The Path from Childhood Emotional Maltreatment to Disordered Eating Behaviors: The Role of Reflective Functioning and Food Addiction
Abstract
1. Introduction
2. Methods and Materials
2.1. Procedure
2.2. Sample Size Determination
2.3. Participants
2.4. Measures
2.4.1. Traumatic Experiences Checklist (TEC)
2.4.2. Reflective Functioning Questionnaire 8 (RFQ-8)
2.4.3. The Yale Food Addiction Scale 2.0 (YFAS 2.0)
2.4.4. The Addiction-like Eating Behavioral Scale (AEBS)
2.5. Statistical Analysis
3. Results
3.1. Preliminary Analysis—Correlations
3.2. Multiple Mediation Analysis
4. Discussion
4.1. Strengths and Limitations
4.2. Clinical Implications
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Gearhardt, A.N.; Brownell, K.D.; Gold, M.S.; Potenza, M.N.; Gearhardt, A.N.; Brownell, K.D.; Gold, M.S.; Potenza, M.N. (Eds.) Food & Addiction: A Comprehensive Handbook, 2nd ed.; New Edition; Oxford University Press: Oxford, NY, USA, 2024; ISBN 978-0-19-067105-1. [Google Scholar]
- Liu, Y.; Song, Y.; Hao, Q.; Wu, J. Global Prevalence of Osteosarcopenic Obesity amongst Middle Aged and Older Adults: A Systematic Review and Meta-Analysis. Arch. Osteoporos. 2023, 18, 60. [Google Scholar] [CrossRef] [PubMed]
- Heeren, F.A.N.; Darcey, V.L.; Deemer, S.E.; Menon, S.; Tobias, D.; Cardel, M.I. Breaking down Silos: The Multifaceted Nature of Obesity and the Future of Weight Management. Philos. Trans. R. Soc. B Biol. Sci. 2023, 378, 20220215. [Google Scholar] [CrossRef]
- Rossi, A.A.; Pietrabissa, G.; Tagliagambe, A.; Scuderi, A.; Montecchiani, L.; Castelnuovo, G.; Mannarini, S.; Dalla Ragione, L. Many Facets of Eating Disorders: Profiling Key Psychological Features of Anorexia Nervosa and Binge Eating Disorder. Behav. Sci. 2023, 13, 276. [Google Scholar] [CrossRef]
- Haslam, D.W.; James, W.P.T. Obesity. Lancet 2005, 366, 1197–1209. [Google Scholar] [CrossRef] [PubMed]
- Mandlik, M.; Oetzel, J.G.; Kadirov, D. Obesity and Health Care Interventions: Substantiating a Multi-Modal Challenge through the Lens of Grounded Theory. Health Promot. J. Austr. 2021, 32, 274–284. [Google Scholar] [CrossRef]
- Schulte, E.M.; Avena, N.M.; Gearhardt, A.N. Which Foods May Be Addictive? The Roles of Processing, Fat Content, and Glycemic Load. PLoS ONE 2015, 10, e0117959. [Google Scholar] [CrossRef] [PubMed]
- Schulte, E.M.; Smeal, J.K.; Lewis, J.; Gearhardt, A.N. Development of the Highly Processed Food Withdrawal Scale. Appetite 2018, 131, 148–154. [Google Scholar] [CrossRef]
- Monteiro, C.A.; Cannon, G.; Moubarac, J.-C.; Levy, R.B.; Louzada, M.L.C.; Jaime, P.C. The UN Decade of Nutrition, the NOVA Food Classification and the Trouble with Ultra-Processing. Public Health Nutr. 2018, 21, 5–17. [Google Scholar] [CrossRef]
- Gearhardt, A.N.; Schulte, E.M. Is Food Addictive? A Review of the Science. Annu. Rev. Nutr. 2021, 41, 387–410. [Google Scholar] [CrossRef]
- Castelnuovo, G.; Pietrabissa, G.; Manzoni, G.M.; Corti, S.; Ceccarini, M.; Borrello, M.; Giusti, E.M.; Novelli, M.; Cattivelli, R.; Middleton, N.A.; et al. Chronic Care Management of Globesity: Promoting Healthier Lifestyles in Traditional and mHealth Based Settings. Front. Psychol. 2015, 6, 1557. [Google Scholar] [CrossRef]
- Pietrabissa, G.; Sorgente, A.; Rossi, A.; Simpson, S.; Riva, G.; Manzoni, G.M.; Prochaska, J.O.; Prochaska, J.M.; Cattivelli, R.; Castelnuovo, G. Stages of Change in Obesity and Weight Management: Factorial Structure of the Italian Version of the University of Rhode Island Change Assessment Scale. Eat. Weight Disord.-Stud. Anorex. Bulim. Obes. 2017, 22, 361–367. [Google Scholar] [CrossRef] [PubMed]
- Neff, K.M.H.; Fay, A.; Saules, K.K. Foods and Nutritional Characteristics Associated With Addictive-Like Eating. Psychol. Rep. 2022, 125, 1937–1956. [Google Scholar] [CrossRef] [PubMed]
- Gearhardt, A.N.; DiFeliceantonio, A.G. Highly Processed Foods Can Be Considered Addictive Substances Based on Established Scientific Criteria. Addiction 2023, 118, 589–598. [Google Scholar] [CrossRef]
- Manzoni, G.M.; Rossi, A.; Pietrabissa, G.; Mannarini, S.; Fabbricatore, M.; Imperatori, C.; Innamorati, M.; Gearhardt, A.N.; Castelnuovo, G. Structural Validity, Measurement Invariance, Reliability and Diagnostic Accuracy of the Italian Version of the Yale Food Addiction Scale 2.0 in Patients with Severe Obesity and the General Population. Eat. Weight Disord.-Stud. Anorex. Bulim. Obes. 2021, 26, 345–366. [Google Scholar] [CrossRef]
- Gearhardt, A.N.; Corbin, W.R.; Brownell, K.D. Food Addiction: An Examination of the Diagnostic Criteria for Dependence. J. Addict. Med. 2009, 3, 1–7. [Google Scholar] [CrossRef] [PubMed]
