 0.246 | 0.152 | 0.192 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 高WHtR | 18~20岁 | 118(28.30) | 87(22.08) | 205(25.28) | 202(35.31) | 135(29.67) | 337(32.81) |
| 21~25岁 | 368(35.73) | 298(29.04) | 666(32.39) | 280(58.58) | 200(37.31) | 480(47.34) | |
| 26~30岁 | 471(44.73) | 419(40.33) | 890(42.54) | 268(69.97) | 210(52.76) | 478(61.20) | |
| 31~35岁 | 505(53.55) | 348(40.42) | 853(47.28) | 591(72.07) | 457(53.70) | 1048(62.72) | |
| 36~40岁 | 370(60.76) | 340(51.36) | 710(55.86) | 480(80.00) | 382(59.04) | 862(69.13) | |
| 41~44岁 | 491(64.78) | 429(57.43) | 920(61.13) | 375(84.27) | 333(71.61) | 708(77.80) | |
| χ2趋势值 | 0.234 | 0.217 | 0.225 | 0.325 | 0.250 | 0.278 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
| 自变量 | 超重 | 肥胖 | 体脂率肥胖 | 腹型肥胖 | 高WHtR | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| OR(95%CI) | P值 | OR(95%CI) | P值 | OR(95%CI) | P值 | OR(95%CI) | P值 | OR(95%CI) | P值 | |
| 年龄(以18~20岁为参照) | ||||||||||
| 21~25岁 | 1.502(1.202~1.877) | <0.001 | 1.418(1.109~1.814) | 0.005 | 1.621(1.332~1.973) | <0.001 | 1.474(1.180~1.842) | 0.001 | 1.573(1.282~1.929) | <0.001 |
| 26~30岁 | 1.563(1.185~2.061) | 0.002 | 1.356(1.001~1.837) | 0.049 | 1.567(1.214~2.024) | 0.001 | 1.691(1.283~2.229) | <0.001 | 1.907(1.465~2.483) | <0.001 |
| 31~35岁 | 1.677(1.282~2.192) | <0.001 | 1.149(0.855~1.545) | 0.357 | 1.493(1.165~1.913) | 0.002 | 1.497(1.145~1.958) | 0.003 | 1.712(1.325~2.211) | <0.001 |
| 36~40岁 | 1.758(1.331~2.323) | <0.001 | 1.371(1.010~1.860) | 0.043 | 1.464(1.129~1.898) | 0.004 | 1.916(1.450~2.531) | <0.001 | 2.150(1.641~2.816) | <0.001 |
| 41~44岁 | 2.190(1.646~2.914) | <0.001 | 1.207(0.880~1.655) | 0.243 | 1.639(1.250~2.148) | <0.001 | 1.840(1.380~2.453) | <0.001 | 3.281(2.461~4.375) | <0.001 |
| 性别(以女为参照) | ||||||||||
| 男 | 1.276(1.111~1.466) | <0.001 | 1.523(1.309~1.773) | <0.001 | 1.712(1.496~1.959) | <0.001 | 1.953(1.697~2.248) | <0.001 | 1.984(1.719~2.289) | <0.001 |
| 文化程度(以大专/本科及以上为参照) | ||||||||||
| 初中及以下 | 1.321(1.132~1.543) | <0.001 | 1.152(0.969~1.370) | 0.110 | 1.106(0.951~1.285) | 0.190 | 1.141(0.975~1.335) | 0.100 | 1.518(1.298~1.776) | <0.001 |
| 婚姻状况(以非在婚为参照) | ||||||||||
| 在婚 | 1.174(0.961~1.433) | 0.116 | 1.274(1.029~1.578) | 0.026 | 1.313(1.083~1.592) | 0.005 | 1.588(1.299~1.942) | <0.001 | 1.529(1.255~1.863) | <0.001 |
