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Eating disorder and social anxiety symptoms in Iranian preadolescents: a network analysis

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Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity Aims and scope Submit manuscript

Abstract

Purpose

Network studies of eating disorder (ED) symptoms have identified central and bridge symptoms in Western samples, yet few network models of ED symptoms have been tested in non-Western samples, especially among preadolescents. The current study tested a network model of ED symptoms in Iranian preadolescents (ages 9 to 13), as well as a model of co-occurring social anxiety disorder (SAD) and ED symptoms.

Method

Preadolescent boys (n = 405) and girls (n = 325) completed the Children Eating Attitudes Test-20 and Social Anxiety Scale for Children. We estimated two network models (ED and ED/SAD networks) and identified central and bridge symptoms, as well as tested if these models differed by sex.

Results

We found that discomfort eating sweets were the most central symptoms in ED networks. Concern over being judged was central in networks including both ED and SAD symptoms. Additionally, concern over being judged was the strongest bridge symptoms. Networks did not differ by sex.

Conclusion

Future research is needed to test if interventions focused on bridge symptoms (i.e., concern over being judged) as primary intervention points target comorbid ED-SAD pathology in preadolescents at risk for ED and SAD.

Level of evidence

Level III; Evidence obtained from well-designed observational study, including case–control design for relevant aspects of the study.

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Data availability

The data that support the findings of this study are available on request from the first author.

References

  1. Deleel ML, Hughes TL, Miller JA, Hipwell A, Theodore LA (2009) Prevalence of eating disturbance and body image dissatisfaction in young girls: an examination of the variance across racial and socioeconomic groups. Psychol Schs 46(8):767–775. https://doi.org/10.1002/pits.20415

    Article  Google Scholar 

  2. Evans EH, Adamson AJ, Basterfield L, Le Couteur A, Reilly JK, Reilly JJ, Parkinson KN (2017) Risk factors for eating disorder symptoms at 12 years of age: a 6-year longitudinal cohort study. Appetite 1(108):12–20. https://doi.org/10.1016/j.appet.2016.09.005

    Article  Google Scholar 

  3. Nicholls DE, Lynn R, Viner RM (2011) Childhood eating disorders: British national surveillance study. Br J Psychiatry 198(4):295–301. https://doi.org/10.1192/bjp.bp.110.081356

    Article  PubMed  Google Scholar 

  4. Sawyer SM, Afifi RA, Bearinger LH, Blakemore SJ, Dick B, Ezeh AC, Patton GC (2012) Adolescence: a foundation for future health. Lancet 379(9826):1630–1640. https://doi.org/10.1016/s0140-6736(12)60072-5

    Article  PubMed  Google Scholar 

  5. Bühren K, Schwarte R, Fluck F, Timmesfeld N, Krei M, Egberts K, Pfeiffer E, Fleischhaker C, Wewetzer C, Herpertz-Dahlmann B (2014) Comorbid psychiatric disorders in female adolescents with first-onset anorexia nervosa. Eur Eat Disord Rev 22(1):39–44. https://doi.org/10.1002/erv.2254

    Article  PubMed  Google Scholar 

  6. Swinbourne J, Hunt C, Abbott M, Russell J, St Clare T, Touyz S (2012) The comorbidity between eating disorders and anxiety disorders: prevalence in an eating disorder sample and anxiety disorder sample. Aust N Z J Psychiatry 46(2):118–131. https://doi.org/10.1177/0004867411432071

    Article  PubMed  Google Scholar 

  7. Smith KE, Mason TB, Leonard RC, Wetterneck CT, Smith BER, Farrell NR, Riemann BC (2018) Affective predictors of the severity and change in eating psychopathology in residential eating disorder treatment: the role of social anxiety. Eat Disord 26(1):66–78. https://doi.org/10.1080/10640266.2018.1418314

    Article  PubMed  PubMed Central  Google Scholar 

  8. Goodwin RD, Fitzgibbon ML (2002) Social anxiety as a barrier to treatment for eating disorders. Int J Eat Disord 32(1):103–106. https://doi.org/10.1002/eat.10051

