Abstract
Background
Objective
Design
Participants
Main outcomes
Statistical analysis
Results
Conclusion
Keywords
- Aziz I.
- Palsson O.S.
- Törnblom H.
- Sperber A.D.
- Whitehead W.E.
- Simrén M.
Materials and Methods

LimeSurvey GmbH/LimeSurvey. Version 3.0. Hamburg, Germany; December 28, 2017. http://www.limesurvey.org. Accessed February 18, 2018.
IBS Characteristics
First author (year) | Questionnaire | Method | Validity measures | Additional research |
---|---|---|---|---|
Roalfe (2008) 25 | Birmingham Questionnaire: 14 items on a 6-point Likert scale. Gives a score for pain, diarrhea, and constipation of the last 4 wk. | Retest 1 week later, based on Rome II questionnaire. Compared with IBS-QoL. | Pain: Cronbach α = .74, validity r = −0.4 to −0.6, reproducibility ICC = 0.75. Constipation: Cronbach α = .79, validity r = −0.1 to −0.3, reproducibility ICC = 0.78. Diarrhea: Cronbach α = .90, validity r = −0.3 to −0.5, reproducibility ICC = 0.81. Overall: Cronbach α = .75, validity r = −0.5 to −0.7, reproducibility ICC = 0.78. | |
Blake (2016) 24 LimeSurvey GmbH/LimeSurvey. Version 3.0. Hamburg, Germany; December 28, 2017. http://www.limesurvey.org. Accessed February 18, 2018. | Bristol stool chart has 7 types of different stool with pictures. | Comparison with stool water, classification by experts, and comparison between IBS-D and healthy and duplicate stools. | Correlation with stool water r = 0.49. Differences between healthy patients and patients with IBS-D was found (P < .0001). Overall, 977/1204 (81%) of the stools were correctly classified: substantial accuracy = 0.78. Sustainable reliability was 76%, but lower reliability for type 2 (63%) and type 3 (62%). | |
Zigmond (1983) 29 | HADS; 11 items on a 5-point Likert scale. Ranges from 0 to 21. A score ≥8 indicates having anxious or depressive symptoms. | Compared with psychological interviews | Anxiety: internal consistency between each item and total score = 0.41 to 0.76, correlation with interview r = 0.74, 5% false-positive, 1% false-negative. Depression: internal consistency between each item and total score = 0.30 to 0.60. Correlation with interview r = 0.70. 1% false-positive, 1% false-negative. | Literature review by Bjeland et al compared 19 studies that investigated validity of the HADS. They conclude that the HADS performs well as a screening questionnaire for separate dimensions of anxiety and depression. 30 |
Patrick (1998) 27 | IBS-QoL, 34 items on a 5-point Likert scale. The score ranges from 0 to 100; 100 indicating good QoL. | Retest 1 wk later, compared with SF-36, PWGB, SCL90-R | Overall: Cronbach α = .95, internal reliability = 0.95, reproducibility ICC = 0.86. Subscales: Cronbach α = .74-.92, reproducibility ICC = 0.65-0.89. | Andrea et al reproduced the original article, but with a special focus on patients with IBS-D. Was compared with HRQOL. The questionnaire demonstrated very good construct validity. 28 |
