Types and Aspects of Front-of-Package Labeling Preferred by Parents: Insights for Policy Making in China
Abstract
:1. Introduction
2. Materials and Methods
2.1. Sample
2.2. Data Collection
2.3. Definition and Evaluation of Preference for FOPL in Different Dimensions
2.3.1. Parents’ Preference for Five Formats of FOPL
- 1
- Which format of FOPL helps you select healthier food quickly?
- 2
- Which format of FOPL attracts you most?
- 3
- Which format of FOPL provides the information you need most?
- Interpretative nutrient-specific systems: multiple traffic lights (MTL)
- Interpretative summary indicator systems: Nutri-Score
- Interpretative nutrient-specific systems: warning labels
- Interpretative summary indicator systems: endorsement logos (Health logos: Smart Choice)
- Non-interpretive system: Guideline Daily Amount (GDA) system
2.3.2. Parents’ Perception of the Importance of Nutrients on FOPL
2.3.3. Parents’ Perception of the Prepackaged Food Needing FOPL Most
- Chocolate, candy, etc. (chocolate bars, fondants, jelly, etc.)
- Sugar-sweetened beverages (Cola, fruit juice, lactic acid beverage, tea drinks, coconut juice, syrup of almond, etc.)
- Potato chips/crisps, and crispy rice
- Baked food (bread, pastries, moon cakes, biscuits, etc.)
- Seasoning sauces (ketchup, bean paste, salad dressing, barbecue sauce, etc.)
- Condiments (soy sauce, oyster sauce, etc.)
- Processed meat products (ham sausage, jerky, canned meat, bacon, etc.)
- Preserved food (pickles, preserved meat or fish, etc.)
- Convenience food (instant rice, instant noodles, quick-frozen food, self-heating hot pots, etc.)
- Milk and dairy products (pure milk, yogurt, cheese, etc., excluding milk drinks)
- Nuts, seeds, and dried fruits (peanuts, seeds, walnuts, dried fruits, etc.)
2.4. Assessment of Covariates
2.5. Ethical Consideration
2.6. Statistical Analysis
3. Results
3.1. Characteristics of Chinese Parents Participating in the Study
3.2. FOPL Format Attracting Chinese Parents Most
3.3. FOPL Format Providing Information Chinese Parents Need Most
3.4. FOPL Format Helping Chinese Parents Select Healthier Food Quickly Most
3.5. Preferences for FOPL by Residence Stratification
3.6. Preference for Nutrients on FOPL and Prepackaged Food Labeled by FOPL
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Characteristic | Total (n = 2407) | Urban (n = 1454) | Rural (n = 953) | p Value |
---|---|---|---|---|
Parents | ||||
Age | 0.679 | |||
Mean ± SD | 39.0 (36.0, 43.0) | 39.0 (37.0, 43.0) | 39.0 (36.0, 43.0) | |
Family roles | 0.016 | |||
Father | 731 (30.4) | 415 (28.5) | 316 (33.2) | |
Mother | 1676 (69.6) | 1039 (71.5) | 637 (66.8) | |
Highest level of educational attainment | <0.001 | |||
