Skip to main content
Log in

Beyond emotion: online takeaway food consumption is associated with emotional overeating among Chinese college students

  • Original Article
  • Published:
Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity Aims and scope Submit manuscript

Abstract

Background

Online takeaway food has become very popular in China. However, the potential effects of online takeaway food consumption on eating behaviours among individuals during the transition stage from adolescence to young adulthood have not yet been assessed.

Objective

This study aimed to examine the effects of takeaway food consumption on emotional overeating behaviour among college students.

Methods

Data were collected from 1450 college students from six universities in Anhui, China. The frequency of emotional overeating during the past 4 weeks was assessed by the emotional overeating questionnaire (EOQ). Data on the frequency of online takeaway food consumption and other potential risk factors at the individual, interpersonal, physical environment, and macro-system levels were assessed by questionnaire. Multilevel linear regression analyses were employed to explore the association between takeaway food consumption and emotional overeating behaviour.

Results

Compared to those who consumed online takeaway food less than 1 day per week, participants who consumed this food 4–5 days per week and participants who consumed this food 6–7 days per week had significantly higher EOQ scores (β = 0.14, p < 0.05 and β = 0.67, p < 0.001, respectively). More frequent consumption was associated with higher EOQ scores (p for trend < 0.001).

Conclusion

A higher frequency of takeaway food consumption was associated with an elevated risk of emotional overeating among college students independent of personal emotional status and other potential confounders at the interpersonal, physical environmental and macro-system levels.

Level of evidence

Level V; cross-sectional descriptive study.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Data and material availability

Data can on request be made available.

References

  1. Stok FM, Renner B, Clarys P, Lien N, Lakerveld J, Deliens T (2018) Understanding eating behavior during the transition from adolescence to young adulthood: a literature review and perspective on future research directions. Nutrients 10(6):667. https://doi.org/10.3390/nu10060667

    Article  PubMed Central  Google Scholar 

  2. Lazarevich I, Irigoyen Camacho ME, del Consuelo V-A, Zepeda Zepeda M (2016) Relationship among obesity, depression, and emotional eating in young adults. Appetite 107:639–644. https://doi.org/10.1016/j.appet.2016.09.011

    Article  PubMed  Google Scholar 

  3. van Strien T, Herman CP, Verheijden MW (2012) Eating style, overeating and weight gain. A prospective 2-year follow-up study in a representative dutch sample. Appetite 59(3):782–789. https://doi.org/10.1016/j.appet.2012.08.009

    Article  PubMed  Google Scholar 

  4. Zhang Y, Yatsuya H, Li Y, Chiang C, Hirakawa Y, Kawazoe N, Tamakoshi K, Toyoshima H, Aoyama A (2017) Long-term weight-change slope, weight fluctuation and risk of type 2 diabetes mellitus in middle-aged Japanese men and women: findings of Aichi workers’ cohort study. Nutr Diabetes 7(3):e252. https://doi.org/10.1038/nutd.2017.5

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Arnow B, Kenardy J, Agras WS (1995) The emotional eating scale: the development of a measure to assess coping with negative affect by eating. Int J Eat Disord 18(1):79–90. https://doi.org/10.1002/1098-108x(199507)18:1%3c79::aid-eat2260180109%3e3.0.co;2-v

    Article  CAS  PubMed  Google Scholar 

  6. Masheb RM, Grilo CM (2006) Emotional overeating and its associations with eating disorder psychopathology among overweight patients with binge eating disorder. Int J Eat Disord 39(2):141–146. https://doi.org/10.1002/eat.20221

    Article  PubMed  Google Scholar 

  7. Bongers P, Jansen A, Havermans R, Roefs A, Nederkoorn C (2013) Happy eating: the underestimated role of overeating in a positive mood. Appetite 67:74–80. https://doi.org/10.1016/j.appet.2013.03.017

    Article  PubMed  Google Scholar 

  8. Litwin R, Goldbacher EM, Cardaciotto L, Gambrel LE (2017) Negative emotions and emotional eating: the mediating role of experiential avoidance. Eat Weight Disord 22(1):97–104. https://doi.org/10.1007/s40519-016-0301-9

    Article  PubMed  Google Scholar 

  9. Herle M, Madrid-Valero JJ, Morosoli JJ, Colodro-Conde L, Ordoñana J (2020) The role of the environment in overweight and eating behavior variability: insights from a multivariate twin study. Twin Res Hum Genet 23(6):338–344. https://doi.org/10.1017/thg.2020.90

    Article  PubMed  Google Scholar 

  10. Ferrer RA, Green PA, Oh AY, Hennessy E, Dwyer LA (2017) Emotion suppression, emotional eating, and eating behavior among parent–adolescent dyads. Emotion 17(7):1052–1065. https://doi.org/10.1037/emo0000295

