| Literature DB >> 32455767 |
Marta Sajdakowska1, Jerzy Gębski1, Dominika Guzek1, Krystyna Gutkowska1, Sylwia Żakowska-Biemans1.
Abstract
The aims of the current study were (a) to deepen the understanding of food quality from animal origin with particular emphasis on dairy products, including yoghurt; (b) to determine the level of acceptance of methods and ingredients used to enhance the quality of food from animal origin; (c) to identify how the perception of animal products quality affects the acceptance of changes in production methods and (d) to identify the projective image of consumers purchasing high-quality yoghurt. The data were collected using a CAPI (Computer Assisted Personal Interview) survey on a sample of 983 consumers. The k-means clustering method (k-means clustering algorithm is an unsupervised algorithm that is used to segment the interest area from the background) was used to identify five clusters of consumers. Moreover, the logistic regression models were used in order to examine the impact of opinions related to the quality of product on acceptance of food production methods. The results showed that food quality is generally perceived by consumers using the following attributes: its freshness, naturalness, production method, as well as appearance, taste and smell, but when it comes to the quality of food from animal origin, convenience, connected with the availability, nutritional value and health benefits is of primary importance. The most accepted production method of high-quality food is animal production that takes into consideration the welfare of farm animals. Results also show that the increase in the level of education among the surveyed people contributed to the acceptance of ensuring welfare of farm animals as a method of increasing food quality while consumers' openness to new products favored the acceptance of adding health-promoting ingredients to livestock feed. As regards the assessment of the level of acceptance of enhancing food with beneficial ingredients, people for whom health aspects were important declared their willingness to accept such a method of increasing food quality. The research findings can be used to develop educational campaigns as well as marketing communication of enterprises operating on the food market. Furthermore, the results could be used to strengthen the competitive position of food enterprises searching for innovative solutions.Entities:
Keywords: animal-derived food; consumer; quality; yoghurt
Mesh:
Year: 2020 PMID: 32455767 PMCID: PMC7285049 DOI: 10.3390/nu12051503
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Statements used as segmentation variables regarding the characteristics of high-quality products of animal origin.
| Attributes | Mean | Convenience-Oriented | Uninvolved | Health-Oriented | Particularly Demanding in Terms of Quality | Neutral but Valuing Food Quality | |
|---|---|---|---|---|---|---|---|
| Easy preparation and availability | 6.79 | 9.12 a | 2.20 d | 6.79 c | 6.50 c | 8.30 b | <0.0001 |
| Nutritional value and health benefits | 5.95 | 2.82 d | 2.37 e | 10.53 a | 7.84 b | 5.76 c | <0.0001 |
| Processing, organic production | 4.51 | 2.73 d | 2.99 d | 3.66 c | 7.18 a | 6.23 b | <0.0001 |
| Tradition and taste | 4.17 | 2.64 c | 2.71 c | 2.71 c | 8.84 a | 4.81 b | <0.0001 |
| Lack of preservatives and shelf life | 4.12 | 2.72 c | 3.07 c | 3.01 c | 8.10 a | 4.47 b | <0.0001 |
| Environment and animal rights | 3.92 | 2.60 d | 2.25 d | 2.98 c | 7.10 a | 5.06 b | <0.0001 |
One-Way ANOVA (Analysis of Variance), p < 0.05; a, b, c, d, e—Means with the same letter are not significantly different in Waller-Duncan test.
Socio-demographic characteristics of the consumers surveyed (N = 983, Poland) (%).
| Variables | Total Sample (%) | Convenience-Oriented | Uninvolved | Health-Oriented | Particularly Demanding in Terms of Quality | Neutral But Valuing Food Quality | |
|---|---|---|---|---|---|---|---|
| Gender | 0.7462 * | ||||||
| Female | 51.41 | 54.85 | 52.07 | 51.15 | 51.01 | 48.15 | |
| Male | 48.59 | 45.15 | 47.93 | 48.85 | 48.99 | 51.85 | |
| Age | 0.5216 * | ||||||
| 21–27 | 16.30 | 15.05 | 15.98 | 13.36 | 19.46 | 18.52 | |
| 28–34 | 15.99 | 16.02 | 14.20 | 12.90 | 20.13 | 17.59 | |
| 35–44 | 18.18 | 17.48 | 15.98 | 17.97 | 19.46 | 19.91 | |
| 45–54 | 20.06 | 24.76 | 21.30 | 20.74 | 14.77 | 17.59 | |
| 55–64 | 18.81 | 18.45 | 21.30 | 21.66 | 17.45 | 15.28 | |
| 65–75 | 10.66 | 8.25 | 11.24 | 13.36 | 8.72 | 11.11 | |
| Education | 0.0102 | ||||||
| Primary, lower secondary, vocational | 47.75 | 41.26 | 55.03 | 43.78 | 54.36 | 47.69 | |
| Secondary | 37.10 | 38.35 | 36.09 | 39.17 | 36.91 | 34.72 | |
| Higher | 15.15 | 20.39 | 8.88 | 17.05 | 8.73 | 17.59 |
* Differences between groups not significant (χ2 test, p-value > 0.05).