Middle school and below | 936 (38.9) | 482 (33.1) | 454 (47.6) | |
High school/Diploma degree | 1029 (42.8) | 676 (46.5) | 352 (37.0) | |
Bachelor degree and above | 442 (18.4) | 296 (20.4) | 146 (15.3) | |
Number of children in the family | <0.001 | |||
1 | 1006 (41.8) | 705 (48.5) | 301 (31.6) | |
2 | 1179 (49.0) | 647 (44.5) | 532 (55.8) | |
≥3 | 222 (9.2) | 102 (7.0) | 120 (12.6) | |
Students | ||||
Grade of school | 0.998 | |||
Primary school | 1172 (48.7) | 708 (48.7) | 464 (48.7) | |
Secondary school | 1235 (51.3) | 746 (51.3) | 489 (51.3) | |
Weight status perceived by parents | 0.129 | |||
Very slim | 376 (15.6) | 243 (16.7) | 133 (14.0) | |
Normal | 1522 (63.2) | 903 (62.1) | 619 (65.0) | |
Very fat | 478 (19.9) | 297 (20.4) | 181 (19.0) | |
Not sure | 31 (1.3) | 11 (0.8) | 20 (2.1) | |
Weight status defined by BMI | 0.660 | |||
Normal or below | 1896 (78.8) | 1141 (78.5) | 755 (79.2) | |
Overweight or obese | 511 (21.2) | 313 (21.5) | 198 (20.8) | |
Dietary habits perceived by parents | 0.740 | |||
Very good/good | 186 (7.7) | 112 (7.7) | 74 (7.8) | |
Average | 1166 (48.4) | 710 (48.8) | 456 (47.8) | |
Not good/very bad | 1055 (43.8) | 632 (43.5) | 423 (44.4) | |
Snack habits | 0.078 | |||
Dislike | 152 (6.3) | 93 (6.4) | 59 (6.2) | |
Neutral | 1362 (56.6) | 845 (58.1) | 517 (54.2) | |
Like or like very much | 893 (37.1) | 516 (35.5) | 377 (39.6) |
Characteristics | p Value | |||||
---|---|---|---|---|---|---|
MTL | Nutri-Score | Warning Labels | Smart Choice | GDA | ||
Total | 846 (35.1) | 301 (12.5) | 528 (21.9) | 399 (16.6) | 333 (13.8) | |
Parents | ||||||
Age | 0.065 | |||||
Mean ± SD | 39.0 (36.0, 43.0) | 40.0 (37.0, 44.0) | 39.0 (36.0, 42.0) | 39.0 (36.0, 43.0) | 39.0 (36.5, 43.0) | |
Residence | <0.001 | |||||
Urban | 442 (30.4) A | 203 (14.0) A | 387 (26.6) A | 224 (15.4) | 198 (13.6) | |
Rural | 404 (42.4) B | 98 (10.3) B | 141 (14.8) B | 175 (18.4) | 135 (14.2) | |
Family roles | 0.036 | |||||
Father | 255 (34.9) | 109 (14.9) A | 169 (23.1) | 102 (14.0) A | 96 (13.1) | |
Mother | 591 (35.3) | 192 (11.5) B | 359 (21.4) | 297 (17.7) B | 237 (14.1) | |
Highest level of educational attainment | <0.001 | |||||
Middle school and below | 329 (35.1) | 117 (12.5) | 178 (19.0) A | 184 (19.7) A | 128 (13.7) | |
High school/Diploma degree | 366 (35.6) | 116 (11.3) | 226 (22.0) A | 172 (16.7) A | 149 (14.5) | |
Bachelor’s degree and above | 151 (34.2) | 68 (15.4) | 124 (28.1) B | 43 (9.7) B | 56 (12.7) | |
Number of children in the family | <0.001 | |||||
1 | 345 (34.3) | 119 (11.8) | 263 (26.1) A | 147 (14.6) | 132 (13.1) | |
2 | 420 (35.6) | 159 (13.5) | 232 (19.7) B | 208 (17.6) | 160 (13.6) | |
