Longitudinal association between processed food consumption and anxiety symptoms among college students in Yunnan Province
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摘要:
目的 探讨云南省大学生加工食品消费与焦虑症状的关联,为预防和缓解大学生焦虑症状提供参考。 方法 采用整群随机抽样方法选取云南2所大学2 515名大一年级学生为研究对象进行纵向调查研究,包括基线调查(2021年11月,T1)及3次随访(2022年6月,T2;2022年11月,T3;2023年6月,T4)。使用食物频率调查表评估大学生加工食品消费状况,采用中文版抑郁-焦虑-压力量表-21(DASS-21)评估大学生的情绪症状。应用广义估计方程模型分析加工食品消费状况与焦虑症状的关联。 结果 云南大学生T1~T4的4次焦虑症状检出率分别为29.70%,36.70%,37.69%和38.73%,4次焦虑症状评分分别为4(0,8),4(0,10),4(0,12)和2(0,14)。在广义估计方程模型控制人口学变量和混杂因素后,碳酸饮料消费(β=0.06,95%CI=0.03~0.08)、其他加工零食消费(β=0.04,95%CI=0.01~0.07)与焦虑症状的关联均有统计学意义(P值均<0.05)。按性别分层分析显示,大学女生碳酸饮料消费(β=0.08,95%CI=0.05~0.12)、速食食品消费(β=0.03,95%CI=0.00~0.06)与焦虑症状的关联均有统计学意义(P值均<0.05),大学男生加工食品消费与焦虑症状的关联无统计学意义(P值均>0.05)。 结论 云南大学生加工食品消费可能增加焦虑症状风险,且女生更为明显。应加强对大学生加工食品消费的正向指导,以预防或缓解焦虑症状。 Abstract:Objective To explore the association between processed food consumption and anxiety symptoms among college students in Yunnan Province, so as to provide a reference for the prevention and treatment of anxiety symptoms in this population. Methods A cluster random sample of 2 515 first-year students from two universities in Yunnan Province was selected to carry out a longitudinal investigation which included a baseline survey (November 2021, T1) and three follow-up visits (June 2022, T2; November 2022, T3; June 2023, T4). The food frequency questionnaire was administered to assess processed food consumption, and the Depression Anxiety Stress Scale-21 (DASS-21, Chinese version) was used to evaluate anxiety symptoms. A generalized estimation equation model was used to analyze the relationship between processed food consumption and anxiety symptoms. Results The detection rates of T1-T4 anxiety symptoms among college students in Yunnan Province were 29.70%, 36.70%, 37.69% and 38.73%, respectively, and the corresponding anxiety symptom scores were 4(0, 8), 4(0, 10), 4(0, 12), 2(0, 14). After controlling for demographic variables and confounding factors in the generalized estimation equation model, a statistically significant association was found between consumption of carbonated beverages (β=0.06, 95%CI=0.03-0.08), and other processed snacks (β=0.04, 95%CI=0.01-0.07) (P<0.05). The stratified analysis by gender showed that the consumption of carbonated beverages (β=0.08, 95%CI=0.05-0.12) and fast food (β=0.03, 95%CI=0.00-0.06) was significantly associated with anxiety symptoms in female college students (P<0.05). There was no significant association between processed food consumption and anxiety symptoms in male college students (P>0.05). Conclusions Processed food consumption by college students in Yunnan Province may increase the risk of anxiety symptoms, particularly among female students. There is a need to strengthen guidance in respect to processed food consumption, so as to prevent and treat anxiety symptoms. -
Key words:
- Food handling /
- Anxiety /
- Mental health /
- Regression analysis /
- Students
1) 利益冲突声明 所有作者声明无利益冲突。 -
表 1 云南大学生加工食品消费情况(n=2 515)
Table 1. The consumption of processed food among college students in Yunnan Province(n=2 515)
