Submitted:
07 April 2025
Posted:
07 April 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
Eating Disorder Symptoms and Multiple Sclerosis
The Role of Neuroticism in Eating Disorders in Individuals with Multiple Sclerosis
The Mediating Role of Self-Esteem and Body Dissatisfaction
The Present Study
2. Materials and Methods
Participants and Procedure
Materials
Sociodemographic and Clinical Characteristics
Psychological Variables
Statistical Analyses
Data Inspection
Serial Mediation Model
3. Results
Sample Characteristics
Descriptive Statistics and Correlations
Serial Mediation Model
4. Discussion
Clinical Implications
Limitations and Future Directions
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| MS | Multiple sclerosis |
| ED | Eating disorder |
| DE | Disordered eating |
| BFI | Big Five Inventory |
| RSES | Rosenberg Self-esteem Scale |
| BSQ | Body Shape Questionnaire |
| EAT-26 | Eating Attitudes Test |
Appendix A
| Model pathway | β | SE | z | p | LL 95% CI | UL 95% CI |
| Neuroticism → Self-esteem (a1) | -0.42 (-0.46) | 0.06 | -7.17 | < .001 | -0.54 | -0.31 |
| Neuroticism → Body dissatisfaction (a2) | 0.23 (0.15) | 0.12 | 1.98 | .048 | 0.00 | 0.45 |
| Self-esteem → ED symptoms (b1) | -0.27 (-0.14) | 0.13 | -2.00 | .046 | -0.53 | -0.01 |
| Body dissatisfaction → ED symptoms (b2) | 0.68 (0.59) | 0.08 | 9.05 | < .001 | 0.53 | 0.82 |
| Self-esteem → Body dissatisfaction (d) | -0.44 (-0.27) | 0.13 | -3.36 | .001 | -0.70 | -0.18 |
| Total model effect | 0.16 (0.09) | 0.13 | 1.29 | .198 | -0.09 | 0.41 |
| Direct effect (c’) | -0.23 (-0.13) | 0.12 | -2.00 | .045 | -0.45 | -0.00 |
| Total indirect effect | 0.39 (0.23) | 0.10 | 4.12 | < .001 | 0.21 | 0.58 |
| Neuroticism → Self-esteem → ED symptoms (ind1) | 0.11 (0.07) | 0.06 | 1.92 | .054 | 0.00 | 0.23 |
| Neuroticism → Body dissatisfaction → ED symptoms (ind2) | 0.15 (0.09) | 0.08 | 1.94 | .053 | 0.00 | 0.32 |
| Neuroticism → Self-esteem → Body dissatisfaction → ED symptoms (ind3) | 0.13 (0.07) | 0.04 | 2.89 | .053 | 0.05 | 0.22 |
| Pairwise comparisons of indirect effects | ||||||
| Ind1 – Ind2 | -0.04 (-0.03) | 0.10 | -0.42 | .673 | -0.25 | 0.16 |
| Ind1 – Ind3 | -0.01 (-0.01) | 0.07 | -0.19 | .851 | -0.16 | 0.13 |
| Ind2 – Ind3 | 0.03 (0.02) | 0.10 | 0.28 | .777 | -0.18 | 0.23 |
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| Demographic | N (%) |
| Gender | |
| Male | 55 (20.0%) |
| Female | 218 (79.3%) |
| Non-binary | 2 (< 1.0%) |
| Ethnicity | |
| Anglo-Celtic | 211 (76.7%) |
| Asian (Eastern, Southern, Southeastern) | 8 (2.9%) |
| Indigenous Australian and/or Torres Strait Islander | 12 (4.4%) |
| Hispanic or Latin American | 4 (1.5%) |
| Middle Eastern | 3 (1.1%) |
| African American | 22 (8.0%) |
| Other | 15 (5.5%) |
| Country of current residence | |
| Australia | 145 (52.7%) |
| New Zealand | 6 (2.2%) |
| UK | 14 (5.1%) |
| USA | 88 (32.0%) |
| Other | 22 (8.0%) |
| Highest level of education | |
| Postgraduate | 51 (18.6%) |
| Bachelor’s degree | 76 (27.6%) |
| Year 12 (high school) or equivalent | 38 (13.8%) |
| Diploma or certificate level | 103 (37.5%) |
| Below high school | 7 (2.6%) |
| Relationship status | |
| Married | 173 (62.9%) |
| Partnered/De facto | 13 (4.7%) |
| Single/Never married | 38 (13.8%) |
| Divorced/Widowed/Separated | 51 (18.6%) |
| Employment status | |
| Full-time | 110 (40.0%) |
| Part-time/Casual | 73 (26.6%) |
| Unemployed | 92 (33.5%) |
| MS type | |
| Relapsing-remitting | 185 (68.3%) |
| Progressive (primary or secondary) | 80 (29.1%) |
| Other/Not sure | 10 (3.6%) |
| MS relapses in the past 12 months | |
