| Literature DB >> 30934544 |
Julia Depa1, Juan Ramón Barrada2, María Roncero3.
Abstract
Recent research points to the bidimensional nature of orthorexia, with one dimension related to interest in healthy eating (healthy orthorexia) and another dimension related to a pathological preoccupation with eating healthily (orthorexia nervosa). Research was needed to provide further support for this differentiation. We examined the food-choice motives related to both aspects of orthorexia. Participants were 460 students from a Spanish university who completed the Teruel Orthorexia Scale and the Food Choice Questionnaire. By means of structural equation modeling, we analyzed the relationship between orthorexia, food-choice motives, gender, body mass index, and age. The motives predicting food choices in orthorexia nervosa and healthy orthorexia were quite different. In the case of orthorexia nervosa, the main motive was weight control, with sensorial appeal and affect regulation also showing significant associations. For healthy orthorexia, the main motive was health content, with sensorial appeal and price also showing significant associations. This supports the hypothesis that orthorexia nervosa is associated with maladaptive eating behavior motived more by weight control than by health concerns.Entities:
Keywords: disordered eating; eating disorders; food choice motives; healthy orthorexia; orthorexia nervosa
Mesh:
Year: 2019 PMID: 30934544 PMCID: PMC6470526 DOI: 10.3390/nu11030697
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Goodness of fit indices for the different models.
| Models |
|
| CFI | TLI | RMSEA |
|---|---|---|---|---|---|
| M1. FCQ 5 Factors | 1573.9 | 460 | 0.911 | 0.878 | 0.073 |
| M2. FCQ 6 Factors | 1283.4 | 429 | 0.932 | 0.900 | 0.066 |
| M3. FCQ 7 Factors | 1086.8 | 399 | 0.945 | 0.913 | 0.061 |
| M4. Short FCQ | 333.1 | 146 | 0.979 | 0.956 | 0.053 |
| M5. TOS & Short FCQ & Gender & BMI & Age | 1214.8 | 759 | 0.966 | 0.956 | 0.036 |
χ2 = Pearson chi-square test; df = degrees of freedom; TLI = Tucker–Lewis index; CFI = comparative fit index; RMSEA = root mean square error of approximation; TOS = Teruel Orthorexia Scale; FCQ = Food Choice Questionnaire. All p-values for the χ2 test were <0.001.
Figure 1Parallel analysis of the Food Choice Questionnaire (FCQ) responses.
Item loadings in the initial FCQ and Short FCQ and among factor correlations.
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| 01. Is easy to prepare | 0.05 | −0.13 |
| −0.01 | −0.02 | 0.03 | 0.02 | 0.01 | −0.11 |
| 0.00 | −0.02 | −0.02 | 0.00 | |
| * 02. Contains no additives | 0.26 | −0.06 | −0.19 |
| −0.04 |
| 0.12 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| 03. Is low in calories |
| −0.05 | 0.02 | 0.06 | 0.02 | 0.00 | 0.00 |
| −0.08 | −0.02 | 0.04 | 0.03 | 0.01 | 0.02 | |
| 04. Tastes good | −0.02 |
| 0.02 | 0.07 | −0.06 | −0.15 | 0.02 | 0.03 |
| 0.01 | 0.09 | 0.04 | −0.08 | −0.15 | |
| * 05. Contains natural ingredients | 0.10 | 0.05 | −0.09 |
| −0.07 |
| 0.06 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| 06. Is not expensive | 0.02 | 0.03 | 0.00 | −0.13 | 0.04 | 0.03 |
| 0.08 | 0.00 | −0.06 | −0.13 |
| −0.01 | 0.02 | |
| 07. Is low in fat |
| 0.06 | 0.03 | 0.10 | −0.03 | 0.02 | 0.02 |
| 0.04 | 0.01 | 0.08 | 0.03 | −0.03 | 0.03 | |
| * 08. Is familiar | 0.03 |