Francis (1997) 12 | IBS-SSS. Includes 5 items regarding pain (intensity and number of days), abdominal distention, satisfaction of bowel habit, and interference of daily life of the last 10 d on a 10-point scale. Gives a score between 0 and 500, and groups of severity can be made: mild (≤175), moderate (175-300), and severe (≥300) IBS. | Three different groups of IBS patients, comparison with clinical rating by gastroenterologists, retest 1 d later. | Good reproducibility (Δ6 range: −107;75 on a score from 0 to 500). Able to pick up improvements after treatment. | Literature review by Mujagic et al concludes that IBS-SSS includes the largest number of questions related to pain and “appears to be the best retrospective instrument that can be used for the assessment of broader GI-symptom severity in IBS, including abdominal pain.” 26 |
Psychological Assessment
Dietary Triggers

Statistical Analysis
Results
Participant Characteristics
Characteristic | IBS Subtypes | IBS Severity Groups | |||||||
---|---|---|---|---|---|---|---|---|---|
IBS-C (n = 545) | IBS-D (n = 557) | IBS-M (n= 420) | IBS-U (n = 79) | P value | Mild IBS (n = 174) | Moderate IBS (n= 661) | Severe IBS (n = 766) | P value | |
←median (interquartile range)→ | |||||||||
Age (y) | 47 (28-59) | 48 (31-61) | 47 (29-60) | 40 (24-57) | .040 | 53 (32-64) | 48 (29-62) | 44 (28-58) | .000 |
←n (%)→ | |||||||||
Male sex | 82 (15) | 123 (22) | 66 (16) | 20 (25) | .003 | 48 (28) | 135 (20) | 108 (14) | .000 |
←mean ± SD→ | |||||||||
BMI, self-reported | 23.2 ± 3.9 | 24.5 ± 4.4 | 24.1 ± 4.1 | 22.7 ± 3.4 | .000 | 23.5 ± 3.4 | 23.7 ± 3.8 | 24.2 ± 4.5 | .049 |
←n (%)→ | |||||||||
Current smokers | 35 (6) | 46 (8) | 36 (9) | 6 (8) | .583 | 8 (5) | 35 (5) | 80 (10) | .000 |
Educational level | .067 | .002 | |||||||
High school or vocational secondary education | 126 (23) | 143 (26) | 135 (32) | 16 (20) | 40 (23) | 154 (23) | 228 (30) | ||
Higher or academic education | 419 (77) | 414 (74) | 283 (68) | 63 (80) | 134 (77) | 507 (77) | 538 (70) | ||
←mean ± SD→ | |||||||||
IBS-SSS | 275 ± 85 | 288 ± 81 | 293 ± 88 | 300 ± 79 | .004 | ||||
←n (%)→ | |||||||||
IBS-SSS groups | .013 | N/A | N/A | N/A | |||||
Mild (≤175) | 71 (13) | 49 (9) | 51 (12) | 3 (4) | |||||
Moderate (175-300) | 234 (43) | 242 (43) | 152 (36) | 33 (42) | |||||
Severe (≥300) | 240 (44) | 266 (48) | 217 (52) | 43 (54) | |||||
IBS subtypes | N/A | N/A | N/A | N/A | |||||
IBS-C | 71 (41) | 234 (35) | 240 (31) | .013 | |||||
IBS-D | 49 (28) | 242 (37) | 266 (35) | ||||||
IBS-M | 51 (29) | 152 (23) | 217 (28) | ||||||
IBS-U | 3 (2) | 33 (5) | 43 (6) | ||||||
←mean ± SD→ | |||||||||
Birmingham score | |||||||||
Constipation | 51.2 ± 25 | 21.2 ± 19 | 43.3 ± 24 | 32.6 ± 18 | .000 | 29.8 ± 24 | 36.2 ± 25 | 41.0 ± 27 | .000 |
Diarrhea | 13.5 ± 11 | 33.0 ± 18 | 26.3 ± 15 | 17.6 ± 14 | .000 | 16.6 ± 13 | 20.7 ± 15 | 28.2 ± 19 | .000 |
Pain | 45.8 ± 19 | 48.7 ± 19, | 49.2 ± 19 | 47.8 ± 17 | .021 | 24.7 ± 12 | 41 ± 14 | 58.8 ± 16 | .000 |
IBS-QoL | 75.5 ± 18 | 70.7 ± 20 | 71.1 ± 20 | 73.9 ± 20 | .000 | 87.9 ± 9 | 79.1 ± 14 | 63.5 ± 20 | .000 |
←median (interquartile range)→ | |||||||||
Anxiety score | 6 (4-10) | 6 (4-10) | 6 (4-9) | 6 (4-10) | .636 | 4 (3-7) | 6 (4-9) | 7 (5-11) | .000 |
←n (%)→ | |||||||||
Having anxious symptoms | 214 (39) | 228 (41) | 159 (38) | 33 (42) | .770 | 37 (21) | 228 (34) | 369 (48) | .000 |
Depression score median (IQR) | 3 (1-6) | 3 (1-6) | 3 (1-7) | 3 (1-6) | .198 | 1 (0-3) | 3 (1-5) | 4 (2-8) | .000 |
Having depressive symptoms n (%) | 88 (16) | 102 (18) | 84 (20) | 8 (10) | .127 | 8 (5) | 79 (12) | 195 (25) | .000 |
LimeSurvey GmbH/LimeSurvey. Version 3.0. Hamburg, Germany; December 28, 2017. http://www.limesurvey.org. Accessed February 18, 2018.