- Volkow, N.D.; Wang, G.-J.; Fowler, J.S.; Telang, F. Overlapping Neuronal Circuits in Addiction and Obesity: Evidence of Systems Pathology. Philos. Trans. R. Soc. B Biol. Sci. 2008, 363, 3191–3200. [Google Scholar] [CrossRef]
- Wang, G.-J.; Volkow, N.D.; Thanos, P.K.; Fowler, J.S. Similarity Between Obesity and Drug Addiction as Assessed by Neurofunctional Imaging. J. Addict. Dis. 2004, 23, 39–53. [Google Scholar] [CrossRef]
- Rossi, A.A. Tying Food Addiction to Uncontrolled Eating: The Roles of Eating-Related Thoughts and Emotional Eating. Nutrients 2025, 17, 369. [Google Scholar] [CrossRef]
- Leigh, S.-J.; Morris, M.J. The Role of Reward Circuitry and Food Addiction in the Obesity Epidemic: An Update. Biol. Psychol. 2018, 131, 31–42. [Google Scholar] [CrossRef]
- Volkow, N.D.; Wise, R.A.; Baler, R. The Dopamine Motive System: Implications for Drug and Food Addiction. Nat. Rev. Neurosci. 2017, 18, 741–752. [Google Scholar] [CrossRef]
- Davis, C.; Loxton, N.J.; Levitan, R.D.; Kaplan, A.S.; Carter, J.C.; Kennedy, J.L. ‘Food Addiction’ and Its Association with a Dopaminergic Multilocus Genetic Profile. Physiol. Behav. 2013, 118, 63–69. [Google Scholar] [CrossRef] [PubMed]
- Gearhardt, A.N.; Yokum, S.; Orr, P.T.; Stice, E.; Corbin, W.R.; Brownell, K.D. Neural Correlates of Food Addiction. Arch. Gen. Psychiatry 2011, 68, 808–816. [Google Scholar] [CrossRef]
- Meule, A.; Gearhardt, A.N. Ten Years of the Yale Food Addiction Scale: A Review of Version 2.0. Curr. Addict. Rep. 2019, 6, 218–228. [Google Scholar] [CrossRef]
- Meule, A.; Gearhardt, A.N. Five Years of the Yale Food Addiction Scale: Taking Stock and Moving Forward. Curr. Addict. Rep. 2014, 1, 193–205. [Google Scholar] [CrossRef]
- Meule, A.; Gearhardt, A.N. Food Addiction in the Light of DSM-5. Nutrients 2014, 6, 3653–3671. [Google Scholar] [CrossRef]
- Rossi, A.A.; Mannarini, S.; Semonella, M.; Castelnuovo, G.; Pietrabissa, G. The Association between Grazing and Food Addiction: The Italian Version of the Repetitive Eating Questionnaire (Rep(Eat)-Q) and Its Relationships with Food Addiction Criteria. Nutrients 2024, 16, 949. [Google Scholar] [CrossRef]
- Gilbert, D.G.; Gilbert, B.O.; Schultz, V.L. Withdrawal Symptoms: Individual Differences and Similarities across Addictive Behaviors. Personal. Individ. Differ. 1998, 24, 351–356. [Google Scholar] [CrossRef]
- Parnarouskis, L.; Leventhal, A.M.; Ferguson, S.G.; Gearhardt, A.N. Withdrawal: A Key Consideration in Evaluating Whether Highly Processed Foods Are Addictive. Obes. Rev. 2022, 23, e13507. [Google Scholar] [CrossRef] [PubMed]
- Conceição, E.M.; Mitchell, J.E.; Machado, P.P.P.; Vaz, A.R.; Pinto-Bastos, A.; Ramalho, S.; Brandão, I.; Simões, J.B.; de Lourdes, M.; Freitas, A.C. Repetitive Eating Questionnaire [Rep(Eat)-Q]: Enlightening the Concept of Grazing and Psychometric Properties in a Portuguese Sample. Appetite 2017, 117, 351–358. [Google Scholar] [CrossRef]
- Conceição, E.M.; Mitchell, J.E.; Engel, S.G.; Machado, P.P.P.; Lancaster, K.; Wonderlich, S.A. What Is “Grazing”? Reviewing Its Definition, Frequency, Clinical Characteristics, and Impact on Bariatric Surgery Outcomes, and Proposing a Standardized Definition. Surg. Obes. Relat. Dis. 2014, 10, 973–982. [Google Scholar] [CrossRef]
- Conceição, E.M.; Utzinger, L.M.; Pisetsky, E.M. Eating Disorders and Problematic Eating Behaviours Before and After Bariatric Surgery: Characterization, Assessment and Association with Treatment Outcomes. Eur. Eat. Disord. Rev. 2015, 23, 417–425. [Google Scholar] [CrossRef]
- Ruddock, H.K.; Christiansen, P.; Halford, J.C.G.; Hardman, C.A. The Development and Validation of the Addiction-like Eating Behaviour Scale. Int. J. Obes. 2017, 41, 1710–1717. [Google Scholar] [CrossRef]
- Rossi, A.A.; Pietrabissa, G.; Gearhardt, A.N.; Musetti, A.; Castelnuovo, G.; Mannarini, S. Eating Compulsivity in Inpatients with Severe Obesity and the General Population: The Italian Version of the Measure of Eating Compulsivity (MEC10-IT). Nutrients 2023, 15, 1378. [Google Scholar] [CrossRef] [PubMed]
- Schroder, R.; Sellman, J.D.; Adamson, S. Development and Validation of a Brief Measure of Eating Compulsivity (MEC). Subst. Use Misuse 2017, 52, 1918–1924. [Google Scholar] [CrossRef] [PubMed]
- Gordon, E.L.; Ariel-Donges, A.H.; Bauman, V.; Merlo, L.J. What Is the Evidence for “Food Addiction?” A Systematic Review. Nutrients 2018, 10, 477. [Google Scholar] [CrossRef] [PubMed]