| 职业(以机关/企业/事业单位管理者为参照) | ||||||||||
| 个体工商户 | 1.098(0.810~1.490) | 0.546 | 1.047(0.742~1.477) | 0.796 | 1.226(0.908~1.654) | 0.183 | 1.304(0.954~1.782) | 0.096 | 1.505(1.102~2.057) | 0.010 |
| 农业劳动者 | 0.895(0.684~1.171) | 0.418 | 1.159(0.857~1.568) | 0.338 | 1.090(0.841~1.412) | 0.514 | 1.144(0.869~1.505) | 0.338 | 1.354(1.035~1.772) | 0.027 |
| 身体活动(以充足为参照) | ||||||||||
| 不充足 | 1.878(1.777~1.993) | 0.038 | 0.993(0.868~1.136) | 0.917 | 1.113(0.987~1.254) | 0.080 | 1.059(0.935~1.200) | 0.368 | 0.922(0.813~1.045) | 0.204 |
| 高脂饮食(以否为参照) | ||||||||||
| 是 | 1.008(0.898~1.131) | 0.897 | 1.122(0.988~1.274) | 0.076 | 1.027(0.918~1.149) | 0.641 | 1.178(1.048~1.325) | 0.006 | 1.025(0.910~1.154) | 0.688 |
| 鱼类和蛋类摄入量(以600~1 000 g/周为参照) | ||||||||||
| >1 000 g/周 | 0.926(0.819~1.048) | 0.224 | 1.087(0.948~1.247) | 0.234 | 0.985(0.874~1.111) | 0.811 | 1.290(1.138~1.463) | <0.001 | 1.229(1.083~1.395) | 0.001 |
| 睡眠时长(以6~9 h/d为参照) | ||||||||||
| <6 h/d | 0.965(0.855~1.089) | 0.563 | 1.127(0.986~1.288) | 0.079 | 0.990(0.878~1.115) | 0.865 | 1.175(1.039~1.330) | 0.010 | 1.140(1.005~1.293) | 0.042 |
| 高血压(以否为参照) | ||||||||||
| 是 | 1.014(0.89~1.157) | 0.830 | 3.024(2.647~3.454) | <0.001 | 2.899(2.509~3.350) | <0.001 | 3.235(2.833~3.695) | <0.001 | 3.316(2.828~3.887) | <0.001 |
Table 4 Multivariate Logistic regression analysis of influencing factors for various types of obesity among residents aged 18-44 in Hebei Province in 2020
| 自变量 | 超重 | 肥胖 | 体脂率肥胖 | 腹型肥胖 | 高WHtR | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| OR(95%CI) | P值 | OR(95%CI) | P值 | OR(95%CI) | P值 | OR(95%CI) | P值 | OR(95%CI) | P值 | |
| 年龄(以18~20岁为参照) | ||||||||||
| 21~25岁 | 1.502(1.202~1.877) | <0.001 | 1.418(1.109~1.814) | 0.005 | 1.621(1.332~1.973) | <0.001 | 1.474(1.180~1.842) | 0.001 | 1.573(1.282~1.929) | <0.001 |
| 26~30岁 | 1.563(1.185~2.061) | 0.002 | 1.356(1.001~1.837) | 0.049 | 1.567(1.214~2.024) | 0.001 | 1.691(1.283~2.229) | <0.001 | 1.907(1.465~2.483) | <0.001 |
| 31~35岁 | 1.677(1.282~2.192) | <0.001 | 1.149(0.855~1.545) | 0.357 | 1.493(1.165~1.913) | 0.002 | 1.497(1.145~1.958) | 0.003 | 1.712(1.325~2.211) | <0.001 |
| 36~40岁 | 1.758(1.331~2.323) | <0.001 | 1.371(1.010~1.860) | 0.043 | 1.464(1.129~1.898) | 0.004 | 1.916(1.450~2.531) | <0.001 | 2.150(1.641~2.816) | <0.001 |
