| Literature DB >> 35205968 |
Nomzamo Magano1, Gerrie du Rand1, Henriette de Kock1.
Abstract
Information on what drives consumers to like or dislike bread is needed to provide insight on developing gluten-free (GF) bread, using indigenous and sustainable crops in Africa, such as sorghum and millet. Consumer attitudes toward the health and taste aspects of food are major drivers of food choices. The objectives of this work were (1) to determine the health and taste attitudes (HTAs) and general perceptions of a group of millennial consumers in South Africa (n = 354), concerning GF breads; and (2) to determine whether HTAs affect the acceptability of sensory properties of commercial GF breads, as assessed by consumers (n = 173), under informed and uninformed conditions. Mean scores of the taste factors were higher compared to health factors, indicating a greater taste orientation. The sensory properties of standard wheat breads were preferred over two commercial GF breads, irrespective of the health/taste interests of consumers, or if they were informed/uninformed about the nature of the bread (GF or wheat). Knowledge that bread samples were GF reduced only the acceptability of the aroma of GF bread. GF bread was perceived as healthier, but less tasty. For this group of millennials, the sensory properties of bread was the main driver of choice.Entities:
Keywords: acceptability; bread; general perception; gluten-free (GF); health and taste attitudes (HTAs); millennials; sensory properties
Year: 2022 PMID: 35205968 PMCID: PMC8871432 DOI: 10.3390/foods11040491
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Exploratory factor analysis of the health attitudes of a group of millennial consumers (n = 354) in South Africa.
| α | F1 | F2 | F3 | F4 | h2 | |||
|---|---|---|---|---|---|---|---|---|
|
| 4.5 ± 1.2 | 0.83 | ||||||
| 1 | I am very particular about the healthiness of food | 0.53 | 0.05 |
| 0.1 | 0.6 | ||
| 2 | I always follow a healthy and balanced diet | 0.38 | −0.09 |
| −0.06 | 0.62 | ||
| 3 | It is important for me that my diet is low in fat |
| 0.31 | 0.16 | 0.04 | 0.36 | ||
| 4 | It is important for me that my daily diet contains a lot of vitamins and minerals | 0.34 | 0.04 |
| 0 | 0.5 | ||
| 5R | I eat what I like, and I do not worry much about the healthiness of food |
| 0 | 0.26 | 0.12 | 0.62 | ||
| 6R | I do not avoid foods, even if they may raise my cholesterol |
| 0.03 | 0.03 | 0.27 | 0.54 | ||
| 7R | The healthiness of food has little impact on my food choices |
| 0.04 | 0.2 | 0.07 | 0.54 | ||
| 8R | The healthiness of snacks makes no difference to me |
| 0 | 0.17 | 0.03 | 0.54 | ||
|
| 4.1 ± 1.1 | 0.77 | ||||||
| 1R | In my opinion, the use of light products does not improve one’s health | 0.14 |
| −0.1 | 0.18 | 0.45 | ||
| 2R | I do not think that light products are healthier that conventional products | 0.14 |
| −0.1 | 0.16 | 0.49 | ||
| 3 | I believe that eating light products keeps one’s cholesterol level under control | −0.06 |
| 0.06 | 0.1 | 0.64 | ||
| 4R | In my opinion, light products don’t help to drop cholesterol levels | 0.01 |
| −0.03 | 0.18 | 0.5 | ||
| 5 | I believe that eating light products keeps one’s body in good shape | 0.09 |
| 0.02 | 0 | 0.53 | ||
| 6 | In my opinion, by eating light products, one can eat more without getting too many calories | −0.14 |
| 0.22 | −0.19 | 0.43 | ||
|
| 4.3 ± 1.2 | 0.74 | ||||||
| 1R | I do not care about additives in my daily diet I try to eat foods that do not contain additives | 0.35 | −0.08 | 0.37 |
| 0.56 | ||
| 2R | In my opinion, organically grown foods are not better for my health than those grown conventionally | 0.12 | 0.21 | −0.08 |
| 0.62 | ||
| 3R | In my opinion, artificially flavoured foods are not harmful for my health | 0.11 | 0.11 | 0.11 |
| 0.6 | ||
| 4 | I try to eat foods that do not contain additives | 0.18 | 0.03 |
| 0.39 | 0.64 | ||
| 5 | I would like to eat only organically grown vegetables | 0.04 | 0.13 | 0.29 |
| 0.44 | ||
| 6 | I do not eat processed foods, because I do not know what they contain | 0.07 | 0.01 |
| 0.19 | 0.55 | ||
| Variance explained by each factor (%) | 25.58 | 14.68 | 7.54 | 6.08 | 53.88 | |||
Negatively worded statements have an “R” after the item number. Mean ± standard deviation denoted by ± σ. Coefficient alpha denoted by α and 1 = disagree strongly and, 7 = agree strongly. Communalities are represented by h2. Kaiser–Meyer–Olkin Measure of sampling adequacy = 0.85. Bartlett’s test of sphericity: p < 0.0001. Bold values signify the highest loading of an item in a four-factor solution.
