| Literature DB >> 34063359 |
Maria João Moreira1, Juan García-Díez2, José M M M de Almeida3,4, Cristina Saraiva1,2.
Abstract
Food fraud is a growing problem and happens in many ways including mislabelling. Since lack of consumers' knowledge about mandatory food labeling information and different types of food fraud may impact public health, the present work assesses consumers' knowledge about these issues. Principal component analysis was performed to obtain a smaller number of uncorrelated factors regarding the usefulness and confidence of information displayed in food labels and the perception of food fraud. Results indicated that information displayed in food labels is useful, however the way it is presented may decrease consumer interest and understanding. Regarding respondents' confidence in foodstuffs, over half of them stated that information provided in food labels is reliable. However, a lack of confidence about food composition is observed in those processed foodstuffs such as meat products. Food fraud is recognized by more than half of respondents with a higher perception of those practices that imply a risk to public health than those related to economic motivation. Age and education of consumers influenced the perception of the information displayed in the food labels, their confidence and knowledge about food fraud. Implementation of education programs to increase consumer knowledge about food labelling and fraud is essential. Respondents' perception results could be use as guidelines by the food industry to improve food label design in order to enhance consumer understanding.Entities:
Keywords: consumer; consumer perception; food confidence; food fraud; food labeling
Year: 2021 PMID: 34063359 PMCID: PMC8156633 DOI: 10.3390/foods10051095
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Consumers’ opinions and perceptions (%) about food labelling information and food fraud.
| Not Useful | Useful | Chro α | |
|---|---|---|---|
| Respondent opinion about the usefulness of information displayed in food label | |||
| Compulsory information displayed in food label is useful | 34.3 | 65.6 | 0.88 |
| Information displayed in food label is easy to understand | 63.6 | 36.4 | 0.88 |
| Food label design helps sell product | 65.9 | 34.1 | 0.88 |
| Information displayed in food label provide information about quality | 61.7 | 38.3 | 0.88 |
| Information displayed on front-of-the package is useful | 45.7 | 54.3 | 0.88 |
| Information displayed on back-of-the package is useful | 53.0 | 47.0 | 0.88 |
| Food label displayed enough information about the food | 68.2 | 31.8 | 0.87 |
| Food product is correctly described in the label information | 59.8 | 40.5 | 0.88 |
| Information about intended use and preparation mode is clear | 48.7 | 51.3 | 0.88 |
| Symbols displayed in food label provide useful information | 58.8 | 41.2 | 0.88 |
| Font size of is adequate | 81.9 | 18.1 | 0.88 |
| Food label design is appropriate | 74.7 | 25.3 | 0.88 |
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| Respondent confidence about information displayed in food label | |||
| Information displayed in food label ensures food quality | 43.9 | 56.1 | 0.87 |
| Information displayed in food label ensures food safety | 41.5 | 58.5 | 0.88 |
| Information displayed in food label is helpful to choose healthy foods | 26.9 | 73.1 | 0.87 |
| Information displayed in food label ensures nutritional quality | 37.3 | 62.7 | 0.88 |
| Information displayed in food label allows consumption according to ethics | 52.3 | 47.7 | 0.88 |
| Information displayed in food label prevents food fraud | 60.0 | 40.0 | 0.88 |
| Information displayed in food label respects religious beliefs | 70.5 | 29.5 | 0.88 |
| Information displayed in food label ensures traceability | 48.0 | 52.0 | 0.88 |
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| Respondent confidence regarding the constitution of food | |||
| Meat and meat products | 71.7 | 28.3 | 0.88 |
| Fish and fishery products | 56.1 | 43.9 | 0.88 |
| Milk and dairy products | 40.6 | 59.4 | 0.88 |
| Ready-to-eat products | 75.3 | 24.7 | 0.88 |
| Pre-cooked products | 76.9 | 23.1 | 0.88 |
| Frozen products | 50.3 | 49.7 | 0.88 |
| Olive oil and other oils | 45.5 | 54.5 | 0.88 |
| Foodstuffs with quality labels (PDO, PGI) | 38.0 | 62.0 | 0.88 |
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| Respondent knowledge about consequences derived from food mislabelling | |||
| Mislabeling implies a risk to public health | 84.5 | 15.5 | 0.89 |
| Mislabeling increase the consumer distrust | 73.0 | 27.0 | 0.89 |
| Mislabeling implies economic benefits for food company | 75.0 | 25.0 | 0.89 |
w/o: without; cons: consequences; PDO: protected designation of origin; PGI: protected geographical indication; Chro α: Cronbach α.