- Albayrak, Ö.; Wölfle, S.M.; Hebebrand, J. Does Food Addiction Exist? A Phenomenological Discussion Based on the Psychiatric Classification of Substance-Related Disorders and Addiction. Obes. Facts 2012, 5, 165–179. [Google Scholar] [CrossRef]
- Davis, C. Compulsive Overeating as an Addictive Behavior: Overlap Between Food Addiction and Binge Eating Disorder. Curr. Obes. Rep. 2013, 2, 171–178. [Google Scholar] [CrossRef]
- Schulte, E.M.; Gearhardt, A.N. Attributes of the Food Addiction Phenotype within Overweight and Obesity. Eat. Weight Disord.-Stud. Anorex. Bulim. Obes. 2020, 26, 2043–2049. [Google Scholar] [CrossRef]
- Schulte, E.M.; Joyner, M.A.; Potenza, M.N.; Grilo, C.M.; Gearhardt, A.N. Current Considerations Regarding Food Addiction. Curr. Psychiatry Rep. 2015, 17, 563. [Google Scholar] [CrossRef]
- Schulte, E.M.; Wadden, T.A.; Allison, K.C. An Evaluation of Food Addiction as a Distinct Psychiatric Disorder. Int. J. Eat. Disord. 2020, 53, 1610–1622. [Google Scholar] [CrossRef]
- Guney, N.; Snaychuk, L.A.; Kim, H.S. An Investigation into the Relationship between Adverse Childhood Experiences and Food Addiction: The Role of Urgency and Emotion Dysregulation. Psychiatry Res. Commun. 2025, 5, 100206. [Google Scholar] [CrossRef]
- Schimmenti, A.; Billieux, J.; Santoro, G.; Casale, S.; Starcevic, V. A Trauma Model of Substance Use: Elaboration and Preliminary Validation. Addict. Behav. 2022, 134, 107431. [Google Scholar] [CrossRef] [PubMed]
- Garon-Bissonnette, J.; Dubois-Comtois, K.; St-Laurent, D.; Berthelot, N. A Deeper Look at the Association between Childhood Maltreatment and Reflective Functioning. Attach. Hum. Dev. 2023, 25, 368–389. [Google Scholar] [CrossRef] [PubMed]
- Teicher, M.H.; Gordon, J.B.; Nemeroff, C.B. Recognizing the Importance of Childhood Maltreatment as a Critical Factor in Psychiatric Diagnoses, Treatment, Research, Prevention, and Education. Mol. Psychiatry 2022, 27, 1331–1338. [Google Scholar] [CrossRef]
- Midolo, L.R.; Santoro, G.; Ferrante, E.; Pellegriti, P.; Russo, S.; Costanzo, A.; Schimmenti, A. Childhood Trauma, Attachment and Psychopathology: A Correlation Network Approach. Mediterr. J. Clin. Psychol. 2020, 8, 1–25. [Google Scholar] [CrossRef]
- Somer, E. Trauma, Dissociation, and Opiate Use Disorder. Curr. Addict. Rep. 2019, 6, 15–20. [Google Scholar] [CrossRef]
- Caslini, M.; Bartoli, F.; Crocamo, C.; Dakanalis, A.; Clerici, M.; Carrà, G. Disentangling the Association Between Child Abuse and Eating Disorders: A Systematic Review and Meta-Analysis. Biopsychosoc. Sci. Med. 2016, 78, 79. [Google Scholar] [CrossRef]
- Craparo, G.; Ardino, V.; Gori, A.; Caretti, V. The Relationships between Early Trauma, Dissociation, and Alexithymia in Alcohol Addiction. Psychiatry Investig. 2014, 11, 330–335. [Google Scholar] [CrossRef]
- Vanderlinden, J.; Palmisano, G.L. Trauma and Eating Disorders: The State of the Art; Springer Publishing Company: Berlin/Heidelberg, Germany, 2024; ISBN 978-0-8261-7264-8. [Google Scholar]
- Holgerson, A.A.; Clark, M.M.; Ames, G.E.; Collazo-Clavell, M.L.; Kellogg, T.A.; Graszer, K.M.; Kalsy, S.A.; Grothe, K. Association of Adverse Childhood Experiences and Food Addiction to Bariatric Surgery Completion and Weight Loss Outcome. Obes. Surg. 2018, 28, 3386–3392. [Google Scholar] [CrossRef]
- Hoover, L.V.; Yu, H.P.; Duval, E.R.; Gearhardt, A.N. Childhood Trauma and Food Addiction: The Role of Emotion Regulation Difficulties and Gender Differences. Appetite 2022, 177, 106137. [Google Scholar] [CrossRef]
- Imperatori, C.; Innamorati, M.; Lamis, D.A.; Farina, B.; Pompili, M.; Contardi, A.; Fabbricatore, M. Childhood Trauma in Obese and Overweight Women with Food Addiction and Clinical-Level of Binge Eating. Child Abuse Negl. 2016, 58, 180–190. [Google Scholar] [CrossRef] [PubMed]
- Lin, X.; Wang, X.; Wang, C.; Wu, J.; Yang, W.; Wang, J.; Yang, Y.; Zhang, R.; Hu, J.; Wang, F.; et al. Bidirectional Mediation of Psychological Distress and Food Addiction Influenced by Childhood Trauma among Adolescents. J. Affect. Disord. 2025, 375, 448–455. [Google Scholar] [CrossRef] [PubMed]
- Mason, S.M.; Flint, A.J.; Field, A.E.; Austin, S.B.; Rich-Edwards, J.W. Abuse Victimization in Childhood or Adolescence and Risk of Food Addiction in Adult Women. Obesity 2013, 21, E775–E781. [Google Scholar] [CrossRef]
- Bou Khalil, R.; Sleilaty, G.; Richa, S.; Seneque, M.; Iceta, S.; Rodgers, R.; Alacreu-Crespo, A.; Maimoun, L.; Lefebvre, P.; Renard, E.; et al. The Impact of Retrospective Childhood Maltreatment on Eating Disorders as Mediated by Food Addiction: A Cross-Sectional Study. Nutrients 2020, 12, 2969. [Google Scholar] [CrossRef]