    Article  PubMed  Google Scholar 

  9. Ranta K, Väänänen J, Fröjd S, Isomaa R, Kaltiala-Heino R, Marttunen M (2017) Social phobia, depression and eating disorders during middle adolescence: longitudinal associations and treatment seeking. Nord J Psychiatry 71(8):605–613. https://doi.org/10.1080/08039488.2017.1366548

    Article  PubMed  Google Scholar 

  10. Schaumberg K, Zerwas S, Goodman E, Yilmaz Z, Bulik CM, Micali N (2019) Anxiety disorder symptoms at age 10 predict eating disorder symptoms and diagnoses in adolescence. J Child Psychol Psychiatry 60(6):686–696. https://doi.org/10.1111/jcpp.12984

    Article  PubMed  Google Scholar 

  11. Obeid N, Buchholz A, Boerner KE, Henderson KA, Norris M (2013) Self-esteem and social anxiety in an adolescent female eating disorder population: age and diagnostic effects. Eat Disord 21(2):140–153. https://doi.org/10.1080/10640266.2013.761088

    Article  PubMed  Google Scholar 

  12. Cook-Cottone C, Serwacki M, Guyker W, Sodano S, Nickerson A, Keddie-Olka E et al (2016) The role of anxiety on the experience of peer victimization and eating disorder risk. Sch Mental Health. https://doi.org/10.1007/s12310-016-9178-z

    Article  Google Scholar 

  13. Spettigue W, Obeid N, Santos A, Norris M, Hamati R, Hadjiyannakis S et al (2020) Binge eating and social anxiety in treatment-seeking adolescents with eating disorders or severe obesity. Eat Weight Disord 25(3):787–793. https://doi.org/10.1007/s40519-019-00689-6

    Article  PubMed  Google Scholar 

  14. Michael SL, Wentzel K, Elliott MN, Dittus PJ, Kanouse DE, Wallander JL et al (2014) Parental and peer factors associated with body image discrepancy among fifth-grade boys and girls. J Youth Adolesc 43(1):15–29. https://doi.org/10.1007/s10964-012-9899-8

    Article  PubMed  Google Scholar 

  15. Christian CB, Ngo BK, Brosof LC, Levinson CA (2021) Social appearance anxiety moderates the relationship between thin-ideal internalization and eating disorder symptoms cross-sectionally and prospectively in adolescent girls. Eat Weight Disord 26(6):2065–2070. https://doi.org/10.1007/s40519-020-01050-y

    Article  PubMed  Google Scholar 

  16. Li Y (2018) Social anxiety and eating disorder risk among Chinese adolescents: the role of emotional intelligence. Sch Mental Health. https://doi.org/10.1007/s12310-018-9257-4

    Article  Google Scholar 

  17. Mumtaz N, Malik S (2018) Relationship between social anxiety and eating attitudes among young girls. Pak J Med Res 57(1):45–46. https://www.proquest.com/openview/a2489aa5d2090eaf4017eaf82b156a1c/1?pq-origsite=gscholar&cbl=636375. Accessed 12 Feb 2020

  18. Anderson LM, Wong N, Lanciers S, Lim CS (2020) The relative importance of social anxiety facets on disordered eating in pediatric obesity. Eat Weight Disord 25(1):117–126. https://doi.org/10.1007/s40519-018-0526-x

    Article  PubMed  Google Scholar 

  19. Gilbert N, Meyer C (2003) Social anxiety and social comparison: differential links with restrictive and bulimic attitudes among nonclinical women. Eat Behav 4(3):257–264. https://doi.org/10.1016/s1471-0153(03)00026-6

    Article  PubMed  Google Scholar 

  20. Levinson CA, Rodebaugh TL (2012) Social anxiety and eating disorder comorbidity: the role of negative social evaluation fears. Eat Behav 13(1):27–35. https://doi.org/10.1016/j.eatbeh.2011.11.006

    Article  PubMed  Google Scholar 

  21. Levinson CA, Rodebaugh TL, White EK, Menatti AR, Weeks JW, Iacovino JM, Warren CS (2013) Social appearance anxiety, perfectionism, and fear of negative evaluation: distinct or shared risk factors for social anxiety and eating disorders? Appetite 67:125–133. https://doi.org/10.1016/j.appet.2013.04.002

    Article  PubMed  PubMed Central  Google Scholar 

  22. Borsboom D, Mellenbergh GJ, van Heerden J (2003) The theoretical status of latent variables. Psychol Rev 110(2):203–219. https://doi.org/10.1037/0033-295x.110.2.203