Attributes describing food quality in consumer reviews (%).
| Attributes | Number of Indications | % | Convenience-Oriented | Uninvolved | Health-Oriented | Particularly Demanding in Terms of Quality | Neutral But Valuing Food Quality | |
|---|---|---|---|---|---|---|---|---|
| Freshness | 197 | 20.04 | 19.71 | 19.19 | 27.98 | 7.55 | 22.12 | <0.0001 |
| Naturalness, production method | 162 | 16.48 | 20.19 | 15.70 | 18.35 | 7.55 | 18.14 | |
| Appearance, taste, smell | 121 | 12.31 | 17.31 | 10.47 | 8.26 | 13.84 | 11.95 | |
| Composition, nutritional values | 113 | 11.50 | 10.10 | 12.79 | 7.34 | 15.09 | 13.27 | |
| Preservative-free | 100 | 10.17 | 7.69 | 10.47 | 12.84 | 8.81 | 10.62 | |
| Price | 62 | 6.31 | 3.85 | 4.65 | 1.38 | 13.84 | 9.29 | |
| Producer | 47 | 4.78 | 4.81 | 6.98 | 5.5 | 4.40 | 2.65 | |
| Shelf life | 42 | 4.27 | 2.88 | 4.65 | 5.96 | 5.66 | 2.65 | |
| Quality mark | 38 | 3.87 | 3.85 | 4.65 | 5.05 | 6.29 | 0.44 | |
| Origin | 37 | 3.76 | 6.25 | 2.91 | 3.67 | 3.77 | 2.21 | |
| No answer/I do not know | 64 | 6.51 | 3.37 | 7.56 | 3.67 | 13.21 | 6.64 |
Test of independence χ2 p < 0.05.
The level of acceptance of methods to increase food quality of animal origin in the opinion of respondents.
| Selected Methods of Increasing Food Quality | Mean | Convenience-Oriented | Uninvolved | Health-Oriented | Particularly Demanding in Terms of Quality | Neutral But Valuing Food Quality | |
|---|---|---|---|---|---|---|---|
| Animal production ensuring welfare of farm animals | 5.90 | 6.21 a | 6.32 a | 6.18 a | 5.13 c | 5.60 b | <0.0001 |
| Adding health-promoting ingredients to livestock feed | 4.14 | 4.32 a | 4.35 a | 3.39 b | 4.43 a | 4.35 a | <0.0001 |
| Enhancing food products with health-promoting ingredients at the processing stage | 3.85 | 3.89 b | 4.21 b | 2.84 c | 4.61 a | 4.00 b | <0.0001 |
One-Way ANOVA, p < 0.05; a, b, c—Means with the same letter are not significantly different in Waller–Duncan test.
Consumers′ opinion on increasing in dairy products the level of ingredients that have a positive impact on health.
| Food Ingredients Whose Level Should Be Increased | Mean | Convenience-Oriented | Uninvolved | Health-Oriented | Particularly Demanding in Terms of Quality | Neutral But Valuing Food Quality | |
|---|---|---|---|---|---|---|---|
| Live bacterial cultures | 4.88 | 5.03 b | 5.51 a | 4.51 c | 4.78 bc | 4.76 bc | <0.0001 |
| Cholesterol lowering ingredients | 4.84 | 4.97 ab | 5.27 a | 4.55 b | 4.67 b | 4.81 b | 0.0101 |
| Minerals | 4.76 | 4.85 ab | 5.20 a | 4.37 c | 4.70 bc | 4.78 ab | 0.0024 |
| Fiber | 4.69 | 4.85 ab | 5.07 a | 4.41 c | 4.49 bc | 4.69 abc | 0.0142 |
| Omega-3 acid | 4.50 | 5.67 a | 5.00 ab | 4.01 c | 4.48 b | 4.51 b | 0.0006 |
| Protein | 4.42 | 4.35 b | 4.93 a | 3.89 c | 4.75 ab | 4.40 b | <0.0001 |
| Coenzyme Q10 | 4.32 | 4.41 b | 5.03 a | 3.73 c | 4.31 b | 4.35 b | <0.0001 |
One-Way ANOVA, p < 0.05; a, b, c—Means with the same letter are not significantly different in Waller–Duncan test.