- Stojek, M.M.; Maples-Keller, J.L.; Dixon, H.D.; Umpierrez, G.E.; Gillespie, C.F.; Michopoulos, V. Associations of Childhood Trauma with Food Addiction and Insulin Resistance in African-American Women with Diabetes Mellitus. Appetite 2019, 141, 104317. [Google Scholar] [CrossRef]
- Vachon, D.D.; Krueger, R.F.; Rogosch, F.A.; Cicchetti, D. Assessment of the Harmful Psychiatric and Behavioral Effects of Different Forms of Child Maltreatment. JAMA Psychiatry 2015, 72, 1135–1142. [Google Scholar] [CrossRef]
- Nolen-Hoeksema, S.; Watkins, E.R. A Heuristic for Developing Transdiagnostic Models of Psychopathology: Explaining Multifinality and Divergent Trajectories. Perspect. Psychol. Sci. 2011, 6, 589–609. [Google Scholar] [CrossRef] [PubMed]
- Musetti, A.; Gagliardini, G.; Lenzo, V.; Cella, S. From Childhood Emotional Maltreatment to Disordered Eating: A Path Analysis. Psychoanal. Psychol. 2023, 40, 90. [Google Scholar] [CrossRef]
- Musetti, A.; Starcevic, V.; Boursier, V.; Corsano, P.; Billieux, J.; Schimmenti, A. Childhood Emotional Abuse and Problematic Social Networking Sites Use in a Sample of Italian Adolescents: The Mediating Role of Deficiencies in Self-Other Differentiation and Uncertain Reflective Functioning. J. Clin. Psychol. 2021, 77, 1666–1684. [Google Scholar] [CrossRef]
- Infurna, M.R.; Reichl, C.; Parzer, P.; Schimmenti, A.; Bifulco, A.; Kaess, M. Associations between Depression and Specific Childhood Experiences of Abuse and Neglect: A Meta-Analysis. J. Affect. Disord. 2016, 190, 47–55. [Google Scholar] [CrossRef]
- Cicchetti, D.; Toth, S.L. Child Maltreatment. Annu. Rev. Clin. Psychol. 2005, 1, 409–438. [Google Scholar] [CrossRef] [PubMed]
- Bifulco, A.; Moran, P.M.; Baines, R.; Bunn, A.; Stanford, K. Exploring Psychological Abuse in Childhood: II. Association with Other Abuse and Adult Clinical Depression. Bull. Menn. Clin. 2002, 66, 241–258. [Google Scholar] [CrossRef]
- Emery, R.L.; Yoon, C.; Mason, S.M.; Neumark-Sztainer, D. Childhood Maltreatment and Disordered Eating Attitudes and Behaviors in Adult Men and Women:Findings from Project EAT. Appetite 2021, 163, 105224. [Google Scholar] [CrossRef] [PubMed]
- Fonagy, P.; Bateman, A.W. Adversity, Attachment, and Mentalizing. Compr. Psychiatry 2016, 64, 59–66. [Google Scholar] [CrossRef]
- Fonagy, P.; Gergely, G.; Jurist, E.; Target, M. Affect Regulation, Mentalization, and the Development of the Self; Routledge: Oxfordshire, UK, 2002. [Google Scholar]
- Fonagy, P.; Target, M.; Steele, H.; Steele, M. Reflective-Functioning Manual Version 5 for Application to Adult Attachment Interviews. Available online: https://discovery.ucl.ac.uk/id/eprint/1461016/ (accessed on 1 April 2025).
- Santoro, G.; Cannavò, M.; Schimmenti, A.; Barberis, N. Childhood Trauma and Eating Disorder Risk among Young Adult Females: The Mediating Role of Mentalization. Dev. Psychopathol. 2025, in press. [Google Scholar]
- Schimmenti, A.; Bifulco, A. Toward a Better Understanding of the Relationship between Childhood Trauma and Psychiatric Disorders: Measurement and Impact on Addictive Behaviors. Psychiatry Investig. 2015, 12, 415–416. [Google Scholar] [CrossRef]
- Handeland, T.B.; Kristiansen, V.R.; Lau, B.; Håkansson, U.; Øie, M.G. High Degree of Uncertain Reflective Functioning in Mothers with Substance Use Disorder. Addict. Behav. Rep. 2019, 10, 100193. [Google Scholar] [CrossRef]
- Allen, J.G.; Fonagy, P.; Bateman, A.W. Mentalizing in Clinical Practice; American Psychiatric Publishing, Inc.: Arlington, VA, USA, 2008; p. 403. ISBN 978-1-58562-306-8. [Google Scholar]
- Musetti, A.; Pingani, L.; Zagaria, A.; Uberti, D.; Meli, S.; Lenzo, V.; Gori, A.; Franceschini, C.; Galeazzi, G.M. Insecure Adult Attachment and Reflective Functioning as Mechanisms of the Relationship between Traumatic Life Events and Suicidal Ideation: A Path Analysis. Front. Psychol. 2022, 13, 985148. [Google Scholar] [CrossRef] [PubMed]
- Luyten, P.; Campbell, C.; Allison, E.; Fonagy, P. The Mentalizing Approach to Psychopathology: State of the Art and Future Directions. Annu. Rev. Clin. Psychol. 2020, 16, 297–325. [Google Scholar] [CrossRef]
- Morosan, L.; Fonseca-Pedrero, E.; Debbané, M. Network Analysis of Reflective Functioning and Conduct Problems during Adolescence. Psychol. Violence 2020, 10, 300–311. [Google Scholar] [CrossRef]
- Cosenza, M.; Ciccarelli, M.; Nigro, G. The Steamy Mirror of Adolescent Gamblers: Mentalization, Impulsivity, and Time Horizon. Addict. Behav. 2019, 89, 156–162. [Google Scholar] [CrossRef] [PubMed]