时间 食品 类别 1~2次 3~4次 5~6次 7~8次 9~10次 ≥11次 T1 加工食品 加工肉类 1 114(44.29) 348(13.84) 167(6.64) 29(1.15) 33(1.31) 34(1.35) 主食加工制品 1 000(39.76) 213(8.47) 110(4.37) 32(1.27) 15(0.60) 26(1.03) 加工蛋 348(13.84) 41(1.63) 32(1.27) 13(0.52) 5(0.20) 7(0.28) 果脯/蜜饯 700(27.83) 98(3.90) 47(1.87) 15(0.60) 7(0.28) 11(0.44) 面包/奶油蛋糕 1 160(46.12) 359(14.27) 199(7.91) 52(2.07) 39(1.55) 30(1.19) 其他加工零食 1 140(45.33) 202(8.03) 106(4.21) 20(0.80) 16(0.64) 17(0.68) 超加工食品 膨化食品 1 121(44.57) 319(12.68) 154(6.12) 18(0.72) 20(0.80) 27(1.07) 速食食品 1 123(44.65) 425(16.90) 176(7.00) 34(1.35) 30(1.19) 29(1.15) 糖果 1 107(44.02) 193(7.67) 113(4.49) 22(0.87) 20(0.80) 20(0.80) 巧克力 740(29.42) 80(3.18) 67(2.66) 12(0.48) 15(0.60) 8(0.32) 碳酸饮料 725(28.83) 124(4.93) 62(2.47) 13(0.52) 9(0.36) 12(0.48) T2 加工食品 加工肉类 860(34.19) 242(9.62) 311(12.37) 51(2.03) 165(6.56) 191(7.59) 主食加工制品 836(33.24) 218(8.67) 279(11.09) 43(1.71) 164(6.52) 239(9.50) 加工蛋 484(19.24) 85(3.38) 107(4.25) 25(0.99) 66(2.62) 97(3.86) 果脯/蜜饯 677(26.92) 135(5.37) 172(6.84) 32(1.27) 98(3.90) 125(4.97) 面包/奶油蛋糕 840(33.40) 286(11.37) 344(13.68) 78(3.10) 175(6.96) 241(9.58) 其他加工零食 887(35.27) 197(7.83) 267(10.62) 50(1.99) 120(4.77) 142(5.65) 超加工食品 膨化食品 839(33.36) 259(10.30) 286(11.37) 60(2.39) 135(5.37) 228(9.07) 速食食品 835(33.20) 287(11.41) 291(11.57) 63(2.50) 171(6.80) 241(9.58) 糖果 898(35.71) 187(7.44) 236(9.38) 49(1.95) 129(5.13) 168(6.68) 巧克力 696(27.67) 144(5.73) 179(7.12) 35(1.39) 82(3.26) 108(4.29) 碳酸饮料 776(30.85) 199(7.91) 268(10.66) 43(1.71) 113(4.49) 159(6.32) T3 加工食品 加工肉类 1 411(56.10) 360(14.31) 198(7.87) 52(2.07) 29(1.15) 34(1.35) 主食加工制品 1 383(54.99) 425(16.90) 181(7.20) 46(1.83) 44(1.75) 34(1.35) 加工蛋 1 253(49.82) 284(11.29) 161(6.40) 43(1.71) 34(1.35) 34(1.35) 果脯/蜜饯 1 269(50.46) 247(9.82) 124(4.93) 37(1.47) 25(0.99) 24(0.95) 面包/奶油蛋糕 1 451(57.69) 323(12.84) 153(6.08) 43(1.71) 33(1.31) 35(1.39) 其他加工零食 1 371(54.51) 300(11.93) 146(5.81) 48(1.91) 24(0.95) 30(1.19) 超加工食品 膨化食品 1 426(56.70) 358(14.23) 172(6.84) 40(1.59) 34(1.35) 27(1.07) 速食食品 1 344(53.44) 372(14.79) 173(6.88) 56(2.23) 30(1.19) 32(1.27) 糖果 1 415(56.26) 241(9.58) 140(5.57) 35(1.39) 30(1.19) 26(1.03) 巧克力 1 351(53.72) 228(9.07) 115(4.57) 35(1.39) 24(0.95) 30(1.19) 碳酸饮料 1 191(47.36) 227(9.03) 114(4.53) 32(1.27) 27(1.07) 28(1.11) T4 加工食品 加工肉类 1 467(58.33) 359(14.27) 171(6.80) 44(1.75) 32(1.27) 24(0.95) 主食加工制品 1 383(54.99) 427(16.98) 178(7.08) 34(1.35) 52(2.07) 35(1.39) 加工蛋 1 285(51.09) 301(11.97) 161(6.40) 35(1.39) 28(1.11) 20(0.80) 果脯/蜜饯 1 315(52.29) 263(10.46) 120(4.77) 26(1.03) 32(1.27) 21(0.83) 面包/奶油蛋糕 1 497(59.52) 334(13.28) 155(6.16) 36(1.43) 34(1.35) 25(0.99) 其他加工零食 1 442(57.34) 299(11.89) 139(5.53) 30(1.19) 27(1.07) 19(0.76) 超加工食品 膨化食品 1 528(60.76) 321(12.76) 139(5.53) 25(0.99) 33(1.31) 24(0.95) 速食食品 1 454(57.81) 348(13.84) 147(5.84) 45(1.79) 26(1.03) 20(0.80) 糖果 1 484(59.01) 247(9.82) 132(5.25) 15(0.60) 27(1.07) 21(0.83) 巧克力 1 400(55.67) 232(9.22) 104(4.14) 26(1.03) 25(0.99) 21(0.83) 碳酸饮料 1 368(54.39) 269(10.70) 113(4.49) 28(1.11) 31(1.23) 21(0.83) 注:()内数字为消费率/%。 表 2 云南大学生加工食品消费与焦虑症状的关联(n=2 515)
Table 2. Association between processed food consumption and anxiety symptoms among college students in Yunnan Province(n=2 515)
自变量 选项 模型1 模型2 标准误 Wald χ2值 β值(95%CI) 标准误 Wald χ2值 β值(95%CI) 加工食品 加工肉类 0.01 1.68 -0.02(-0.04~0.01) 0.01 1.26 -0.02(-0.04~0.01) 主食加工制品 0.01 0.85 -0.01(-0.03~0.01) 0.01 0.54 -0.01(-0.03~0.01) 加工蛋 0.02 0.06 0.00(-0.03~0.04) 0.02 0.44 -0.01(-0.04~0.02) 果脯/蜜饯 0.02 0.63 -0.01(-0.05~0.02) 0.02 0.75 -0.02(-0.05~0.02) 面包/奶油蛋糕 0.01 2.72 -0.02(-0.05~0.00) 0.01 1.67 -0.02(-0.05~0.01) 其他加工零食 0.02 6.45 0.04(0.01~0.07)* 0.02 5.64 0.04(0.01~0.07)* 超加工食品 膨化食品 0.02 0.22 0.01(-0.02~0.04) 0.02 0.32 0.01(-0.02~0.04) 速食食品 0.01 0.89 0.01(-0.01~0.04) 0.01 1.72 0.02(-0.01~0.04) 糖果 0.02 0.30 0.01(-0.02~0.04) 0.02 0.42 0.01(-0.02~0.04) 巧克力 0.02 1.35 0.02(-0.01~0.06) 0.02 0.24 0.01(-0.03~0.04) 碳酸饮料 0.01 20.66 0.06(0.04~0.09)** 0.01 17.71 0.06(0.03~0.08)** 注: *P<0.05,**P<0.01。 -
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