| 41~44岁 | 2.190(1.646~2.914) | <0.001 | 1.207(0.880~1.655) | 0.243 | 1.639(1.250~2.148) | <0.001 | 1.840(1.380~2.453) | <0.001 | 3.281(2.461~4.375) | <0.001 |
| 性别(以女为参照) | ||||||||||
| 男 | 1.276(1.111~1.466) | <0.001 | 1.523(1.309~1.773) | <0.001 | 1.712(1.496~1.959) | <0.001 | 1.953(1.697~2.248) | <0.001 | 1.984(1.719~2.289) | <0.001 |
| 文化程度(以大专/本科及以上为参照) | ||||||||||
| 初中及以下 | 1.321(1.132~1.543) | <0.001 | 1.152(0.969~1.370) | 0.110 | 1.106(0.951~1.285) | 0.190 | 1.141(0.975~1.335) | 0.100 | 1.518(1.298~1.776) | <0.001 |
| 婚姻状况(以非在婚为参照) | ||||||||||
| 在婚 | 1.174(0.961~1.433) | 0.116 | 1.274(1.029~1.578) | 0.026 | 1.313(1.083~1.592) | 0.005 | 1.588(1.299~1.942) | <0.001 | 1.529(1.255~1.863) | <0.001 |
| 职业(以机关/企业/事业单位管理者为参照) | ||||||||||
| 个体工商户 | 1.098(0.810~1.490) | 0.546 | 1.047(0.742~1.477) | 0.796 | 1.226(0.908~1.654) | 0.183 | 1.304(0.954~1.782) | 0.096 | 1.505(1.102~2.057) | 0.010 |
| 农业劳动者 | 0.895(0.684~1.171) | 0.418 | 1.159(0.857~1.568) | 0.338 | 1.090(0.841~1.412) | 0.514 | 1.144(0.869~1.505) | 0.338 | 1.354(1.035~1.772) | 0.027 |
| 身体活动(以充足为参照) | ||||||||||
| 不充足 | 1.878(1.777~1.993) | 0.038 | 0.993(0.868~1.136) | 0.917 | 1.113(0.987~1.254) | 0.080 | 1.059(0.935~1.200) | 0.368 | 0.922(0.813~1.045) | 0.204 |
| 高脂饮食(以否为参照) | ||||||||||
| 是 | 1.008(0.898~1.131) | 0.897 | 1.122(0.988~1.274) | 0.076 | 1.027(0.918~1.149) | 0.641 | 1.178(1.048~1.325) | 0.006 | 1.025(0.910~1.154) | 0.688 |
| 鱼类和蛋类摄入量(以600~1 000 g/周为参照) | ||||||||||
| >1 000 g/周 | 0.926(0.819~1.048) | 0.224 | 1.087(0.948~1.247) | 0.234 | 0.985(0.874~1.111) | 0.811 | 1.290(1.138~1.463) | <0.001 | 1.229(1.083~1.395) | 0.001 |
| 睡眠时长(以6~9 h/d为参照) | ||||||||||
| <6 h/d | 0.965(0.855~1.089) | 0.563 | 1.127(0.986~1.288) | 0.079 | 0.990(0.878~1.115) | 0.865 | 1.175(1.039~1.330) | 0.010 | 1.140(1.005~1.293) | 0.042 |
| 高血压(以否为参照) | ||||||||||
| 是 | 1.014(0.89~1.157) | 0.830 | 3.024(2.647~3.454) | <0.001 | 2.899(2.509~3.350) | <0.001 | 3.235(2.833~3.695) | <0.001 | 3.316(2.828~3.887) | <0.001 |
| 变量 | 超重 | 肥胖 | ||||||
|---|---|---|---|---|---|---|---|---|
| 2013年 | 2020年 | χ2值 | P值 | 2013年 | 2020年 | χ2值 | P值 | |
| 性别 | 13.585 | <0.001 | 10.130 | 0.001 | ||||