≥3 | 81 (36.5) | 23 (10.4) | 33 (14.9) B | 44 (19.8) | 41 (18.5) | |
Students | ||||||
Grade of school | 0.134 | |||||
Primary school | 424 (36.2) | 130 (11.1) A | 271 (23.1) | 195 (16.6) | 152 (13.0) | |
Secondary school | 422 (34.2) | 171 (13.8) B | 257 (20.8) | 204 (16.5) | 181 (14.7) | |
Weight status perceived by parents | 0.441 | |||||
Very slim | 132 (35.1) | 37 (9.8) | 87 (23.1) | 61 (16.2) | 59 (15.7) | |
Normal | 543 (35.7) | 195 (12.8) | 326 (21.4) | 259 (17.0) | 199 (13.1) | |
Very fat | 159 (33.3) | 65 (13.6) | 113 (23.6) | 73 (15.3) | 68 (14.2) | |
Not sure | 12 (38.7) | 4 (12.9) | 2 (6.5) | 6 (19.4) | 7 (22.6) | |
Weight status defined by BMI | 0.414 | |||||
Normal or below | 678 (35.8) | 240 (12.7) | 408 (21.5) | 318 (16.8) | 252 (13.3) | |
Overweight or obese | 168 (32.9) | 61 (11.9) | 120 (23.5) | 81 (15.9) | 81 (15.9) | |
Dietary habits perceived by parents | 0.003 | |||||
Very good/good | 59 (31.7) A,B | 25 (13.4) | 43 (23.1) A,B | 30 (16.1) | 29 (15.6) | |
Average | 373 (32.0) B | 143 (12.3) | 288 (24.7) B | 211 (18.1) | 151 (13.0) | |
Not good/very bad | 414 (39.2) A | 133 (12.6) | 197 (18.7) A | 158 (15.0) | 153 (14.5) | |
Snack habits | 0.006 | |||||
Dislike | 59 (38.8) | 20 (13.2) | 30 (19.7) | 21 (13.8) A,B | 22 (14.5) A,B | |
Neutral | 476 (34.9) | 160 (11.7) | 314 (23.1) | 200 (14.7) B | 212 (15.6) B | |
Like or like very much | 311 (34.8) | 121 (13.5) | 184 (20.6) | 178 (19.9) A | 99 (11.1) A |
Characteristics | p Value | |||||
---|---|---|---|---|---|---|
MTL | Nutri-Score | Warning Labels | Smart Choice | GDA | ||
Total | 1020 (42.4) | 187 (7.8) | 464 (19.3) | 236 (9.8) | 500 (20.8) | |
Parents | ||||||
Age | 0.054 | |||||
Mean ± SD | 40.0 (36.0, 43.0) | 39.0 (38.0, 44.0) | 39.0 (36.0, 42.0) | 39.0 (36.0, 43.0) | 39.0 (36.0, 43.0) | |
Residence | <0.001 | |||||
Urban | 520 (35.8) A | 123 (8.5) | 337 (23.2) A | 123 (8.5) A | 351 (24.1) A | |
Rural | 500 (52.5) B | 64 (6.7) | 127 (13.3) B | 113 (11.9) B | 149 (15.6) B | |
Family roles | 0.366 | |||||
Father | 304 (41.6) | 64 (8.8) | 148 (20.2) | 61 (8.3) | 154 (21.1) | |
Mother | 716 (42.7) | 123 (7.3) | 316 (18.9) | 175 (10.4) | 346 (20.6) | |
Highest level of educational attainment | <0.001 | |||||
Middle school and below | 372 (39.7) A | 65 (6.9) | 164 (17.5) | 121 (12.9) A | 214 (22.9) A | |
High school/Diploma degree | 437 (42.5) A,B | 85 (8.3) | 200 (19.4) | 91 (8.8) B | 216 (21.0) A,B | |
Bachelor’s degree and above | 211 (47.7) B | 37 (8.4) | 100 (22.6) | 24 (5.4) B | 70 (15.8) B | |
Number of children in the family | 0.079 | |||||
1 | 416 (41.4) | 76 (7.6) | 221 (22.0) A | 84 (8.3) | 209 (20.8) | |
2 | 509 (43.2) | 99 (8.4) | 201 (17.0) B | 124 (10.5) | 246 (20.9) | |