    Article  PubMed  Google Scholar 

  23. Fried EI, Cramer AOJ (2017) Moving forward: challenges and directions for psychopathological network theory and methodology. Perspect Psychol Sci 12(6):999–1020. https://doi.org/10.1177/1745691617705892

    Article  PubMed  Google Scholar 

  24. Borsboom D, Cramer AO (2013) Network analysis: an integrative approach to the structure of psychopathology. Annu Rev Clin Psychol 9:91–121. https://doi.org/10.1146/annurev-clinpsy-050212-185608

    Article  PubMed  Google Scholar 

  25. McNally RJ (2016) Can network analysis transform psychopathology? Behav Res Ther 86:95–104. https://doi.org/10.1016/j.brat.2016.06.006

    Article  PubMed  Google Scholar 

  26. Freeman LC (1978) Centrality in social networks conceptual clarification. Social Networks 1(3):215–239. https://doi.org/10.1016/0378-8733(78)90021-7

    Article  Google Scholar 

  27. Monteleone AM, Cascino GA (2021) Systematic review of network analysis studies in eating disorders: is time to broaden the core psychopathology to non specific symptoms. Eur Eat Disord Rev 29(4):531–547. https://doi.org/10.1002/erv.2834

    Article  PubMed  PubMed Central  Google Scholar 

  28. Christian C, Perko VL, Vanzhula IA, Tregarthen JP, Forbush KT, Levinson CA (2020) Eating disorder core symptoms and symptom pathways across developmental stages: a network analysis. J Abnorm Psychol 129(2):177–190. https://doi.org/10.1037/abn0000477

    Article  PubMed  Google Scholar 

  29. Goldschmidt AB, Crosby RD, Cao L, Moessner M, Forbush KT, Accurso EC, Le Grange D (2018) Network analysis of pediatric eating disorder symptoms in a treatment-seeking, transdiagnostic sample. J Abnorm Psychol 127(2):251–264. https://doi.org/10.1037/abn0000327

    Article  PubMed  PubMed Central  Google Scholar 

  30. Monteleone AM, Mereu A, Cascino G, Criscuolo M, Castiglioni MC, Pellegrino F, Patriciello G, Ruzzi V, Monteleone P, Vicari S, Zanna V (2019) Re-conceptualization of anorexia nervosa psychopathology: a network analysis study in adolescents with short duration of the illness. Int J Eat Disord 52(11):1263–1273. https://doi.org/10.1002/eat.23137

    Article  PubMed  Google Scholar 

  31. Sahlan RN, Williams BM, Forrest LN, Saunders JF, Fitzsimmons-Craft EE, Levinson CA (2021) Disordered eating, self-esteem, and depression symptoms in Iranian adolescents and young adults: a network analysis. Int J Eat Disord 54(2):132–147. https://doi.org/10.1002/eat.23365

    Article  PubMed  Google Scholar 

  32. Cramer AO, Waldorp LJ, van der Maas HL, Borsboom D (2010) Comorbidity: a network perspective. Behav Brain Sci 33(2–3):137–150. https://doi.org/10.1017/s0140525x09991567

    Article  PubMed  Google Scholar 

  33. Jones PJ, Ma R, McNally RJ (2019) Bridge centrality: a network approach to understanding comorbidity. Multivariate Behav Res. https://doi.org/10.1080/00273171.2019.1614898

    Article  PubMed  Google Scholar 

  34. Forrest LN, Sarfan LD, Ortiz SN, Brown TA, Smith AR (2019) Bridging eating disorder symptoms and trait anxiety in patients with eating disorders: a network approach. Int J Eat Disord 52(6):701–711. https://doi.org/10.1002/eat.23070

    Article  PubMed  Google Scholar 

  35. Levinson CA, Zerwas S, Calebs B, Forbush K, Kordy H, Watson H, Hofmeier S, Levine M, Crosby RD, Peat C, Runfola CD, Zimmer B, Moesner M, Marcus MD, Bulik CM (2017) The core symptoms of bulimia nervosa, anxiety, and depression: a network analysis. J Abnorm Psychol 126(3):340–354. https://doi.org/10.1037/abn0000254

