| Literature DB >> 31952161 |
Marta Plichta1, Marzena Jezewska-Zychowicz1.
Abstract
Orthorexia nervosa (ON) may precede, ensue, or coexist with eating disorders (ED) and also affect eating behaviors. The aim of this study was to explore the dietary patterns (DPs) and other eating habits of people showing ON tendency, ED symptoms, and both ON tendency and ED symptoms, as well as those not showing either. The data for the study were collected from a sample of 1120 Polish college students through a cross-sectional survey in 2017. The questionnaire used in the survey included the ORTO-15, the Eating Disorder Screen for Primary Care (ESP), and the Food Frequency Questionnaire (FFQ-6), and the students were also asked questions about their eating habits and special diets. A factor analysis was conducted to identify the following five DPs: "high-sugar products and refined products," "meat and meat products," "alcohol," "high-fiber products and nuts," and "dairy products and whole-meal bread." Univariate logistic regression analyses were carried out to verify the associations between the variables. Students in the "ON and without ED" group were found to exhibit more healthy eating habits than the students in the "ED and without ON" group. The use of a special diet in the past and currently increased the risk of displaying ON tendency and ED symptoms. Students in the "ON and without ED" and "ON and ED" groups were characterized by less frequent consumption of high-sugar and refined products. Students who rarely consumed meat and related products were found to be less likely to display "ON and ED." In conclusion, different eating habits shown by people with ON tendency and ED symptoms confirmed the difference between ON and ED. However, the simultaneous displaying of ON and ED leads to the overlapping of specificity of eating habits, which can make the diagnosis based only on the eating habits difficult. Thus, there is still a need for further research involving the use of more sensitive tools that can better identify ON tendency and ED symptoms, as well as DPs.Entities:
Keywords: dietary patterns; eating disorders symptoms; eating habits; orthorexic tendency; students
Year: 2020 PMID: 31952161 PMCID: PMC7019551 DOI: 10.3390/nu12010218
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Factor-loading matrix for the dietary patterns (DPs) identified by factor analysis.
| Variables | High-Sugar and Refined Products | Meat and Meat Products | Alcohol | High-Fiber Products and Nuts | Dairy Products and Whole-Meal Bread |
|---|---|---|---|---|---|
| Sugar |
| 0.117 | 0.016 | −0.120 | −0.026 |
| Chocolate, chocolate candies and chocolate bars |
| −0.020 | −0.034 | −0.022 | 0.001 |
| Non chocolate candies |
| 0.082 | 0.059 | 0.083 | −0.099 |
| Biscuits and cookies |
| 0.006 | −0.027 | −0.013 | 0.114 |
| Salty snacks |
| 0.069 | 0.256 | −0.032 | −0.121 |
| Sweetened milk drinks |