≥3 | 95 (42.8) | 12 (5.4) | 42 (18.9) A,B | 28 (12.6) | 45 (20.3) | |
Students | ||||||
Grade of school | 0.218 | |||||
Primary school | 517 (44.1) | 84 (7.2) | 234 (20.0) | 109 (9.3) | 228 (19.5) | |
Secondary school | 503 (40.7) | 103 (8.3) | 230 (18.6) | 127 (10.3) | 272 (22.0) | |
Weight status perceived by parents | 0.225 | |||||
Very slim | 154 (41.0) | 26 (6.9) | 78 (20.7) | 36 (9.6) | 82 (21.8) | |
Normal | 664 (43.6) | 109 (7.2) | 281 (18.5) | 159 (10.4) | 309 (20.3) | |
Very fat | 190 (39.7) | 49 (10.3) | 102 (21.3) | 36 (7.5) | 101 (21.1) | |
Not sure | 12 (38.7) | 3 (9.7) | 3 (9.7) | 5 (16.1) | 8 (25.8) | |
Weight status defined by BMI | 0.280 | |||||
Normal or below | 821 (43.3) | 141 (7.4) | 356 (18.8) | 190 (10.0) | 388 (20.5) | |
Overweight or obese | 199 (38.9) | 46 (9.0) | 108 (21.1) | 46 (9.0) | 112 (21.9) | |
Dietary habits perceived by parents | 0.774 | |||||
Very good/good | 70 (37.6) | 16 (8.6) | 40 (21.5) | 19 (10.2) | 41 (22.0) | |
Average | 494 (42.4) | 91 (7.8) | 236 (20.2) | 115 (9.9) | 230 (19.7) | |
Not good/very bad | 456 (43.2) | 80 (7.6) | 188 (17.8) | 102 (9.7) | 229 (21.7) | |
Snack habits | 0.008 | |||||
Dislike | 67 (44.1) | 11 (7.2) | 23 (15.1) | 12 (7.9) B | 39 (25.7) | |
Neutral | 556 (40.8) | 107 (7.9) | 286 (21.0) | 115 (8.4) B | 298 (21.9) | |
Like or like very much | 397 (44.5) | 69 (7.7) | 155 (17.4) | 109 (12.2) A | 163 (18.3) |
Characteristics | p Value | |||||
---|---|---|---|---|---|---|
MTL | Nutri-Score | Warning Labels | Smart Choice | GDA | ||
Total | 807 (33.5) | 229 (9.5) | 582 (24.2) | 363 (15.1) | 426 (17.7) | |
Parents | ||||||
Age | <0.001 | |||||
Mean ± SD | 39.0 (36.0, 43.0) A | 40.0 (38.0, 45.0) B | 39.0 (37.0, 42.0) B | 39.0 (36.0, 43.0) B | 39.0 (36.0, 43.0)B | |
Residence | <0.001 | |||||
Urban | 421 (29.0) A | 152 (10.5) | 409 (28.1) A | 197 (13.5) A | 275 (18.9) | |
Rural | 386 (40.5) B | 77 (8.1) | 173 (18.2) B | 166 (17.4) B | 151 (15.8) | |
Family roles | 0.217 | |||||
Father | 236 (32.3) | 85 (11.6) A | 172 (23.5) | 107 (14.6) | 131 (17.9) | |
Mother | 571 (34.1) | 144 (8.6) B | 410 (24.5) | 256 (15.3) | 295 (17.6) | |
Highest level of educational attainment | <0.001 | |||||
Middle school and below | 307 (32.8) | 89 (9.5) | 194 (20.7) A | 170 (18.2) A | 176 (18.8) | |
High school/Diploma degree | 342 (33.2) | 89 (8.6) | 253 (24.6) A,B | 159 (15.5) A | 186 (18.1) | |
Bachelor’s degree and above | 158 (35.7) | 51 (11.5) | 135 (30.5) B | 34 (7.7) B | 64 (14.5) | |
Number of children in the family | <0.001 | |||||
1 | 325 (32.3) | 94 (9.3) | 291 (28.9) A | 132 (13.1) | 164 (16.3) | |
2 | 404 (34.3) | 123 (10.4) | 245 (20.8) B | 193 (16.4) | 214 (18.2) | |