Influence of socio-demographic characteristics in food label information, food label confidence and trust in food constitution (results p < 0.05 are statistically significant).
| Age | Education | |
|---|---|---|
| Respondent opinion about the usefulness of information displayed in food label | ||
| Overall information displayed in food label is useful | Ns | |
| Information displayed in food label is easy to understand | Ns | Ns |
| Information displayed in food label contains enough information about food product | Ns | |
| Food label design helps sell product | Ns | Ns |
| Information displayed in food label provide information about quality | Ns | Ns |
| Information displayed on front-of-the package is useful | Ns | Ns |
| Information displayed on back-of-the package is useful | Ns | Ns |
| Food label displayed enough information about the food | Ns | Ns |
| Food product is correctly described in the label information | Ns | Ns |
| Information about the intended use and preparation mode is clear | Ns | Ns |
| Symbols displayed in food label provide useful information | Ns | Ns |
| Font size of is adequate | Ns | |
| Food label design is appropriate | Ns | Ns |
| Consumer confidence about food label information | ||
| Information displayed in food label ensures food quality | Ns | Ns |
| Information displayed in food label ensures food safety | Ns | Ns |
| Information displayed in food label is helpful for choosing healthy foods | ||
| Information displayed in food label ensures nutritional quality | Ns | |
| Information displayed in food label allows consumption according to ethics | Ns | Ns |
| Information displayed in food label prevents food fraud | ||
| Information displayed in food label respects religious beliefs | Ns | Ns |
| Information displayed in food label ensures traceability | Ns | |
| Consumer confidence regarding the constitution of food | ||
| Meat and meat products | Ns | |
| Fish and fishery products | Ns | Ns |
| Milk and dairy products | Ns | |
| Ready-to-eat products | Ns | |
| Pre-cooked products | Ns | Ns |
| Frozen products | Ns | |
| Olive oil and other oils | Ns | Ns |
| Foodstuffs with quality labels (GDP, POD) | Ns |
Ns: not significant. PDO: protected designation of origin; PGI: protected geographical indication.
Respondents’ knowledge about food fraud and socio-demographic factors influenced knowledge.
| Knowledge |
| |||||
|---|---|---|---|---|---|---|
| Known | Unknown | Age | Education | Dietary Restriction | Physical Activity | |
| Risk to public health | ||||||
| Presence of chemical hazards derived from food processes | 60.4 | 39.6 | ns | ns | ns | |
| Addition of unauthorized additives/preservatives | 81.8 | 18.2 | ns | ns | ns | |
| Addition of food additives/preservatives not declared on food label | 65.6 | 34.4 | ns | ns | ns | |
| Use of food approved additives/preservatives over the maximum levels defined by law | 54.9 | 45.1 | Ns | ns | ns | ns |
| Presence of genetically modified organisms not declared on food label | 42.5 | 57.5 | ns | ns | ns | |
| Economic gain | ||||||
| Partial/total substitution of an ingredient/substance | 65.9 | 34.1 | ns | |||
| Addition of unauthorized ingredient/substance | 58.8 | 41.2 | ns | ns | ns | |
| Use of authorized ingredient/substance over the maximum level defined by law | 51.9 | 48.1 | ns | ns | ns | |
| Frozen-thawed foods sold as fresh products | 44.5 | 55.5 | ns | ns | ns | ns |
| Adulteration of geographical origin of foodstuffs | 52.9 | 47.1 | ns | ns | ns | ns |
| Use of unauthorized food practices or processes | 36.7 | 63.3 | ns | ns | ||
ns: not significant.