Projective image of high-quality yoghurt consumers.
| High-Quality Yoghurts Are Purchased by | Mean | Convenience-Oriented | Uninvolved | Health-Oriented | Particularly Demanding in Terms of Quality | Neutral But Valuing Food Quality | |
|---|---|---|---|---|---|---|---|
| those who are particularly health-conscious | 5.95 | 6.25 a | 6.30 a | 5.94 b | 5.21 c | 5.89 b | <0.0001 |
| those with abnormal intestinal motility | 5.82 | 6.03 a | 6.07 a | 6.04 a | 5.15 c | 5.71 b | <0.0001 |
| sport doers | 5.76 | 6.03 a | 5.89 a | 5.94 a | 5.18 c | 5.62 b | <0.0001 |
| the young | 5.55 | 5.57 b | 5.86 a | 5.69 ab | 5.08 c | 5.45 b | <0.0001 |
| professionally active | 5.53 | 5.68 a | 5.71 a | 5.10 b | 5.67 a | 5.44 a | 0.0005 |
| those looking for nutritional novelties | 5.36 | 5.48 ab | 5.73 a | 5.17 bc | 5.09 c | 5.34 bc | 0.0019 |
| those oriented on the convenience of preparing a meal | 5.33 | 5.55 a | 5.54 a | 5.30 a | 4.94 b | 5.24 ab | 0.0030 |
| the overworked | 5.23 | 5.34 a | 5.28 ab | 5.33 a | 4.90 b | 5.20 ab | 0.1103 |
| cooking lovers | 4.66 | 4.50 bc | 4.97 a | 4.33 c | 4.80 ab | 4.76 abc | 0.0156 |
| bargain hunters | 4.53 | 4.11 c | 4.60 ab | 4.37 bc | 4.81 a | 4.78 ab | 0.0030 |
One-Way ANOVA, p < 0.05; a, b, c—Means with the same letter are not significantly different in Waller–Duncan test.
Prediction of the acceptance of production ensuring welfare of farm animals.
| Variable | eβ | β | 95% Wald CI | ||
|---|---|---|---|---|---|
| Intercept | 0.142 | 0.8728 | |||
| Independent variables (regressors): | |||||
| Increasing the content of live bacterial cultures in dairy products | 1.47 | 0.390 | 1.14 | 1.90 | 0.0024 |
| Basic vocational education vs. primary education | 2.32 | 0.839 | 0.56 | 9.51 | 0.2441 |
| Secondary education vs. primary education | 4.06 | 1.400 | 1.82 | 12.93 | 0.0447 |
| Higher education vs. primary education | 10.25 | 2.327 | 1.95 | 22.49 | 0.0250 |
eβ (OR)—point estimate; β—estimate; 95% Wald CI—95% Wald confidence interval.
Prediction of acceptance of adding health-promoting ingredients to livestock feed.
| Variable | eβ | β | 95% Wald CI | ||
|---|---|---|---|---|---|
| Intercept | 2.248 | 0.006 | |||
| Independent variables (regressors): | |||||
| Increasing the mineral content in dairy products | 1.21 | 0.187 | 1.06 | 1.37 | 0.004 |
| Purchase of high-quality yoghurt by people involved in sport | 0.73 | −0.315 | 0.58 | 0.91 | 0.004 |
| Purchase of high quality yoghurts by people seeking nutrition novelties | 1.19 | 0.177 | 1.02 | 1.40 | 0.031 |
| Quality is important when choosing dairy products | 0.81 | −0.212 | 0.65 | 0.99 | 0.044 |
eβ (OR)—point estimate; β—estimate; 95% Wald CI—95% Wald confidence interval.
Prediction of acceptance of enhancing food products with health-promoting ingredients at the processing stage.
| Variable | eβ | β | 95% Wald CI | ||
|---|---|---|---|---|---|
| Intercept | 0.115 | 0.8825 | |||
| Independent variables (regressors): | |||||
| Increasing the content of cholesterol-lowering ingredients in dairy products | 1.29 | 0.258 | 1.13 | 1.47 | 0.0001 |
| Purchase of high-quality yoghurt by professionally active people | 0.70 | −0.355 | 0.56 | 0.86 | 0.0010 |
| Purchase of high-quality yoghurt by people with abnormal intestinal motility | 1.31 | 0.267 | 1.06 | 1.60 | 0.0104 |
| Purchase of high quality yoghurts by people looking for bargains | 1.24 | 0.212 | 1.08 | 1.41 | 0.0021 |
| Quality is important when choosing dairy products | 0.74 | −0.304 | 0.60 | 0.90 | 0.0032 |
| Purchase of high-quality dairy products for family members who have health issues | 1.17 | 0.162 | 1.04 | 1.33 | 0.0101 |
eβ (OR)—point estimate; β—estimate; 95% Wald CI—95% Wald confidence interval.