Analysis of the association of eating behavior and personality with obesity in children
-
摘要:
目的 探讨饮食行为在人格特征与儿童肥胖关联中的作用, 为有效预防中国儿童肥胖提供科学依据。 方法 2018年9月在北京、山西长治、新疆乌鲁木齐3个地区调查1 271名小学四年级儿童。采用大五人格量表简表测量人格特征, 使用儿童饮食行为问卷测量儿童饮食行为, 通过体格检查获取5个肥胖相关指标。 结果 校正性别、年龄和地区后, 严谨性人格标准化评分与儿童BMI(B=-0.227, 95%CI=-0.422~-0.031)、BMI Z评分(B=-0.081, 95%CI=-0.158~-0.006)、腰围(B=-0.720, 95%CI=-1.281~-0.159)、腰臀围比(B=-0.004, 95%CI=-0.007~ -0.001)和体脂百分比(B=-0.727, 95%CI=-1.293~-0.162)均呈负相关(P值均 < 0.05)。中介作用分析结果显示, 严谨性人格可能通过食物响应和情绪性过食行为影响BMI、BMI Z评分、腰围、腰臀围比和体脂百分比; 食物响应和情绪性过食行为在严谨性人格与5个肥胖相关指标的中介作用占总效应的比例分别为27.5%~47.1%和0.9%~18.0%(P值均 < 0.05)。 结论 严谨性人格与较低的儿童肥胖风险相关, 食物响应和情绪性过食行为是两者关联的中介因素。应针对严谨性较低的儿童及时开展健康教育, 以早期预防肥胖的发生。 Abstract:Objective To explore the mediation effect of eating behavior in the personality-obesity association, so as to provide scientific evidence for preventing childhood obesity in China. Methods This study investigated 1 271 children in September 2018 among Beijing, Changzhi and Urumuqi. By used NEO-five Factor Inventory to assess characteristics of personality and used Children Eating Behavior Questionnaire to measure eating behaviors in children. Five obesity-related indicators [body mass index (BMI), BMI Z-score, waist circumference, waist-to-hip ratio and body fat percentage] were derived from physical examination. Results After adjusting for sex, age and region, the standardization scores of conscientiousness were negatively associated with BMI(B=-0.227, 95%CI=-0.422--0.031), BMI Z-score(B=-0.081, 95%CI=-0.158--0.006), waist circumference(B=-0.720, 95%CI=-1.281--0.159), waist-to-hip ratio(B=-0.004, 95%CI=-0.007--0.001) and body fat percentage (B=-0.727, 95%CI=-1.293--0.162)(P < 0.05). Results from the mediation analysis showed that the associations between conscientiousness and BMI, BMI Z-score, waist circumference, waist-to-hip ratio and body fat percentage were partly mediated through food responsiveness and emotional eating behaviors; with effects ranged from 27.5%-47.1% and 0.9%-18.0%(P < 0.05). Conclusion Conscientiousness is associated with lower risk of childhood obesity and food responsiveness and emotional eating behaviors show mediating effect in the association between childhood personality and obesity. Health education should be carried out in time for children with low conscientiousness in order to prevent the occurrence of obesity in the early stage. -
Key words:
- Personality /
- Food habits /
- Obesity /
- Regression analysis /
- Child
1) 利益冲突声明 所有作者声明无利益冲突。 -
表 1 不同性别地区儿童的人格特征评分比较(x±s)
Table 1. Comparison of children's scores of personality traits by sex and district(x±s)