| 男 | 1 777(58.15,55.95a) | 1 146(53.01,54.12a) | 578(53.87,49.36a) | 1010(60.01,61.44a) | ||||
| 年龄 | 172.231 | <0.001 | 108.857 | <0.001 | ||||
| 18~20岁 | 152(4.97,6.67a) | 205(9.48,5.87a) | 32(2.98,4.05a) | 165(9.80,6.18a) | ||||
| 21~25岁 | 484(15.84,18.60a) | 285(13.18,9.26a) | 109(10.16,12.98a) | 233(13.84,10.75a) | ||||
| 26~30岁 | 662(21.66,17.46a) | 252(11.66,13.16a) | 203(18.92,13.98a) | 207(12.30,14.44a) | ||||
| 31~35岁 | 610(19.96,15.03a) | 585(27.06,31.2a) | 249(23.21,18.32a) | 431(25.61,30.26a) | ||||
| 36~40岁 | 488(15.97,17.44a) | 455(21.05,21.94a) | 200(18.64,20.96a) | 378(22.46,22.57a) | ||||
| 41~44岁 | 660(21.60,24.80a) | 380(17.58,18.56a) | 280(26.10,29.71a) | 269(15.98,15.80a) | ||||
| 文化程度 | 122.156 | <0.001 | 151.500 | <0.001 | ||||
| 初中及以下 | 2 085(68.25,79.93a) | 1 179(54.53,63.66a) | 793(73.97,83.23a) | 897(53.30,61.53a) | ||||
| 婚姻状况 | 37.955 | <0.001 | 74.448 | <0.001 | ||||
| 在婚 | 2 566(84.13,82.73a) | 1 673(77.38,85.24a) | 961(89.73,87.45a) | 1291(76.71,82.71a) | ||||
| 身体活动情况 | 132.719 | <0.001 | 67.327 | <0.001 | ||||
| 不充足 | 385(12.61,12.29a) | 540(24.99,21.59a) | 147(13.70,12.82a) | 452(26.94,24.18a) | ||||
| 高血压 | 265.010 | <0.001 | 86.981 | <0.001 | ||||
| 患病 | 252(8.25,8.90a) | 531(24.59,25.32a) | 243(22.65,21.78a) | 669(39.80,40.10a) | ||||
| 变量 | 体脂率肥胖 | |||||||
| 2013年 | 2020年 | χ2值 | P值 | |||||
| 性别 | 279.205 | <0.001 | ||||||
| 男 | 1 793(79.66,73.86a) | 2 120(44.46,57.01a) | ||||||
| 年龄 | 222.647 | <0.001 | ||||||
| 18~20岁 | 130(5.56,8.41a) | 427(11.19,7.23a) | ||||||
| 21~25岁 | 361(15.43,18.97a) | 554(14.51,10.75a) | ||||||
| 26~30岁 | 508(21.72,15.59a) | 463(12.13,14.35a) | ||||||
| 31~35岁 | 432(18.47,13.67a) | 1 012(26.51,30.90a) | ||||||
| 36~40岁 | 386(16.50,17.98a) | 767(20.09,20.82a) | ||||||
| 41~44岁 | 522(22.32,25.38a) | 594(15.56,15.95a) | ||||||
| 文化程度 | 199.098 | <0.001 | ||||||
| 初中及以下 | 1 618(69.17,82.45a) | 1 942(50.88,60.3a) | ||||||
| 婚姻状况 | 96.092 | <0.001 | ||||||
| 在婚 | 1 990(85.08,84.34a) | 2 844(74.51,81.49a) | ||||||
| 身体活动情况 | 194.951 | <0.001 | ||||||
| 不充足 | 297(12.70,10.29a) | 1 064(27.93,24.38a) | ||||||
| 高血压 | 284.530 | <0.001 | ||||||
| 患病 | 303(12.95,12.46a) | 1 146(30.02,30.91a) | ||||||
Table 5 Comparison of influencing factors for overweight, obesity, and body fat percentage obesity among residents aged 18-44 in Hebei Province in 2013 and 2020