| 0.044 | 0.061 | −0.012 | 0.258 |
| Refined bread |
| 0.129 | −0.077 | −0.244 | 0.017 |
| Dried fruits | −0.088 | −0.050 | −0.045 |
| 0.136 |
| Dried vegetables | 0.066 | 0.121 | 0.133 |
| −0.065 |
| Legumes | 0.008 | −0.052 | 0.023 |
| 0.035 |
| Nuts | −0.190 | 0.066 | −0.025 |
| 0.117 |
| Seeds (e.g., pumpkin, sesame, sunflower, wheat germ) | −0.155 | −0.043 | 0.032 |
| 0.118 |
| Beer | 0.160 | 0.080 |
| −0.077 | −0.056 |
| Red wine | −0.010 | −0.022 |
| 0.199 | 0.173 |
| White and rose wine | −0.012 | −0.072 |
| 0.116 | 0.187 |
| Vodka and strong liquor | 0.108 | 0.137 |
| −0.041 | −0.043 |
| Other animal fats | 0.220 |
| 0.102 | 0.205 | −0.098 |
| Sausages various types (e.g., luncheon meat, frankfurters, bacon) | 0.409 |
| 0.057 | −0.165 | −0.023 |
| High-quality cold cuts (e.g., ham, chicken sirloin, pork loin) | 0.300 |
| −0.006 | −0.212 | 0.146 |
| Meat products and offal (e.g., liver, black pudding, headcheese) | 0.285 |
| 0.094 | 0.058 | −0.096 |
| Red meat (e.g., pork, beef, veal) | 0.108 |
| −0.002 | −0.001 | 0.003 |
| Poultry meat and rabbit meat | 0.002 |
| 0.002 | −0.087 | 0.157 |
| Venison | 0.101 |
| 0.192 | 0.246 | −0.176 |
| Milk and natural milk drinks | 0.212 | −0.025 | 0.048 | −0.021 |
|
| Natural cottage cheese | 0.145 | 0.059 | 0.051 | 0.203 |
|
| Whole-meal bread | −0.086 | −0.096 | 0.005 | 0.148 |
|
| Variance Explained (%) | 13.6 | 11.5 | 11.4 | 9.4 | 8.9 |
| Total Variance Explained (%) | 54.8 | ||||
| Kaiser’s Measure of Sampling Adequacy: | 0.803 | ||||
* factor loadings ≥ 0.5 were bolded for each dietary patterns (factors).
Sociodemographic characteristics of participants.
| Variables | % | ||
|---|---|---|---|
| Gender | Male | 331 | 70.4 |
| Female | 789 | 29.6 | |
| Age | ≤19 | 404 | 36.1 |
| 20–22 | 388 | 34.6 | |
| 23–25 | 253 | 22.6 | |
| ≥26 | 75 | 6.7 | |
| Place of residence | Village | 318 | 28.4 |
| Town (≤100.000 inhabitants) | 319 | 28.5 | |
| City (>100.000 inhabitants) | 483 | 43.1 | |
| Level of education | Bachelor and engineering degree programs | 994 | 88.7 |
| Master degree programs | 126 | 11.3 | |
| College major | Health related | 547 | 48.8 |
| Nonhealth related | 573 | 51.2 | |
| BMI categories (kg/m2) | Underweight (BMI < 18.5) | 123 | 11.0 |
| Normal weight (18.5 ≥ BMI ≤ 24.9) | 817 | 72.9 | |
| Overweight (25.0 ≥ BMI ≤ 29.9) | 154 | 13.8 | |
| Obesity (BMI ≥ 30.0) | 26 | 2.3 | |
N—Number of participants; M—Mean; SD—Standard deviation; BMI—Body mass index.
Orthorexia nervosa tendency, eating disorders symptoms, and eating habits in the total sample and gender groups.
| Variables | Total Sample | Female | Male | Chi-Squared Test | |
|---|---|---|---|---|---|
| ON and without ED | 171 (15.3) | 111 (14.1) | 60 (18.1) | 2.97 | 0.085 |
| ED and without ON | 422 (37.7) | 332 (40.1) | 90 (27.2) | 22.01 | <0.0001 |
| ON and ED | 146 (13.0) | 108 (13.7) | 38 (11.5) | 1.01 | 0.316 |
| Neither ON nor ED | 381 (34.0) | 238 (30.2) | 143 (43.2) | 17.66 | <0.0001 |