Self-Reported Dietary Trigger Differences Between IBS Subtypes and Severity Groups
Associations Between Food Score and IBS Characteristics
Food score stratified | P value | |
---|---|---|
IBS subtypes | mean ± SD | |
IBS-C (n = 518) | 30.9 ± 19 | .073 |
IBS-D (n = 531) | 33.8 ± 20 | |
IBS-M (n = 403) | 33.1 ± 20 | |
IBS-U (n = 75) | 30.0 ± 22 | |
IBS-SSS | ||
Mild (n = 166) | 20.9 ± 17 | .000 |
Moderate (n = 629) | 29.2 ± 19 | |
Severe (n = 732) | 37.9 ± 20 c Food score data are missing of 74 participants. The food score can range from 0 to 100: a score of 100 indicates that a participant responds to all products severely, and 0 indicates that a participant experienced no complaints to any of the triggers. Self-reported data are obtained using validated questionnaires such as the IBS-SSS,12 IBS-QoL (range 0-100; 100 indicates good QoL),27 Birmingham questionnaire,25 Hospital Anxiety and Depression score (range from 0-21, score ≥8 indicates substantial anxious or depressive symptoms),29,30 and the Bristol stool chart, which was used to compute the IBS subtypes,24 based on the three most frequent habitual stool types. Multiple linear regression data are reported as ß with 95% CIs, including the P value of the ß. The food score was the independent variable, and IBS-QoL, IBS-SSS, anxiety and depression were dependent variables. | |
Age | ||
<47 years (n = 774) | 33.3 ± 19 | .095 |
≥47 years (n = 753) | 31.6 ± 21 | |
Sex | ||
Male (n = 263) | 28.3 ± 21 | .000 |
Female (n = 1264) | 33.4 ± 20 | |
Having depressive symptoms | ||
No (n = 1258) | 31.4 ± 20 | .000 |
Yes (n = 269) | 37.4 ± 20 | |
Having anxious symptoms | ||
No (n = 921) | 30.7 ± 20 | .000 |
Yes (n = 606) | 35.2 ± 20 | |
IBS-QoL | ||
<77.9 (n = 760) | 38.5 ± 19 | .000 |
>77.9 (n = 767) | 26.5 ± 19 | |
Multiple linear regression | ß (95% CI) | |
IBS-QoL | ||
Crude | −.33 (−.38 to −.28) | .000 |
Model 1 | −.32 (−.36 to −.27) | .000 |
Model 2 | −.23 (−.27 to −.19) | .000 |
IBS-SSS | ||
Crude | 1.39 (1.19-1.59) | .000 |
Model 1 | 1.34 (1.14-1.54) | .000 |
Model 2 | 1.16 (0.97-1.36) | .000 |
Anxiety | ||
Crude | 0.03 (0.02 to 0.04) | .000 |
Model 1 | 0.03 (0.02 to 0.04) | .000 |
Depression | ||
Crude | 0.03 (0.02-0.04) | .000 |
Model 1 | 0.03 (0.02-0.04) | .000 |
LimeSurvey GmbH/LimeSurvey. Version 3.0. Hamburg, Germany; December 28, 2017. http://www.limesurvey.org. Accessed February 18, 2018.
LimeSurvey GmbH/LimeSurvey. Version 3.0. Hamburg, Germany; December 28, 2017. http://www.limesurvey.org. Accessed February 18, 2018.
Multiple Correspondence Analysis for Crude Dietary Trigger Data

Discussion
Supplementary Materials
Dietary triggers | Complaints | IBS-C (n = 545) | IBS-D (n = 557) | IBS-M (n = 420) | IBS-U (n = 79) | P value |
---|---|---|---|---|---|---|
←n (%)→ | ||||||
Grains (whole wheat, rye, barley) | None | 168 (31) | 161 (29) | 116 (28) | 26 (33) | .411 |
Little | 109 (20) | 133 (24) | 96 (23) | 20 (25) | ||
Severe | 100 (18) | 107 (19) | 101 (24) | 18 (23) | ||
Grains (spelt, gluten free) | None | 237 (43) | 228 (41) | 182 (43) | 41 (52) | .074 |