- Gagliardini, G.; Gullo, S.; Tinozzi, V.; Baiano, M.; Balestrieri, M.; Todisco, P.; Schirone, T.; Colli, A. Mentalizing Subtypes in Eating Disorders: A Latent Profile Analysis. Front. Psychol. 2020, 11, 564291. [Google Scholar] [CrossRef] [PubMed]
- Innamorati, M.; Imperatori, C.; Harnic, D.; Erbuto, D.; Patitucci, E.; Janiri, L.; Lamis, D.A.; Pompili, M.; Tamburello, S.; Fabbricatore, M. Emotion Regulation and Mentalization in People at Risk for Food Addiction. Behav. Med. 2017, 43, 21–30. [Google Scholar] [CrossRef]
- Johnson, T.P. Snowball Sampling: Introduction. In Wiley StatsRef: Statistics Reference Online; John Wiley & Sons, Ltd.: Hoboken, NJ, USA, 2014; ISBN 978-1-118-44511-2. [Google Scholar]
- Consoli, S.; Rossi, A.; Thompson, L.Y.; Volpi, C.; Mannarini, S.; Castelnuovo, G.; Molinari, E. Assessing Psychometric Properties of the Italian Version of the Heartland Forgiveness Scale. Front. Psychol. 2020, 11, 596501. [Google Scholar] [CrossRef]
- Kline, R.B. Principles and Practice of Structural Equation Modeling; The Guilford Press: New York, NY, USA, 2023. [Google Scholar]
- American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 5th ed.; American Psychiatric Association: Washington, DC, USA, 2013. [Google Scholar]
- Nijenhuis, E.R.S.; Hart, O.; Kruger, K. The Psychometric Characteristics of the Traumatic Experiences Checklist (TEC): First Findings among Psychiatric Outpatients. Clin. Psychol. Psychother. 2002, 9, 200–210. [Google Scholar] [CrossRef]
- Schimmenti, A.; Passanisi, A.; Caretti, V.; La Marca, L.; Granieri, A.; Iacolino, C.; Gervasi, A.M.; Maganuco, N.R.; Billieux, J. Traumatic Experiences, Alexithymia, and Internet Addiction Symptoms among Late Adolescents: A Moderated Mediation Analysis. Addict. Behav. 2017, 64, 314–320. [Google Scholar] [CrossRef]
- Craparo, G.; Schimmenti, A.; Caretti, V. Traumatic Experiences in Childhood and Psychopathy: A Study on a Sample of Violent Offenders from Italy. Eur. J. Psychotraumatol. 2013, 4, 21471. [Google Scholar] [CrossRef] [PubMed]
- Schimmenti, A.; Passanisi, A.; Gervasi, A.M.; Manzella, S.; Famà, F.I. Insecure Attachment Attitudes in the Onset of Problematic Internet Use Among Late Adolescents. Child Psychiatry Hum. Dev. 2014, 45, 588–595. [Google Scholar] [CrossRef]
- van Duijl, M.; Nijenhuis, E.; Komproe, I.H.; Gernaat, H.B.P.E.; de Jong, J.T. Dissociative Symptoms and Reported Trauma Among Patients with Spirit Possession and Matched Healthy Controls in Uganda. Cult. Med. Psychiatry 2010, 34, 380–400. [Google Scholar] [CrossRef]
- Schimmenti, A. The Trauma Factor: Examining the Relationships among Different Types of Trauma, Dissociation, and Psychopathology. J. Trauma Dissociation 2018, 19, 552–571. [Google Scholar] [CrossRef]
- Fonagy, P.; Luyten, P.; Moulton-Perkins, A.; Lee, Y.W.; Warren, F.; Howard, S.; Ghinai, R.; Fearon, P.; Lowyck, B. Development and Validation of a Self-Report Measure of Mentalizing: The Reflective Functioning Questionnaire. PLoS ONE 2016, 11, 0158678. [Google Scholar] [CrossRef] [PubMed]
- Morandotti, N.; Brondino, N.; Merelli, A.; Boldrini, A.; Vidovich, G.Z.; Ricciardo, S.; Abbiati, V.; Ambrosi, P.; Caverzasi, E.; Fonagy, P.; et al. The Italian Version of the Reflective Functioning Questionnaire: Validity Data for Adults and Its Association with Severity of Borderline Personality Disorder. PLoS ONE 2018, 13, 0206433. [Google Scholar] [CrossRef]
- Gearhardt, A.N.; Corbin, W.R.; Brownell, K.D. Development of the Yale Food Addiction Scale Version 2.0. Psychol. Addict. Behav. 2016, 30, 113–121. [Google Scholar] [CrossRef]
- Aloi, M.; Rania, M.; Rodríguez Muñoz, R.C.; Jiménez Murcia, S.; Fernández-Aranda, F.; De Fazio, P.; Segura-Garcia, C. Validation of the Italian Version of the Yale Food Addiction Scale 2.0 (I-YFAS 2.0) in a Sample of Undergraduate Students. Eat. Weight Disord.-Stud. Anorex. Bulim. Obes. 2017, 22, 527–533. [Google Scholar] [CrossRef] [PubMed]
- Rossi, A.A.; Mannarini, S.; Castelnuovo, G.; Pietrabissa, G. Disordered Eating Behaviors Related to Food Addiction/Eating Addiction in Inpatients with Obesity and the General Population: The Italian Version of the Addiction-like Eating Behaviors Scale (AEBS-IT). Nutrients 2023, 15, 104. [Google Scholar] [CrossRef]
- Hayes, A.F. Introduction to Mediation, Moderation, and Conditional Process Analysis: Third Edition: A Regression-Based Approach, 3rd ed.; The Guilford Press: New York, NY, USA, 2022. [Google Scholar]
- MacKinnon, D.P. Introduction to Statistical Mediation Analysis; Routledge: New York, NY, USA, 2008; ISBN 978-0-203-80955-6. [Google Scholar]
- Tabachnick, B.G.; Fidell, L.S. Using Multivariate Statistics, 7th ed.; Pearson: Harlow, UK, 2019. [Google Scholar]
