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Skinner JA, Leary M, Whatnall M, Hay PJ, Paxton SJ, Collins CE, Burrows TL. 'Do no harm' - the impact of an intervention for addictive eating on disordered eating behaviours in Australian adults: secondary analysis of the TRACE randomised controlled trial. J Eat Disord 2025; 13:65. [PMID: 40211424 PMCID: PMC11987355 DOI: 10.1186/s40337-025-01241-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 03/14/2025] [Indexed: 04/13/2025] Open
Abstract
BACKGROUND Designing interventions to change addictive eating behaviours is a complex process and understanding the treatment effect on co-occurring disordered eating behaviours is of importance. This study aimed to explore treatment effects of the TRACE (Targeted Research for Addictive and Compulsive Eating) intervention for addictive eating on eating disorder psychopathology, binge eating, reward driven eating and grazing behaviours. METHODS This study involved secondary analysis of data from a randomised control trial among 175 participants (18-85 yrs) endorsing ≥ 3 Yale Food Addiction Scale (YFAS) symptoms who were randomly allocated to (1) active intervention, (2) passive intervention, or (3) control group. Change in YFAS, EDE-Q 6.0, Binge Eating Scale, RED-X5 and Short Inventory of Grazing scores were assessed at 3-months (immediate post-intervention) and 6-months (3-months post-intervention) follow-up. RESULTS Using Linear Mixed Models, from baseline to 3-months there was a significant reduction in eating disorder global scores in the active intervention [mean decrease - 0.6 (95% CI: -0.8, -0.4)], but not in the passive intervention [-0.2 (95% CI: -0.5, 0.1)] or control groups [-0.1 (95% CI: -0.3, 0.1)]. In the active and passive intervention groups there were significant reductions in reward driven eating [-3.8 (95% CI: -4.9, -2.7; -2.5 (95% CI: -3.9, -1.1), respectively], compulsive grazing (-1.8 (95% CI: -2.4, -1.3); -1.1 (95% CI: -1.7, -0.5), respectively] and non-compulsive grazing scores (-1.4 (95% CI: -1.9, -1.0); -1.1 (95% CI: -1.7, -0.4), respectively], but not in the control group. The reduction in binge eating scores over time was similar for all groups. The reduction in addictive eating symptoms from baseline to 3-months was positively associated with the reduction in eating disorder global scores, binge eating, reward driven eating and grazing behaviours (rs ranged from 0.23 to 0.69). CONCLUSION The dietitian-led TRACE intervention which adopted a weight-neutral, harm reduction approach for the management of addictive eating in adults demonstrated positive effects on some co-occurring disordered eating behaviours. Importantly the intervention did not cause any adverse changes in the eating disorder pathologies measured. TRIAL REGISTRATION Australia New Zealand Clinical Trial Registry ACTRN12621001079831.
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Affiliation(s)
- Janelle A Skinner
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Mark Leary
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Megan Whatnall
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Phillipa J Hay
- Translational Health Research Institute, Western Sydney University, Campbelltown, NSW, 2751, Australia
- Mental Health Services, Camden and Campbelltown Hospitals, SWSLHD, Campbelltown, NSW, 2751, Australia
| | - Susan J Paxton
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, 3086, Australia
| | - Clare E Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Tracy L Burrows
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia.
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia.
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Sukesh S, Vishnuvardhan G, Vidhyavathi M. Association of Food Addiction With Obesity in Young Adults Belonging to Urban and Rural Populations. Cureus 2024; 16:e74370. [PMID: 39723269 PMCID: PMC11668923 DOI: 10.7759/cureus.74370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/21/2024] [Indexed: 12/28/2024] Open
Abstract
Background Food addiction (FA), where an individual displays a loss of control over the consumption of calorie-dense foods (refined carbohydrates, fats), is proposed to be like substance-use disorders with the experience of cravings, reduced control over intake, increased impulsivity, and altered reward-sensitivity. FA may also be associated with obesity. This study aimed to determine the prevalence of FA in urban and rural areas, and the proportion of obesity in young adults with FA. Methods This cross-sectional study involved 480 participants (240 each from urban and rural populations). Sociodemographic information and anthropometric measurements were recorded. The Yale Food Addiction Scale (YFAS), designed to assess signs of addictive-like eating behaviour, was used to determine which individuals had FA. Results Young adults (208 males and 272 females) with an average age of 21.6 years were included. FA was found in 40 (16.7%) urban and 28 (11.7%) rural subjects. Among 68 subjects with FA, 48 (70.5%) were obese and 20 (29.4%) were non-obese. The most frequent FA symptom in the urban and rural subjects was a persistent desire to eat or a repeated failure to quit in 228 (95%) and 192 (80%) subjects, respectively, followed by the development of tolerance in 108 (45.0%) and 60 (25%) subjects, respectively. Conclusion Food addiction is common in young adults and is higher in urban than in rural populations. The association of FA with indicators of obesity is high. Studying the prevalence of FA in different population groups can also enable a better understanding of the concept and its pathophysiology.
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Affiliation(s)
- Setu Sukesh
- Psychiatry, Rajarajeswari Medical College & Hospital, Bengaluru, IND
| | - G Vishnuvardhan
- Psychiatry, Rajarajeswari Medical College & Hospital, Bengaluru, IND
| | - M Vidhyavathi
- Psychiatry, Rajarajeswari Medical College & Hospital, Bengaluru, IND
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Leary M, Skinner JA, Pursey KM, Verdejo-Garcia A, Collins R, Collins C, Hay P, Burrows TL. The effectiveness of the TRACE online nutrition intervention in improving dietary intake, sleep quality and physical activity levels for Australian adults with food addiction: a randomised controlled trial. J Hum Nutr Diet 2024; 37:978-994. [PMID: 38652589 DOI: 10.1111/jhn.13312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 04/05/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND Few interventions for food addiction (FA) report on dietary intake variables. The present study comprised a three-arm randomised controlled trial in adults with symptoms of FA. The aim was to evaluate dietary intake, sleep and physical activity resulting from a dietitian-led telehealth intervention at 3 months. METHODS Adults with ≥3 symptoms of FA and a body mass index > 18.5 kg/m2 were recruited. Dietary intake including energy, nutrients and diet quality were assessed by a validated food frequency questionnaire in addition to sleep quality and physical activity (total min) and compared between groups and over time. Personalised dietary goals set by participants were examined to determine whether improvements in percent energy from core and non-core foods were reported. RESULTS The active intervention group was superior compared to the passive intervention and control groups for improvements in percent energy from core (6.4%/day [95% confidence interval (CI) -0.0 to 12.9], p = 0.049), non-core foods (-6.4%/day [95% CI -12.9 to 0.0], p = 0.049), sweetened drinks (-1.7%/day [95% CI -2.9 to -0.4], p = 0.013), takeaway foods (-2.3%/day [95% CI -4.5 to -0.1], p = 0.045) and sodium (-478 mg/day [95% CI -765 to -191 mg], p = 0.001). CONCLUSIONS A dietitian-led telehealth intervention for Australian adults with FA found significant improvements in dietary intake variables. Setting personalised goals around nutrition and eating behaviours was beneficial for lifestyle change.