    Article  PubMed  PubMed Central  Google Scholar 

  36. Levinson CA, Brosof LC, Vanzhula I, Christian C, Jones P, Rodebaugh TL, Langer JK, White EK, Warren C, Weeks JW, Menatti A, Lim MH, Fernandez KC (2018) Social anxiety and eating disorder comorbidity and underlying vulnerabilities: using network analysis to conceptualize comorbidity. Int J Eat Disord 51(7):693–709. https://doi.org/10.1002/eat.22890

    Article  PubMed  Google Scholar 

  37. Mohammadi MR, Mostafavi SA, Hooshyari Z, Khaleghi A, Ahmadi N, Molavi P et al (2020) Prevalence, correlates and comorbidities of feeding and eating disorders in a nationally representative sample of Iranian children and adolescents. Int J Eat Disord 53(3):349–361. https://doi.org/10.1002/eat.23197

    Article  PubMed  Google Scholar 

  38. Nobakht M, Dezhkam M (2000) An epidemiological study of eating disorders in Iran. Int J Eat Disord 28(3):265–271. https://doi.org/10.1002/1098-108x(200011)28:3%3c265::aid-eat3%3e3.0.co;2-l

    Article  CAS  PubMed  Google Scholar 

  39. Sahlan RN, Akoury LM, Taravatrooy F (2020) Validation of a Farsi version of the sociocultural attitudes towards appearance questionnaire-4 (F-SATAQ-4) in Iranian men and women. Eat Behav 39:101438. https://doi.org/10.1016/j.eatbeh.2020.101438

    Article  PubMed  Google Scholar 

  40. Sahlan RN, Saunders JF, Fitzsimmons-Craft EE (2021) Body-, eating-, and exercise-related social comparison behavior and disordered eating in college women in the U.S. and Iran: a cross-cultural comparison. Eat Behav 40:101451. https://doi.org/10.1016/j.eatbeh.2020.101451

    Article  PubMed  Google Scholar 

  41. Sahlan RN, Saunders JF, Mond JM, Fitzsimmons-Craft EE (2021) Eating disorder symptoms among adolescent boys and girls in Iran. Int J Eat Disord 54(1):19–23. https://doi.org/10.1002/eat.23420

    Article  PubMed  Google Scholar 

  42. Sahlan RN, Taravatrooy F, Quick V, Mond JM (2020) Eating-disordered behavior among male and female college students in Iran. Eat Behav 37:101378. https://doi.org/10.1016/j.eatbeh.2020.101378

    Article  PubMed  Google Scholar 

  43. Sahlan RN, Saunders JF, Perez M, Blomquist KK, Fitzsimmons-Craft EE, Bodell LP (2021) The validation of a Farsi version of the loss of control over eating scale (F-LOCES) among Iranian adolescent boys and girls. Eat Behav 41:101502. https://doi.org/10.1016/j.eatbeh.2021.101502

    Article  PubMed  Google Scholar 

  44. Sahlan RN, Saunders JF, Perez M, Blomquist KK, Fitzsimmons-Craft EE, Bodell LP (2021) The validation of a Farsi version of the clinical impairment assessment (F-CIA) among Iranian adolescent boys and girls. Eat Weight Disord. https://doi.org/10.1007/s40519-021-01204-6

    Article  PubMed  Google Scholar 

  45. Perko VL, Forbush KT, Siew CSQ, Tregarthen JP (2019) Application of network analysis to investigate sex differences in interactive systems of eating-disorder psychopathology. Int J Eat Disord 52(12):1343–1352. https://doi.org/10.1002/eat.23170

    Article  PubMed  Google Scholar 

  46. Kee CC, Lim KH, Sumarni MG, Teh CH, Chan YY, Nuur Hafizah MI et al (2017) Validity of self-reported weight and height: a cross-sectional study among Malaysian adolescents. BMC Med Res Methodol 17(1):85. https://doi.org/10.1186/s12874-017-0362-0

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. World Health Organization (2007) Growth reference 5–19 years: BMI-for-age (5–19 years). Peжим дocтyпy: http://www.who.int/growthref/who2007_bmi_for_age/en. Accessed 10 Jan 2021