性别和地区 人数 统计值 严谨性 神经质 外向性 开放性 宜人性 性别 男 652 44.8±8.4 31.0±9.5 44.0±7.7 42.8±6.8 44.4±6.6 女 619 44.6±7.8 33.8±9.8 41.6±8.0 42.7±6.7 44.7±6.6 t值 0.50 -5.16 5.50 0.30 -0.84 P值 0.62 <0.01 <0.01 0.76 0.40 地区 北京 453 44.6±8.2 33.3±10.3 42.9±7.9 42.9±6.7 43.7±6.5 山西长治 370 44.1±7.7 32.3±8.9 42.6±8.0 41.9±6.6 45.1±6.5 新疆乌鲁木齐 448 45.3±8.3 31.4±9.8 43.0±8.0 43.4±6.7 45.1±6.7 F值 1.75 8.69 0.01 1.34 10.66 P值 0.19 <0.01 0.92 0.25 <0.01 表 2 儿童人格特征与肥胖相关指标的关联[B值(B值95%CI),n=1 271]
Table 2. Association of children's personality traits with obesity-related indicators[B(B 95%CI), n=1 271]
人格特征 BMI/(kg·m-2) BMI Z评分 腰围/cm 腰臀围比 体脂百分比 严谨性 -0.227(-0.422~-0.031)* -0.081(-0.158~-0.006)* -0.720(-1.281~-0.159)* -0.004(-0.007~-0.001)** -0.727(-1.293~-0.162)* 神经质 0.123(-0.076~0.321) 0.045(-0.031~0.123) 0.323(-0.248~0.893) 0.002(-0.001~0.004) 0.221(-0.353~0.795) 外向性 -0.114(-0.313~0.084) -0.033(-0.110~0.044) -0.328(-0.895~0.239) -0.002(-0.005~0.001) -0.337(-0.912~0.237) 开放性 -0.200(-0.396~-0.004)* -0.077(-0.153~-0.001)* -0.385(-0.950~0.179) -0.003(-0.006~0.000) -0.482(-1.051~0.086) 宜人性 -0.026(-0.223~0.172) -0.009(-0.086~0.067) -0.128(-0.695~0.439) 0.000(-0.003~0.003) 0.042(-0.530~0.614) 注:*P<0.05,**P<0.01。 表 3 儿童食物响应在严谨性与肥胖相关指标关联中的中介作用[B值(B值95%CI),n=1 271]
Table 3. The mediating effect of food responsiveness on the association of consciousness with obesity-related indicators[B(B 95%CI), n=1 271]
肥胖相关指标 直接效应 间接效应 总效应 间接效应(中介作用) BMI/(kg·m-2) -0.122(-0.315~0.070) -0.112(-0.176~-0.050)** -0.233(-0.441~-0.040)* 0.471(0.184~1.710)* BMI Z评分 -0.043(-0.119~0.030) -0.039(-0.062~-0.020)** -0.082(-0.162~-0.010)* 0.460(0.138~2.080)* 腰围/cm -0.442(-0.986~0.080) -0.286(-0.458~-0.130)** -0.729(-1.302~-0.180)* 0.390(0.167~1.230)* 腰臀围比 -0.003(-0.006~0.000) -0.001(-0.002~0.000)** -0.004(-0.008~0.000)** 0.275(0.115~0.760)** 体脂百分比 -0.455(-1.017~0.090) -0.293(-0.465~-0.140)** -0.748(-1.335~-0.200)* 0.390(0.166~1.190)* 注:*P<0.05,**P<0.01。 表 4 儿童情绪性过食在严谨性与肥胖相关指标关联中的中介作用[B值(B值95%CI),n=1 271]
Table 4. The mediating effect of emotional overeating on the association of conscientiousness with obesity-related indicators[B(B 95%CI), n=1 271]
肥胖相关指标 直接效应 间接效应 总效应 间接效应(中介作用) BMI/(kg·m-2) -0.178(-0.389~0.030) -0.041(-0.076~-0.010)** -0.219(-0.433~-0.020)* 0.180(0.013~0.960)* BMI Z评分 -0.063(-0.145~0.020) -0.014(-0.027~0.000)** -0.078(-0.161~0.000)* 0.178(-0.046~1.270) 腰围/cm -0.634(-1.220~-0.080)* -0.092(-0.186~-0.030)** -0.726(-1.329~-0.160)* 0.123(0.027~0.490)* 腰臀围比 -0.004(-0.007~0.000)** -0.000(-0.001~0.000)** -0.005(-0.008~0.000)** 0.090(0.023~0.290)** 体脂百分比 -0.605(-1.214~-0.020)* -0.115(-0.214~-0.040)** -0.721(-1.328~-0.150)* 0.155(0.038~0.650)* 注:*P<0.05,**P<0.01。 -
