Investigating phenotypes of emotional eating based on weight categories: A latent profile analysis

Emotion dysregulation and obesity: A conceptual review of the literature

Problematic eating behaviours are prevalent in individuals living with obesity and have been linked to weight gain over time. Furthermore, there is evidence that heightened negative emotionality is common in a subset of individuals living with obesity and that negative emotions often precede problematic eating behaviours. Consequently, several theories have highlighted emotion dysregulation as a potential explanatory mechanism of this relationship. However, to date, no comprehensive review has compiled the specific ways in which individuals living with obesity exhibit emotion dysregulation. The present review utilizes Gratz and Roemer's (2004) multidimensional conceptualization of emotion regulation and dysregulation as a framework to summarize the extant literature on emotion dysregulation in obesity. Specifically, this review examines research related to: (1) awareness and clarity of emotions; (2) acceptance of, and willingness to experience, emotion; (3) the ability to remain goal directed and inhibit impulsive behaviour when distressed; and (4) access to emotion regulation strategies. Overall, findings from the present review demonstrate that individuals living with obesity exhibit deficits in emotion clarity, and experience difficulty inhibiting impulsive behaviour and remaining goal directed when experiencing emotion. Strengths and limitations of the literature are reviewed, and future research directions and clinical implications are discussed in light of these findings.

Unraveling the complexity and instability of negative emotional eating: A latent transition analysis

The manifestations of emotional eating are complicated, encompassing both over- and under-eating. However, little is understood about how emotional over- and under-eating constitute individuals' eating patterns and how these patterns change over time. Employing latent transition analysis, a longitudinal and person-centered approach, this study examined the patterns and stability of emotional eating. Over six months, 755 participants completed two waves of self-reported questionnaires. Results revealed four distinct latent profiles: Low Emotional Eaters (11.5-15.8%), Emotional Eating-Undereaters (31.1-40.5%), Emotional Eating-Overeaters (15.9-18.3%), and Combined-Emotional Eaters (29.7-37.2%). Approximately 50% of participants in each profile maintained their behavioral patterns over time, with transitions often shifting towards Combined-Emotional Eaters. Individuals in the profile of Emotional Eating-Overeaters exhibited the highest level of anxiety, depression, stress, and disordered eating. Gender, self-esteem level, and self-esteem instability were associated with profile membership and transition probabilities. These findings highlight the presence of distinct and relatively unstable patterns of negative emotional eating, indicating the potential distinction between trait and state emotional eating. Recognizing these inherent characteristics is crucial for future studies and intervention programs addressing negative emotional eating.

Negative emotional eating patterns in Chinese adolescents: A replication and longitudinal extension with latent profile and transition analyses

This study, which is a longitudinal extension of previous cross-sectional studies in Chinese and American college students and general adults (Dixit, He, Whited, Ellis, & Zickgraf, 2023; He, Chen, Wu, Niu, & Fan, 2020; Xu et al., 2024), used latent profile and latent transition analyses to investigate negative emotional eating patterns and the stability of these patterns in 1462 Chinese adolescents (41% boys, aged 11-17 years) at baseline and 18 months later. We also explored baseline demographic predictors of negative emotional eating patterns and the associations between these patterns and outcome variables measured 18 months later. Negative emotional eating was measured with the Adult Eating Behavior Questionnaire (emotional undereating and emotional overeating subscales). Latent profile analysis (LPA) replicated the four patterns of negative emotional eating in each wave of assessment: low emotional eating (Low-EE), emotional overeating (EOE), emotional undereating (EUE), and emotional over- and under-eating (EOE-EUE). Latent transition analysis (LTA) showed that the EE patterns had transition probabilities of <55% remaining in the same class across 18 months. Furthermore, relative to adolescents in the stable Low-EE group, adolescents in all other stable or unstable emotional eating groups in LTA were linked to higher eating disorder psychopathology and psychological distress measured 18 months later. Thus, emotional eating, regardless of type (i.e., EOE, EUE, and EOE-EUE) and stability (i.e., stable or unstable), may be a viable research and treatment target in improving adolescents' eating behaviors and mental health.

A scoping review of emotion regulation and inhibition in emotional eating and binge-eating disorder: what about a continuum?