  48. Maloney MJ, McGuire JB, Daniels SR (1988) Reliability testing of a children’s version of the eating attitude test. J Am Acad Child Adolesc Psychiatry 27(5):541–543. https://doi.org/10.1097/00004583-198809000-00004

    Article  CAS  PubMed  Google Scholar 

  49. Anton SD, Han H, JrRL N, Martin CK, York-Crowe E, Stewart TM, Williamson DA (2006) Reformulation of the children’s eating attitudes test (ChEAT): factor structure and scoring method in a non-clinical population. Eat Weight Disord 11(4):201–210. https://doi.org/10.1007/bf03327572

    Article  CAS  PubMed  Google Scholar 

  50. Chiba H, Nagamitsu S, Sakurai R, Mukai T, Shintou H, Koyanagi K, Yamashita Y, Kakuma T, Uchimura N, Matsuishi T (2016) Children’s eating attitudes test: reliability and validation in Japanese adolescents. Eat Behav 23:120–125. https://doi.org/10.1016/j.eatbeh.2016.09.001

    Article  PubMed  Google Scholar 

  51. Kelly C, Ricciardelli LA, Clarke JD (1999) Problem eating attitudes and behaviors in young children. Int J Eat Disord 25(3):281–286. https://doi.org/10.1002/(sici)1098-108x(199904)25:3%3c281::aid-eat5%3e3.0.co;2-t

    Article  CAS  PubMed  Google Scholar 

  52. La Greca AM, Dandes SK, Wick P, Shaw K, Stone WL (1988) Development of the social anxiety scale for children: reliability and concurrent validity. J Clin Child Psychol 17(1):84–91. https://doi.org/10.1207/s15374424jccp1701_11

    Article  Google Scholar 

  53. Epskamp S, Borsboom D, Fried EI (2018) Estimating psychological networks and their accuracy: a tutorial paper. Behav Res Methods 50(1):195–212. https://doi.org/10.3758/s13428-0170862-1

    Article  PubMed  Google Scholar 

  54. Jones P (2018) Networktools: tools for identifying important nodes in networks. R package version 123. Retrieved from https://www.CRANR-projectorg/package=networktools. Accessed 14 Feb 2020

  55. Epskamp SCAOJ, Waldorp LJ, Schmittmann VD, Borsboom D (2012) qgraph: network visualizations of relationships in psychometric data. J Stat Softw 48(4):1–18. https://doi.org/10.18637/jss.v048.i04

    Article  Google Scholar 

  56. Bringmann LF, Elmer T, Epskamp S, Krause RW, Schoch D, Wichers M, Wigman JTW, Snippe E (2019) What do centrality measures measure in psychological networks? J Abnorm Psychol 128(8):892–903. https://doi.org/10.1037/abn0000446

    Article  PubMed  Google Scholar 

  57. van Borkulo C, Boschloo L, Borsboom D, Penninx BW, Waldorp LJ, Schoevers RA (2015) Association of symptom network structure with the course of depression. JAMA Psychiat 72(12):1219–1226. https://doi.org/10.1001/jamapsychiatry.2015.2079

    Article  Google Scholar 

  58. Fairburn CG, Beglin SJ (2008) Eating disorder examination questionnaire (EDE-Q 6.0). In: Fairburn CG (ed) Cognitive behavior therapy and eating disorders. Guilford Press, New York, NY, pp 309–313

    Google Scholar 

  59. Forbush KT, Wildes JE, Pollack LO, Dunbar D, Luo J, Patterson K, Petruzzi L, Pollpeter M, Miller H, Stone A, Bright A, Watson D (2013) Development and validation of the eating pathology symptoms inventory (EPSI). Psychol Assess 25(3):859–878. https://doi.org/10.1037/a0032639

    Article  PubMed  Google Scholar 

  60. Garner DM (2004) The eating disorder inventory-3 professional manual. Psychological Assessment Resources Inc., Lutz, FL

    Google Scholar 

  61. Hooshmand S, Udipi SA (2013) Dietary diversity and nutritional status of urban primary school children from Iran and India. J Nutr Disord Ther 12:2161–2509. https://doi.org/10.4172/2161-0509.S12-001