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Affiliation(s)
- Mark Leary
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Janelle A Skinner
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Kirrilly M Pursey
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Antonio Verdejo-Garcia
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
| | - Rebecca Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Clare Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Phillipa Hay
- Translational Health Research Institute, School of Medicine, Western Sydney University, Penrith, NSW, Australia
- Mental Health Services, South Western Sydney Local Health District, Camden and Campbelltown Hospitals, NSW, Australia
| | - Tracy L Burrows
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
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Collins R, Skinner J, Leary M, Burrows TL. Dietary and quality-of-life outcomes of the FoodFix intervention for addictive eating: a short report. J Hum Nutr Diet 2024; 37:815-822. [PMID: 38549279 DOI: 10.1111/jhn.13300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 02/26/2024] [Accepted: 03/04/2024] [Indexed: 05/22/2024]
Abstract
BACKGROUND Interest in addictive eating continues to grow from both a research and clinical perspective. To date, dietary assessment alongside food addiction status is limited, with management options for addictive eating behaviours variable, given the overlap with myriad conditions. The aim of this study was to report the dietary intake and quality-of-life outcomes from a personality-targeted motivational interviewing intervention delivered by dietitians using telehealth. METHODS The study was conducted in adults exceeding their healthy-weight range with symptoms of addictive eating, as defined by the Yale Food Addiction Scale. The 52 participants were randomised to either intervention or control, with 49 participants commencing the intervention. Individuals participated in the 3-month, three-session FoodFix interventions, with dietary outcomes assessed by the Australian Eating Survey and quality of life assessed using the SF-36 at baseline and 3 months. RESULTS There were small-to-moderate effect sizes, specifically in the intervention group for decreased added sugar intake, increased protein intake, increased meat quality and increased vegetable servings per day. Six out of eight quality-of-life domains had small-to-moderate effect sizes. CONCLUSIONS This intervention has highlighted the need for further research in larger sample sizes to assess dietary behaviour change by those who self-report addictive eating.
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Affiliation(s)
- Rebecca Collins
- School of Health Sciences, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Food and Nutrition Research Program, New Lambton Heights, New South Wales, Australia
| | - Janelle Skinner
- School of Health Sciences, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Food and Nutrition Research Program, New Lambton Heights, New South Wales, Australia
| | - Mark Leary
- School of Health Sciences, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Food and Nutrition Research Program, New Lambton Heights, New South Wales, Australia
| | - Tracy L Burrows
- School of Health Sciences, University of Newcastle, Newcastle, New South Wales, Australia
- Hunter Medical Research Institute, Food and Nutrition Research Program, New Lambton Heights, New South Wales, Australia
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Skinner JA, Leary M, Whatnall M, Collins RA, Pursey KM, Verdejo-Garcia A, Hay PJ, Baker AL, Hides L, Paxton SJ, Wood LG, Colyvas K, Collins CE, Burrows TL. A three-arm randomised controlled trial of a telehealth intervention targeting improvement in addictive eating for Australian adults (the TRACE program). Appetite 2024; 195:107211. [PMID: 38215944 DOI: 10.1016/j.appet.2024.107211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 01/03/2024] [Accepted: 01/09/2024] [Indexed: 01/14/2024]
Abstract
There is a substantial research base for addictive eating with development of interventions. The current 3-arm RCT aimed to investigate the efficacy of the TRACE (Targeted Research for Addictive and Compulsive Eating) program to decrease addictive eating symptoms and improve mental health. Participants (18-85 yrs) endorsing ≥3 addictive eating symptoms were randomly allocated to 1) active intervention, 2) passive intervention, or 3) control group. Primary outcome was change in addictive eating symptoms 3-months post-baseline measured by the Yale Food Addiction Scale. Depression, anxiety and stress were also assessed. A total of 175 individuals were randomised. Using Linear Mixed Models, from baseline to 3-months, there was significant improvement in symptom scores in all groups with mean decrease of 4.7 (95% CI: -5.8, -3.6; p < 0.001), 3.8 (95% CI: -5.2, -2.4; p < 0.001) and 1.5 (95% CI: -2.6, -0.4; p = 0.01) respectively. Compared with the control group, participants in the active intervention were five times more likely to achieve a clinically significant change in symptom scores. There was a significant reduction in depression scores in the active and passive intervention groups, but not control group [-2.9 (95% CI: -4.5, -1.3); -2.3 (95% CI: -4.3, -0.3); 0.5 (95% CI: -1.1, 2.1), respectively]; a significant reduction in stress scores within the active group, but not passive intervention or control groups [-1.3 (95% CI: -2.2, -0.5); -1.0 (95% CI: -2.1, 0.1); 0.4 (95% CI: -0.5, 1.2), respectively]; and the reduction in anxiety scores over time was similar for all groups. A dietitian-led telehealth intervention for addictive eating in adults was more effective than a passive or control condition in reducing addictive eating scores from baseline to 6 months. Trial registration: Australia New Zealand Clinical Trial Registry ACTRN12621001079831.
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Affiliation(s)
- Janelle A Skinner
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia; Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Mark Leary
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia; Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Megan Whatnall
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia; Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Rebecca A Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia; Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Kirrilly M Pursey
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia; Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Antonio Verdejo-Garcia
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, 3800, Australia
| | - Phillipa J Hay
- Translational Health Research Institute, Western Sydney University, Campbelltown, NSW, 2751, Australia; Mental Health Services, South Western Sydney Local Health District, Camden and Campbelltown Hospitals, NSW, 2560, Australia
| | - Amanda L Baker
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia; School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Leanne Hides
- School of Psychology, University of Queensland, St Lucia, QLD, 4072, Australia
| | - Susan J Paxton
- Department of Psychology and Counselling, Latrobe University, Melbourne, VIC, 3086, Australia
| | - Lisa G Wood
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia; School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Kim Colyvas
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Clare E Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia; Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia
| | - Tracy L Burrows
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, 2308, Australia; Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, 2305, Australia.
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Fan S, Guo W, Xiao D, Guan M, Liao T, Peng S, Feng A, Wang Z, Yin H, Li M, Chen J, Xiong W. Microbiota-gut-brain axis drives overeating disorders. Cell Metab 2023; 35:2011-2027.e7. [PMID: 37794596 DOI: 10.1016/j.cmet.2023.09.005] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 08/10/2023] [Accepted: 09/11/2023] [Indexed: 10/06/2023]
Abstract
Overeating disorders (ODs), usually stemming from dieting history and stress, remain a pervasive issue in contemporary society, with the pathological mechanisms largely unresolved. Here, we show that alterations in intestinal microbiota are responsible for the excessive intake of palatable foods in OD mice and patients with bulimia nervosa (BN). Stress combined with a history of dieting causes significant changes in the microbiota and the intestinal metabolism, which disinhibit the vagus nerve terminals in the gut and thereby lead to a subsequent hyperactivation of the gut-brain axis passing through the vagus, the solitary tract nucleus, and the paraventricular nucleus of the thalamus. The transplantation of a probiotic Faecalibacterium prausnitzii or dietary supplement of key metabolites restores the activity of the gut-to-brain pathway and thereby alleviates the OD symptoms. Thus, our study delineates how the microbiota-gut-brain axis mediates energy balance, unveils the underlying pathogenesis of the OD, and provides potential therapeutic strategies.