Little | 80 (15) | 101 (18) | 61 (15) | 6 (8) | ||
Severe | 12 (2) | 22 (4) | 17 (4) | 4 (5) | ||
Bread | None | 176 (32) | 169 (30) | 130 (31) | 31 (39) | .085 |
Little | 140 (26) | 160 (29) | 112 (27) | 12 (15) | ||
Severe | 89 (16) | 94 (17) | 89 (21) | 19 (24) | ||
Pasta | None | 176 (32) | 188 (34) | 135 (32) | 29 (37) | .626 |
Little | 129 (24) | 124 (22) | 106 (25) | 18 (23) | ||
Severe | 80 (15) | 100 (18) | 86 (21) | 15 (19) | ||
Cereal | None | 185 (34) | 167 (30) | 139 (33) | 26 (33) | .337 |
Little | 69 (13) | 69 (12) | 42 (10) | 11 (14) | ||
Severe | 40 (7) | 55 (10) | 46 (11) | 9 (11) | ||
Yeast | None | 113 (21) | 115 (21) | 90 (21) | 25 (32) | .027 |
Little | 74 (14) | 53 (10) | 49 (12) | 7 (9) | ||
Severe | 40 (7) | 67 (12) | 38 (9) | 6 (8) | ||
Spicy foods | None | 138 (25) | 97 (17) | 82 (20) | 20 (25) | .007 |
Little | 140 (26) | 181 (32) | 125 (30) | 23 (29) | ||
Severe | 134 (25) | 162 (29) | 135 (32) | 22 (28) | ||
Vegetables | None | 292 (54) | 299 (54) | 227 (54) | 45 (57) | .717 |
Little | 120 (22) | 138 (25) | 107 (26) | 21 (27) | ||
Severe | 24 (4) | 22 (4) | 22 (5) | 1 (1) | ||
Cabbage | None | 105 (19) | 94 (17) | 80 (19) | 23 (29) | .249 |
Little | 162 (30) | 178 (32) | 127 (30) | 19 (24) | ||
Severe | 158 (29) | 169 (30) | 144 (34) | 26 (33) | ||
Onion | None | 140 (26) | 118 (21) | 88 (21) | 20 (25) | .153 |
Little | 137 (25) | 155 (28) | 114 (27) | 18 (23) | ||
Severe | 154 (28) | 177 (32) | 156 (37) | 24 (30) | ||
Garlic | None | 194 (36) | 172 (31) | 144 (34) | 23 (29) | .372 |
Little | 95 (17) | 124 (22) | 90 (21) | 18 (23) | ||
Severe | 92 (17) | 104 (19) | 83 (20) | 16 (20) | ||
Potatoes | None | 317 (58) | 293 (53) | 223 (53) | 50 (63) | .011 |
Little | 67 (12) | 104 (19) | 75 (18) | 13 (17) | ||
Severe | 23 (4) | 35 (6) | 34 (8) | 3 (4) | ||
Peppers | None | 287 (53) | 250 (45) | 186 (44) | 46 (58) | .003 |
Little | 85 (16) | 108 (19) | 77 (18) | 10 (13) | ||
Severe | 38 (7) | 63 (11) | 53 (13) | 5 (6) | ||
Tomato | None | 323 (59) | 307 (55) | 258 (61) | 58 (73) | .016 |
Little | 63 (12) | 86 (15) | 49 (12) | 3 (4) | ||
Severe | 23 (4) | 35 (6) | 24 (6) | 3 (4) | ||
Mushroom | None | 266 (49) | 266 (48) | 211 (50) | 39 (49) | .576 |
Little | 70 (13) | 89 (16) | 58 (14) | 13 (17) | ||
Severe | 37 (7) | 47 (8) | 43 (10) | 8 (10) | ||
Beans and legumes | None | 128 (24) | 136 (24) | 111 (26) | 26 (33) | .455 |
Little | 163 (30) | 179 (32) | 123 (29) | 18 (23) | ||
Severe | 123 (23) | 132 (24) | 114 (27) | 20 (25) | ||
Greasy foods | None | 71 (13) | 92 (17) | 71 (17) | 21 (27) | .084 |
Little | 158 (29) | 152 (27) | 107 (26) | 17 (22) | ||
Severe | 194 (36) | 215 (39) | 167 (40) | 28 (35) | ||
Sauces | None | 122 (24) | 120 (22) | 100 (24) | 23 (29) | .569 |
Little | 111 (20) | 141 (25) | 94 (22) | 19 (24) | ||
Severe | 88 (16) | 91 (16) | 76 (18) | 10 (13) | ||
Chocolate | None | 235 (43) | 228 (41) | 183 (43) | 46 (58) | .236 |
Little | 111 (20) | 116 (21) | 98 (23) | 10 (13) | ||
Severe | 54 (10) | 63 (11) | 43 (10) | 7 (9) | ||
Fries and fried foods | None | 108 (20) | 117 (21) | 87 (21) | 23 (29) | .211 |