    Article  Google Scholar 

  62. Zahedi H, Kelishadi R, Heshmat R, Motlagh ME, Ranjbar SH, Ardalan G, Payab M, Chinian M, Asayesh H, Larijani B, Qorbani M (2014) Association between junk food consumption and mental health in a national sample of Iranian children and adolescents: the CASPIAN-IV study. Nutrition 30(11–12):1391–1397. https://doi.org/10.1016/j.nut.2014.04.014

    Article  PubMed  Google Scholar 

  63. Stice E (2002) Risk and maintenance factors for eating pathology: a meta-analytic review. Psychol Bull 128(5):825–848. https://doi.org/10.1037/0033-2909.128.5.825

    Article  PubMed  Google Scholar 

  64. Brugman E, Meulmeester JF, Spee-van der Wekke A, Beuker RJ, Zaadstra BM, Radder JJ, Verloove-Vanhorick PS (1997) Dieting, weight and health in adolescents in the Netherlands. Int J Obes Relat Metab Disord 21(1):54–60. https://doi.org/10.1038/sj.ijo.0800363

    Article  CAS  PubMed  Google Scholar 

  65. French SA, Perry CL, Leon GR, Fulkerson JA (1995) Dieting behaviors and weight change history in female adolescents. Health Psychol 14(6):548–555. https://doi.org/10.1037//0278-6133.14.6.548

    Article  CAS  PubMed  Google Scholar 

  66. Appleton KM, Tuorila H, Bertenshaw EJ, de Graaf C, Mela DJ (2018) Sweet taste exposure and the subsequent acceptance and preference for sweet taste in the diet: systematic review of the published literature. Am J Clin Nutr 107(3):405–419. https://doi.org/10.1093/ajcn/nqx031

    Article  CAS  PubMed  Google Scholar 

  67. Liem DG, de Graaf C (2004) Sweet and sour preferences in young children and adults: role of repeated exposure. Physiol Behav 83(3):421–429. https://doi.org/10.1016/j.physbeh.2004.08.028

    Article  CAS  PubMed  Google Scholar 

  68. Schaefer LM, Burke NL, Anderson LM, Thompson JK, Heinberg LJ, Bardone-Cone AM et al (2019) Comparing internalization of appearance ideals and appearance-related pressures among women from the United States, Italy, England, and Australia. Eat Weight Disord 24(5):947–951. https://doi.org/10.1007/s40519-018-0544-8

    Article  PubMed  Google Scholar 

  69. Schaefer LM, Burke NL, Thompson JK, Dedrick RF, Heinberg LJ, Calogero RM et al (2015) Development and validation of the sociocultural attitudes towards appearance questionnaire-4 (SATAQ-4). Psychol Assess 27(1):54–67. https://doi.org/10.1037/a0037917

    Article  PubMed  Google Scholar 

  70. Sahlan RN, Saunders JF, Fitzsimmons-Craft EE, Taravatrooy F (2020) The validity and reliability of the Farsi version of the body, eating, and exercise comparison orientation measure (F-BEECOM) among Iranian male and female students. Body Image 34:72–84. https://doi.org/10.1016/j.bodyim.2020.05.006

    Article  PubMed  PubMed Central  Google Scholar 

  71. American Pshychiatric Association (2013) Diagnostic and statistical manual of mental disorders, 5th edn. APA, Washington, DC

    Book  Google Scholar 

  72. Salazar-Ayala CM, Gastélum-Cuadras G, Huéscar Hernández E, Núñez Enríquez O, Barrón Luján JC, Moreno-Murcia JA (2021) Individualism, competitiveness, and fear of negative evaluation in pre-adolescents: does the teacher’s controlling style matter? Front Psychol. https://doi.org/10.3389/fpsyg.2021.626786

    Article  PubMed  PubMed Central  Google Scholar 

  73. Levinson CA, Williams BM (2020) Eating disorder fear networks: identification of central eating disorder fears. Int J Eat Disord 53(12):1960–1973. https://doi.org/10.1002/eat.23382

    Article  PubMed  Google Scholar 

  74. Ralph-Nearman C, Williams BM, Ortiz AML, Smith AR, Levinson CA (2021) Pinpointing core and pathway symptoms among sleep disturbance, anxiety, worry, and eating disorder symptoms in anorexia nervosa and atypical anorexia nervosa. J Affect Disord 294:24–32. https://doi.org/10.1016/j.jad.2021.06.061