- Panzeri, A.; Castelnuovo, G.; Spoto, A. Assessing Discriminant Validity through Structural Equation Modeling: The Case of Eating Compulsivity. Nutrients 2024, 16, 550. [Google Scholar] [CrossRef] [PubMed]
- Rönkkö, M.; Cho, E. An Updated Guideline for Assessing Discriminant Validity. Organ. Res. Methods 2022, 25, 6–14. [Google Scholar] [CrossRef]
- Cohen, J. Statistical Power Analysis for the Behavioral Sciences; Lawrence Erlbaum Associates.: Hillsdale, NJ, USA, 1988. [Google Scholar]
- Hayes, A.F.; Rockwood, N.J. Conditional Process Analysis: Concepts, Computation, and Advances in the Modeling of the Contingencies of Mechanisms. Am. Behav. Sci. 2020, 64, 19–54. [Google Scholar] [CrossRef]
- Bollen, K.A. Stine Bootstrapping Goodness-of-Fit Measures in Structural Equation Models. Sociol. Methods Res. 1993, 21, 205–229. [Google Scholar] [CrossRef]
- Hancock, G.R.; Liu, M. Bootstrapping Standard Errors and Data-Model Fit Statistics in Structural Equation Modeling. In Handbook of Structural Equation Modeling; The Guilford Press: New York, NY, USA, 2012; pp. 296–306. ISBN 978-1-60623-077-0. [Google Scholar]
- MacKinnon, D.P.; Fairchild, A.J.; Fritz, M.S. Mediation Analysis. Annu. Rev. Psychol. 2007, 58, 593–614. [Google Scholar] [CrossRef]
- Hoyle, R.H. Handbook of Structural Equation Modeling: Second Edition; The Guilford Press: New York, NY, USA, 2023. [Google Scholar]
- Kenny, D.A.; Kaniskan, B.; McCoach, D.B. The Performance of RMSEA in Models With Small Degrees of Freedom. Sociol. Methods Res. 2015, 44, 486–507. [Google Scholar] [CrossRef]
- MacCallum, R.C.; Browne, M.W.; Sugawara, H.M. Power Analysis and Determination of Sample Size for Covariance Structure Modeling. Psychol. Methods 1996, 1, 130–149. [Google Scholar] [CrossRef]
- Aloi, M.; Liuzza, M.T.; Rania, M.; Carbone, E.A.; de Filippis, R.; Gearhardt, A.N.; Segura-Garcia, C. Using Latent Class Analysis to Identify Different Clinical Profiles According to Food Addiction Symptoms in Obesity with and without Binge Eating Disorder. J. Behav. Addict. 2024, 13, 262–275. [Google Scholar] [CrossRef] [PubMed]
- Santoro, G.; Midolo, L.R.; Costanzo, A.; Schimmenti, A. The Vulnerability of Insecure Minds: The Mediating Role of Mentalization in the Relationship between Attachment Styles and Psychopathology. Bull. Menninger Clin. 2021, 85, 358–384. [Google Scholar] [CrossRef]
- Santoro, G.; Musetti, A.; Costanzo, A.; Schimmenti, A. Self-Discontinuity in Behavioral Addictions: A Psychodynamic Framework. Addict. Behav. Rep. 2025, 21, 100601. [Google Scholar] [CrossRef]
- Aas, M.; Sideli, L.; Franceschini, C.; Alameda, L.; Trotta, G.; Coco, G.L.; Musetti, A.; Schimmenti, A. The Role of Interpersonal Trauma and Substance Use in Mental Health: A Large Population-Based Study. Psychiatry Res. 2024, 333, 115712. [Google Scholar] [CrossRef]
- Krupa, H.; Gearhardt, A.N.; Lewandowski, A.; Avena, N.M. Food Addiction. Brain Sci. 2024, 14, 952. [Google Scholar] [CrossRef] [PubMed]
- McCrory, E.J.; Viding, E. The Theory of Latent Vulnerability: Reconceptualizing the Link between Childhood Maltreatment and Psychiatric Disorder. Dev. Psychopathol. 2015, 27, 493–505. [Google Scholar] [CrossRef]
- Mehta, M.A.; Gore-Langton, E.; Golembo, N.; Colvert, E.; Williams, S.C.R.; Sonuga-Barke, E. Hyporesponsive Reward Anticipation in the Basal Ganglia Following Severe Institutional Deprivation Early in Life. J. Cogn. Neurosci. 2010, 22, 2316–2325. [Google Scholar] [CrossRef]
- Barbaranelli, C.; Lee, C.S.; Vellone, E.; Riegel, B. Dimensionality and Reliability of the Self-Care of Heart Failure Index Scales: Further Evidence From Confirmatory Factor Analysis. Res. Nurs. Health 2014, 37, 524–537. [Google Scholar] [CrossRef]
- Bateman, A.; Fonagy, P.; Campbell, C.; Luyten, P.; Debbané, M. Cambridge Guide to Mentalization-Based Treatment (MBT); Cambridge Guides to the Psychological Therapies; Cambridge University Press: Cambridge, UK, 2023. [Google Scholar]
- Allen, J.G.; Fonagy, P. Handbook of Mentalization-Based Treatment; John Wiley & Sons, Ltd.: West Sussex, UK, 2006; ISBN 978-0-470-71298-6. [Google Scholar]
- Robinson, P.; Hellier, J.; Barrett, B.; Barzdaitiene, D.; Bateman, A.; Bogaardt, A.; Clare, A.; Somers, N.; O’Callaghan, A.; Goldsmith, K.; et al. The NOURISHED Randomised Controlled Trial Comparing Mentalisation-Based Treatment for Eating Disorders (MBT-ED) with Specialist Supportive Clinical Management (SSCM-ED) for Patients with Eating Disorders and Symptoms of Borderline Personality Disorder. Trials 2016, 17, 549. [Google Scholar] [CrossRef]