| −0.10 | 0.13 | 0.15 | −0.03 | −0.05 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| * 09. Is high in fiber and roughage |
| 0.01 | 0.00 |
| 0.06 | 0.17 | −0.06 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| 10. Is nutritious | 0.02 | 0.17 | −0.02 |
| −0.13 | 0.05 | −0.05 | 0.01 | 0.13 | −0.02 |
| −0.04 | −0.07 | 0.02 | |
| * 11. Is easily available in shops and supermarkets | 0.11 |
|
| 0.02 | −0.20 | −0.01 | 0.21 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| 12. Is good value for money | 0.03 |
| 0.15 | 0.04 | −0.14 | 0.05 |
| 0.03 | 0.18 | 0.05 | 0.10 |
| −0.05 | 0.03 | |
| * 13. Cheers me up | 0.09 |
| −0.04 | −0.08 |
| −0.02 | 0.10 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| 14. Smells nice | 0.01 |
| −0.11 | −0.19 | 0.22 | 0.08 | 0.05 | −0.02 |
| −0.11 | −0.08 | 0.08 | 0.23 | 0.05 | |
| 15. Can be cooked very simply | 0.07 | 0.03 |
| −0.05 | 0.09 | 0.01 | 0.05 | 0.02 | 0.03 |
| −0.03 | 0.03 | 0.09 | −0.02 | |
| 16. Helps me cope with stress | 0.25 | 0.06 | 0.09 | −0.09 |
| 0.09 | 0.00 | 0.20 | 0.06 | 0.11 | −0.09 | −0.02 |
| 0.07 | |
| 17. Helps me control my weight |
| 0.02 | 0.02 | 0.03 | 0.17 | −0.07 | −0.05 |
| 0.00 | 0.00 | 0.00 | −0.04 | 0.18 | −0.05 | |
| 18. Has a pleasant texture | 0.01 |
| 0.04 | −0.04 | 0.15 | 0.05 | −0.05 | 0.06 |
| 0.02 | −0.05 | −0.04 | 0.14 | 0.07 | |
| 19. Is packaged in an environmentally friendly way | −0.01 | 0.08 | 0.04 | 0.08 | −0.01 |
| 0.08 | 0.04 | 0.11 | 0.03 | 0.06 | 0.06 | −0.01 |
| |
| 20. Comes from countries I approve of politically | −0.03 | −0.02 | 0.07 | −0.02 | 0.00 |
| −0.05 | 0.04 | −0.05 | 0.02 | −0.01 | −0.01 | −0.02 |
| |
| * 21. Is like the food I ate when I was a child | −0.07 | 0.22 | 0.10 | 0.03 | 0.24 | 0.21 | −0.05 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| 22. Contains a lot of vitamins and minerals | 0.04 | −0.01 | 0.03 |
| 0.05 | 0.19 | −0.04 | 0.01 | −0.09 | −0.02 |
| 0.02 | 0.13 | 0.15 | |
| * 23. Contains no artificial ingredients | 0.16 | 0.00 | −0.26 |
| 0.04 |
| 0.12 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| 24. Keeps me awake/alert | 0.03 | −0.05 | −0.06 | 0.24 |
| −0.04 | 0.13 | 0.03 | −0.01 | −0.01 | 0.19 | 0.09 |
| −0.04 | |
| 25. Looks nice | −0.11 |
| 0.05 | 0.13 | 0.28 | −0.11 | −0.02 | −0.10 |
| 0.06 | 0.13 | −0.03 |
| −0.13 | |
| 26. Helps me relax | 0.03 | 0.04 | −0.05 | 0.12 |
| 0.07 | 0.04 | −0.03 | 0.02 | −0.03 | 0.10 | −0.01 |
| 0.01 | |
| 27. Is high in protein | 0.08 | −0.06 | 0.03 |
| 0.25 | 0.06 | −0.02 | 0.03 | −0.14 | 0.00 |
| 0.02 |
| 0.00 | |
| 28. Takes no time to prepare | 0.01 | −0.08 |
| −0.01 | 0.03 | −0.03 | 0.06 | 0.01 | −0.01 |
| −0.03 | 0.02 | −0.02 | −0.01 | |
| 29. Keeps me healthy | 0.12 | 0.01 | 0.02 |
| −0.02 | −0.07 | 0.01 | 0.20 | 0.04 | 0.03 |
| −0.02 | −0.03 | −0.02 | |
| 30. Is good for my skin/teeth/hair/nails, etc. | −0.05 | 0.01 | −0.02 |
| 0.24 | 0.10 | 0.07 | 0.04 | 0.05 | −0.01 |
| 0.05 | 0.21 | 0.14 | |
| * 31. Makes me feel good | −0.04 | 0.16 | 0.06 |
|
| −0.22 | 0.01 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| 32. Has the country of origin clearly marked | −0.16 | 0.02 | 0.03 | 0.21 | 0.05 |
| −0.07 | −0.11 | 0.00 | −0.02 | 0.22 | −0.03 | 0.03 |
| |
| * 33. Is what I usually eat | −0.03 | 0.20 | 0.20 | 0.17 | 0.14 | −0.03 | −0.12 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| * 34. Helps me to cope with life | −0.01 | −0.03 | 0.04 |