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Affiliation(s)
- Sijia Fan
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Hefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei 230001, China
| | - Weiwei Guo
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Hefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei 230001, China
| | - Dan Xiao
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Hefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei 230001, China
| | - Mengyuan Guan
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Hefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei 230001, China
| | - Tiepeng Liao
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Hefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei 230001, China; Anhui Province Key Laboratory of Biomedical Imaging and Intelligent Processing, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei 230088, China
| | - Sufang Peng
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Airong Feng
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Hefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei 230001, China
| | - Ziyi Wang
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Hefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei 230001, China
| | - Hao Yin
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Hefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei 230001, China
| | - Min Li
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei 230026, China.
| | - Jue Chen
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China.
| | - Wei Xiong
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Hefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei 230001, China; Anhui Province Key Laboratory of Biomedical Imaging and Intelligent Processing, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei 230088, China; Anhui Province Key Laboratory of Biomedical Aging Research, Hefei 230026, China.
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Skinner JA, Whatnall M, Leary M, Collins RA, Pursey KM, Verdejo-García A, Hay PJ, Baker AL, Hides L, Paxton SJ, Wood LG, Colyvas K, Collins CE, Burrows TL. Examining the efficacy of a telehealth intervention targeting addictive eating in Australian adults (the TRACE Programme): a randomised controlled trial protocol. BMJ Open 2023; 13:e064151. [PMID: 37280025 PMCID: PMC10255192 DOI: 10.1136/bmjopen-2022-064151] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 05/16/2023] [Indexed: 06/08/2023] Open
Abstract
INTRODUCTION Approximately 15%-20% of the adult population self-report symptoms of addictive eating. There are currently limited options for management. Motivational interviewing-based interventions, containing personalised coping skills training, have been found to be effective for behaviour change in addictive disorders (eg, alcohol). This project builds upon foundations of an addictive eating feasibility study previously conducted and co-design process involving consumers. The primary aim of this study is to examine the efficacy of a telehealth intervention targeting addictive eating symptoms in Australian adults compared with passive intervention and control groups. METHODS AND ANALYSIS This three-arm randomised controlled trial will recruit participants 18-85 years, endorsing ≥3 symptoms on the Yale Food Addiction Scale (YFAS) 2.0, with body mass index >18.5 kg/m2. Addictive eating symptoms are assessed at baseline (pre-intervention), 3 months (post-intervention) and 6 months. Other outcomes include dietary intake and quality, depression, anxiety, stress, quality of life, physical activity and sleep hygiene. Using a multicomponent clinician-led approach, the active intervention consists of five telehealth sessions (15-45 min each) delivered by a dietitian over 3 months. The intervention uses personalised feedback, skill-building exercises, reflective activities and goal setting. Participants are provided with a workbook and website access. The passive intervention group receives the intervention via a self-guided approach with access to the workbook and website (no telehealth). The control group receives personalised written dietary feedback at baseline and participants advised to follow their usual dietary pattern for 6 months. The control group will be offered the passive intervention after 6 months. The primary endpoint is YFAS symptom scores at 3 months. A cost-consequence analysis will determine intervention costs alongside mean change outcomes. ETHICS AND DISSEMINATION Human Research Ethics Committee of University of Newcastle, Australia provided approval (H-2021-0100). Findings will be disseminated via publication in peer-reviewed journals, conference presentations, community presentations and student theses. TRIAL REGISTRATION NUMBER Australia New Zealand Clinical Trials Registry (ACTRN12621001079831).
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Affiliation(s)
- Janelle A Skinner
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Megan Whatnall
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Mark Leary
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Rebecca A Collins
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Kirrilly M Pursey
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Antonio Verdejo-García
- School of Psychological Sciences and the Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
| | - Phillipa J Hay
- Translational Health Research Institute and School of Medicine, Western Sydney University, Penrith South, New South Wales, Australia
| | - Amanda L Baker
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, Australia
| | - Leanne Hides
- School of Psychology, University of Queensland, Brisbane, Queensland, Australia
| | - Susan J Paxton
- School of Psychology and Public Health, La Trobe University, Melbourne, Victoria, Australia
| | - Lisa G Wood
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, New South Wales, Australia
- Viruses, Infections / Immunity, Vaccines and Asthma Research Program, Hunter Medical Research Institute, New Lambton, New South Wales, Australia
| | - Kim Colyvas
- School of Mathematical and Physical Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
| | - Clare E Collins
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Tracy L Burrows
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
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Legendre M, Bégin C. Group therapy to reduce maladaptive eating behaviors in people with overweight or obesity: Does food addiction impact the treatment response? Eat Behav 2023; 49:101720. [PMID: 36931049 DOI: 10.1016/j.eatbeh.2023.101720] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 02/25/2023] [Accepted: 03/09/2023] [Indexed: 03/19/2023]
Abstract
BACKGROUND Given that the presence of food addiction worsens the clinical portrait in people with overweight or obesity, it could also impact the treatment response. The objective was to explore the moderating effect of baseline food addiction (FA) on the treatment response. The associations between changes in FA symptoms and other maladaptive eating behaviors were also examined. METHODS Sixty adults with overweight or obesity were recruited and took part in a 12-session group therapy for compulsive eating. They completed questionnaires on FA and three treatment outcomes (binge eating, grazing, and depressive symptoms). Participants were split into two groups according to their number of baseline FA symptoms (no/mild FA vs. moderate/severe FA) and were compared on all outcomes at four measurement points (baseline, mid-treatment, post-treatment, and 6-month follow-up). Correlations between changes in FA symptoms and all three outcomes from pre- to post-treatment were performed. RESULTS Group and treatment effects were significant for binge eating and grazing but not for depressive symptoms. Interaction effects were not significant for the three outcomes. The reduction in FA symptoms from pre- to post-treatment was positively associated with the reduction in binge eating (r = 0.49) and grazing (r = 0.55). CONCLUSIONS People with moderate/severe FA maintained higher maladaptive eating behaviors than people with no/mild FA from the beginning to the end of the treatment. Progression through treatment followed the same pattern for both groups, suggesting that baseline FA did not have a moderating effect. People with moderate/severe FA would likely benefit from a longer treatment.
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Affiliation(s)
- Maxime Legendre
- School of Psychology, Pavillon Félix-Antoine-Savard, 2325, rue des Bibliothèques, Laval University, Quebec G1V 0A6, QC, Canada.
| | - Catherine Bégin
- School of Psychology, Pavillon Félix-Antoine-Savard, 2325, rue des Bibliothèques, Laval University, Quebec G1V 0A6, QC, Canada.