    Article  PubMed  Google Scholar 

  11. Jalo E, Konttinen H, Vepsäläinen H, Chaput JP, Hu G, Maher C, Maia J, Sarmiento OL, Standage M, Tudor-Locke C et al (2019) Emotional eating, health behaviours, and obesity in children: a 12-country cross-sectional study. Nutrients 11(2):351. https://doi.org/10.3390/nu11020351

    Article  PubMed Central  Google Scholar 

  12. Ramón-Arbués E, Martínez Abadía B, Granada López JM, Echániz Serrano E, Pellicer García B, Juárez Vela R, Guerrero Portillo S, Saéz Guinoa M (2019) Eating behavior and relationships with stress, anxiety, depression and insomnia in university students. Nutr Hosp 36(6):1339–1345. https://doi.org/10.20960/nh.02641

    Article  PubMed  Google Scholar 

  13. Byrd-Bredbenner C, Johnson M, Quick VM, Walsh J, Greene GW, Hoerr S, Colby SM, Kattelmann KK, Phillips BW, Kidd T et al (2012) Sweet and salty: an assessment of the snacks and beverages sold in vending machines on US post-secondary institution campuses. Appetite 58(3):1143–1151. https://doi.org/10.1016/j.appet.2012.02.055

    Article  PubMed  Google Scholar 

  14. Schwartz MB, Just DR, Chriqui JF, Ammerman AS (2017) Appetite self-regulation: environmental and policy influences on eating behaviors. Obesity (Silver Spring) 25:S26–S38. https://doi.org/10.1002/oby.21770 (Suppl 1)

    Article  Google Scholar 

  15. Story M, Kaphingst KM, Robinson-O’Brien R, Glanz K (2008) Creating healthy food and eating environments: policy and environmental approaches. Annu Rev Public Health 29:253–272. https://doi.org/10.1146/annurev.publhealth.29.020907.090926

    Article  PubMed  Google Scholar 

  16. Vogel C, Abbott G, Ntani G, Barker M, Cooper C, Moon G, Ball K, Baird J (2019) Examination of how food environment and psychological factors interact in their relationship with dietary behaviours: test of a cross-sectional model. Int J Behav Nutr Phys Act 16(1):12. https://doi.org/10.1186/s12966-019-0772-y

    Article  PubMed  PubMed Central  Google Scholar 

  17. Ergang BC, Molle RD, Reis RS, Rodrigues DM, Mucellini AB, Toazza R, Cunha ACA, Silveira PP, Manfro GG, Machado TD (2019) Perceived maternal care is associated with emotional eating in young adults. Physiol Behav 201:91–94. https://doi.org/10.1016/j.physbeh.2018.12.022

    Article  CAS  PubMed  Google Scholar 

  18. Herle M, Fildes A, Rijsdijk F, Steinsbekk S, Llewellyn C (2018) The home environment shapes emotional eating. Child Dev 89(4):1423–1434. https://doi.org/10.1111/cdev.12799

    Article  PubMed  Google Scholar 

  19. Gan WY, Mohamad N, Law LS (2018) Factors associated with binge eating behavior among Malaysian adolescents. Nutrients 10(1):66. https://doi.org/10.3390/nu10010066

    Article  PubMed Central  Google Scholar 

  20. Goldstein M, Tan CC, Chow CM (2017) Maternal emotional feeding practices and adolescent daughters’ emotional eating: mediating roles of avoidant and preoccupied coping. Appetite 116:339–344. https://doi.org/10.1016/j.appet.2017.05.021

    Article  PubMed  Google Scholar 

  21. Steinsbekk S, Bonneville-Roussy A, Fildes A, Llewellyn CH, Wichstrom L (2017) Child and parent predictors of picky eating from preschool to school age. Int J Behav Nutr Phys Act 14(1):87. https://doi.org/10.1186/s12966-017-0542-7

    Article  PubMed  PubMed Central  Google Scholar 

  22. Yee AZH, Lwin MO, Ho SS (2017) The influence of parental practices on child promotive and preventive food consumption behaviors: a systematic review and meta-analysis. Int J Behav Nutr Phys Act 14(1):47. https://doi.org/10.1186/s12966-017-0501-3

    Article  PubMed  PubMed Central  Google Scholar 

  23. Higgs S (2015) Social norms and their influence on eating behaviours. Appetite 86:38–44. https://doi.org/10.1016/j.appet.2014.10.021

    Article  PubMed  Google Scholar 

  24. Sharps M, Robinson E (2017) Perceived eating norms and children’s eating behaviour: an informational social influence account. Appetite 113:41–50. https://doi.org/10.1016/j.appet.2017.02.015

    Article  PubMed  PubMed Central  Google Scholar 

  25. Cruwys T, Bevelander KE, Hermans RC (2015) Social modeling of eating: a review of when and why social influence affects food intake and choice. Appetite 86:3–18. https://doi.org/10.1016/j.appet.2014.08.035