| 变量 | 超重 | 肥胖 | ||||||
|---|---|---|---|---|---|---|---|---|
| 2013年 | 2020年 | χ2值 | P值 | 2013年 | 2020年 | χ2值 | P值 | |
| 性别 | 13.585 | <0.001 | 10.130 | 0.001 | ||||
| 男 | 1 777(58.15,55.95a) | 1 146(53.01,54.12a) | 578(53.87,49.36a) | 1010(60.01,61.44a) | ||||
| 年龄 | 172.231 | <0.001 | 108.857 | <0.001 | ||||
| 18~20岁 | 152(4.97,6.67a) | 205(9.48,5.87a) | 32(2.98,4.05a) | 165(9.80,6.18a) | ||||
| 21~25岁 | 484(15.84,18.60a) | 285(13.18,9.26a) | 109(10.16,12.98a) | 233(13.84,10.75a) | ||||
| 26~30岁 | 662(21.66,17.46a) | 252(11.66,13.16a) | 203(18.92,13.98a) | 207(12.30,14.44a) | ||||
| 31~35岁 | 610(19.96,15.03a) | 585(27.06,31.2a) | 249(23.21,18.32a) | 431(25.61,30.26a) | ||||
| 36~40岁 | 488(15.97,17.44a) | 455(21.05,21.94a) | 200(18.64,20.96a) | 378(22.46,22.57a) | ||||
| 41~44岁 | 660(21.60,24.80a) | 380(17.58,18.56a) | 280(26.10,29.71a) | 269(15.98,15.80a) | ||||
| 文化程度 | 122.156 | <0.001 | 151.500 | <0.001 | ||||
| 初中及以下 | 2 085(68.25,79.93a) | 1 179(54.53,63.66a) | 793(73.97,83.23a) | 897(53.30,61.53a) | ||||
| 婚姻状况 | 37.955 | <0.001 | 74.448 | <0.001 | ||||
| 在婚 | 2 566(84.13,82.73a) | 1 673(77.38,85.24a) | 961(89.73,87.45a) | 1291(76.71,82.71a) | ||||
| 身体活动情况 | 132.719 | <0.001 | 67.327 | <0.001 | ||||
| 不充足 | 385(12.61,12.29a) | 540(24.99,21.59a) | 147(13.70,12.82a) | 452(26.94,24.18a) | ||||
| 高血压 | 265.010 | <0.001 | 86.981 | <0.001 | ||||
| 患病 | 252(8.25,8.90a) | 531(24.59,25.32a) | 243(22.65,21.78a) | 669(39.80,40.10a) | ||||
| 变量 | 体脂率肥胖 | |||||||
| 2013年 | 2020年 | χ2值 | P值 | |||||
| 性别 | 279.205 | <0.001 | ||||||
| 男 | 1 793(79.66,73.86a) | 2 120(44.46,57.01a) | ||||||
| 年龄 | 222.647 | <0.001 | ||||||
| 18~20岁 | 130(5.56,8.41a) | 427(11.19,7.23a) | ||||||
| 21~25岁 | 361(15.43,18.97a) | 554(14.51,10.75a) | ||||||
| 26~30岁 | 508(21.72,15.59a) | 463(12.13,14.35a) | ||||||
| 31~35岁 | 432(18.47,13.67a) | 1 012(26.51,30.90a) | ||||||
| 36~40岁 | 386(16.50,17.98a) | 767(20.09,20.82a) | ||||||
| 41~44岁 | 522(22.32,25.38a) | 594(15.56,15.95a) | ||||||
| 文化程度 | 199.098 | <0.001 | ||||||
| 初中及以下 | 1 618(69.17,82.45a) | 1 942(50.88,60.3a) | ||||||
| 婚姻状况 | 96.092 | <0.001 | ||||||
| 在婚 | 1 990(85.08,84.34a) | 2 844(74.51,81.49a) | ||||||