    Article  PubMed  Google Scholar 

  75. Haikal M, Hong RY (2010) The effects of social evaluation and looming threat on self-attentional biases and social anxiety. J Anxiety Disord 24(3):345–352. https://doi.org/10.1016/j.janxdis.2010.01.007

    Article  PubMed  Google Scholar 

  76. Reichenberger J, Blechert J (2018) Malaise with praise: a narrative review of 10 years of research on the concept of fear of positive evaluation in social anxiety. Depress Anxiety 35(12):1228–1238. https://doi.org/10.1002/da.22808

    Article  PubMed  PubMed Central  Google Scholar 

  77. Moscovitch DA (2009) What is the core fear in social phobia? A new model to facilitate individualized case conceptualization and treatment. Cogn Behav Pract 16(2):123–134. https://doi.org/10.1016/j.cbpra.2008.04.002

    Article  Google Scholar 

  78. Heimberg RG, Brozovich FA, Rapee RM (2010) A cognitive-behavioral model of social anxiety. Update and extension. In: Hofman SG, Di Bartolo PM (eds) Social anxiety. Clinical, developmental, and social perspectives, 2nd edn. Academic Press, Waltham, MA, pp 395–422

    Google Scholar 

  79. Wonderlich-Tierney AL, Vander Wal JS (2010) The effects of social support and coping on the relationship between social anxiety and eating disorders. Eat Behav 11(2):85–91. https://doi.org/10.1016/j.eatbeh.2009.10.002

    Article  PubMed  Google Scholar 

  80. Deboer LB, Medina JL, Davis ML, Presnell KE, Powers MB, Smits JA (2013) Associations between fear of negative evaluation and eating pathology during intervention and 12-month follow-up. Cognit Ther Res. https://doi.org/10.1007/s10608-013-9547-y

    Article  PubMed  PubMed Central  Google Scholar 

  81. Gilbert N, Meyer C (2005) Fear of negative evaluation and the development of eating psychopathology: a longitudinal study among nonclinical women. Int J Eat Disord 37(4):307–312. https://doi.org/10.1002/eat.20105

    Article  PubMed  Google Scholar 

  82. Rieger E, Van Buren DJ, Bishop M, Tanofsky-Kraff M, Welch R, Wilfley DE (2010) An eating disorder-specific model of interpersonal psychotherapy (IPT-ED): causal pathways and treatment implications. Clin Psychol Rev 30(4):400–410. https://doi.org/10.1016/j.cpr.2010.02.001

    Article  PubMed  Google Scholar 

  83. Cardi V, Mallorqui-Bague N, Albano G, Monteleone AM, Fernandez-Aranda F, Treasure J (2018) Social difficulties as risk and maintaining factors in anorexia nervosa: a mixed-method investigation. Front Psychol 9:12. https://doi.org/10.3389/fpsyt.2018.00012

    Article  Google Scholar 

  84. Cardi V, Di Matteo R, Corfield F, Treasure J (2013) Social reward and rejection sensitivity in eating disorders: an investigation of attentional bias and early experiences. World J Biol Psychiatry 14(8):622–633. https://doi.org/10.3109/15622975.2012.665479

    Article  PubMed  Google Scholar 

  85. Monteleone AM, Ruzzi V, Patriciello G, Cascino G, Pellegrino F, Vece A et al (2020) Emotional reactivity and eating disorder related attitudes in response to the trier social stress test: an experimental study in people with anorexia nervosa and with bulimia nervosa. J Affect Disord 274:23–30. https://doi.org/10.1016/j.jad.2020.05.051

    Article  PubMed  Google Scholar 

  86. Trompeter N, Bussey K, Hay P, Griffiths S, Murray SB, Mond J et al (2019) Fear of negative evaluation among eating disorders: examining the association with weight/shape concerns in adolescence. Int J Eat Disord 52(3):261–269. https://doi.org/10.1002/eat.23018

    Article  PubMed  Google Scholar 

  87. Utschig AC, Presnell K, Madeley MC, Smits JAJ (2010) An investigation of the relationship between fear of negative evaluation and bulimic psychopathology. Eat Behav 11(4):231–238. https://doi.org/10.1016/j.eatbeh.2010.05.003