Exploratory factor analysis of the taste attitudes of a group of millennial consumers (n = 354) in South Africa.
| α | F1 | F2 | F3 | F4 | F5 | h2 | |||
|---|---|---|---|---|---|---|---|---|---|
|
| 5.2 ± 1.3 | 0.78 | |||||||
| 1R | In my opinion it is strange that some people have cravings for chocolate |
| 0.03 | 0.23 | −0.06 | −0.02 | 0.56 | ||
| 2R | In my opinion it is strange that some people have cravings for sweets |
| 0.08 | 0.11 | 0 | −0.01 | 0.6 | ||
| 3R | In my opinion it is strange that some people have cravings for ice-cream |
| 0.03 | 0.18 | −0.11 | 0.1 | 0.66 | ||
| 4 | I often have cravings for sweets |
| 0.36 | −0.28 | 0.29 | 0.01 | 0.61 | ||
| 5 | I often have cravings for chocolate |
| 0.42 | −0.11 | 0.27 | −0.06 | 0.6 | ||
| 6 | I often have cravings for ice-cream |
| 0.2 | −0.09 | 0.1 | 0.1 | 0.52 | ||
|
| 5.0 ± 1.1 | 0.76 | |||||||
| 1 | I reward myself by buying something really tasty | 0.11 |
| 0.18 | 0.14 | −0.01 | 0.7 | ||
| 2 | I indulge myself by buying something really delicious | 0.15 |
| 0.04 | 0.11 | 0.06 | 0.65 | ||
| 3 | When I am feeling down I want to treat myself with something really delicious | 0.22 |
| 0.16 | 0.08 | 0 | 0.57 | ||
| 4R | I avoid rewarding myself with food | 0.06 |
| 0.39 | 0 | 0.04 | 0.58 | ||
| 5R | In my opinion, comforting myself by eating is self-deception | 0.11 | 0.07 |
| 0.24 | −0.14 | 0.43 | ||
| 6R | I try to avoid eating delicious food when I am feeling down | 0.03 | 0.37 |
| −0.07 | 0.01 | 0.54 | ||
|
| 5.0 ± 0.9 | 0.51 | |||||||
| 1R | I do not believe that food should always be a source of pleasure | 0.09 | 0.17 |
| 0.19 | 0.16 | 0.42 | ||
| 2R | The appearance of food makes no difference to me | 0.08 | 0.02 | 0.19 | −0.02 |
| 0.53 | ||
| 3 | It is important for me to eat delicious food on weekdays as well as weekends | 0.07 | −0.03 | 0.33 |
| 0.04 | 0.69 | ||
| 4 | When I eat, I concentrate on enjoying the taste of food | −0.08 | 0.21 | −0.06 | 0.32 |
| 0.54 | ||
| 5R | I finish my meal even when I do not like the taste of a food | 0.07 | −0.1 | −0.11 | −0.01 |
| 0.52 | ||
| 6 | An essential part of my weekend is eating delicious food | −0.01 | 0.3 | 0.06 |
| 0.12 | 0.64 | ||
| Percentage variance explained (%) | 24.98 | 11.37 | 8.37 | 6.82 | 5.94 | 57.48 | |||
Negatively worded statements, “R” after the item number. Mean ± standard deviation denoted by ± σ. Coefficient alpha denoted by α and 1 = disagree strongly and, 7 = agree strongly. Communalities are represented by h2. Kaiser–Meyer–Olkin measure of sampling adequacy = 0.80. Bartlett’s test of sphericity: p < 0.0001. Values marked bold signify the highest loading of an item in a five-factor solution.