BACKGROUND

Emotional eating is defined as a nonpathological eating behavior, whereas binge-eating disorder (BED) is defined as a pathological eating behavior. While different, both share some striking similarities, such as deficits in emotion regulation and inhibition. Previous research has suggested the existence of an "eating continuum" that might reflect the increased severity of overeating behaviors, that is, from nonpathological overeating to BED. The main aims of this scoping review were to explore in the literature the idea of a continuum between emotional eating and BED and to observe whether deficits in emotion regulation and inhibition follow this continuum in terms of severity. The other aims were to hopefully clarify the ill-defined concept of overeating, to question the potential role of positive emotions and to identify potential knowledge gaps.

METHOD

A systematic scoping review was conducted following the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) guidelines. Two databases (PubMed/Medline and PsycINFO) were examined in complete accordance with the beforehand sharply defined eligibility and exclusion criteria. The main criteria included adults (≥ 18) with emotional eating, BED or overeating and emotion regulation and inhibition as exposure criteria.

RESULTS

Thirty-two studies were included in this scoping review. If the results showed a link between emotional eating and BED, with the presence of inhibition and emotion regulation deficits in both eating behaviors, no mention of a continuum between emotional eating and BED was found.

CONCLUSION

In the absence of research directly comparing emotional eating and BED in the same studies and testing the potential increase in severity of emotion regulation and inhibition deficits along this continuum, there is currently no certainty that a continuum exists between emotional eating and BED. In the end, the idea of a continuum in terms of increased severity of overeating and in terms of emotion regulation and inhibition deficits between emotional eating and BED appears to be a gap in knowledge in the literature. This scoping review highlights the need for further research to identify knowledge gaps.

Emotional food-cue-reactivity in anorexia nervosa and bulimia nervosa: An electroencephalography study

OBJECTIVE

Food-cue-reactivity entails neural and experiential responses to the sight and smell of attractive foods. Negative emotions can modulate such cue-reactivity and this might be central to the balance between restrictive versus bulimic symptomatology in Anorexia Nervosa (AN) and Bulimia Nervosa (BN).

METHOD

Pleasantness ratings and electrocortical responses to food images were measured in patients with AN (n = 35), BN (n = 32) and matched healthy controls (HC, n = 35) in a neutral state and after idiosyncratic negative emotion induction while electroencephalography (EEG) was recorded. The EEG data were analyzed using a mass testing approach.

RESULTS

Individuals with AN showed reduced pleasantness for foods compared to objects alongside elevated widespread occipito-central food-object discrimination between 170 and 535 ms, indicative of strong neural cue-reactivity. Food-object discrimination was further increased in the negative emotional condition between 690 and 1200 ms over centroparietal regions. Neither of these effects was seen in individuals with BN.

DISCUSSION

Emotion modulated food-cue-reactivity in AN might reflect a decreased appetitive response in negative mood. Such specific (emotion-)regulatory strategies require more theoretical work and clinical attention. The absence of any marked effects in BN suggests that emotional cue-reactivity might be less prominent in this group or quite specific to certain emotional contexts or food types.

PUBLIC SIGNIFICANCE

Negative affectivity is a risk factor for the development of eating disorders and individuals with eating disorders experience problems with emotion regulation. To better understand the effects of negative emotions, the present study investigated how they affected neural correlates of food perception in anorexia nervosa and bulimia nervosa.

Emotional eating: elusive or evident? Integrating laboratory, psychometric and daily life measures

PURPOSE

Emotional eating (EE) refers to eating in response to (negative) emotions. Evidence for the validity of EE is mixed: some meta-analyses find EE only in eating disordered patients, others only in restrained eaters, which suggest that only certain subgroups show EE. Furthermore, EE measures from lab-based assessments, ecological momentary assessment (EMA), and psychometric measures often diverge. This paper tested whether the covariance of these three different EE methods can be modeled through a single latent variable (factorial validity), and if so, how this variable would relate to restrained eating (construct validity), Body-Mass-Index (BMI), and subclinical eating disorder symptomatology (concurrent validity).

METHODS

102 non-eating disordered female participants with a wide BMI range completed EE measures from three methods: psychometric questionnaires, a laboratory experiment (craving ratings of food images in induced neutral vs. negative emotion) and EMA questionnaires (within-participant correlations of momentary negative emotions and momentary food cravings across 9 days). Two measures for each method were extracted and submitted to confirmatory factor analysis.