|
| 0.03 | −0.09 | ––– | ––– | ––– | ––– | ––– | ––– | ––– | |
| 35. Can be bought in shops close to where I live or work | −0.12 | 0.18 |
| 0.17 | 0.01 | 0.04 | 0.22 | −0.06 | 0.14 |
| 0.11 | 0.26 | 0.01 | 0.08 | |
| 36. Is cheap | −0.13 | −0.01 | 0.14 | 0.02 | 0.11 | −0.07 |
| −0.08 | −0.03 | 0.06 | 0.00 |
| 0.07 | −0.07 | |
| Interfactor Correlations | Interfactor Correlations | ||||||||||||||
| WeCo | SeAp | Co | HeCo | AfRe | So | Pr | WeCo | SeAp | Co | HeCo | Pr | AfRe | So | ||
| WeCo | WeCo | ||||||||||||||
| SeAp | 0.03 | SeAp | −0.01 | ||||||||||||
| Co | 0.02 | 0.20 | Co | 0.06 | 0.21 | ||||||||||
| HeCo | 0.45 | 0.27 | 0.03 | HeCo | 0.44 | 0.21 | 0.02 | ||||||||
| AfRe | 0.09 | 0.35 | 0.21 | 0.22 | Pr | 0.10 | 0.34 | 0.45 | 0.17 | ||||||
| So | 0.22 | 0.11 | 0.00 | 0.42 | 0.22 | AfRe | 0.16 | 0.32 | 0.20 | 0.25 | 0.18 | ||||
| Pr | 0.14 | 0.30 | 0.36 | 0.17 | 0.11 | 0.12 | So | 0.17 | 0.10 | 0.02 | 0.41 | 0.13 | 0.26 | ||
FCQ = Food Choice Questionnaire; WeCo = Weight Control; SeAp = Sensorial Appeal; Co = Convenience, HeCo = Health Content; Pr = Price; AfRe = Affect Regulation; So = Sociopolitical. Item wording with an asterisk (*) indicates that the item is not included in the Short FCQ. Loadings in bold indicate unsigned loadings above 0.30. Shaded cells indicate the factor where the item was assigned in the short FCQ. Underlined loadings indicate cross-loadings above 0.30 in the Short FCQ.
Correlations and descriptive statistics of TOS and FCQ.
| Correlations | Descriptive Statistics | |||||||
|---|---|---|---|---|---|---|---|---|
| HeOr | OrNe | Gender | BMI | Age | Mean | SD | Alpha | |
| TOS Healthy Orthorexia | 0.03 |
|
| 12.71 | 5.26 | 0.85 | ||
| TOS Orthorexia Nervosa |
| −0.09 |
|
| 4.32 | 4.05 | 0.84 | |
| Short FCQ Weight Control |
|
|
|
| 0.07 | 2.34 | 0.89 | 0.87 |
| Short FCQ Sensorial Appeal |
|
|
| -0.10 | 0.05 | 3.08 | 0.64 | 0.76 |
| Short FCQ Convenience |
| 0.04 | 0.01 | 0.02 | 0.01 | 2.68 | 0.74 | 0.84 |
| Short FCQ Health Content |
|
| −0.04 |
| 0.08 | 2.77 | 0.70 | 0.82 |
| Short FCQ Price |
| 0.07 | 0.09 |
| 0.01 | 2.89 | 0.68 | 0.81 |
| Short FCQ Affect Regulation | −0.09 |
|
| 0.01 | −0.07 | 2.11 | 0.82 | 0.77 |
| Short FCQ Sociopolitical |
|
| −0.01 | −0.07 | 0.08 | 1.99 | 0.84 | 0.80 |
TOS = Teruel Orthorexia Scale; FCQ = Food Choice Questionnaire. Gender is coded with a dummy variable where 0 = women and 1 = men. Bold values correspond to statistically significant results, p < 0.05.
Figure 2Structural model of the relationships between the seven food-choice motives and orthorexia. Solid lines correspond to statistically significant coefficients; dashed lines correspond to non-statistically significant coefficients. Gender is coded with a dummy variable where 0 = women and 1 = men. Ovals correspond to latent variables. Rectangles correspond to manifest variables. Bold values correspond to statistically significant coefficients, p < 0.05. Positive values correspond to positive coefficients in the structural model; negative values correspond to negative coefficients. WeCo = Weight Control; SeAp = Sensorial Appeal; Co = Convenience, HeCo = Health Content; Pr = Price; AfRe = Affect Regulation; So = Sociopolitical; HeOr = Healthy Orthorexia; OrNe = Orthorexia Nervosa.