Abstract
Purpose
Knowledge of within-day factors associated with binge-eating severity among middle-aged fathers is limited. The purpose of the current report was to examine within-day associations of affect, diet, and activity in relation to binge-eating severity using ecological momentary assessment (EMA) in men.
Methods
Twenty-three middle-aged fathers completed 8Â days of EMA and wore accelerometers to objectively assess activity. Generalized estimating equations assessed relationships among affect, diet, and activity and binge-eating severity.
Results
When positive affect was above average, men reported greater binge-eating severity in the next 2Â h. Oppositely, when negative affect was above average, men reported less binge-eating severity in the next 2Â h. At times when men reported consumption of sweets and fast food, they reported higher binge-eating severity during the same 2-h window. Men with greater average levels of light activity reported less overall binge-eating severity.
Conclusions
Findings show that affect, unhealthy food intake, and light activity could be targeted among middle-aged fathers to reduce binge-eating severity and prevent eating disorders.
Level of evidence
Level III: Evidence obtained from cohort or case-control analytic studies.
Similar content being viewed by others
References
Hudson JI, Hiripi E, Pope HG, Kessler RC (2007) The prevalence and correlates of eating disorders in the national comorbidity survey replication. Biol Psychiatry 61:348–358. https://doi.org/10.1016/j.biopsych.2006.03.040
Striegel RH, Bedrosian R, Wang C, Schwartz S (2012) Why men should be included in research on binge eating: results from a comparison of psychosocial impairment in men and women. Int J Eat Disord 45:233–240. https://doi.org/10.1002/eat.20962
Lavender JM, Brown TA, Murray SB (2017) Men, muscles, and eating disorders: an overview of traditional and muscularity-oriented disordered eating. Curr Psychiatry Rep 19:32. https://doi.org/10.1007/s11920-017-0787-5
Mason TB, Lewis RJ (2015) Assessing the roles of impulsivity, food-related cognitions, BMI, and demographics in the dual pathway model of binge eating among men and women. Eat Behav 18:151–155. https://doi.org/10.1016/j.eatbeh.2015.05.015
Womble LG, Williamson DA, Martin CK, Zucker NL, Thaw JM, Netemeyer R et al (2001) Psychosocial variables associated with binge eating in obese males and females. Int J Eat Disord 30:217–221. https://doi.org/10.1002/eat.1076
Tanofsky MB, Wilfley DE, Spurrell EB, Welch R, Brownell KD (1997) Comparison of men and women with binge eating disorder. Int J Eat Disord 21:49–54. https://doi.org/10.1002/(SICI)1098-108X(199701)21:1%3c49::AID-EAT6%3e3.0.CO;2-3
Mitchell KS, Mazzeo SE (2004) Binge eating and psychological distress in ethnically diverse undergraduate men and women. Eat Behav 5:157–169. https://doi.org/10.1016/j.eatbeh.2003.07.004
Goldstein SP, Evans BC, Flack D, Juarascio A, Manasse S, Zhang F, Forman EM (2017) Return of the JITAI: applying a just-in-time adaptive intervention framework to the development of m-health solutions for addictive behaviors. Int J Behav Med 24:673–682. https://doi.org/10.1007/s12529-016-9627-y
Engel SG, Crosby RD, Thomas G, Bond D, Lavender JM, Mason T et al (2016) Ecological momentary assessment in eating disorder and obesity research: a review of the recent literature. Curr Psychiatry Rep 18:37. https://doi.org/10.1007/s11920-016-0672-7
Shiffman S, Stone AA, Hufford MR (2008) Ecological momentary assessment. Annu Rev Clin Psychol 4:1–32. https://doi.org/10.1146/annurev.clinpsy.3.022806.091415
Smith KE, Mason TB, Crosby RD, Engel SG, Crow SJ, Wonderlich SA, Peterson CB (2018) State and trait positive and negative affectivity in relation to restraint intention and binge eating among adults with obesity. Appetite 120:327–334. https://doi.org/10.1016/j.appet.2017.09.020
Smith KE, Mason TB, Crosby RD, Engel SG, Wonderlich SA (2019) A multimodal, naturalistic investigation of relationships between behavioral impulsivity, affect, and binge eating. Appetite 136:50–57. https://doi.org/10.1016/j.appet.2019.01.014
Smyth JM, Wonderlich SA, Heron KE, Sliwinski MJ, Crosby RD, Mitchell JE, Engel SG (2007) Daily and momentary mood and stress are associated with binge eating and vomiting in bulimia nervosa patients in the natural environment. J Consult Clin Psychol 75:629–638. https://doi.org/10.1037/0022-006X.75.4.629
Finlayson G, Bryant E, Blundell JE, King NA (2009) Acute compensatory eating following exercise is associated with implicit hedonic wanting for food. Physiol Behav 97:62–67