Little | 162 (30) | 152 (27) | 116 (28) | 19 (24) | ||
Severe | 125 (23) | 159 (29) | 122 (29) | 17 (22) | ||
Chips | None | 180 (33) | 175 (31) | 143 (34) | 30 (40) | .580 |
Little | 111 (20) | 133 (24) | 87 (21) | 15 (19) | ||
Severe | 56 (10) | 66 (12) | 57 (14) | 8 (10) | ||
Dessert of animal protein | None | 170 (31) | 144 (26) | 127 (30) | 31 (39) | .053 |
Little | 102 (19) | 101 (18) | 78 (19) | 6 (76) | ||
Severe | 97 (18) | 120 (22) | 85 (20) | 15 (19) | ||
Plant-based dessert | None | 209 (38) | 227 (41) | 159 (38) | 36 (46) | .989 |
Little | 46 (8) | 54 (10) | 38 (9) | 6 (8) | ||
Severe | 15 (3) | 15 (3) | 11 (3) | 3 (4) | ||
Beef | None | 265 (49) | 269 (48) | 240 (57) | 42 (53) | .264 |
Little | 66 (12) | 81 (15) | 50 (12) | 8 (10) | ||
Severe | 15 (3) | 25 (4) | 23 (5) | 5 (6) | ||
Eggs | None | 318 (58) | 311 (56) | 261 (62) | 45 (57) | .242 |
Little | 88 (16) | 108 (19) | 68 (16) | 15 (19) | ||
Severe | 25 (5) | 31 (6) | 20 (5) | 0 (0) | ||
Processed meat | None | 148 (27) | 143 (26) | 145 (35) | 26 (33) | .371 |
Little | 64 (12) | 86 (15) | 61 (15) | 9 (11) | ||
Severe | 34 (6) | 44 (8) | 30 (7) | 8 (10) | ||
Pork | None | 173 (32) | 178 (32) | 156 (37) | 28 (35) | .950 |
Little | 65 (12) | 78 (14) | 66 (16) | 12 (15) | ||
Severe | 35 (6) | 37 (7) | 29 (7) | 8 (10) | ||
Chicken | None | 349 (64) | 345 (62) | 300 (71) | 53 (67) | .172 |
Little | 29 (5) | 50 (9) | 28 (7) | 4 (5) | ||
Severe | 3 (1) | 7 (1) | 5 (1) | 0 (0) | ||
Fish | None | 343 (63) | 330 (59) | 266 (63) | 47 (60) | .020 |
Little | 36 (7) | 64 (12) | 34 (8) | 8 (10) | ||
Severe | 11 (2) | 15 (3) | 18 (4) | 0 (0) | ||
Dairy | None | 193 (35) | 157 (28) | 129 (31) | 28 (35) | .106 |
Little | 124 (23) | 130 (23) | 104 (25) | 15 (19) | ||
Severe | 91 (17) | 122 (22) | 89 (21) | 13 (17) | ||
Cheese | None | 274 (50) | 247 (44) | 220 (52) | 37 (47) | .217 |
Little | 104 (19) | 138 (25) | 87 (21) | 15 (19) | ||
Severe | 41 (8) | 51 (9) | 36 (9) | 6 (8) | ||
Milk | None | 172 (32) | 138 (25) | 112 (27) | 28 (35) | .058 |
Little | 81 (15) | 90 (16) | 78 (19) | 9 (11) | ||
Severe | 106 (19) | 133 (24) | 90 (21) | 15 (19) | ||
Fruit | None | 288 (53) | 271 (49) | 210 (50) | 47 (60) | .242 |
Little | 141 (26) | 153 (28) | 121 (29) | 15 (19) | ||
Severe | 26 (6) | 37 (7) | 32 (8) | 4 (5) | ||
Orange | None | 288 (53) | 281 (50) | 211 (50) | 49 (62) | .060 |
Little | 57 (16) | 92 (17) | 70 (17) | 10 (13) | ||
Severe | 46 (8) | 54 (10) | 51 (12) | 1 (1) | ||
Apple | None | 269 (49) | 260 (47) | 210 (50) | 46 (58) | .193 |
Little | 82 (15) | 100 (18) | 74 (18) | 6 (8) | ||
Severe | 82 (15) | 79 (14) | 60 (14) | 8 (10) | ||
Banana | None | 342 (63) | 343 (62) | 255 (61) | 54 (68) | .370 |
Little | 71 (13) | 77 (14) | 62 (15) | 7 (9) | ||
Severe | 34 (6) | 24 (4) | 30 (7) | 3 (4) | ||
Grapes | None | 295 (54) | 273 (49) | 212 (51) | 40 (51) | .161 |
Little | 89 (16) | 110 (20) | 71 (17) | 11 (14) | ||
Severe | 31 (6) | 33 (6) | 38 (9) | 7 (9) | ||
Citrus | None | 256 (47) | 223 (40) | 183 (44) | 41 (52) | .013 |
Little | 95 (17) | 104 (19) | 73 (17) | 10 (13) | ||