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Gonçalves S, Félix S, Martins F, Lapenta O, Machado BC, Conceição EM. Food Addiction Problems in College Students: The Relationship between Weight-Related Variables, Eating Habits, and Food Choices. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14588. [PMID: 36361467 PMCID: PMC9658711 DOI: 10.3390/ijerph192114588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/31/2022] [Accepted: 11/04/2022] [Indexed: 06/16/2023]
Abstract
The concept of food addiction, characterized by a strong urge to overeat highly palatable foods, has gained increased research attention over the last decade. College students are a recognized risk group for manifesting an eating pathology and weight gain due to the changes in eating habits experienced during this period. However, there is a gap in the literature connecting food addiction with eating and weight variables in this population. Thus, the present study aims to characterize food addiction in a sample of college students and enlighten the relationship between food addiction, weight-variables, eating habits, and food choices in this population. A sample of 194 college students (89.2% females) aged between 18 and 32 years old (M = 20.85, SD = 2.78) completed a set of self-reported online questionnaires on Google Forms. Namely, a Sociodemographic and Anthropometric Questionnaire, a questionnaire on Food Choices Characterization, the Eating Habits Scale, and the Portuguese Yale Food Addiction Scale 2.0. Thirty (22.2%) participants presented food addiction problems. The logistic regression models utilized suggest that participants in the group with food addiction problems are more likely to seek clinical help to control weight, to consider that they should eat less food high in sugar, and to report lower food adequacy. In sum, this finding highlighted a connection between food addiction, weight dissatisfaction, eating habits, and food choices in college students, a population at risk for developing and retaining eating pathologies. Further research is essential to evaluate and implement interventions regarding food addiction, weight dissatisfaction, eating habits, and food choices in college students.
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Affiliation(s)
- Sónia Gonçalves
- Psychology Research Center (CIPsi), School of Psychology, University of Minho, 4710-057 Braga, Portugal
| | - Sílvia Félix
- Psychology Research Center (CIPsi), School of Psychology, University of Minho, 4710-057 Braga, Portugal
| | - Filipa Martins
- Psychology Research Center (CIPsi), School of Psychology, University of Minho, 4710-057 Braga, Portugal
| | - Olívia Lapenta
- Psychology Research Center (CIPsi), School of Psychology, University of Minho, 4710-057 Braga, Portugal
| | - Bárbara C. Machado
- Research Centre for Human Development (CEDH), Faculty of Education and Psychology, Universidade Católica Portuguesa, 4150-268 Porto, Portugal
| | - Eva M. Conceição
- Psychology Research Center (CIPsi), School of Psychology, University of Minho, 4710-057 Braga, Portugal
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10
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Food Addiction: a Deep Dive into ‘Loss of Control’ and ‘Craving’. CURRENT ADDICTION REPORTS 2022. [DOI: 10.1007/s40429-022-00431-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
Abstract
Purpose of Review
The majority of existing research discusses food addiction (FA) classification, which provides information for different groups and which groups may or may not be affected to differing degrees. Fewer studies report FA symptom scores, and fewer still report on individual symptoms. This paper discusses the symptoms of craving and loss of control as they are common FA symptoms that demonstrate similarities with both substance use disorders and some eating disorder pathology.
Recent Findings
Loss of control presents parallels with disordered eating, particularly binge eating disorder. Craving refers to the powerful or strong desire for something and, in contrast to lack of control, presents most overlap with substance use disorders.
Summary
While not the most common symptoms reported in published research, loss of control and craving attract attention because of parallels with substance use and eating disorder pathology, and research has increasingly focused on these symptoms in recent years.
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11
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Leary M, Pursey K, Verdejo-García A, Skinner J, Whatnall MC, Hay P, Collins C, Baker AL, Burrows T. Designing an online intervention for adults with addictive eating: a qualitative integrated knowledge translation approach. BMJ Open 2022; 12:e060196. [PMID: 35672064 PMCID: PMC9174813 DOI: 10.1136/bmjopen-2021-060196] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Codesign is a meaningful end-user engagement in research design. The integrated knowledge translation (IKT) framework involves adopting a collaborative research approach to produce and apply knowledge to address real-world needs, resulting in useful and useable recommendations that will more likely be applied in policy and practice. In the field of food addiction (FA), there are limited treatment options that have been reported to show improvements in FA symptoms. OBJECTIVES The primary aim of this paper is to describe the step-by-step codesign and refinement of a complex intervention delivered via telehealth for adults with FA using an IKT approach. The secondary aim is to describe our intervention in detail according to the TIDieR checklist. DESIGN This study applies the IKT process and describes the codesign and refinement of an intervention through a series of online meetings, workshops and interviews. PARTICIPANTS This study included researchers, clinicians, consumers and health professionals. PRIMARY OUTCOME MEASURE The primary outcome was a refined intervention for use in adults with symptoms of FA for a research trial. RESULTS A total of six female health professionals and five consumers (n=4 female) with lived overeating experience participated in two interviews lasting 60 min each. This process resulted in the identification of eight barriers and three facilitators to providing and receiving treatment for FA, eight components needed or missing from current treatments, telehealth as a feasible delivery platform, and refinement of key elements to ensure the intervention met the needs of both health professionals and possible patients. CONCLUSION Using an IKT approach allowed for a range of viewpoints and enabled multiple professions and disciplines to engage in a semiformalised way to bring expertise to formulate a possible intervention for FA. Mapping the intervention plan to the TIDieR checklist for complex interventions, allowed for detailed description of the intervention and the identification of a number of areas that needed to be refined before development of the finalised intervention protocol.
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Affiliation(s)
- Mark Leary
- College of Health Medicine and Wellbeing, The University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Kirrilly Pursey
- College of Health Medicine and Wellbeing, The University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | | | - Janelle Skinner
- College of Health Medicine and Wellbeing, The University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Megan C Whatnall
- College of Health Medicine and Wellbeing, The University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Phillipa Hay
- Western Sydney University, Penrith South, New South Wales, Australia
| | - Clare Collins
- College of Health Medicine and Wellbeing, The University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Amanda L Baker
- College of Health Medicine and Wellbeing, The University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Tracy Burrows
- College of Health Medicine and Wellbeing, The University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia
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12
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Clinical Considerations of Ultra-processed Food Addiction Across Weight Classes: an Eating Disorder Treatment and Care Perspective. CURRENT ADDICTION REPORTS 2022; 9:255-267. [PMID: 35531579 PMCID: PMC9058754 DOI: 10.1007/s40429-022-00411-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/18/2022] [Indexed: 12/27/2022]
Abstract
Purpose of Review To examine the prevalence rates of ultra-processed food addiction across different weight classes and offer guidelines for diagnosis and treatment. Clinicians are provided with practical considerations in the assessment of ultra-processed food addiction beyond the use of validated instruments. Recent Findings The weighted mean prevalence of ultra-processed food addiction is approximately 20% worldwide and varies widely based on the sample. At first glance, there appears a linear relationship between ultra-processed food addiction and BMI class. Further investigation indicates a J-shaped curve with heightened prevalence among the underweight. These findings highlight the need to assess for additional factors that may increase objective or subjective food addiction symptoms including eating disorders, dietary restraint, and other mental health diagnoses. Summary While clinical considerations across different weight classes vary, overemphasis on weight status may detract from the clinical utility of the ultra-processed food addiction construct. Considering weight status in conjunction with other psychiatric symptoms helps to better understand the various biopsychosocial mechanisms that influence eating behavior and can inform individualized treatment strategies.