RESULTS

A one-factor model provided a good fit. The resulting EElat factor correlated positively with subclinical eating disorder symptoms and BMI but not with restrained eating.

CONCLUSIONS

The one-factor solution shows that the EE construct can validly be assessed with three different methods. Individual differences in EE are supported by the data and are related to eating and weight problem symptomatology but not to restrained eating. This supports learning accounts of EE and underscores the relevance of the EE construct to physical and mental health.

LEVEL OF EVIDENCE

II (Evidence obtained from well-designed controlled trials without randomization).

The Association of Emotional Eating with Overweight/Obesity, Depression, Anxiety/Stress, and Dietary Patterns: A Review of the Current Clinical Evidence

(1) Background: Emotional eating is considered as the propensity to eat in response to emotions. It is considered as a critical risk factor for recurrent weight gain. Such overeating is able to affect general health due to excess energy intake and mental health. So far, there is still considerable controversy on the effect of the emotional eating concept. The objective of this study is to summarize and evaluate the interconnections among emotional eating and overweight/obesity, depression, anxiety/stress, and dietary patterns; (2) Methods: This is a thorough review of the reported associations among emotional eating and overweight/obesity, depression, anxiety/stress, and dietary patterns. We compressively searched the most precise scientific online databases, e.g., PubMed, Scopus, Web of Science and Google Scholar to obtain the most up-to-date data from clinical studies in humans from the last ten years (2013-2023) using critical and representative keywords. Several inclusion and exclusion criteria were applied for scrutinizing only longitudinal, cross-sectional, descriptive, and prospective clinical studies in Caucasian populations; (3) Results: The currently available findings suggest that overeating/obesity and unhealthy eating behaviors (e.g., fast food consumption) are associated with emotional eating. Moreover, the increase in depressive symptoms seems to be related with more emotional eating. Psychological distress is also related with a greater risk for emotional eating. However, the most common limitations are the small sample size and their lack of diversity. In addition, a cross-sectional study was performed in the majority of them; (4) Conclusions: Finding coping mechanisms for the negative emotions and nutrition education can prevent the prevalence of emotional eating. Future studies should further explain the underlying mechanisms of the interconnections among emotional eating and overweight/obesity, depression, anxiety/stress, and dietary patterns.

A Comparison of Emotional Triggers for Eating in Men and Women with Obesity

OBJECTIVE

Emotional eating (EE) is prevalent in people seeking obesity treatment and is a contributor to poor weight loss outcomes. We aimed to delineate the emotions most associated with this type of eating, and whether they differ by sex in people undergoing obesity treatment.

METHODS

A cross-sectional study recruiting 387 adults from a hospital obesity management service. Emotional eating was measured using the Emotional Eating Scale (EES). Separate analyses included all participants, and those undergoing lifestyle interventions alone or in combination with obesity medication and/or bariatric surgery.

RESULTS

A total of 387 people (71% women) participated in the study (n = 187 receiving lifestyle modification alone; n = 200 in combination with additional treatments). Feeling 'bored' was most commonly and most strongly associated with the urge to eat, regardless of sex or treatment. Women had higher scores for total EES, for subscales of depression and anger, and individual feelings of 'blue', 'sad' and 'upset' compared to men.

CONCLUSIONS

Understanding why certain emotions differentially trigger an urge to eat in men and women, and finding strategies to break the link between boredom and eating may enable better personalisation of lifestyle interventions for people with obesity.

Regulatory parental feeding behaviors, emotion suppression, and emotional eating in the absence of hunger: Examining parent-adolescent dyadic associations

OBJECTIVE

The present study aimed to improve the understanding of inter- and intrapersonal processes implicated in emotional eating using a large community sample of parent-adolescent dyads.

METHOD

Participants included 1823 parent and adolescent dyads who completed the National Cancer Institute's Family Life, Activity, Sun, Health, and Eating Study. Parents and adolescents each completed measures assessing parents' feeding behaviors, and participants' own emotional functioning and eating behaviors. Actor-partner interdependence models examined dyadic associations among participants' reports of parents' regulatory feeding behaviors (allowing adolescents to eat for emotional comfort purposes, controlling adolescents' "junk" food/sugary drink intakes), emotion suppression, and emotional eating in the absence of hunger.