≥3 | 78 (35.1) | 12 (5.4) | 46 (20.7) B | 38 (17.1) | 48 (21.6) | |
Students | ||||||
Grade of school | 0.036 | |||||
Primary school | 426 (36.3) A | 97 (8.3) A | 279 (23.8) | 171 (14.6) | 199 (17.0) | |
Secondary school | 381 (30.9) B | 132 (10.7) B | 303 (24.5) | 192 (15.5) | 227 (18.4) | |
Weight status perceived by parents | 0.307 | |||||
Very slim | 131 (34.8) | 30 (8.0) | 95 (25.3) | 52 (13.8) | 68 (18.1) | |
Normal | 518 (34.0) | 144 (9.5) | 345 (22.7) | 242 (15.9) | 273 (17.9) | |
Very fat | 149 (31.2) | 50 (10.5) | 136 (28.5) | 62 (13.0) | 81 (16.9) | |
Not sure | 9 (29.0) | 5 (16.1) | 6 (19.4) | 7 (22.6) | 4 (12.9) | |
Weight status defined by BMI | 0.820 | |||||
Normal or below | 636 (33.5) | 180 (9.5) | 452 (23.8) | 294 (15.5) | 334 (17.6) | |
Overweight or obese | 171 (33.5) | 49 (9.6) | 130 (25.4) | 69 (13.5) | 92 (18.0) | |
Dietary habits perceived by parents | 0.080 | |||||
Very good/good | 56 (30.1) | 20 (10.8) | 51 (27.4) A,B | 33 (17.7) | 26 (14.0) | |
Average | 382 (32.8) | 101 (8.7) | 304 (26.1) B | 182 (15.6) | 197 (16.9) | |
Not good/very bad | 369 (35.0) | 108 (10.2) | 227 (21.5) A | 148 (14.0) | 203 (19.2) | |
Snack habits | 0.005 | |||||
Dislike | 49 (32.2) | 21 (13.8) | 40 (26.3) | 14 (9.2) A | 28 (18.4) A,B | |
Neutral | 448 (32.9) | 120 (8.8) | 343 (25.2) | 188 (13.8) A | 263 (19.3) B | |
Like or like very much | 310 (34.7) | 88 (9.9) | 199 (22.3) | 161 (18.0) B | 135 (15.1) A |
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Cui, J.; Yan, R.; Astell-Burt, T.; Gong, E.; Zheng, L.; Li, X.; Zhang, J.; Xiang, L.; Ye, L.; Hu, Y.; et al. Types and Aspects of Front-of-Package Labeling Preferred by Parents: Insights for Policy Making in China. Nutrients 2022, 14, 800. https://doi.org/10.3390/nu14040800
Cui J, Yan R, Astell-Burt T, Gong E, Zheng L, Li X, Zhang J, Xiang L, Ye L, Hu Y, et al. Types and Aspects of Front-of-Package Labeling Preferred by Parents: Insights for Policy Making in China. Nutrients. 2022; 14(4):800. https://doi.org/10.3390/nu14040800
Chicago/Turabian StyleCui, Jia, Ruijie Yan, Thomas Astell-Burt, Enying Gong, Lutong Zheng, Xinxuan Li, Jingwen Zhang, Lin Xiang, Lihong Ye, Yiluan Hu, and et al. 2022. "Types and Aspects of Front-of-Package Labeling Preferred by Parents: Insights for Policy Making in China" Nutrients 14, no. 4: 800. https://doi.org/10.3390/nu14040800
APA StyleCui, J., Yan, R., Astell-Burt, T., Gong, E., Zheng, L., Li, X., Zhang, J., Xiang, L., Ye, L., Hu, Y., Tang, Y., Gao, C., Xiao, L., Jiang, Y., Shao, R., Feng, X., Zhang, J., & Yang, Y. (2022). Types and Aspects of Front-of-Package Labeling Preferred by Parents: Insights for Policy Making in China. Nutrients, 14(4), 800. https://doi.org/10.3390/nu14040800