Thivel D, Aucouturier J, Doucet É, Saunders TJ, Chaput JP (2013) Daily energy balance in children and adolescents. Does energy expenditure predict subsequent energy intake? Appetite 60:58–64. https://doi.org/10.1016/j.appet.2012.09.022
Phillips KE, Kelly-Weeder S, Farrell K (2016) Binge eating behavior in college students: What is a binge? Appl Nurs Res 30:7–11. https://doi.org/10.1016/j.apnr.2015.10.011
Mangweth-Matzek B, Hoek HW (2017) Epidemiology and treatment of eating disorders in men and women of middle and older age. Curr Opin Psychiatry 30:446. https://doi.org/10.1097/YCO.0000000000000356
Sheehan DV, Herman BK (2015) The psychological and medical factors associated with untreated binge eating disorder. Prim Care Companion CNS Disord. https://doi.org/10.4088/PCC.14r01732
Lydecker JA, Grilo CM (2016) Fathers and mothers with eating-disorder psychopathology: associations with child eating-disorder behaviors. J Psychosom Res 86:63–69. https://doi.org/10.1016/j.jpsychores.2016.05.006
Litchford A, Roskos MRS, Wengreen H (2020) Influence of fathers on the feeding practices and behaviors of children: a systematic review. Appetite 147:104558. https://doi.org/10.1016/j.appet.2019.104558
Mason TB (2020) Loneliness, eating, and body mass index in parent–adolescent dyads from the family life, activity, sun, health, and eating study. Pers Relatsh 27:420–432. https://doi.org/10.1111/pere.12321
Cimino S, Cerniglia L, Porreca A, Ballarotto G, Marzilli E, Simonelli A (2018) Impact of parental binge eating disorder: Exploring children’s emotional/behavioral problems and the quality of parent–child feeding interactions. Infant Ment Health J 39:552–568. https://doi.org/10.1002/imhj.21732
Cimino S, Cerniglia L, Porreca A, Simonelli A, Ronconi L, Ballarotto G (2016) Mothers and fathers with binge eating disorder and their 18–36 months old children: A longitudinal study on parent–infant interactions and offspring’s emotional–behavioral profiles. Front Psychol 7:580. https://doi.org/10.3389/fpsyg.2016.00580
Haedt-Matt AA, Keel PK (2011) Revisiting the affect regulation model of binge eating: a meta-analysis of studies using ecological momentary assessment. Psychol Bull 137:660–681. https://doi.org/10.1037/a0023660
Avena NM, Rada P, Hoebel BG (2009) Sugar and fat bingeing have notable differences in addictive-like behavior. J Nutr 139:623–628. https://doi.org/10.3945/jn.108.097584
Garber A, Lustig R (2011) Is fast food addictive? Curr Drug Abuse Rev 4:146–162
Dunton GF, Liao Y, Dzubur E, Leventhal AM, Huh J, Gruenewald T, Margolin G, Koprowski C, Tate E, Intille S (2015) Investigating within-day and longitudinal effects of maternal stress on children’s physical activity, dietary intake, and body composition: protocol for the MATCH study. Contemp Clin Trials 43:142–154. https://doi.org/10.1016/j.cct.2015.05.007
Fairburn CG, Beglin SJ (1994) Assessment of eating disorders: Interview or self-report questionnaire? Int J Eat Disord 16:363–370. https://doi.org/10.1002/1098-108X(199412)16:4%3c363::AID-EAT2260160405%3e3.0.CO;2-%23
Gormally J, Black S, Daston S, Rardin D (1982) The assessment of binge eating severity among obese persons. Addict Behav 7:47–55. https://doi.org/10.1016/0306-4603(82)90024-7
Forbush KT, Wildes JE, Pollack LO, Dunbar D, Luo J, Patterson K et al (2013) Development and validation of the Eating Pathology Symptoms Inventory (EPSI). Psychol Assess 25:859. https://doi.org/10.1037/a0032639
Smith KE, Mason TB, Juarascio A, Weinbach N, Dvorak R, Crosby RD, Wonderlich SA (2020) The momentary interplay of affect, attention bias, and expectancies as predictors of binge eating in the natural environment. Int J Eat Disord 53:586–594. https://doi.org/10.1002/eat.23235
Smith KE, Mason TB, Schaefer LM, Anderson LM, Critchley K, Crosby RD et al (2020) Dynamic stress responses and real-time symptoms in binge-eating disorder. Ann Behav Med. https://doi.org/10.1093/abm/kaaa061
Wonderlich JA, Lavender JM, Wonderlich SA, Peterson CB, Crow SJ, Engel SG, Le Grange D, Mitchell JE, Crosby RD (2015) Examining convergence of retrospective and ecological momentary assessment measures of negative affect and eating disorder behaviors. Int J Eat Disord 48:305–311. https://doi.org/10.1002/eat.22352
Watson D, Clark LA, Tellegen A (1988) Development and validation of brief measures of positive and negative affect: the PANAS scales. J Pers Soc Psychol 54:1063–1070
Mason TB, O’Connor SG, Schembre SM, Huh J, Chu D, Dunton GF (2018) Ecological momentary assessment of affect, perceived stress, and food intake in mother-child dyads. Health Psychol. https://doi.org/10.1037/hea0000714
Yang CH, Huh J, Mason TB, Belcher BR, Kanning M, Dunton GF (2020) Mother-child dyadic influences of affect on everyday movement behaviors: evidence from an ecological momentary assessment study. Int J Behav Nutr Phys Act 17:1–11. https://doi.org/10.1186/s12966-020-00951-6