RESULTS

Multiple within-person, cross-dyad member, and divergent parent versus adolescent dyadic effects were identified that differed based on the parental feeding behavior that parents and adolescents reported on. For example, adolescents' reports that their parents regulate their "junk" food/sugary drink intakes were associated with lower levels of their own emotion suppression and, in turn, lower levels of both their own and their parents' emotional eating, whereas parents' reports that they regulate their adolescents' "junk" food/sugary drink intakes were associated with higher levels of their own emotion suppression and emotional eating.

CONCLUSIONS

These findings underscore the complex interconnectivity among parental feeding behaviors, emotion dysregulation, and emotional eating within the parent-adolescent dyadic context, and support the use of preventive disordered eating interventions focused on enhancing healthy parent feeding behaviors and adaptive emotion regulation skills from a family-based perspective.

Positive and Negative Emotional Eating Are Not the Same-The Spanish Version of the Positive-Negative Emotional Eating Scale (PNEES)

The literature points to the importance of distinguishing between positive and negative emotional eating in relation to overeating and binge eating. The aim of this study was to evaluate the Spanish version of the Positive-Negative Emotional Eating Scale (PNEES) in a Spanish community sample. The sample consisted of 628 participants. The mean age was 27.5 (SD = 12.7) and 70.1% of them were women. The participants completed the PNEES, and measures of anxiety and depression (HADS), and eating disorder-related scales (TFEQ-R18, BULIT-R, and EAT-26) that were selected to examine convergent validity. A confirmatory factor analysis was conducted, replicating the original two-factor solution, consisting of Negative Emotional Eating (PNEES-N) and Positive Emotional Eating (PNEES-P). The results showed an acceptable fit of the model (CFI = 0.986; TLI = 0.984, RMSEA = 0.055). Internal consistency ranged from ω = 0.92 to ω = 0.96 for both subscales and the total score. PNEES-P correlations with other variables were lower with respect to the PNEES-N, showing that they are different constructs. A mediation analysis was conducted, in which PNEES-P significantly predicted binge eating and PNEES-N was a partially mediator variable. The results showed that the adaptation process was successful.

Acceptability of technology-based physical activity intervention profiles and their motivational factors in obesity care: a latent profile transition analysis

OBJECTIVES

This study aimed to: (a) identify the acceptability profiles for three technology-based physical activity interventions (TbPAI) in obesity treatment (active video games, mobile applications, telehealth), (b) examine the issues of consistency or change in these profiles for the same individual across technologies, and (c) determine whether acceptability profiles are related to motivational factors.

METHODS

Three hundred and twelve women (M_age = 30.7, SD = 7.1 years; M_BMI = 34.5, SD = 7.8 kg/m²) using obesity services were recruited for this cross-sectional survey. They completed an online survey including sociodemographic data and measures related to physical activity: level, stage of change, motivation, and general causality orientations. The women read descriptions of the three technologies and rated their acceptability. We used a latent profile transition analysis (LPTA) approach.

RESULTS

A 2-class model (high and low acceptability) best described the profiles for each technology. Intra-individual analysis revealed that the profiles exhibited both changes and stability across TbPAI. Women with high scores on impersonal orientation were more likely to be in the high acceptability telehealth profile, whereas those reporting high scores on control orientation were more likely to be in the high acceptability active video games profile. Women with high scores on control orientation and low scores on impersonal orientation were more likely to be in the high acceptability mobile applications profile.

CONCLUSIONS

Results showed that the causality orientations were factors related to the TbPAI acceptability profiles, suggesting that clinicians should consider these psychological characteristics in TbPAI counseling.