- Robinson, P.; Skårderud, F.; Sommerfeldt, B. Hunger: Mentalization-Based Treatments for Eating Disorders; Springer: Berlin/Heidelberg, Germany, 2018; ISBN 978-3-319-95121-8. [Google Scholar]
- Salucci, K.G.; Austin, A. Mentalisation-Based Therapy for Eating Disorder Treatment: Protocol for a Systematic Review. BMJ Open 2025, 15, e097639. [Google Scholar] [CrossRef] [PubMed]
- Zeeck, A.; Lau, I.; Endorf, K.; Schaefer, L.; Euler, S.; Lahmann, C.; Hartmann, A. Mentalizing in Psychotherapeutic Processes of Patients with Eating Disorders. Front. Psychiatry 2024, 15, 1367863. [Google Scholar] [CrossRef] [PubMed]
- Sonntag, M.; Russell, J. The Mind-in-Mind Study: A Pilot Randomised Controlled Trial That Compared Modified Mentalisation Based Treatment with Supportive Clinical Management for Patients with Eating Disorders without Borderline Personality Disorder. Eur. Eat. Disord. Rev. 2022, 30, 206–220. [Google Scholar] [CrossRef] [PubMed]
- Zeeck, A.; Endorf, K.; Euler, S.; Schaefer, L.; Lau, I.; Flösser, K.; Geiger, V.; Meier, A.F.; Walcher, P.; Lahmann, C.; et al. Implementation of Mentalization-Based Treatment in a Day Hospital Program for Eating Disorders—A Pilot Study. Eur. Eat. Disord. Rev. 2021, 29, 783–801. [Google Scholar] [CrossRef]
- O’Hea, E.L.; Edwards-Hampton, S.A.; Beall Brown, D.L.; Sonneville, K.R.; Ziedonis, D.M.; Gearhardt, A.N. The Food Addiction Clinical Treatment (FACT) Manual: A Harm Reduction Treatment Approach. Behav. Sci. 2024, 14, 557. [Google Scholar] [CrossRef]
Descriptives | ||
---|---|---|
Age (mean SD) | 38.39 | 14.70 |
BMI (mean SD) | 24.38 | 4.86 |
Gender (n %) | ||
Male | 116 | 21.4% |
Female | 427 | 78.6% |
Civil status (n %) | ||
Single | 132 | 24.3% |
In a relationship | 185 | 34.1% |
Married | 182 | 33.5% |
Separated/divorced | 36 | 6.6% |
Widowed | 8 | 1.5% |
Education (n %) | ||
Middle school degree | 29 | 5.4% |
High school degree | 237 | 43.6% |
Bachelor degree | 237 | 43.6% |
Master/Ph.D. | 40 | 7.4% |
Work Status (n %) | ||
Student | 147 | 27.1% |
Full-time worker | 210 | 38.7% |
Part-time worker | 64 | 11.8% |
Entrepreneurs | 65 | 12.0% |
Unemployed | 22 | 4.1% |
Retired | 35 | 6.4% |
BMI Class (n %) | ||
Severely underweight (<16) | 2 | 0.4% |
Underweight (16–18.49) | 19 | 3.5% |
Normal weight (18.5–24.99) | 331 | 61.0% |
Overweight (25–29.99) | 126 | 23.2% |
Class I obesity (30–34.99) | 43 | 7.9% |
Class II obesity (35–39.99) | 15 | 2.8% |
Class III obesity (>40) | 7 | 1.3% |
ED diagnosis (n %) | ||
No ED | 487 | 89.7% |
Anorexia nervosa | 12 | 2.2% |
Bulimia nervosa | 11 | 2.0% |
Binge eating disorder | 16 | 2.9% |
ED no otherwise specified | 17 | 3.1% |
Descriptives | Correlations | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
M | SD | SK | K | 1 | 2 | 3 | 4 | 5 | 6 | 7 | ||
1 | Emotional abuse | 0.44 | 0.76 | 1.82 | 2.81 | - | ||||||
2 | Emotional neglect | 0.24 | 0.56 | 2.80 | 8.87 | 0.408 | - | |||||
3 | (deficits in) Reflective functioning | 3.23 | 3.37 | 1.02 | 0.24 | 0.323 | 0.222 | - | ||||
4 | YFAS2 Symptom Count | 1.10 | 2.10 | 2.40 | 5.56 | 0.491 | 0.224 | 0.321 | - | |||
5 | Appetite drive | 16.99 | 6.30 | 1.36 | 1.90 | 0.317 | 0.160 | 0.351 | 0.593 | - | ||
6 | Low diet control | 16.22 | 4.79 | 0.10 | −0.25 | 0.188 | 0.088 * | 0.236 | 0.309 | 0.467 | - | |
7 | BMI | 24.38 | 4.86 | 1.48 | 3.39 | 0.227 | 0.141 * | 0.061 § | 0.266 | 0.361 | 0.222 | - |
β * | β (SE) | 95%CI [L; U] | z-Value | p-Value | R2 | ||
---|---|---|---|---|---|---|---|
Emo. abuse (X1) → (deficits in) reflective func. (M1) | a11 | 0.284 | 1.256 (0.202) | [0.858; 1.660] | 6.210 | <0.001 | 0.119 |
Emo. neglect (X2) → (deficits in) reflective func. (M1) | a21 | 0.109 | 0.658 (0.275) | [0.109; 1.199] | 2.395 | 0.017 | |
(deficits in) reflective func. (M1) → FA symptoms (M2) | d | 0.187 | 0.114 (0.026) | [0.062; 0.165] | 4.380 | <0.001 | 0.275 |
FA symptoms (M2) → appetite drive (Y1) | b21 | 0.488 | 1.465 (0.154) | [1.155; 1.758] | 9.514 | <0.001 | 0.411 |
FA symptoms (M2) → low diet control (Y2) | b22 | 0.219 | 0.505 (0.115) | [0.287; 0.733] | 4.381 | <0.001 | 0.128 |
Appetite drive (Y1) ↔ low diet control (Y2) | 0.324 | 6.837 (0.921) | [4.940; 8.558] | 7.427 | <0.001 | ||
Emo. abuse (X1) ↔ Emo. neglect (X2) | 0.408 | 0.175(0.042) | [0.097; 0.262] | 4.138 | <0.001 | ||
Emo. abuse (X1) → FA symptoms (M2) | a12 | 0.404 | 1.092 (0.188) | [0.688; 1.438] | 5.810 | <0.001 | |
Emo. neglect (X2) → FA symptoms (M2) | a22 | −0.000 | −0.001 (0.223) | [−0.413; 0.452] | −0.005 | 0.996 | |
(deficits in) reflective func. (M1) → appetite drive (Y1) | b11 | 0.196 | 0.360 (0.075) | [0.212; 0.506] | 4.802 | <0.001 | |