O’Connor SG, Ke W, Dzubur E, Schembre S, Dunton GF (2018) Concordance and predictors of concordance of children’s dietary intake as reported via ecological momentary assessment and 24 h recall. Public Health Nutr 2:1019–1027. https://doi.org/10.1017/S1368980017003780
Geldhof GJ, Preacher KJ, Zyphur MJ (2014) Reliability estimation in a multilevel confirmatory factor analysis framework. Psychol Methods 19:72–91. https://doi.org/10.1037/a0032138
Schwartz JE, Stone AA (1998) Strategies for analyzing ecological momentary assessment data. Health Psychol 17:6–16. https://doi.org/10.1037/0278-6133.17.1.6
Engel SG, Wonderlich SA, Crosby RD, Mitchell JE, Crow S, Peterson CB, Le Grange D, Simonich HK, Cao L, Lavender JM, Gordon KH (2013) The role of affect in the maintenance of anorexia nervosa: Evidence from a naturalistic assessment of momentary behaviors and emotion. J Abnom Psychol 122:709–719. https://doi.org/10.1037/a0034010
Schaefer LM, Smith KE, Anderson LM, Cao L, Crosby RD, Engel SG et al (2020) The role of affect in the maintenance of binge-eating disorder: evidence from an ecological momentary assessment study. J Abnorm Psychol 129:387–396. https://doi.org/10.1037/abn0000517
Heron KE, Scott SB, Sliwinski MJ, Smyth JM (2014) Eating behaviors and negative affect in college women’s everyday lives. Int J Eat Disord 47:853–859. https://doi.org/10.1002/eat.22292
Whittle EL, Fogarty AS, Tugendrajch S, Player MJ, Christensen H, Wilhelm K et al (2015) Men, depression, and coping: Are we on the right path? Psychol Men Masc 16:426–438. https://doi.org/10.1037/a0039024
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
Cyders MA (2013) Impulsivity and the sexes: Measurement and structural invariance of the UPPS-P impulsive behavior scale. Assessment 20:86–97. https://doi.org/10.1177/1073191111428762
Cardi V, Leppanen J, Treasure J (2015) The effects of negative and positive mood induction on eating behaviour: a meta-analysis of laboratory studies in the healthy population and eating and weight disorders. Neurosci Biobehav Rev 57:299–309. https://doi.org/10.1016/j.neubiorev.2015.08.011
Dohle S, Wansink B, Zehnder L (2015) Exercise and food compensation: exploring diet-related beliefs and behaviors of regular exercisers. J Phy Act Health 12:322–327. https://doi.org/10.1123/jpah.2013-0383
Kelly NR, Kosty D, Guerricabeitia L, Guidinger C, Williamson G (2020) Evaluating components of existing theories for loss of control eating in a sample of young racially/ethnically diverse men. Body Image 35:63–70. https://doi.org/10.1016/j.bodyim.2020.08.005Get
Kamijo K, Takeda Y (2010) Regular physical activity improves executive function during task switching in young adults. Int J Psychophysiol 75:304–311. https://doi.org/10.1016/j.ijpsycho.2010.01.002
Smyth JM, Wonderlich SA, Sliwinski MJ, Crosby RD, Engel SG, Mitchell JE, Calogero RM (2009) Ecological momentary assessment of affect, stress, and binge-purge behaviors: day of week and time of day effects in the natural environment. Int J Eat Disord 42:429–436. https://doi.org/10.1002/eat.20623
Heron KE, Smyth JM (2010) Ecological momentary interventions: incorporating mobile technology into psychosocial and health behaviour treatments. Br J Health Psychol 15:1–39. https://doi.org/10.1348/135910709X46606
Acknowledgements
This research was supported by grant #12-5176-2302 from the Southern California Clinical and Translational Science Institute.
Funding
This research was supported by grant #12–5176-2302 from the Southern California Clinical and Translational Science Institute.
Author information
Authors and Affiliations
Contributions
Study conceptualization and design were performed by BB, GD, and NL. Data management and processing was performed by DC. The first draft of the manuscript was written by TM and BD. All authors provided commented on the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors have no conflicts of interest to report.
Ethical approval
The Institutional Review Board of the University of Southern California. All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study.
Informed consent
All eligible participants completed an electronic informed consent form prior to participation in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Mason, T.B., Do, B., Chu, D. et al. Associations among affect, diet, and activity and binge-eating severity using ecological momentary assessment in a non-clinical sample of middle-aged fathers. Eat Weight Disord 27, 543–551 (2022). https://doi.org/10.1007/s40519-021-01191-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40519-021-01191-8