| None | 129 (46.9%) |
| 1 to 3 | 119 (43.3%) |
| More than 3 | 27 (9.8%) |
| Current MS relapse at the time of survey | |
| Yes | 75 (27.3%) |
| No | 200 (72.7%) |
| Current disease-modifying treatment/s | |
| Yes | 185 (67.3%) |
| No | 90 (32.7%) |
| Level of ambulation | |
| SRDSS < 3.5 | 117 (42.5%) |
| SRDSS 4 to 6.5 | 94 (34.2%) |
| SRDSS > 7 | 18 (6.6%) |
| Missing | 46 (16.7%) |
| Diagnosis | N (% sample) |
| Depressive disorder diagnosis | |
| Total | 147 (53.5%) |
| Current | 104 (37.8%) |
| Recovered/lifetime | 43 (15.6%) |
| Anxiety disorder diagnosis | |
| Total | 130 (47.3%) |
| Current | 114 (41.5%) |
| Recovered/lifetime | 16 (5.8%) |
| Eating disorder diagnosis | |
| Total | 58 (21.1%) |
| Current | 39 (14.2%) |
| Recovered/lifetime | 19 (6.9%) |
| Depressive disorder typea | |
| Major depressive disorder (incl. post-natal depression) | 52 (18.9%) |
| Persistent depressive disorder | 42 (10.4%) |
| Premenstrual dysphoric disorder | 7 (1.7%) |
| Not sure/other | 55 (13.6%) |
| Anxiety disorder typea | |
| Generalised anxiety disorder (GAD) | 73 (26.6%) |
| Panic disorder | 16 (5.8%) |
| Agoraphobia | 3 (1.1%) |
| Specific phobia | 7 (2.6%) |
| Social anxiety disorder | 33 (12.0%) |
| Health/illness anxiety | 7 (2.6%) |
| Separation anxiety disorder | 13 (4.7%) |
| Not sure/other | 10 (3.6%) |
| Eating disorder typea | |
| Anorexia nervosa (restricting and binge/purging) | 34 (12.4%) |
| Bulimia nervosa (purging and non-purging) | 26 (9.5%) |
| Binge eating disorder | 4 (1.5%) |
| Currently taking antidepressant or anti-anxiety medication | |
| Yes | 132 (48.0%) |
| No | 143 (52.0%) |
| Variables | M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
| 1.Neuroticism (BFI) | 24.87 | 6.56 | – | ||||||
| 2.Self-esteem (RSES) | 13.87 | 5.69 | -0.50** | – | |||||
| 3.Body dissatisfaction (BSQ) | 24.73 | 9.55 | 0.37** | -0.43** | – | ||||
| 4.DE symptoms (EAT-26) | 13.86 | 11.22 | 0.14* | -0.37** | 0.57** | – | |||
| 5.Age (years) | 43.03 | 12.88 | -0.18** | 0.40** | -0.23** | -0.36** | – | ||
| 6.BMI | 29.13 | 11.38 | 0.00 | -0.13 | 0.19** | -0.06 | -0.01 | – | |
| 7.Ambulation level (SRDSS) | - | - | -0.09 | 0.03 | 0.01 | -0.09 | 0.25** | 0.02 | – |
| Model pathway | β | SE | t | p | LL 95% CI | UL 95% CI |
| Neuroticism → Self-esteem (a1) | -0.38 (-0.44) | 0.05 | -7.88 | < .001 | -0.01 | 0.20 |
| Neuroticism → Body dissatisfaction (a2) | 0.28 (0.19) | 0.10 | 2.83 | .005 | 0.09 | 0.47 |
| Self-esteem → DE symptoms (b1) | -0.26 (-0.13) | 0.13 | -2.06 | .039 | -0.46 | -0.05 |
| Body dissatisfaction → DE symptoms (b2) | 0.67 (0.57) | 0.07 | 9.76 | < .001 | 0.53 | 0.80 |
| Self-esteem → Body dissatisfaction (d) | -0.47 (-0.27) | 0.12 | -3.90 | < .001 | -0.70 | -0.23 |
| Total model effect | 0.15 (0.09) | 0.11 | 1.36 | .173 | -0.07 | 0.37 |
| Direct effect (c’) | -0.26 (-0.15) | 0.10 | -2.49 | .013 | -0.46 | -0.05 |
| Total indirect effect | 0.40 (0.22) | 0.08 | 5.06 | < .001 | 0.25 | 0.57 |
| Neuroticism → Self-esteem → DE symptoms (Ind1) | 0.10 (0.06) | 0.05 | 1.98 | .048 | 0.01 | 0.20 |
| Neuroticism → Body dissatisfaction → DE symptoms (Ind2) | 0.18 (0.11) | 0.07 | 2.74 | .006 | 0.06 | 0.33 |
| Neuroticism → Self-esteem → Body dissatisfaction → DE symptoms (Ind3) | 0.12 (0.07) | 0.04 | 2.99 | .003 | 0.05 | 0.20 |
| Pairwise comparisons of indirect effects | ||||||
| Ind1 – Ind2 | -0.09 (-0.05) | 0.09 | -0.98 | .326 | -0.26 | 0.09 |
| Ind1 – Ind3 | -0.02 (-0.01) | 0.06 | -0.29 | .774 | -0.15 | 0.11 |
| Ind2 – Ind3 | 0.07 (0.04) | 0.09 | 0.77 | .440 | -0.10 | 0.24 |
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