| Number of meals a day | |||||
| One to two meals | 114 (10.2) | 76 (9.6) | 38 (11.5) | 4.88 | 0.087 |
| Three meals | 321 (28.7) | 214 (27.1) | 107 (32.3) | ||
| Four or more meals | 685 (61.1) | 499 (63.3) | 186 (56.2) | ||
| Regularity of eating meals | |||||
| No | 657 (58.7) | 462 (58.6) | 195 (58.9) | 0.01 | 0.912 |
| Yes | 463 (41.3) | 327 (41.4) | 136 (41.1) | ||
| Breaks between meals | |||||
| Less than 3 h | 70 (6.3) | 51 (6.5) | 19 (5.7) | 12.72 | 0.001 |
| 3–4 h | 771 (68.8) | 565 (71.6) | 206 (62.3) | ||
| More than 4 h | 279 (24.9) | 173 (21.9) | 106 (32.0) | ||
| Skipping breakfast | |||||
| No | 959 (85.6) | 685 (86.8) | 274 (82.8) | 3.09 | 0.079 |
| Yes | 161 (14.4) | 104 (13.2) | 57 (17.2) | ||
| Skipping dinner | |||||
| No | 1034 (92.3) | 726 (92.0) | 308 (93.1) | 0.35 | 0.552 |
| Yes | 86 (7.67) | 63 (8.0) | 23 (6.9) | ||
| Skipping supper | |||||
| No | 984 (87.9) | 686 (86.9) | 298 (90.0) | 2.08 | 0.150 |
| Yes | 136 (12.1) | 103 (13.1) | 33 (10.0) | ||
| Following a special diet in the past | |||||
| No | 651 (58.1) | 448 (56.8) | 203 (61.3) | 1.98 | 0.159 |
| Yes | 469 (41.9) | 341 (43.2) | 128 (38.7) | ||
| Currently following a special diet | |||||
| No | 979 (87.4) | 691 (87.6) | 288 (87.0) | 0.07 | 0.792 |
| Yes | 141 (12.6) | 98 (12.4) | 43 (13.0) | ||
ON–orthorexia nervosa; ED–eating disorders; N—number of participants.
Associations between orthorexia nervosa tendency and eating disorders symptoms by eating habits and dietary patterns (odds ratios with 95% confidence intervals).
| Eating Habits/Dietary Patterns | ON and without ED | ED and without ON | ON and ED | Neither ON Nor ED | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | |||||
| Number of meals a day | ||||||||||||
| One to two meals | 0.24 | 0.09; 0.61 | 0.003 | 2.24 | 1.47; 3.39 | <0.001 | 0.51 | 0.22; 1.22 | 0.131 | 0.89 | 0.58; 1.38 | 0.606 |
| Three meals | 0.48 | 0.30; 0.75 | 0.001 | 1.40 | 1.05; 1.87 | 0.021 | 1.21 | 0.78; 1.87 | 0.406 | 0.92 | 0.69; 1.24 | 0.924 |
| Four or more meals (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Regularity of eating meals | ||||||||||||
| No | 0.30 | 0.20; 0,44 | <0.0001 | 2.35 | 1.78; 3.09 | <0.0001 | 0.79 | 0.52; 1.19 | 0.266 | 0.86 | 0.66; 1.12 | 0.271 |
| Yes (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Breaks between meals | ||||||||||||
| Less than three hours | 0.83 | 0.38; 1.79 | 0.825 | 0.57 | 0.23; 1.50 | 0.267 | 1.90 | 0.95; 3.83 | 0.071 | 1.23 | 0.72; 2.10 | 0.443 |
| More than four hours | 0.42 | 0.25; 0.71 | 0.001 | 1.49 | 1.12; 2.01 | 0.007 | 0.83 | 0.50; 1.37 | 0.461 | 1.01 | 0.74; 1.36 | 0.983 |
| Three to four hours (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Skipping breakfast | ||||||||||||
| No | 1.52 | 0.85; 2.74 | 0.158 | 0.76 | 0.54; 1.09 | 0.137 | 1.24 | 0.67; 2.27 | 0.498 | 1.02 | 0.71; 1.46 | 0.933 |
| Yes (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Skipping dinner | ||||||||||||