Eating styles profiles in Chilean women: A latent Profile analysis

The aims of this study were to identify profiles of women based on their levels of emotional, external and restraint eating, and to determine differences in these eating styles profiles based on nutritional status, sociodemographic characteristics, stress, social support, and satisfaction with the body image. Questionnaires were administered to 884 women aged 20 to 60 living in two Chilean cities. Questionnaires included the Dutch Eating Behavior Questionnaire (DEBQ), the Medical Outcomes Study-Social Support Survey, and the Perceived Stress Scale (PSS). Satisfaction with body image was assessed using a body-image-related single question. Nutritional status and sociodemographic characteristics were also assessed. Latent Profile Analysis (LPA) was used to identify profiles based on the three eating styles measured by the DEBQ. LPA allowed to distinguish four eating styles profiles: "women with medium emotional and external eating, high dietary restraint" (Profile 1, 36.64%); "women with low emotional, external and restraint eating" (Profile 2, 25.25%), "women with high emotional, external and restraint eating" (Profile 3, 21.85%); and "women with very low emotional and external eating, low dietary restraint" (Profile 4, 16.26%). Profile 1 had a greater proportion of women moderately satisfied with their body image. Profiles 2 and 4 scored higher in perceived social support and had greater proportions of women satisfied with their body image. Profile 4 had a higher proportion of married or cohabiting women. Profile 3 scored higher in the PSS and had higher proportion of obese and unsatisfied with their body image women. These results suggest that interventions to reduce emotional, external and restraint eating should not only involve the women, but also their family members.

Emotion Regulation Difficulties Strengthen Relationships Between Perceived Parental Feeding Practices and Emotional Eating: Findings from a Cross-Sectional Study

BACKGROUND

People with emotional eating (EE) may experience weight gain and obesity, eating disorder psychopathology, and emotion dysregulation. Limited research has examined experiences in childhood that may be associated with EE in adulthood. Perceived parental feeding practices and emotion regulation difficulties were examined as correlates of negative and positive EE in adulthood.

METHODS

A cross-sectional study using an online community sample of adults (N = 258) examined self-reported negative (Emotional Eating Scale-Revised; EE-anger/anxiety, EE-boredom, and EE-depression) and positive (Emotion Appetite Questionnaire; EE-positive) EE, perceived parental feeding practices (Child Feeding Questionnaire), and emotion regulation difficulties (Difficulties in Emotion Regulation Scale).

RESULTS

Moderation analyses calculated in PROCESS macro examined emotion regulation difficulties as a moderator of relationships between perceived parental feeding practices and EE. Across all models tested, age, BMI, and gender were entered as covariates. Higher perceptions of parental control (monitoring and restriction) of unhealthy eating behaviors and pressure to eat were more strongly associated with EE-anger/anxiety and EE-positive when emotion regulation difficulties were high. Higher perceptions of parental restriction of unhealthy eating behaviors and pressure to eat were more strongly associated with higher EE-boredom when emotion regulation difficulties were high. No significant interactions between perceived parental feeding practices and emotion regulation difficulties emerged in relation to EE-depression.

CONCLUSIONS

Perceived controlling parental feeding practices and emotion regulation difficulties may explain meaningful variance in negative and positive EE in adulthood.

The impact of food-related behaviours and emotional functioning on body mass index in an adult sample

PURPOSE

The aim of this study was to evaluate the impact of food-related behaviours (emotional eating, snacking) and emotional functioning (negative emotions, stress, emotional dysregulation) on body mass index in an adult sample. Direct and indirect relationships of the above-mentioned variables were examined.

METHODS

The total sample comprised 298 adults. All participants completed the Difficulties in Emotion Regulation Scale, the Positive and Negative Affect Schedule, the Feeling of Stress Questionnaire and the Three-Factor Eating Questionnaire.

RESULTS

Our findings showed that food-related behaviours and emotional functioning are related to body mass index in adults. In addition, emotional dysregulation and negative emotions did not have direct impact on snacking. Moreover, snacking did not have a direct impact on body mass index. However, snacking had an indirect effect on body mass index (through emotional eating). The other relationships were significant and consistent with the hypothesised positive direction.

CONCLUSION

We found significant relationships among (almost all) food-related behaviours, emotional functioning and body mass index in adults. However, future research on pathways from negative emotions/emotional dysregulation to snacking and from snacking to BMI should be conducted.

LEVEL OF EVIDENCE

Level V, descriptive study.