Severe | 36 (7) | 63 (11) | 46 (11) | 3 (4) | ||
Alcohol | None | 152 (28) | 120 (22) | 109 (26) | 24 (30) | .033 |
Little | 148 (27) | 138 (25) | 110 (26) | 18 (23) | ||
Severe | 70 (13) | 107 (19) | 61 (15) | 12 (15) | ||
Coffee | None | 203 (37) | 170 (31) | 164 (39) | 26 (33) | .040 |
Little | 143 (26) | 152 (27) | 90 (21) | 19 (24) | ||
Severe | 45 (8) | 66 (12) | 48 (11) | 7 (9) | ||
Tea | None | 413 (76) | 401 (72) | 309 (74) | 62 (79) | .436 |
Little | 37 (7) | 53 (10) | 39 (9) | 5 (6) | ||
Severe | 6 (1) | 7 (1) | 9 (21) | 1 (1) | ||
Soda | None | 103 (19) | 109 (20) | 85 (20) | 15 (19) | .969 |
Little | 100 (18) | 102 (18) | 82 (20) | 12 (15) | ||
Severe | 51 (9) | 52 (9) | 44 (11) | 4 (5) | ||
Soda, light | None | 93 (17) | 99 (18) | 81 (19) | 13 (17) | .982 |
Little | 64 (12) | 67 (12) | 55 (13) | 10 (13) | ||
Severe | 54 (10) | 50 (9) | 41 (10) | 5 (6) | ||
Nuts and seeds | None | 296 (54) | 313 (56) | 218 (52) | 42 (53) | .468 |
Little | 98 (18) | 96 (17) | 87 (21) | 11 (14) | ||
Severe | 24 (4) | 31 (6) | 5 (6) | 5 (6) |
Dietary triggers | Complaints | Mild IBS (n = 174) | Moderate IBS (n = 661) | Severe IBS (n = 766) | P value |
---|---|---|---|---|---|
←n (%)→ | |||||
Grains (whole wheat, rye, barley) | None | 81 (47) | 224 (34) | 166 (22) | .000 |
Little | 31 (18) | 150 (23) | 177 (23) | ||
Severe | 16 (9) | 108 (16) | 202 (26) | ||
Grains (spelt, gluten free) | None | 89 (51) | 299 (45) | 300 (39) | .000 |
Little | 11 (6) | 89 (13) | 148 (19) | ||
Severe | 3 (2) | 15 (2) | 37 (5) | ||
Bread | None | 84 (48) | 239 (36) | 183 (24) | .000 |
Little | 38 (22) | 173 (26) | 213 (28) | ||
Severe | 18 (10) | 89 (13) | 184 (24) | ||
Pasta | None | 86 (49) | 248 (37) | 194 (25) | .000 |
Little | 30 (17) | 149 (22) | 198 (26) | ||
Severe | 15 (9) | 85 (13) | 181 (24) | ||
Cereal | None | 82 (47) | 246 (37) | 189 (25) | .000 |
Little | 13 (7) | 66 (10) | 112 (15) | ||
Severe | 11 (6) | 45 (7) | 94 (12) | ||
Yeast | None | 52 (30) | 166 (25) | 125 (16) | .000 |
Little | 20 (11) | 77 (12) | 86 (11) | ||
Severe | 10 (6) | 49 (7) | 93 (12) | ||
Spicy foods | None | 60 (34) | 149 (22) | 128 (17) | .000 |
Little | 53 (30) | 209 (32) | 207 (27) | ||
Severe | 19 (11) | 171 (26) | 263 (34) | ||
Vegetables | None | 128 (74) | 384 (58) | 351 (46) | .000 |
Little | 20 (11) | 138 (21) | 228 (30) | ||
Severe | 2 (1) | 17 (3) | 50 (6) | ||
Cabbage | None | 57 (33) | 137 (21) | 108 (14) | .000 |
Little | 53 (30) | 218 (33) | 215 (28) | ||
Severe | 32 (18) | 178 (27) | 387 (37) | ||
Onion | None | 68 (39) | 174 (26) | 124 (16) | .000 |
Little | 42 (24) | 185 (28) | 197 (26) | ||
Severe | 36 (21) | 185 (28) | 290 (38) | ||
Garlic | None | 85 (49) | 250 (38) | 198 (26) | .000 |
Little | 27 (15) | 127 (19) | 173 (23) | ||
Severe | 20 (11) | 103 (16) | 172 (23) | ||
Potatoes | None | 118 (68) | 397 (60) | 368 (48) | .000 |
Little | 18 (10) | 94 (14) | 147 (19) | ||
Severe | 6 (3) | 24 (4) | 65 (8) | ||
Peppers | None | 107 (61) | 340 (51) | 322 (42) | .000 |
Little | 21 (12) | 105 (16) | 154 (20) | ||
Severe | 12 (7) | 61 (9) | 86 (11) | ||