    Article  PubMed  Google Scholar 

  26. Story M, Neumark-Sztainer D, French S (2002) Individual and environmental influences on adolescent eating behaviors. J Am Diet Assoc 102:S40-51. https://doi.org/10.1016/s0002-8223(02)90421-9 (3 Suppl)

    Article  PubMed  Google Scholar 

  27. Shen Y, Radhakrishnan ML, Tidor B (2015) Molecular mechanisms and design principles for promiscuous inhibitors to avoid drug resistance: lessons learned from HIV-1 protease inhibition. Proteins 83(2):351–372. https://doi.org/10.1002/prot.24730

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Bandura A (1989) Human agency in social cognitive theory. Am Psychol 44(9):1175–1184. https://doi.org/10.1037/0003-066x.44.9.1175

    Article  CAS  PubMed  Google Scholar 

  29. Verstraeten R, Van Royen K, Ochoa-Avilés A, Penafiel D, Holdsworth M, Donoso S, Maes L, Kolsteren P (2014) A conceptual framework for healthy eating behavior in Ecuadorian adolescents: a qualitative study. PLoS ONE 9(1):e87183. https://doi.org/10.1371/journal.pone.0087183

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Sogari G, Velez-Argumedo C, Gómez MI, Mora C (2018) College students and eating habits: a study using an ecological model for healthy behavior. Nutrients 10(12):1823. https://doi.org/10.3390/nu10121823

    Article  PubMed Central  Google Scholar 

  31. Stok FM, Verkooijen KT, de Ridder DTD, de Wit JBF, de Vet E (2014) How norms work: self-identification, attitude, and self-efficacy mediate the relation between descriptive social norms and vegetable intake. Appl Psychol 6(2):230–250. https://doi.org/10.1111/aphw.12026

    Article  Google Scholar 

  32. Koenig LM, Giese H, Stok FM, Renner B (2017) The social image of food: associations between popularity and eating behavior. Appetite 114:248–258. https://doi.org/10.1016/j.appet.2017.03.039

    Article  Google Scholar 

  33. Xu H, Sun Y, Wan Y, Zhang S, Xu H, Yang R, Wang W, Zeng H, Xu S, Hao J et al (2019) Eating pattern and psychological symptoms: a cross-sectional study based on a national large sample of Chinese adolescents. J Affect Disord 244:155–163. https://doi.org/10.1016/j.jad.2018.10.090

    Article  PubMed  Google Scholar 

  34. Zhao Y, Wang L, Xue H, Wang H, Wang Y (2017) Fast food consumption and its associations with obesity and hypertension among children: results from the baseline data of the childhood obesity study in China Mega-cities. BMC Public Health 17(1):933. https://doi.org/10.1186/s12889-017-4952-x

    Article  PubMed  PubMed Central  Google Scholar 

  35. Fernandes J, Ferreira-Santos F, Miller K, Torres S (2018) Emotional processing in obesity: a systematic review and exploratory meta-analysis. Obes Rev 19(1):111–120. https://doi.org/10.1111/obr.12607

    Article  CAS  PubMed  Google Scholar 

  36. Feng BY, Chen JC, Li Y, Huang JF, Li JX, Zhao LC, Cao J, Liu XQ, Huang C, Deng Y et al (2016) Relationship between overweight/obesity and hypertension among adults in China: a prospective study. Zhonghua Liu Xing Bing Xue Za Zhi 37(5):606–611. https://doi.org/10.3760/cma.j.issn.0254-6450.2016.05.004

    Article  CAS  PubMed  Google Scholar 

  37. Yang Songhao ZB, Jiahao Yu, Xing C, Yan Z (2021) Influential factors of emotional overeating among college students based on social ecosystem theory in Anhui province. Chin J Sch Health 42(1):5

    Google Scholar 

  38. Frayn M, Livshits S, Knauper B (2018) Emotional eating and weight regulation: a qualitative study of compensatory behaviors and concerns. J Eat Disord 6:23. https://doi.org/10.1186/s40337-018-0210-6

    Article  PubMed  PubMed Central  Google Scholar 

  39. Fryar CD, Hughes JP, Herrick KA, Ahluwalia N (2018) Fast food consumption among adults in the United States, 2013–2016. NCHS Data Brief 322:1–8

    Google Scholar 

  40. Janssen HG, Davies IG, Richardson LD, Stevenson L (2018) Determinants of takeaway and fast food consumption: a narrative review. Nutr Res Rev 31(1):16–34. https://doi.org/10.1017/S0954422417000178

    Article  PubMed  Google Scholar 

  41. Huang L-Y, Wahlqvist ML, Lee M-S, Chiang P-H (2018) Dietary quality linkage to overall competence at school and emotional disturbance in representative Taiwanese young adolescents: dependence on gender, parental characteristics and personal behaviors. Nutr J 17(1):29. https://doi.org/10.1186/s12937-018-0333-2