    Article  PubMed  Google Scholar 

  88. Elliott H, Jones PJ, Schmidt U (2020) Central symptoms predict posttreatment outcomes and clinical impairment in anorexia nervosa: a network analysis. Clin Psychol Sci 8(1):139–154. https://doi.org/10.1177/2167702619865958

    Article  Google Scholar 

  89. Olatunji BO, Levinson C, Calebs B (2018) A network analysis of eating disorder symptoms and characteristics in an inpatient sample. Psychiatry Res 262:270–281. https://doi.org/10.1016/j.psychres.2018.02.027

    Article  PubMed  Google Scholar 

  90. Elliott H, Jones PJ, Schmidt U (2020) Corrigendum: Central symptoms predict posttreatment outcomes and clinical impairment in anorexia nervosa: a network analysis. Clin Psychol Sci 8(2):388–389. https://doi.org/10.1177/2167702620908574

    Article  Google Scholar 

  91. Rodebaugh TL, Tonge NA, Piccirillo ML, Fried E, Horenstein A, Morrison AS, Goldin P, Gross JJ, Lim MH, Fernandez KC, Blanco C, Schneier FR, Bogdan R, Thompson RJ, Heimberg RG (2018) Does centrality in a cross-sectional network suggest intervention targets for social anxiety disorder? J Consult Clin Psychol 86(10):831–844. https://doi.org/10.1037/ccp0000336

    Article  PubMed  PubMed Central  Google Scholar 

  92. Anderson PL, Price M, Edwards SM, Obasaju MA, Schmertz SK, Zimand E, Calamaras MR (2013) Virtual reality exposure therapy for social anxiety disorder: a randomized controlled trial. J Consult Clin Psychol 81(5):751–760. https://doi.org/10.1037/a0033559

    Article  PubMed  Google Scholar 

  93. Schaumberg K, Reilly EE, Gorrell S, Levinson CA, Farrell NR, Brown TA et al (2021) Conceptualizing eating disorder psychopathology using an anxiety disorders framework: evidence and implications for exposure-based clinical research. Clin Psychol Rev 83:101952. https://doi.org/10.1016/j.cpr.2020.101952

    Article  PubMed  Google Scholar 

  94. Levinson CA, Christian C, Ram SS, Vanzhula I, Brosof LC, Michelson LP, Williams BM (2020) Eating disorder symptoms and core eating disorder fears decrease during online imaginal exposure therapy for eating disorders. J Affect Disord 276:585–591. https://doi.org/10.1016/j.jad.2020.07.075

    Article  PubMed  Google Scholar 

  95. Brown TA, Vanzhula IA, Reilly EE, Levinson CA, Berner LA, Krueger A et al (2020) Body mistrust bridges interoceptive awareness and eating disorder symptoms. J Abnorm Psychol 129(5):445–456. https://doi.org/10.1037/abn0000516

    Article  PubMed  PubMed Central  Google Scholar 

  96. Calugi S, Sartirana M, Misconel A, Boglioli C, Dalle Grave R (2020) Eating disorder psychopathology in adults and adolescents with anorexia nervosa: a network approach. Int J Eat Disord 53(5):690–701. https://doi.org/10.1002/eat.23270

    Article  Google Scholar 

  97. Levinson CA, Vanzhula IA, Smith TW, Stice E (2020) Group and longitudinal intra-individual networks of eating disorder symptoms in adolescents and young adults at-risk for an eating disorder. Behav Res Ther 135:103731. https://doi.org/10.1016/j.brat.2020.103731

    Article  PubMed  PubMed Central  Google Scholar 

  98. Forrest LN, Perkins NM, Lavender JM, Smith AR (2019) Using network analysis to identify central eating disorder symptoms among men. Int J Eat Disord 52(8):871–884. https://doi.org/10.1002/eat.23123

    Article  PubMed  Google Scholar 

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Acknowledgements

We thank the preadolescents who participated in the study, the teachers and principals of the schools.

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Correspondence to Cheri A. Levinson.

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Sahlan, R.N., Keshishian, A.C., Christian, C. et al. Eating disorder and social anxiety symptoms in Iranian preadolescents: a network analysis. Eat Weight Disord 27, 1855–1867 (2022). https://doi.org/10.1007/s40519-021-01329-8

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