| No | 6.33 | 1.54; 26.07 | 0.011 | 0.56 | 0.35; 0.89 | 0.014 | 1.79 | 0.71; 4.53 | 0.221 | 0.93 | 0.58; 1.49 | 0.756 |
| Yes (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Skipping supper | ||||||||||||
| No | 2.70 | 1.23; 5.93 | 0.013 | 0.59 | 0.41; 0.87 | 0.008 | 1.51 | 0.74; 3.08 | 0.254 | 1.04 | 0.70; 1.55 | 0.840 |
| Yes (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Following a special diet in the past | ||||||||||||
| No | 0.81 | 0.56; 1.92 | 0.290 | 0.74 | 0.57; 0.96 | 0.026 | 0.34 | 0.23; 0.52 | <0.0001 | 2.69 | 1.69; 4.28 | <0.0001 |
| Yes (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| Currently following a special diet | ||||||||||||
| No | 0.36 | 0.23; 0.54 | <0.0001 | 0.40 | 0.26; 0.62 | <0.0001 | 0.26 | 0.17; 0.38 | <0.0001 | 2.65 | 1.69; 4.17 | <0.0001 |
| Yes (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| “High-sugar products and refined products” DP | ||||||||||||
| Bottom tertile | 1.66 | 1.05; 2.64 | 0.032 | 0.98 | 0.72; 1.35 | 0.931 | 1.67 | 0.98; 2.82 | 0.050 | 0.66 | 0.48; 0.90 | 0.009 |
| Middle tertile | 1.27 | 0.78; 2.04 | 0.336 | 1.18 | 0.86; 1.61 | 0.291 | 1.54 | 0.91; 2.62 | 0.109 | 0.65 | 0.47; 0.89 | 0.007 |
| Upper tertile (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| “Meat and meat products” DP | ||||||||||||
| Bottom tertile | 1.12 | 0.72; 1.75 | 0.616 | 0.86 | 0.63; 1.18 | 0.355 | 0.58 | 0.34; 0.98 | 0.043 | 1.34 | 0.98; 1.84 | 0.071 |
| Middle tertile | 0.88 | 0.55; 1.39 | 0.583 | 1.14 | 0.83; 1.56 | 0.414 | 1.01 | 0.63; 1.62 | 0.965 | 0.92 | 0.67; 1.28 | 0.619 |
| Upper tertile (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| “Alcohol” DP | ||||||||||||
| Bottom tertile | 1.26 | 0.79; 1.99 | 0.909 | 1.02 | 0.74; 1.40 | 0.896 | 0.72 | 0.43; 1.20 | 0.209 | 0.99 | 0.72; 1.36 | 0.973 |
| Middle tertile | 1.14 | 0.72; 1.81 | 0.567 | 1.23 | 0.90; 1.68 | 0.189 | 0.88 | 0.54; 1.43 | 0.612 | 0.79 | 0.58; 1.09 | 0.159 |
| Upper tertile (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| “High-fiber products and nuts” DP | ||||||||||||
| Bottom tertile | 0.87 | 0.55; 1.36 | 0.529 | 1.14 | 0.83; 1.56 | 0.428 | 1.16 | 0.71; 1.87 | 0.558 | 0.89 | 0.65; 1.22 | 0.461 |
| Middle tertile | 0.84 | 0.54; 1.32 | 0.456 | 1.34 | 0.98; 1.83 | 0.070 | 0.78 | 0.46; 1.32 | 0.347 | 0.88 | 0.64; 1.22 | 0.460 |
| Upper tertile (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
| “Dairy products and whole-meal bread” DP | ||||||||||||
| Bottom tertile | 0.91 | 0.57; 1.45 | 0.688 | 0.99 | 0.73; 1.35 | 0.959 | 0.79 | 0.47; 1.33 | 0.377 | 1.15 | 0.84; 1.59 | 0.382 |
| Middle tertile | 1.15 | 0.74; 1.75 | 0.531 | 0.87 | 0.63; 1.18 | 0.364 | 1.08 | 0.66; 1.75 | 0.763 | 1.05 | 0.76; 1.44 | 0.781 |
| Upper tertile (ref.) | 1 | - | - | 1 | - | - | 1 | - | - | 1 | - | - |
Ref., reference group; OR, point estimate (eβ); (95% CI), 95% Wald Confidence; ON–orthorexia nervosa; ED–eating disorders; DP–dietary patterns.