[1] BERGNER R M. What is personality?Two myths and a definition[J]. New Ideas Psychol, 2020, 57: 7. [2] FLYNN K E, SMITH M A. Personality and health care decision making style[J]. J Gerontol B Psychol Sci Soc Sci, 2007, 62(5): 261-267. doi: 10.1093/geronb/62.5.P261 [3] HAMPSON S E, GOLDBERG L G, VOGT T M, et al. Forty years on: teachers' assessments of children's personality traits predict self-reported health behaviors and outcomes at midlife[J]. Health Psychol, 2006, 25(1): 57-64. doi: 10.1037/0278-6133.25.1.57 [4] BECK E D, JACKSON J J. A Meta-analysis of personality prediction: robustness and boundary conditions[J]. J Pers Soc Psychol, 2022, 122(3): 523-553. doi: 10.1037/pspp0000386 [5] JOKELA M, HINTSANEN M, HAKULINEN C, et al. Association of personality with the development and persistence of obesity: a Meta-analysis based on individual-participant data[J]. Obes Rev, 2013, 14(4): 315-323. doi: 10.1111/obr.12007 [6] GERLACH G, HERPERTZ S, LOEBER S. Personality traits and obesity: a systematic review[J]. Obes Rev, 2015, 16(1): 32-63. doi: 10.1111/obr.12235 [7] SUTIN A R, TERRACCIANO A. Personality and body weight: mechanisms, longitudinal associations and context[J]. Pasonar Kenkyu, 2017, 26: 1-11. [8] 姚若松, 梁乐瑶. 大五人格量表简化版(NEO-FFI)在大学生人群的应用分析[J]. 中国临床心理学杂志, 2010, 18(4): 457-459. doi: 10.16128/j.cnki.1005-3611.2010.04.024YAO R S, LIANG L Y. Analysis of the application of simplified NEO-FFI to undergraduates[J]. Chin J Clin Psychol, 2010, 18(4): 457-459. (in Chinese) doi: 10.16128/j.cnki.1005-3611.2010.04.024 [9] 龚玉莎, 时俊新, 丁慧思, 等. 武汉市中小学生人格特质及心理弹性与抑郁症状的关系[J]. 卫生研究, 2020, 49(2): 173-178, 226. doi: 10.19813/j.cnki.weishengyanjiu.2020.02.001GONG Y S, SHI J X, DING H S, et al. Relationships among personality traits, resilience and depressive symptoms of students in Wuhan City[J]. J Hyg Res, 2020, 49(2): 173-178, 226. (in Chinese) doi: 10.19813/j.cnki.weishengyanjiu.2020.02.001 [10] DE ONIS M, ONYANGO A W, BORGHI E, et al. Development of a WHO growth reference for school-aged children and adolescents[J]. Bull World Health Organ, 2007, 85(9): 660-667. doi: 10.2471/BLT.07.043497 [11] WARDLE J, GUTHRIE C A, SANDERSON S, et al. Development of the children's Eating Behaviour Questionnaire[J]. J Child Psychol Psychiatry, 2001, 42(7): 963-970. doi: 10.1111/1469-7610.00792 [12] GAO M, XUE K, GUO H. Reliability and validity study of the Children's Eating Behavior Questionnaire in Chinese School-age Children[J]. J Nutr Sci Vitaminol (Tokyo), 2020, 66(Supplement): S82-S86. doi: 10.3177/jnsv.66.S82 [13] KININMONTH A, SMITH A, CARNELL S, et al. The association between childhood adiposity and appetite assessed using the Child Eating Behavior Questionnaire and Baby Eating Behavior Questionnaire: a systematic review and Meta-analysis[J]. Obes Rev, 2021, 22(5): e13169. [14] GERLACH G, HERPERTZ S, LOEBER S. Personality traits and obesity: a systematic review[J]. Obes Rev, 2015, 16(1): 32-63. doi: 10.1111/obr.12235 [15] SAWHNEY M, HAWKINS M A W, STOUT M E, et al. The facets of conscientiousness and body mass index: potential mediation by eating factors[J]. Pers Indiv Differ, 2020, 166: 110157. doi: 10.1016/j.paid.2020.110157 [16] 萧黎. 