Factor loadings and communalities of variables in the first two components (PC1 and PC2) after varimax normalized rotation.
| Variables | Factors Loading | ||
|---|---|---|---|
| Bartlett’s Test of Sphericity | |||
| KMO Measure | 0.857 | ||
| PC b 1 | PC b 2 | CM a | |
| Compulsory information displayed in food label is useful | 0.74 | 0.16 | 0.76 |
| Information displayed on front of the pack is useful | 0.77 | 0.14 | 0.74 |
| Information displayed in food label is easy to understand | 0.74 | 0.05 | 0.62 |
| Food product is correctly described in the label information | 0.77 | 0.13 | 0.66 |
| Information displayed in food label provide information about quality | 0.61 | 0.26 | 0.53 |
| Information displayed on back of the package is useful | 0.59 | 0.09 | 0.41 |
| Information about intended use and preparation mode is clear | 0.70 | 0.16 | 0.73 |
| Symbols displayed in food label provide useful information | 0.65 | 0.16 | 0.56 |
| Food label design helps sell product | 0.67 | 0.14 | 0.60 |
| Information displayed in food label ensures food quality | 0.17 | 0.83 | 0.84 |
| Information displayed in food label ensures food safety | 0.09 | 0.80 | 0.79 |
| Information displayed in food label is helpful to choosing healthy foods | 0.32 | 0.71 | 0.70 |
| Information displayed in food label ensures nutritional quality | 0.18 | 0.77 | 0.66 |
| Information displayed in food label allows consumption according to ethical values | 0.19 | 0.69 | 0.60 |
| Information displayed in food label prevents food fraud | 0.10 | 0.74 | 0.60 |
| Information displayed in food label respects religious beliefs | 0.09 | 0.51 | 0.78 |
| Information displayed in food label ensures traceability | 0.25 | 0.59 | 0.60 |
| Mislabeling implies a risk to public health | −0.33 | −0.20 | 0.52 |
| Mislabeling increase the consumer distrust | −0.32 | −0.08 | 0.72 |
| Mislabeling implies economic benefits for food company | −0.23 | −0.14 | 0.75 |
CM—communality; PC—principal component; KMO—Kaiser–Meyer–Olkin. Df—differential factor.
Figure 1Loadings for the PC1–PC2 dimensions, after varimax normalized rotation, of the 20 variables selected to a principal components analysis: O1—The information written on the labels is useful; O2—It is a good source of information; O3—It is easy to understand the information on the label; O4—The label has information about the food product; O6—The label gives information about quality of the product; O7—The information on the back of the packaging is most useful; O8—Food labels contain enough information; O9—Symbols provide useful information; O11—The label is appropriate; U1—Ensures food quality; U2—Ensures food safety; U3—Lets you choose healthy foods; U4—Ensures nutritional quality; U5—Allows consumption according to ethics; U6—Prevents food fraud; U7—Respects religious beliefs; U8—Ensures traceability; D1—Risk to public health; D2—Loss of consumer confidence.
Significant correlations of Spearman’s rho (p < 0.01) between variables.
| Variables | O1 | O2 | O3 | O4 | O5 | O6 | O7 | O8 | O9 | O10 | O11 | U1 | U2 | U3 | U4 | U5 | U6 | U7 | U8 | D1 | D2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| O1 | 1 | 0.775 | 0.556 | 0.573 | 0.209 | 0.366 | 0.380 | 0.389 | 0.386 | 0.275 | 0.375 | 0.318 | 0.299 | 0.390 | 0.258 | 0.237 | 0.164 | 0.062 | 0.293 | −0.291 | −0.210 |
| O2 |
| 1 | 0.547 | 0.581 | 0.135 | 0.419 | 0.389 | 0.444 | 0.387 | 0.285 | 0.366 | 0.287 | 0.241 | 0.368 | 0.277 | 0.279 | 0.192 | 0.124 | 0.265 | −0.271 | −0.247 |
| O3 |
|
| 1 | 0.569 | 0.135 | 0.312 | 0.312 | 0.407 | 0.354 | 0.460 | 0.459 | 0.151 | 0.162 | 0.327 | 0.215 | 0.210 | 0.157 | 0.151 | 0.254 | −0.199 | −0.229 |
| O4 |
|
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| 1 | 0.193 | 0.460 | 0.363 | 0.442 | 0.457 | 0.306 | 0.437 | 0.243 | 0.184 | 0.377 | 0.266 | 0.279 | 0.149 | 0.135 | 0.295 | −0.298 | −0.131 |
| O5 |
| 0.017 | 0.018 |
| 1 | 0.187 | 0.390 | 0.187 | 0.228 | 0.193 | 0.192 | 0.119 | 0.034 | 0.058 | 0.093 | 0.173 | 0.100 | 0.097 | 0.172 | −0.096 | −0.194 |
| O6 |