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13
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Characteristics of individuals seeking addictive eating treatment. Eat Weight Disord 2021; 26:2779-2786. [PMID: 33646515 DOI: 10.1007/s40519-021-01147-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 02/03/2021] [Indexed: 10/22/2022] Open
Abstract
PURPOSE There is increasing interest in food addiction and its potential treatment. However, little is known about the characteristics of people seeking addictive eating treatment, which is important to develop appropriate treatment and referral pathways. The aim was to describe the characteristics of individuals seeking addictive eating treatment and examine differences between eligible participants who did and did not engage in treatment. METHODS Participants interested in an addictive eating treatment were recruited to an online screening survey. The 55-item survey included demographic questions, body satisfaction; weight-loss attempts; the modified Yale Food Addiction Survey (mYFAS); the Binge Eating Scale and mental health outcomes (DASS-21). RESULTS Individuals seeking addictive eating treatment (n = 309) were predominantly female (61%), from the obese BMI category (67%) and had accessed a range of services for weight loss (97%). Using multiple logistic regression, participants with higher mYFAS scores were more likely to engage in treatment (AOR 1.68; 95% CI 1.12-2.52), while participants with higher DASS total scores were less likely to engage in treatment (AOR 0.97; 95% CI 0.95-0.99). CONCLUSION This study indicates considerable interest from consumers in seeking addictive eating treatment. Individuals who did not engage in treatment displayed higher mental health comorbidity, suggesting that higher mental health symptomatology may be a barrier to treatment. Future qualitative research is needed to provide an in-depth understanding of the reasons for seeking and engaging in addictive eating treatment, as well as to identify the optimal treatments and referral pathways. LEVEL OF EVIDENCE Level IV.
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14
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Aguirre T, Meier N, Koehler A, Bowman R. Highly processed food addiction: A concept analysis. Nurs Forum 2021; 57:152-164. [PMID: 34657289 DOI: 10.1111/nuf.12662] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 09/17/2021] [Accepted: 10/04/2021] [Indexed: 12/19/2022]
Abstract
AIM This concept analysis aims to clarify the highly processed food addiction (HPFA) concept and discuss its implications for treating obesity. BACKGROUND Emerging empirical evidence suggests addictive-like eating may contribute to obesity in some individuals, increasing interest in HPFA's role in obesity. Clarifying the HPFA concept will aid in developing individualized interventions for patients with obesity and HPFA. DESIGN This concept analysis followed Walker and Avant's approach. The case studies are of participants in a study that included individuals with and without HPFA (Yale Food Addiction Scale 2.0-diagnosed). DATA SOURCE We searched PubMed, CINAHL, PsychInfo, and Ebscohost databases. Keywords were "food addiction" and "food addiction concept." REVIEW METHODS Criteria included recent reviews and empirical studies that measured HPFA and focused on HPFA characteristics and/or treatment implications. RESULTS The model case displayed all 11-substance use disorder (SUD) symptoms and clinical significance, supporting a severe HPFA diagnosis. The contrary case was negative for all YFAS 2.0 symptoms and clinical significance and did not eat compulsively or experience cravings. The borderline case met the minimum symptom criteria for severe HPFA but not clinical significance. Clinical interviews may help determine whether such individuals truly exhibit addictive-like eating behaviors. CONCLUSIONS Growing empirical evidence and our case studies support the HPFA concept and the utility of the YFAS/YFAS 2.0 for identifying a distinct subset of individuals with overweight/obesity who may benefit from interventions developed to treat established SUDs. Future research should examine HPFA separately and in relation to obesity and eating disorders and include longitudinal studies and gender-balanced samples.
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Affiliation(s)
- Trina Aguirre
- College of Nursing-West Nebraska Division, University of Nebraska Medical Center, Scottsbluff, Nebraska, USA
| | - Nancy Meier
- College of Nursing-West Nebraska Division, University of Nebraska Medical Center, Scottsbluff, Nebraska, USA
| | - Ann Koehler
- College of Nursing-West Nebraska Division, University of Nebraska Medical Center, Scottsbluff, Nebraska, USA
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15
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Leary M, Pursey KM, Verdejo-Garcia A, Burrows TL. Current Intervention Treatments for Food Addiction: A Systematic Review. Behav Sci (Basel) 2021; 11:80. [PMID: 34071059 PMCID: PMC8224570 DOI: 10.3390/bs11060080] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/11/2021] [Accepted: 05/12/2021] [Indexed: 12/28/2022] Open
Abstract
Research on the concept of food addiction (FA) has steadily grown and, based on a widely used self-report, FA is estimated to affect between 16-20% of the adult population. However, there are few interventions available for people with self-reported FA, and their efficacy is unclear. The primary aim of the review was to examine the efficacy of different interventions, including behavioural/lifestyle, medication and surgical approaches, for reducing symptoms and/or changing diagnosis of FA among adolescents and adults. A secondary aim was to examine the influence of sex as a moderator of intervention effects. A systematic search was performed from 2008-2020 to identify studies that used the YFAS to assess the effectiveness of interventions on FA. Nine studies were identified (n = 7 adults, n = 2 adolescents) including a total of 812 participants (range 22-256) with an average of 69% females per study. The types of interventions included medications (n = 3), lifestyle modification (n = 3), surgical (n = 2) and behavioural (n = 1), with FA being assessed as a secondary outcome in all studies. Five studies in adults reported a significant reduction in FA symptoms or diagnosis from pre to post-intervention, two when compared to a control group and three in the intervention group only. Efficacious interventions included: medication (combination of naltrexone and bupropion, as well as pexacerfont), bariatric surgery and lifestyle modification. No significant changes in FA were reported in adolescent studies. Given few studies were identified by the review, there is insufficient evidence to provide clear recommendations for practice; however, some interventions show potential for reducing self-reported FA outcomes in adults. Future research should explore the longer-term efficacy of interventions and the effectiveness of treatments with sufficient sample sizes.
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Affiliation(s)
- Mark Leary
- School of Health Sciences, College of Medicine, Health and Wellbeing, University of Newcastle, Callaghan, NSW 2308, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Kirrilly M Pursey
- School of Health Sciences, College of Medicine, Health and Wellbeing, University of Newcastle, Callaghan, NSW 2308, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Antonio Verdejo-Garcia
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC 3800, Australia
| | - Tracy L Burrows
- School of Health Sciences, College of Medicine, Health and Wellbeing, University of Newcastle, Callaghan, NSW 2308, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW 2308, Australia
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Examining Self-Weighing Behaviors and Associated Features and Treatment Outcomes in Patients with Binge-Eating Disorder and Obesity with and without Food Addiction. Nutrients 2020; 13:nu13010029. [PMID: 33374870 PMCID: PMC7823454 DOI: 10.3390/nu13010029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 12/14/2020] [Accepted: 12/15/2020] [Indexed: 12/18/2022] Open
Abstract
Food addiction (FA) has been linked to clinical features in binge-eating disorder (BED) and obesity. A feature of behavioral weight loss (BWL) treatment involves frequent weighing. However, little is known regarding how frequency of self-weighing and related perceptions are associated with BWL outcomes among individuals with BED and obesity stratified by FA status. Participants (n = 186) were assessed with the Eating Disorder Examination before and after BWL treatment. Mixed effects models examined FA (presence/absence) before and after (post-treatment and 6- and 12-month follow-up) treatment and associations with frequency of weighing and related perceptions (reactions to weighing, sensitivity to weight gain and shape/weight acceptance). Participants with FA reported more negative reactions to weighing and less acceptance of shape/weight throughout treatment and follow-ups, and both variables were associated with greater disordered eating at follow-ups among participants with FA. Sensitivity to weight gain decreased over time independent of FA status. Frequency of weighing was associated with a greater likelihood of achieving 5% weight loss only among those without FA. Reactions to weighing and sensitivity to weight gain are associated with FA and poorer treatment outcomes in individuals with BED and obesity. Targeting these features may improve BWL outcomes among individuals with BED, obesity and FA.