单纯性肥胖儿童智力与个性调查[J]. 中国心理卫生杂志, 1995, 9(6): 247-248. doi: 10.3321/j.issn:1000-6729.1995.06.001XIAO L. Intelligence and personality survey of children with simple obesity[J]. Chin Ment Health J, 1995, 9(6): 247-248. (in Chinese) doi: 10.3321/j.issn:1000-6729.1995.06.001 [17] 郭忠琴, 乔慧, 郑芝凤, 等. 单纯性肥胖儿童智力、个性、生理指标的调查分析[J]. 中国学校卫生, 1999, 20(3): 214-215. https://www.cnki.com.cn/Article/CJFDTOTAL-XIWS199903053.htmGUO Z Q, QIAO H, ZHENG Z F, et al. Investigation and analysis of intelligence, personality and physiological indicators in children with simple obesity[J]. Chin J Sch Health, 1999, 20(3): 214-215. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XIWS199903053.htm [18] 彭惠, 杨书荣, 李静, 等. 肥胖儿童血脂水平与个性特点分析[J]. 中国临床康复, 2004, 8(36): 8275-8277. https://www.cnki.com.cn/Article/CJFDTOTAL-XDKF200436065.htmPENG H, YANG S R, LI J, et al. Level of blood lipid and personal character in obese children[J]. Chin J Clin Rehabil, 2004, 8(36): 8275-8277. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XDKF200436065.htm [19] 李春灵. 肥胖中小学生人格特征研究[J]. 中国校医, 1995, 9(6): 420-421. https://www.cnki.com.cn/Article/CJFDTOTAL-XIYI199506006.htmLI C L. Characteristics of personality traits in primary and secondary school students with obesity[J]. Chin J School Doctor, 1995, 9(6): 420-421. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XIYI199506006.htm [20] 朱婉秋. 小学生及其亲代BMI与人格特征关系的研究[D]. 沈阳: 中国医科大学, 2020.ZHU W Q. Research on the relationship between BMI and personality characteristics in primary school students and their parents[D]. Shenyang: China Medical University, 2020. (in Chinese) [21] VAN DEN BERG L, PIETERSE K, MALIK J A, et al. Association between impulsivity, reward responsiveness and body mass index in children[J]. Int J Obes (Lond), 2011, 35(10): 1301-1307. doi: 10.1038/ijo.2011.116 [22] BONDY E, BARANGER D A A, BALBONA J, et al. Neuroticism and reward-related ventral striatum activity: probing vulnerability to stress-related depression[J]. J Abnorm Psychol, 2021, 130(3): 223-235. doi: 10.1037/abn0000618 [23] MENGELKOCH S, GASSEN J, CORRIGAN E K, et al. Exploring the links between personality and immune function[J]. Pers Indiv Differ, 2022, 184: 111179. doi: 10.1016/j.paid.2021.111179 [24] WEI X, JIANG X, ZHANG X, et al. Association between neuroticism and risk of lung cancer: results from observational and Mendelian randomization analyses[J]. Front Oncol, 2022, 12: 836159. doi: 10.3389/fonc.2022.836159 [25] VAINIK U, DAGHER A, REALO A, et al. Personality-obesity associations are driven by narrow traits: a Meta-analysis[J]. Obes Rev, 2019, 20(8): 1121-1131. [26] HAMPSON S E, VOLLRATH M E, JúlÍUSSON P B. Personality and overweight in 6-12-year-old children[J]. Pediatr Obes, 2015, 10(5): e5-e7. doi: 10.1111/ijpo.12014 -

计量
- 文章访问数: 405
- HTML全文浏览量: 164
- PDF下载量: 44
- 被引次数: 0