    Article  PubMed  PubMed Central  Google Scholar 

  42. Lee H-J, Park S, Kim C-i, Choi D-w, Lee JS, Oh SM, Cho E, Park HK, Kwon K-i, Oh SW (2013) The association between disturbed eating behavior and socioeconomic status: the online Korean adolescent panel survey (OnKAPS). PLoS ONE 8(3):e57880. https://doi.org/10.1371/journal.pone.0057880

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. Spinosa J, Christiansen P, Dickson JM, Lorenzetti V, Hardman CA (2019) From socioeconomic disadvantage to obesity: the mediating role of psychological distress and emotional eating. Obesity 27(4):559–564. https://doi.org/10.1002/oby.22402

    Article  PubMed  Google Scholar 

  44. Lafraire J, Rioux C, Giboreau A, Picard D (2018) Food rejections in children: cognitive and social/environmental factors involved in food neophobia and picky/fussy eating behavior. Appetite 96:347–357. https://doi.org/10.1016/j.appet.2015.09.008

    Article  Google Scholar 

  45. Bacon L, Krpan D (2018) (Not) eating for the environment: the impact of restaurant menu design on vegetarian food choice. Appetite 125:190–200. https://doi.org/10.1016/j.appet.2018.02.006

    Article  PubMed  Google Scholar 

  46. Briefel RR, Crepinsek MK, Cabili C, Wilson A, Gleason PM (2009) School food environments and practices affect dietary behaviors of US public school children. J Am Diet Assoc 109(2):S91–S107. https://doi.org/10.1016/j.jada.2008.10.059

    Article  PubMed  Google Scholar 

  47. Elliston KG, Ferguson SG, Schuz N, Schuz B (2017) Situational cues and momentary food environment predict everyday eating behavior in adults with overweight and obesity. Health Psychol 36(4):337–345. https://doi.org/10.1037/hea0000439

    Article  PubMed  Google Scholar 

  48. Miura K, Giskes K, Turrell G (2009) Socioeconomic differences in takeaway food consumption and their contribution to inequalities in dietary intakes. J Epidemiol Community Health 63(10):820–826. https://doi.org/10.1136/jech.2008.086504

    Article  CAS  PubMed  Google Scholar 

  49. Lydecker JA, Grilo CM (2016) The apple of their eye: attitudinal and behavioral correlates of parents’ perceptions of child obesity. Obesity (Silver Spring) 24(5):1124–1131. https://doi.org/10.1002/oby.21439

    Article  Google Scholar 

  50. van der Merwe D, Bosman M, Ellis S, de Beer H, Mielmann A (2013) Consumers’ knowledge of food label information: an exploratory investigation in Potchefstroom. South Africa Public Health Nutr 16(3):403–408. https://doi.org/10.1017/S136898001200287X

    Article  PubMed  Google Scholar 

  51. Mantau A, Hattula S, Bornemann T (2018) Individual determinants of emotional eating: a simultaneous investigation. Appetite 130:93–103. https://doi.org/10.1016/j.appet.2018.07.015

    Article  PubMed  Google Scholar 

  52. Geller S, Levy S, Hyman O, Jenkins PL, Abu-Abeid S, Goldzweig G (2020) Body image, emotional eating and psychological distress among bariatric surgery candidates in Israel and the United States. Nutrients 12(2):490. https://doi.org/10.3390/nu12020490

    Article  PubMed Central  Google Scholar 

Download references

Acknowledgements

The authors thank all the participants in the AYAEBS and the members of the study for their cooperation and hard work on data collection and management.

Funding

This work was supported by the Grants for Scientific Research of BSKY (XJ201711) from Anhui Medical University to YZ. The funders had no role in the study design, data collection and analysis, decision to publish, or the preparation of the manuscript.

Author information

Authors and Affiliations

Authors

Contributions

All authors contributed to the study design and manuscript drafting. GS and YZ framed the concept and designed the study. Data collection and material preparation were conducted by FH, SY and XZ. Data analysis was performed by JL.

Corresponding authors

Correspondence to Yan Zhang, Xiaoli Zha or Guodong Shen.

Ethics declarations

Conflict of interest

The authors have no conflicts of interest to disclose.

Ethical approval

The study protocol was approved by the Ethics Review Committee of Anhui Medical University, Hefei, China (No. 20180180).

Informed consent

Informed consent was obtained from all the participants included in the study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 87 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, Y., Hou, F., Yang, S. et al. Beyond emotion: online takeaway food consumption is associated with emotional overeating among Chinese college students. Eat Weight Disord 27, 781–790 (2022). https://doi.org/10.1007/s40519-021-01224-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40519-021-01224-2

Keywords

Navigation