| 身体活动情况 | 194.951 | <0.001 | ||||||
| 不充足 | 297(12.70,10.29a) | 1 064(27.93,24.38a) | ||||||
| 高血压 | 284.530 | <0.001 | ||||||
| 患病 | 303(12.95,12.46a) | 1 146(30.02,30.91a) | ||||||
| 变量 | 腹型肥胖 | 高WHtR | ||||||
|---|---|---|---|---|---|---|---|---|
| 2013年 | 2020年 | χ2值 | P值 | 2013年 | 2020年 | χ2值 | P值 | |
| 性别 | 5.906 | 0.015 | 1.051 | 0.305 | ||||
| 男 | 1 476(57.75,53.89a) | 1 630(61.05,63.30a) | 2 216(54.96,52.01a) | 2 197(43.90,57.73a) | ||||
| 年龄 | 182.890 | <0.001 | 233.153 | <0.001 | ||||
| 18~20岁 | 118(4.62,6.71a) | 225(8.43,5.32a) | 187(4.64,6.60a) | 338(8.63,5.29a) | ||||
| 21~25岁 | 397(15.53,18.93a) | 324(12.13,9.27a) | 621(15.40,18.42a) | 481(12.28,9.06a) | ||||
| 26~30岁 | 563(22.03,16.76a) | 329(12.32,14.68a) | 845(20.96,16.05a) | 478(12.21,14.29a) | ||||
| 31~35岁 | 499(19.52,15.03a) | 713(26.70,30.86a) | 811(20.11,15.69a) | 1 049(26.79,30.91a) | ||||
| 36~40岁 | 424(16.59,17.93a) | 619(23.18,23.14a) | 681(16.89,18.80a) | 862(22.01,22.34a) | ||||
| 41~44岁 | 555(21.71,24.65a) | 460(17.23,16.73a) | 887(22.00,24.45a) | 708(18.08,18.11a) | ||||
| 文化程度 | 25.342 | <0.001 | 42.046 | <0.001 | ||||
| 初中及以下 | 1 818(71.13,79.60a) | 1 471(55.09,63.52a) | 2 915(72.30,80.63a) | 2 204(56.28,64.75a) | ||||
| 婚姻状况 | 25.151 | <0.001 | 46.828 | <0.001 | ||||
| 在婚 | 2 170(84.90,82.26a) | 2 125(79.59,85.31a) | 3 428(85.02,82.64a) | 3 099(79.14,85.28a) | ||||
| 职业 | ||||||||
| 个体工商户 | 115(4.50,3.54a) | 250(9.36,9.48a) | 47.558 | <0.001 | 160(3.97,3.18a) | 349(8.91,9.14a) | 81.008 | <0.001 |
| 农业劳动者(从事农林牧渔工作) | 1 276(49.92,64.32a) | 1 081(40.49,45.31a) | 46.949 | <0.001 | 2 036(50.50,64.91a) | 1 618(41.32,45.44a) | 67.348 | <0.001 |
| 高脂饮食 | 2.274 | 0.132 | 8.285 | <0.001 | ||||
| 是 | 1 271(49.73,40.81a) | 1 272(47.64,47.74a) | 1 972(48.91,46.97a) | 1 789(45.68,38.72a) | ||||
| 鱼类和蛋类合计 | 156.506 | <0.001 | 188.080 | <0.001 | ||||
| >1 000 g/周 | 978(38.26,37.35a) | 1 483(55.54,54.65a) | 1 528(37.90,37.08a) | 2 084(53.22,52.99a) | ||||
| 睡眠时间 | 1.168 | 0.280 | 194.271 | <0.001 | ||||
| <6 h/d | 967(37.83,44.86a) | 1 049(39.29,41.49a) | 1 511(37.48,44.68a) | 718(18.34,39.98a) | ||||
| 高血压 | 364.629 | <0.001 | 420.299 | <0.001 | ||||
| 是 | 352(13.77,13.53a) | 983(36.82,37.98a) | 489(12.13,12.01a) | 1 214(31.00,31.51a) | ||||