(deficits in) reflective func. (M1) → low diet control (Y2) | b12 | 0.161 | 0.227 (0.067) | [0.095; 0.358] | 3.369 | 0.001 | |
Emo. abuse (X1) → appetite drive (Y1) | c1 | −0.027 | −0.217 (0.392) | [−0.966; 0.561] | −0.554 | 0.580 | |
Emo. neglect (X2) → appetite drive (Y1) | c2 | −0.012 | −0.128 (0.457) | [−1.037; 0.763] | −0.279 | 0.780 | |
Emo. abuse (X1) → low diet control (Y2) | c3 | −0.000 | −0.002 (0.333) | [−0.653; 0.667] | −0.005 | 0.996 | |
Emo. neglect (X2) → low diet control (Y2) | c4 | −0.019 | −0.159 (0.419) | [−0.986; 0.652] | −0.380 | 0.704 | |
Sex → (deficits in) reflective func. (M1) | −0.018 | −0.145 (0.350) | [−0.837; 0.533] | −0.413 | 0.680 | ||
BMI → (deficits in) reflective func. (M1) | −0.021 | −0.015 (0.026) | [−0.066; 0.037] | −0.572 | 0.567 | ||
Sex → FA symptoms (M2) | −0.028 | −0.142 (0.191) | [−0.518; 0.227] | −0.746 | 0.456 | ||
BMI → FA symptoms (M2) | 0.163 | 0.069 (0.020) | [0.029; 0.108] | 3.412 | 0.001 | ||
Sex → appetite drive (Y1) | −0.040 | −0.611 (0.539) | [−1.674; 0.449] | −1.133 | 0.257 | ||
BMI → appetite drive (Y1) | 0.225 | 0.287 (0.051) | [0.195; 0.392] | 5.659 | <0.001 | ||
Sex → low diet control (Y2) | 0.005 | 0.061 (0.499) | [−0.925; 0.997] | 0.122 | 0.903 | ||
BMI → low diet control (Y2) | 0.158 | 0.154 (0.043) | [0.067; 0.233] | 3.630 | <0.001 | ||
Effect of X1 on Y1 via M1 | a11*b11 | 0.056 | 0.452 (0.122) | [0.235; 0.708] | 3.695 | <0.001 | |
Effect of X1 on Y1 via M2 | a12*b21 | 0.197 | 1.600 (0.307) | [0.998; 2.186] | 5.207 | <0.001 | |
Indirect effect of X1 on Y1 via M1 and M2 | a11*d*b21 | 0.026 | 0.210 (0.062) | [0.102; 0.341] | 3.386 | 0.001 | |
Total indirect effect of X1 on Y1 | 0.278 | 2.261 (0.341) | [1.593; 2.923] | 6.636 | <0.001 | ||
Total effect of X1 on Y1 | 0.252 | 2.044 (0.444) | [1.158; 2.895] | 4.604 | <0.001 | ||
Effect of X1 on Y2 via M1 | a11*b12 | 0.046 | 0.285 (0.100) | [0.109; 0.493] | 2.859 | 0.004 | |
Effect of X1 on Y2 via M2 | a12*b22 | 0.088 | 0.551 (0.152) | [0.276; 0.863] | 3.626 | <0.001 | |
Indirect effect of X1 on Y2 via M1 and M2 | a11*d*b22 | 0.012 | 0.072 (0.027) | [0.029; 0.133] | 2.721 | 0.007 | |
Total indirect effect of X1 on Y2 | 0.146 | 0.908 (0.180) | [0.567; 1.289] | 5.047 | <0.001 | ||
Total effect of X1 on Y2 | 0.145 | 0.906 (0.300) | [0.312; 1.496] | 3.022 | 0.003 | ||
Effect of X2 on Y1 via M1 | a21*b11 | 0.021 | 0.237 (0.110) | [0.038; 0.470] | 2.153 | 0.031 | |
Effect of X2 on Y1 via M2 | a22*b21 | −0.000 | −0.002 (0.329) | [−0.605; 0.682] | −0.005 | 0.996 | |
Indirect effect of X2 on Y1 via M1 and M2 | a21*d*b21 | 0.010 | 0.110 (0.055) | [0.015; 0.232] | 1.981 | 0.048 | |
Total indirect effect of X2 on Y1 | 0.031 | 0.345 (0.372) | [−0.353; 1.104] | 0.928 | 0.353 | ||
Total effect of X2 on Y1 | 0.020 | 0.217 (0.549) | [−0.815; 1.310] | 0.396 | 0.692 | ||
Effect of X2 on Y2 via M1 | a21*b12 | 0.018 | 0.149 (0.077) | [0.019; 0.321] | 1.930 | 0.054 | |
Effect of X2 on Y2 via M2 | a22*b22 | −0.000 | −0.001 (0.115) | [−0.216; 0.240] | −0.005 | 0.996 | |
Indirect effect of X2 on Y2 via M1 and M2 | a21*d*b22 | 0.004 | 0.038 (0.021) | [0.005; 0.085] | 1.843 | 0.065 | |
Total indirect effect of X2 on Y2 | 0.022 | 0.186 (0.148) | [−0.095; 0.494] | 1.258 | 0.208 | ||
Total effect of X2 on Y2 | 0.003 | 0.027 (0.420) | [−0.801; 0.850] | 0.064 | 0.949 |
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Rossi, A.A.; Tagliagambe, A.; Scuderi, A.; Dalla Ragione, L.; Mannarini, S. The Path from Childhood Emotional Maltreatment to Disordered Eating Behaviors: The Role of Reflective Functioning and Food Addiction. Nutrients 2025, 17, 1863. https://doi.org/10.3390/nu17111863
Rossi AA, Tagliagambe A, Scuderi A, Dalla Ragione L, Mannarini S. The Path from Childhood Emotional Maltreatment to Disordered Eating Behaviors: The Role of Reflective Functioning and Food Addiction. Nutrients. 2025; 17(11):1863. https://doi.org/10.3390/nu17111863
Chicago/Turabian StyleRossi, Alessandro Alberto, Andrea Tagliagambe, Anna Scuderi, Laura Dalla Ragione, and Stefania Mannarini. 2025. "The Path from Childhood Emotional Maltreatment to Disordered Eating Behaviors: The Role of Reflective Functioning and Food Addiction" Nutrients 17, no. 11: 1863. https://doi.org/10.3390/nu17111863
APA StyleRossi, A. A., Tagliagambe, A., Scuderi, A., Dalla Ragione, L., & Mannarini, S. (2025). The Path from Childhood Emotional Maltreatment to Disordered Eating Behaviors: The Role of Reflective Functioning and Food Addiction. Nutrients, 17(11), 1863. https://doi.org/10.3390/nu17111863