Tomato | None | 123 (71) | 424 (64) | 399 (52) | .000 |
Little | 10 (6) | 67 (10) | 124 (16) | ||
Severe | 7 (4) | 29 (4) | 49 (6) | ||
Mushroom | None | 108 (62) | 353 (53) | 321 (42) | .000 |
Little | 17 (10) | 77 (12) | 136 (18) | ||
Severe | 7 (4) | 47 (7) | 81 (11) | ||
Beans and legumes | None | 63 (36) | 182 (27) | 156 (20) | .000 |
Little | 57 (33) | 202 (31) | 224 (29) | ||
Severe | 29 (17) | 145 (22) | 215 (28) | ||
Greasy foods | None | 38 (22) | 106 (16) | 111 (14) | .000 |
Little | 56 (32) | 196 (30) | 182 (24) | ||
Severe | 42 (24) | 239 (36) | 323 (42) | ||
Sauces | None | 63 (36) | 170 (26) | 132 (17) | .000 |
Little | 37 (21) | 136 (21) | 192 (25) | ||
Severe | 13 (7) | 93 (14) | 159 (21) | ||
Chocolate | None | 100 (57) | 320 (48) | 272 (35) | .000 |
Little | 25 (14) | 128 (19) | 182 (24) | ||
Severe | 9 (5) | 56 (8) | 102 (13) | ||
Fries and fried foods | None | 59 (34) | 137 (21) | 139 (18) | .000 |
Little | 49 (28) | 198 (30) | 202 (26) | ||
Severe | 19 (11) | 157 (24) | 247 (32) | ||
Chips | None | 83 (48) | 226 (34) | 219 (29) | .000 |
Little | 23 (13) | 148 (22) | 175 (23) | ||
Severe | 11 (6) | 54 (8) | 122 (16) | ||
Dessert of animal protein | None | 84 (48) | 222 (34) | 166 (22) | .000 |
Little | 27 (15) | 110 (17) | 150 (20) | ||
Severe | 21 (12) | 110 (17) | 186 (24) | ||
Plant-based dessert | None | 83 (48) | 282 (43) | 266 (35) | .000 |
Little | 9 (5) | 37 (6) | 98 (13) | ||
Severe | 2 (1) | 11 (2) | 31 (4) | ||
Beef | None | 113 (65) | 365 (55) | 338 (44) | .000 |
Little | 11 (6) | 69 (10) | 125 (16) | ||
Severe | 2 (1) | 20 (3) | 46 (6) | ||
Eggs | None | 126 (72) | 406 (61) | 403 (53) | .000 |
Little | 10 (11) | 104 (16) | 155 (20) | ||
Severe | 5 (3) | 28 (4) | 43 (6) | ||
Processed meat | None | 76 (44) | 226 (34) | 160 (21) | .000 |
Little | 9 (5) | 91 (14) | 120 (16) | ||
Severe | 6 (3) | 33 (5) | 77 (10) | ||
Pork | None | 84 (48) | 251 (38) | 200 (6) | .000 |
Little | 10 (6) | 82 (12) | 129 (17) | ||
Severe | 5 (3) | 38 (6) | 66 (9) | ||
Chicken | None | 129 (74) | 447 (68) | 471 (61) | .000 |
Little | 5 (3) | 32 (5) | 74 (10) | ||
Severe | 0 (0) | 7 (1) | 8 (1) | ||
Fish | None | 118 (68) | 437 (66) | 431 (56) | .085 |
Little | 10 (6) | 53 (8) | 79 (10) | ||
Severe | 6 (3) | 18 (3) | 20 (3) | ||
Dairy | None | 86 (49) | 242 (37) | 179 (23) | .000 |
Little | 35 (20) | 153 (23) | 185 (24) | ||
Severe | 23 (13) | 105 (16) | 187 (24) | ||
Cheese | None | 114 (65) | 354 (54) | 310 (40) | .000 |
Little | 24 (14) | 127 (19) | 193 (25) | ||
Severe | 8 (5) | 48 (7) | 78 (10) | ||
Milk | None | 74 (42) | 211 (32) | 165 (21) | .000 |
Little | 21 (12) | 112 (17) | 125 (16) | ||
Severe | 24 (14) | 126 (19) | 194 (25) | ||
Fruit | None | 106 (61) | 383 (58) | 327 (43) | .000 |
Little | 30 (17) | 159 (24) | 241 (31) | ||
Severe | 7 (4) | 22 (3) | 70 (9) | ||
Orange | None | 110 (63) | 368 (56) | 351 (46) | .000 |
Little | 16 (9) | 107 (16) | 136 (18) | ||
Severe | 6 (3) | 44 (7) | 102 (13) | ||
Apple | None | 99 (57) | 360 (54) | 326 (43) | .000 |
Little | 19 (11) | 103 (16) | 140 (18) | ||