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17
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Food Addiction and Tobacco Use Disorder: Common Liability and Shared Mechanisms. Nutrients 2020; 12:nu12123834. [PMID: 33334010 PMCID: PMC7765398 DOI: 10.3390/nu12123834] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 12/04/2020] [Accepted: 12/10/2020] [Indexed: 02/07/2023] Open
Abstract
As food addiction is being more commonly recognized within the scientific community, parallels can be drawn between it and other addictive substance use disorders, including tobacco use disorder. Given that both unhealthy diets and smoking are leading risk factors for disability and death, a greater understanding of how food addiction and tobacco use disorder overlap with one another is necessary. This narrative review aimed to highlight literature that investigated prevalence, biology, psychology, and treatment options of food addiction and tobacco use disorder. Published studies up to August 2020 and written in English were included. Using a biopsychosocial lens, each disorder was assessed together and separately, as there is emerging evidence that the two disorders can develop concurrently or sequentially within individuals. Commonalities include but are not limited to the dopaminergic neurocircuitry, gut microbiota, childhood adversity, and attachment insecurity. In addition, the authors conducted a feasibility study with the purpose of examining the association between food addiction symptoms and tobacco use disorder among individuals seeking tobacco use disorder treatment. To inform future treatment approaches, more research is necessary to identify and understand the overlap between the two disorders.
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18
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Process Evaluation of a Personality Targeted Intervention for Addictive Eating in Australian Adults. Behav Sci (Basel) 2020; 10:bs10120186. [PMID: 33287346 PMCID: PMC7761794 DOI: 10.3390/bs10120186] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 11/16/2020] [Accepted: 11/30/2020] [Indexed: 12/11/2022] Open
Abstract
Addictive eating prevalence is estimated at 15-20% in studied populations, and is associated with concurrent mental health conditions and eating disorders as well as overweight and obesity. However, few evidence-based interventions targeting addictive eating are available. The further development of evidence-based interventions requires assessment of intervention feasibility and efficacy. This study aimed to determine the feasibility, including intervention delivery and program acceptability, of FoodFix; a personality targeted intervention for the treatment of addictive eating behaviours in Australian adults. Participants (n = 52) were randomised to intervention (n = 26) or wait-list control groups (n = 26) and received three personalised telehealth sessions with an Accredited Practising Dietitian over seven weeks. Intervention delivery was assessed by tracking adherence to scheduled timing of intervention sessions. Program acceptability of participants was assessed via an online process evaluation survey and program acceptability of intervention providers was assessed via semi-structured phone interviews. In total, 79% of participants adhered to scheduled timing for session two and 43% for session three, defined as within one week (before/after) of the scheduled date. Further, 21% of participants completed the process evaluation survey (n = 11). The majority of participants were extremely/very satisfied with FoodFix (n = 7, 63%). Intervention providers (n = 2) expressed that they felt adequately trained to deliver the intervention, and that the overall session format, timing, and content of FoodFix was appropriate for participants. These findings highlight the importance of assessing intervention feasibility to further understand intervention efficacy.
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19
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Longitudinal Changes in Food Addiction Symptoms and Body Weight among Adults in a Behavioral Weight-Loss Program. Nutrients 2020; 12:nu12123687. [PMID: 33260468 PMCID: PMC7760227 DOI: 10.3390/nu12123687] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 11/25/2020] [Accepted: 11/27/2020] [Indexed: 12/13/2022] Open
Abstract
Interest in food addiction (FA) has increased, but little is known about its clinical implications or potential treatments. Using secondary analyses from a randomized controlled trial, we evaluated the associations between changes in FA, body weight, and “problem food” consumption during a 22-month behavioral weight-loss program consisting of an initial four-month in-person intervention, 12-month extended-care, and six-month follow-up (n = 182). Food addiction was measured using the Yale Food Addiction Scale. “Problem foods” were identified from the literature and self-reporting. Multilevel modeling was used as the primary method of analysis. We hypothesized that reductions in problem food consumption during the initial treatment phase would be associated with long-term (22-month) FA reductions. As expected, we found that reductions in problem foods were associated with greater initial reductions in FA symptoms; however, they were also associated with a sharper rebound in symptoms over time (p = 0.016), resulting in no significant difference at Month 22 (p = 0.856). Next, we hypothesized that long-term changes in FA would be associated with long-term changes in body weight. Although both FA and weight decreased over time (ps < 0.05), month-to-month changes in FA were not associated with month-to-month changes in weight (p = 0.706). Instead, higher overall FA (i.e., mean scores over the course of the study) were associated with less weight loss (p = 0.008) over time. Finally, we hypothesized that initial reductions in problem food consumption would be associated with long-term reductions in weight, but this relationship was not significant (ps > 0.05). Given the complexity of the findings, more research is needed to identify interventions for long-term changes in FA and to elucidate the associations between problem foods, FA, and weight.
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20
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No control and overwhelming cravings: Australian adults' perspectives on the experience of food addiction. Appetite 2020; 159:105054. [PMID: 33248192 DOI: 10.1016/j.appet.2020.105054] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 10/25/2020] [Accepted: 11/10/2020] [Indexed: 11/21/2022]
Abstract
Research in the area of food addiction is continuing to increase with recent reviews suggesting that food addiction is a distinctive condition that has many symptoms similar to substance use disorders. The current study explored the perspectives and experiences of Australian adults seeking treatment for addictive eating. Quantitative data for this study was collected via self-report questionnaires completed online, including demographics, the Yale Food Addiction Scale 2.0, and the Depression, Anxiety, and Stress Scale-21. Qualitative data was collected via semi-structured interviews using open-ended questions about the individual experience of food addiction and perspectives regarding intervention and recovery. Interview data was available for 34 participants, with the majority (n = 33) being females who were overweight, (mean ± SD age = 42.9 ± 13.2 years, BMI=36.5 ± 6.8 kg/m2). Stress (19.9 ± 11.4 out of 21) and depression (16.8 ± 10.2 out of 21) were the most prominent negative emotional states. Thematic analysis identified two themes of compulsion and control. Compulsion distinguished the participants' experiences related to addictive eating behaviours, in particular the notion of craving. Control encompassed their perception of both the processes and outcomes of overcoming their addictive eating. The two themes identified were not mutually exclusive, and relationships between them and their influence on each other were observable. This study provides a unique contribution to understanding adults' experience of food addiction by highlighting the strong desire to be in control of eating behaviours, and the inability of participants to overcome their compulsions to eat specific food despite minimal anticipation of positive effect.