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| 1 | 0.358 | 0.470 | 0.463 | 0.301 | 0.429 | 0.342 | 0.223 | 0.276 | 0.309 | 0.298 | 0.243 | 0.231 | 0.241 | −0.208 | −0.138 |
| O7 |
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| 1 | 0.443 | 0.291 | 0.267 | 0.342 | 0.187 | 0.142 | 0.281 | 0.191 | 0.263 | 0.133 | 0.113 | 0.145 | −0.152 | −0.236 |
| O8 |
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| 1 | 0.579 | 0.477 | 0.586 | 0.262 | 0.209 | 0.228 | 0.300 | 0.227 | 0.213 | 0.140 | 0.203 | −0.142 | −0.163 |
| O9 |
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| 0.000 | 1 | 0.407 | 0.449 | 0.233 | 0.171 | 0.260 | 0.242 | 0.222 | 0.214 | 0.171 | 0.290 | −0.140 | −0.123 |
| O10 |
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| 1 | 0.693 | 0.111 | 0.099 | 0.200 | 0.189 | 0.151 | 0.223 | 0.189 | 0.278 | −0.090 | −0.059 |
| O11 |
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|
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| 1 | 0.229 | 0.156 | 0.244 | 0.284 | 0.253 | 0.201 | 0.157 | 0.252 | −0.125 | −0.079 |
| U1 |
|
|
|
| 0.036 |
|
|
|
| 0.053 |
| 1 | 0.839 | 0.623 | 0.628 | 0.505 | 0.539 | 0.257 | 0.369 | −0.232 | −0.175 |
| U2 |
|
|
|
| 0.551 |
| 0.012 |
|
| 0.083 |
|
| 1 | 0.572 | 0.559 | 0.449 | 0.533 | 0.192 | 0.346 | −0.234 | −0.095 |
| U3 |
|
|
|
| 0.310 |
|
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|
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|
| 1 | 0.729 | 0.517 | 0.409 | 0.208 | 0.399 | −0.270 | −0.194 |
| U4 |
|
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| 0.103 |
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| 1 | 0.530 | 0.461 | 0.257 | 0.434 | −0.214 | −0.133 |
| U5 |
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| 0.002 |
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| 1 | 0.494 | 0.472 | 0.411 | −0.144 | −0.032 |
| U6 |
|
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|
| 0.081 |
| 0.020 |
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|
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| 1 | 0.421 | 0.464 | −0.104 | −0.107 |
| U7 | 0.276 | 0.030 |
| 0.018 | 0.088 |
| 0.048 | 0.014 |
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| 1 | 0.424 | −0.047 | −0.081 |
| U8 |
|
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|
| 0.002 |
| 0.011 |
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|
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| 1 | −0.260 | −0.079 |
| D1 |
|
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|
| 0.091 |
| 0.007 | 0.013 | 0.014 | 0.116 | 0.029 |
|
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|
| 0.011 | 0.068 | 0.408 |
| 1 | 0.362 |
| D2 |
|
|
| 0.021 |
| 0.015 |
|
| 0.032 | 0.301 | 0.168 | 0.002 | 0.097 |
| 0.019 | 0.581 | 0.060 | 0.157 | 0.169 |
| 1 |
O1—Compulsory information displayed in food label is useful; O2—Information displayed on front-of-the pack is useful; O3—Information displayed in food label is easy to understand; O4—Food product is correctly described in the label information; O5—Food label design helps sell product; O6—Information displayed in food label provide information about quality; O7—Information displayed on the back-of-the package is useful; O8—Information about intended use and preparation mode is clear; O9—Symbols displayed in food label provide useful information.; O10—Font size is adequate; O11—Food label design adequate; U1—Information displayed in food label ensures food quality; U2—Information displayed in food label ensures food safety; U3—Information displayed in food label is helpful to choose healthy foods; U4—Information displayed in food label ensures nutritional quality; U5—Information displayed in food label allows consumption according to ethics; U6—Information displayed in food label prevents food fraud; U7—Information displayed in food label respects religious beliefs; U8—Information displayed in food label ensures food traceability; D1—Mislabeling implies a risk to public health; D2—Mislabeling increase the consumer distrust; significant correlations (p < 0.01) and correspondent r values were presented with bold letter.