Emotion regulation difficulties interact with negative, not positive, emotional eating to strengthen relationships with disordered eating: An exploratory study

Disordered eating includes core eating disorder symptoms present in diverse populations. The extant literature has focused on associations between negative emotional eating and disordered eating to the exclusion of positive emotional eating. Emotion regulation may help explain relationships between emotional eating and disordered eating. Emotion regulation difficulties was examined as a moderator of relationships between negative and positive emotional eating and disordered eating including dietary restraint, eating, weight, and shape concerns, and global scores of disordered eating, a general index of disordered eating. A cross-sectional study was employed using a university student population in the United States. Participants completed surveys assessing negative (Dutch Eating Behavior Questionnaire; Emotional Appetite Questionnaire) and positive (Emotional Appetite Questionnaire) emotional eating, emotion regulation (Difficulties in Emotion Regulation Scale), and disordered eating (Eating Disorder Examination Questionnaire). Moderation analyses were calculated with emotion regulation difficulties as the moderator of relationships between negative and positive emotional eating and disordered eating. Across two separate measures of negative emotional eating, higher negative emotional eating was associated with higher weight concerns and global scores of disordered eating when emotion regulation difficulties was average and increased (+1 SD above average). Higher positive emotional eating was associated with lower dietary restraint and global scores of disordered eating when emotion regulation difficulties was decreased (-1 SD below average). Emotion regulation difficulties strengthened relationships between negative, not positive, emotional eating and disordered eating. Research and clinical implications for the contribution of emotional eating and emotion regulation on disordered eating were discussed.

Emotion regulation mediates relationships between perceived childhood invalidation, emotional reactivity, and emotional eating

Dialectical Behavior Therapy (DBT) is informed by the biosocial model which suggests that emotional sensitivity and childhood invalidation interact to influence emotion dysregulation, leading to behavioral disorders. Although adapted DBT interventions have resulted in improved emotional eating, little research has been conducted to examine whether key aspects of the biosocial model apply to emotional eating. Adults ( N = 258) were enrolled via Amazon’s Mechanical Turk. Three separate mediation analyses were performed using Hayes’ SPSS macro. Results showed that emotion regulation difficulties mediated the relationships between biosocial variables (i.e. perceived maternal and paternal invalidation and emotional reactivity) and emotional eating.

Dialectical behavior therapy adapted for binge eating compared to cognitive behavior therapy in obese adults with binge eating disorder: a controlled study

BACKGROUND

Current guidelines recommend cognitive behavior therapy (CBT) as the treatment of choice for binge eating disorder (BED). Although CBT is quite effective, a substantial number of patients do not reach abstinence from binge eating. To tackle this problem, various theoretical conceptualizations and treatment models have been proposed. Dialectical behavior therapy (DBT), focusing on emotion regulation, is one such model. Preliminary evidence comparing DBT adapted for BED (DBT-BED) to CBT is promising but the available data do not favor one treatment over the other. The aim of this study is to evaluate outcome of DBT-BED, compared to a more intensive eating disorders-focused form of cognitive behavior therapy (CBT+), in individuals with BED who are overweight and engage in emotional eating.

METHODS

Seventy-four obese patients with BED who reported above average levels of emotional eating were quasi-randomly allocated to one of two manualized 20-session group treatments: DBT-BED (n = 41) or CBT+ (n = 33). Intention-to-treat outcome was examined at post-treatment and at 6-month follow-up using general or generalized linear models with multiple imputation.

RESULTS

Overall, greater improvements were observed in CBT+. Differences in number of objective binge eating episodes at end of treatment, and eating disorder psychopathology (EDE-Q Global score) and self-esteem (EDI-3 Low Self-Esteem) at follow-up reached statistical significance with medium effect sizes (Cohen's d between .46 and .59). Of the patients in the DBT group, 69.9% reached clinically significant change at end of the treatment vs 65.0% at follow-up. Although higher, this was not significantly different from the patients in the CBT+ group (52.9% vs 45.8%).

CONCLUSIONS

The results of this study show that CBT+ produces better outcomes than the less intensive DBT-BED on several measures. Yet, regardless of the dose-difference, the data suggest that DBT-BED and CBT+ lead to comparable levels of clinically meaningful change in global eating disorder psychopathology. Future recommendations include the need for dose-matched comparisons in a sufficiently powered randomized controlled trial, and the need to determine mediators and moderators of treatment outcome.

TRIAL REGISTRATION

Nederlands Trial Register: NL3982 (NTR4154). Date of registration: 2013 August 28, retrospectively registered.