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21
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Wiss DA, Avena N, Gold M. Food Addiction and Psychosocial Adversity: Biological Embedding, Contextual Factors, and Public Health Implications. Nutrients 2020; 12:E3521. [PMID: 33207612 PMCID: PMC7698089 DOI: 10.3390/nu12113521] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 11/12/2020] [Accepted: 11/13/2020] [Indexed: 12/13/2022] Open
Abstract
The role of stress, trauma, and adversity particularly early in life has been identified as a contributing factor in both drug and food addictions. While links between traumatic stress and substance use disorders are well documented, the pathways to food addiction and obesity are less established. This review focuses on psychosocial and neurobiological factors that may increase risk for addiction-like behaviors and ultimately increase BMI over the lifespan. Early childhood and adolescent adversity can induce long-lasting alterations in the glucocorticoid and dopamine systems that lead to increased addiction vulnerability later in life. Allostatic load, the hypothalamic-pituitary-adrenal axis, and emerging data on epigenetics in the context of biological embedding are highlighted. A conceptual model for food addiction is proposed, which integrates data on the biological embedding of adversity as well as upstream psychological, social, and environmental factors. Dietary restraint as a feature of disordered eating is discussed as an important contextual factor related to food addiction. Discussion of various public health and policy considerations are based on the concept that improved knowledge of biopsychosocial mechanisms contributing to food addiction may decrease stigma associated with obesity and disordered eating behavior.
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Affiliation(s)
- David A. Wiss
- Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA 90095, USA;
| | - Nicole Avena
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA;
- Department of Psychology, Princeton University, Princeton, NJ 08540, USA
| | - Mark Gold
- School of Medicine, Washington University in St. Louis, St. Louis, MO 63130, USA
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The Clinical Utility of Food Addiction: Characteristics and Psychosocial Impairments in a Treatment-Seeking Sample. Nutrients 2020; 12:nu12113388. [PMID: 33158105 PMCID: PMC7694167 DOI: 10.3390/nu12113388] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 10/29/2020] [Accepted: 11/02/2020] [Indexed: 01/06/2023] Open
Abstract
Little is known about the characteristics of individuals seeking treatment for food addiction (FA), and the clinical utility of FA has yet to be established. To address these gaps, we examined (i) the demographic, eating pathology, and psychiatric conditions associated with FA and (ii) whether FA is associated with psychosocial impairments when accounting for eating-related and other psychopathology. Forty-six patients seeking treatment for FA completed self-report questionnaires and semi-structured clinical interviews. The majority of the sample were women and self-identified as White, with a mean age of 43 years. Most participants (83.3%) presented with a comorbid psychiatric condition, most commonly anxiety and mood disorders, with a mean of 2.31 comorbid conditions. FA was associated with binge eating severity and anxiety symptoms, as well as psychological, physical, and social impairment. In regression analyses controlling for binge eating severity, food cravings, depression, and anxiety, FA remained a significant predictor only of social impairment. Taken together, the results suggest that individuals seeking treatment for FA are likely to present with significant comorbid conditions, in particular anxiety disorders. The results of the present research provide evidence for the clinical utility of FA, particularly in explaining social impairment.
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Burrows T, Collins R, Rollo M, Leary M, Hides L, Davis C. The feasibility of a personality targeted intervention for addictive overeating: FoodFix. Appetite 2020; 156:104974. [PMID: 32991946 DOI: 10.1016/j.appet.2020.104974] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 09/04/2020] [Accepted: 09/14/2020] [Indexed: 12/15/2022]
Abstract
Recent reviews have identified potential treatment targets for addictive overeating. These include: motivational interviewing, development of specific coping strategies for emotional regulation and the use of harm minimisation strategies based on interventions for substance use disorders. However, there is very little experiential evidence. The aim of this study was to determine the feasibility of a personality-targeted motivational interviewing intervention in adults above the healthy-weight range with symptoms of addictive eating, to reduce symptoms of addictive overeating and improve dietary profiles. Individuals with overweight and obesity (BMI >25 kg/m2) with addictive eating as defined by the modified Yale Food Addiction Scale (mYFAS) were recruited to a three-session intervention held over 3 months. Sessions were conducted by telehealth and facilitated by dietitians. Fifty-two individuals were randomised to either intervention or control (mean age 43.6 ± 12.2yrs, mean BMI 36.7 ± 6.8 kg/m2, 96% female). At three month follow up, there were significant reductions from baseline (BL) for both groups in total YFAS 2.0 symptoms, however, these changes were not significantly different between groups (intervention BL 8.0 ± 2.7; 3-months 6.5 ± 3.8, control BL 8.1 ± 2.5; 3-months 6.9 ± 3.9, p > 0.05). At 3 months the intervention group significantly reduced their energy from non-core foods compared with control (intervention BL 48% energy/day; 3-months 38%, control BL 41% energy/day; 3-months 38%, p < 0.01). The FoodFix intervention provides insight to the development of future management interventions for addictive eating.
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Affiliation(s)
- Tracy Burrows
- School of Health Sciences, Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, 2308, NSW, Australia.
| | - Rebecca Collins
- School of Health Sciences, Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, 2308, NSW, Australia.
| | - Megan Rollo
- School of Health Sciences, Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, 2308, NSW, Australia.
| | - Mark Leary
- School of Health Sciences, Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, 2308, NSW, Australia.
| | - Leanne Hides
- School of Psychology, University of Queensland, Brisbane, NSW, Australia.
| | - Caroline Davis
- School of Kinesiology and Health Sciences, York University, Toronto, Canada.
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Wiss D, Brewerton T. Separating the Signal from the Noise: How Psychiatric Diagnoses Can Help Discern Food Addiction from Dietary Restraint. Nutrients 2020; 12:E2937. [PMID: 32992768 PMCID: PMC7600542 DOI: 10.3390/nu12102937] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Revised: 09/22/2020] [Accepted: 09/23/2020] [Indexed: 02/07/2023] Open
Abstract
Converging evidence from both animal and human studies have implicated hedonic eating as a driver of both binge eating and obesity. The construct of food addiction has been used to capture pathological eating across clinical and non-clinical populations. There is an ongoing debate regarding the value of a food addiction "diagnosis" among those with eating disorders such as anorexia nervosa binge/purge-type, bulimia nervosa, and binge eating disorder. Much of the food addiction research in eating disorder populations has failed to account for dietary restraint, which can increase addiction-like eating behaviors and may even lead to false positives. Some have argued that the concept of food addiction does more harm than good by encouraging restrictive approaches to eating. Others have shown that a better understanding of the food addiction model can reduce stigma associated with obesity. What is lacking in the literature is a description of a more comprehensive approach to the assessment of food addiction. This should include consideration of dietary restraint, and the presence of symptoms of other psychiatric disorders (substance use, posttraumatic stress, depressive, anxiety, attention deficit hyperactivity) to guide treatments including nutrition interventions. The purpose of this review is to help clinicians identify the symptoms of food addiction (true positives, or "the signal") from the more classic eating pathology (true negatives, or "restraint") that can potentially elevate food addiction scores (false positives, or "the noise"). Three clinical vignettes are presented, designed to aid with the assessment process, case conceptualization, and treatment strategies. The review summarizes logical steps that clinicians can take to contextualize elevated food addiction scores, even when the use of validated research instruments is not practical.