Severe | 14 (8) | 71 (11) | 144 (19) | ||
Banana | None | 125 (72) | 437 (66) | 432 (56) | .000 |
Little | 7 (4) | 82 (12) | 128 (17) | ||
Severe | 8 (5) | 24 (4) | 59 (8) | ||
Grapes | None | 105 (60) | 368 (56) | 347 (45) | .000 |
Little | 20 (11) | 112 (17) | 149 (19) | ||
Severe | 3 (2) | 29 (4) | 77 (10) | ||
Citrus | None | 90 (52) | 336 (51) | 277 (36) | .000 |
Little | 19 (11) | 103 (16) | 160 (21) | ||
Severe | 6 (3) | 48 (7) | 94 (12) | ||
Alcohol | None | 70 (46) | 181 (27) | 144 (19) | .000 |
Little | 41 (24) | 197 (30) | 176 (23) | ||
Severe | 5 (3) | 104 (16) | 141 (19) | ||
Coffee | None | 89 (51) | 239 (36) | 235 (31) | .000 |
Little | 36 (21) | 186 (28) | 182 (24) | ||
Severe | 6 (3) | 64 (10) | 96 (12) | ||
Tea | None | 145 (83) | 512 (77) | 528 (69) | .000 |
Little | 6 (3) | 42 (6) | 86 (11) | ||
Severe | 0 (0) | 4 (1) | 19 (2) | ||
Soda | None | 54 (31) | 136 (21) | 122 (16) | .000 |
Little | 21 (12) | 118 (18) | 157 (20) | ||
Severe | 5 (3) | 50 (8) | 96 (12) | ||
Soda, light | None | 48 (28) | 126 (19) | 112 (15) | .000 |
Little | 13 (7) | 78 (12) | 105 (14) | ||
Severe | 8 (5) | 49 (7) | 93 (12) | ||
Nuts and seeds | None | 115 (66) | 377 (57) | 377 (49) | .006 |
Little | 19 (11) | 118 (18) | 155 (20) | ||
Severe | 8 (5) | 37 (6) | 44 (6) |
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Footnotes
Supplementary materials: Tables 2 and 3 are available at www.jandonline.org
STATEMENT OF POTENTIAL CONFLICT OF INTEREST No potential conflict of interest was reported by the authors.
FUNDING/SUPPORT This research was supported by a Public Private Partnership grant from the Top consortium for Knowledge and Innovation Agri & Food by the Dutch ministry of Economic affairs (TKI-AF-16012), including companies Winclove, Ingredia, Ingredion, Nexira, Naturex, Bioiberica, Wecare, Roquette, and Darling Ingredients. The funding agencies had no role in the collection, analysis, and interpretation of data or in the preparation, review, or approval of the manuscript. Limesurvey had no link with funders and no role in analysis or interpretation of data. No commercial affiliations were shown when the survey was performed.
AUTHOR CONTRIBUTIONS I. Rijnaarts drafted study concept and design, collected the data, performed statistical analysis and interpretation of the data, and drafted the manuscript. B. J. M. Witteman did study supervision and performed critical revision of the manuscript for important intellectual content. E. G. Zoetendal did study supervision and performed critical revision of the manuscript for important intellectual content. C. Govers obtained funding and performed critical revision of the manuscript for important intellectual content. N. J. W. de Wit obtained funding, did study supervision, and performed critical revision of the manuscript for important intellectual content. N. M. de Roos did study supervision and performed critical revision of the manuscript for important intellectual content. All authors reviewed and commented on subsequent drafts of the manuscript.
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