Table 6 Comparison of influencing factors for abdominal obesity and high WHtR among residents aged 18-44 in Hebei Province in 2013 and 2020
| 变量 | 腹型肥胖 | 高WHtR | ||||||
|---|---|---|---|---|---|---|---|---|
| 2013年 | 2020年 | χ2值 | P值 | 2013年 | 2020年 | χ2值 | P值 | |
| 性别 | 5.906 | 0.015 | 1.051 | 0.305 | ||||
| 男 | 1 476(57.75,53.89a) | 1 630(61.05,63.30a) | 2 216(54.96,52.01a) | 2 197(43.90,57.73a) | ||||
| 年龄 | 182.890 | <0.001 | 233.153 | <0.001 | ||||
| 18~20岁 | 118(4.62,6.71a) | 225(8.43,5.32a) | 187(4.64,6.60a) | 338(8.63,5.29a) | ||||
| 21~25岁 | 397(15.53,18.93a) | 324(12.13,9.27a) | 621(15.40,18.42a) | 481(12.28,9.06a) | ||||
| 26~30岁 | 563(22.03,16.76a) | 329(12.32,14.68a) | 845(20.96,16.05a) | 478(12.21,14.29a) | ||||
| 31~35岁 | 499(19.52,15.03a) | 713(26.70,30.86a) | 811(20.11,15.69a) | 1 049(26.79,30.91a) | ||||
| 36~40岁 | 424(16.59,17.93a) | 619(23.18,23.14a) | 681(16.89,18.80a) | 862(22.01,22.34a) | ||||
| 41~44岁 | 555(21.71,24.65a) | 460(17.23,16.73a) | 887(22.00,24.45a) | 708(18.08,18.11a) | ||||
| 文化程度 | 25.342 | <0.001 | 42.046 | <0.001 | ||||
| 初中及以下 | 1 818(71.13,79.60a) | 1 471(55.09,63.52a) | 2 915(72.30,80.63a) | 2 204(56.28,64.75a) | ||||
| 婚姻状况 | 25.151 | <0.001 | 46.828 | <0.001 | ||||
| 在婚 | 2 170(84.90,82.26a) | 2 125(79.59,85.31a) | 3 428(85.02,82.64a) | 3 099(79.14,85.28a) | ||||
| 职业 | ||||||||
| 个体工商户 | 115(4.50,3.54a) | 250(9.36,9.48a) | 47.558 | <0.001 | 160(3.97,3.18a) | 349(8.91,9.14a) | 81.008 | <0.001 |
| 农业劳动者(从事农林牧渔工作) | 1 276(49.92,64.32a) | 1 081(40.49,45.31a) | 46.949 | <0.001 | 2 036(50.50,64.91a) | 1 618(41.32,45.44a) | 67.348 | <0.001 |
| 高脂饮食 | 2.274 | 0.132 | 8.285 | <0.001 | ||||
| 是 | 1 271(49.73,40.81a) | 1 272(47.64,47.74a) | 1 972(48.91,46.97a) | 1 789(45.68,38.72a) | ||||
| 鱼类和蛋类合计 | 156.506 | <0.001 | 188.080 | <0.001 | ||||
| >1 000 g/周 | 978(38.26,37.35a) | 1 483(55.54,54.65a) | 1 528(37.90,37.08a) | 2 084(53.22,52.99a) | ||||
| 睡眠时间 | 1.168 | 0.280 | 194.271 | <0.001 | ||||
| <6 h/d | 967(37.83,44.86a) | 1 049(39.29,41.49a) | 1 511(37.48,44.68a) | 718(18.34,39.98a) | ||||
| 高血压 | 364.629 | <0.001 | 420.299 | <0.001 | ||||
| 是 | 352(13.77,13.53a) | 983(36.82,37.98a) | 489(12.13,12.01a) | 1 214(31.00,31.51a) | ||||
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