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Affiliation(s)
- David Wiss
- Department of Community Health Sciences, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA 90025, USA
| | - Timothy Brewerton
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA;
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Cassin S, Leung S, Hawa R, Wnuk S, Jackson T, Sockalingam S. Food Addiction Is Associated with Binge Eating and Psychiatric Distress among Post-Operative Bariatric Surgery Patients and May Improve in Response to Cognitive Behavioural Therapy. Nutrients 2020; 12:nu12102905. [PMID: 32977459 PMCID: PMC7598202 DOI: 10.3390/nu12102905] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 09/16/2020] [Accepted: 09/21/2020] [Indexed: 12/11/2022] Open
Abstract
The current study examined clinical correlates of food addiction among post-operative bariatric surgery patients, compared the clinical characteristics of patients with versus without food addiction, and examined whether a brief telephone-based cognitive behavioural therapy (Tele-CBT) intervention improves food addiction symptomatology among those with food addiction. Participants (N = 100) completed measures of food addiction, binge eating, depression, and anxiety 1 year following bariatric surgery, were randomized to receive either Tele-CBT or standard bariatric post-operative care, and then, repeated the measure of food addiction at 1.25 and 1.5 years following surgery. Thirteen percent of patients exceeded the cut-off for food addiction at 1 year post-surgery, and this subgroup of patients reported greater binge eating characteristics and psychiatric distress compared to patients without food addiction. Among those with food addiction, Tele-CBT was found to improve food addiction symptomatology immediately following the intervention. These preliminary findings suggest that Tele-CBT may be helpful, at least in the short term, in improving food addiction symptomatology among some patients who do not experience remission of food addiction following bariatric surgery; however, these findings require replication in a larger sample.
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Affiliation(s)
- Stephanie Cassin
- Department of Psychology, Ryerson University, Toronto, ON M5B 2K3, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada; (R.H.); (S.W.)
- Centre for Mental Health, University Health Network, Toronto, ON M5T 2S8, Canada;
- Correspondence: (S.C.); (S.S.); Tel.: +1-416-979-5000 (ext. 3007) (S.C.); +1-416-535-8501 (ext. 32178) (S.S.)
| | - Samantha Leung
- Centre for Mental Health, University Health Network, Toronto, ON M5T 2S8, Canada;
- Bariatric Surgery Program, Toronto Western Hospital, Toronto, ON M5T 2S8, Canada;
| | - Raed Hawa
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada; (R.H.); (S.W.)
- Centre for Mental Health, University Health Network, Toronto, ON M5T 2S8, Canada;
- Bariatric Surgery Program, Toronto Western Hospital, Toronto, ON M5T 2S8, Canada;
| | - Susan Wnuk
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada; (R.H.); (S.W.)
- Centre for Mental Health, University Health Network, Toronto, ON M5T 2S8, Canada;
- Bariatric Surgery Program, Toronto Western Hospital, Toronto, ON M5T 2S8, Canada;
| | - Timothy Jackson
- Bariatric Surgery Program, Toronto Western Hospital, Toronto, ON M5T 2S8, Canada;
- Division of General Surgery, University Health Network, University of Toronto, Toronto, ON M5T 2S8, Canada
| | - Sanjeev Sockalingam
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada; (R.H.); (S.W.)
- Centre for Mental Health, University Health Network, Toronto, ON M5T 2S8, Canada;
- Bariatric Surgery Program, Toronto Western Hospital, Toronto, ON M5T 2S8, Canada;
- Centre for Addiction and Mental Health, Toronto, ON M5S 2S1, Canada
- Correspondence: (S.C.); (S.S.); Tel.: +1-416-979-5000 (ext. 3007) (S.C.); +1-416-535-8501 (ext. 32178) (S.S.)
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Burrows T, Verdejo-Garcia A, Carter A, Brown RM, Andrews ZB, Dayas CV, Hardman CA, Loxton N, Sumithran P, Whatnall M. Health Professionals' and Health Professional Trainees' Views on Addictive Eating Behaviours: A Cross-Sectional Survey. Nutrients 2020; 12:nu12092860. [PMID: 32962008 PMCID: PMC7551788 DOI: 10.3390/nu12092860] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 09/08/2020] [Accepted: 09/17/2020] [Indexed: 02/07/2023] Open
Abstract
Despite increasing research on the concept of addictive eating, there is currently no published evidence on the views of health professionals who potentially consult with patients presenting with addictive eating behaviours, or of students training to become health professionals. This study aimed to explore the views and understanding of addictive eating behaviours among health professionals and health professionals in training and to identify potential gaps in professional development training. An international online cross-sectional survey was conducted in February–April 2020. The survey (70 questions, 6 key areas) assessed participants’ opinions and clinical experience of addictive eating; opinions on control, responsibility, and stigma relating to addictive eating; and knowledge of addictive eating and opinions on professional development training. In total, 142 health professionals and 33 health professionals in training completed the survey (mean age 38.1 ± 12.5 years, 65% from Australia/16% from the U.K.) Of the health professionals, 47% were dietitians and 16% were psychologists. Most participants (n = 126, 72%) reported that they have been asked by individuals about addictive eating. Half of the participants reported that they consider the term food addiction to be stigmatising for individuals (n = 88). Sixty percent (n = 105) reported that they were interested/very interested in receiving addictive eating training, with the top two preferred formats being online and self-paced, and face-to-face. These results demonstrate that addictive eating is supported by health professionals as they consult with patients presenting with this behaviour, which supports the views of the general community and demonstrates a need for health professional training.
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Affiliation(s)
- Tracy Burrows
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW 2308, Australia;
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, NSW 2308, Australia
- Correspondence:
| | - Antonio Verdejo-Garcia
- Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC 3800, Australia; (A.V.-G.); (A.C.)
| | - Adrian Carter
- Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC 3800, Australia; (A.V.-G.); (A.C.)
| | - Robyn M. Brown
- Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC 3052, Australia; (R.M.B.); (Z.B.A.)
| | - Zane B. Andrews
- Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC 3052, Australia; (R.M.B.); (Z.B.A.)
- Monash Biomedicine Discovery Institute and Department of Physiology, Monash University, Clayton, VIC 3800, Australia
| | - Chris V. Dayas
- School of Biomedical Sciences & Pharmacy, Faculty of Health and Medicine, University of Newcastle, Callaghan, NSW 2308, Australia;
- Hunter Medical Research Institute (HMRI), New Lambton Heights, NSW 2305, Australia
| | - Charlotte A. Hardman
- Department of Psychology, Institute of Population Health, University of Liverpool, Liverpool L69 7ZA, UK;
| | - Natalie Loxton
- School of Applied Psychology, Griffith University, Brisbane, QLD 4122, Australia;
- Centre for Youth Substance Abuse Research, University of Queensland, Brisbane, QLD 4072, Australia
| | - Priya Sumithran
- Department of Medicine (Austin), University of Melbourne, Heidelberg, VIC 3084, Australia;
- Department of Endocrinology, Austin Health, Heidelberg Heights, VIC 3081, Australia
| | - Megan Whatnall
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW 2308, Australia;
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, NSW 2308, Australia
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