Figure 1Distribution and classification of respondents based on their “general health interest” and “pleasure” attitude scores (n = 173) as determined by the Health and Taste Attitude Scale. Where HH, LT = high health, low taste; HH, HT = high health, high taste; LH, LT = low health, low taste and LH, HT = low health, high taste.
ANOVA table for the main effects and interaction effects of health and taste attitude groups, samples, and information about gluten-free/wheat bread status of bread on the sensory attributes (appearance, aroma, flavour, and texture) as evaluated by consumers (n = 173).
| DF | Error DF | Appearance | Aroma | Flavour | Texture | |
|---|---|---|---|---|---|---|
| HTA group | 3 | 20 | NS | NS | NS | NS |
| Sample | 2 | 21 |
|
|
|
|
| Info | 1 | 22 | NS | 0 | NS | NS |
| HTA group * Sample | 6 | 17 |
| NS |
| NS |
| HTA group * Info | 3 | 20 | NS | NS | NS | NS |
| Sample * Info | 2 | 21 | NS | NS | NS | NS |
| HTA group * Sample * Info | 6 | 17 | NS | NS | NS | NS |
Where * = interaction and NS = not significant. The p-values highlighted in bold were significant at p < 0.05. HTA = health and taste attitude.
Mean (±standard deviation) hedonic ratings for the sensory properties of the gluten-free and wheat brown bread in informed and uninformed conditions combined.
| Appearance | Aroma | Flavour | Texture | |
|---|---|---|---|---|
| Standard wheat bread | 3.9 a ± 1.1 | 4.0 a ± 1.0 | 4.1 a ± 1.1 | 3.9 a ± 1.3 |
| Gluten-Free A (GFB) | 3.5 b ± 1.3 | 3.8 b ± 1.2 | 3.1 b ± 1.4 | 2.7 c ± 1.5 |
| Gluten-Free B (GFB) | 3.6 b ± 1.3 | 2.8 c ± 1.4 | 3.0 b ± 1.4 | 3.2 b ± 1.4 |
Means in a column with different superscripts are significantly different (p < 0.05). Where 1 = dislike very much, 5 = like very much.
Mean hedonic ratings of the bread samples as affected by health and taste attitudes (n = 173).
| Appearance | Aroma | Flavour | Texture | |
|---|---|---|---|---|
| HTHH * Standard | 3.8 abc | 3.9 | 3.9 b | 3.8 |
| HTLH * Standard | 3.9 ab | 3.9 | 4.3 a | 3.9 |
| LTHH * Standard | 4.1 a | 4.1 | 4.1 ab | 4.3 |
| LTLH * Standard | 3.8 abc | 4 | 3.9 b | 3.6 bc |
| HTHH * GFA | 3.7 abc | 3.8 | 3.3 c | 2.8 |
| HTLH * GFA | 3.3 d | 3.7 | 2.9 cd | 2.7 |
| LTHH * GFA | 3.6 bcd | 3.8 | 3.2 cd | 2.8 |
| LTLH * GFA | 3.5 cd | 4.1 | 3.1 cd | 2.6 f |
| HTHH * GFB | 3.6 bcd | 2.7 | 2.8 d | 3.1 |
| HTLH * GFB | 3.5 cd | 3 | 2.9 d | 3 |
| LTHH * GFB | 3.3 d | 2.7 | 2.9 cd | 3.2 |
| LTLH * GFB | 3.8 abc | 3 | 3.2 cd | 3.3 |
| 0.052 | 0.248 | 0.037 | 0.236 |
Mean ratings with different superscript letters (abc) significantly different, across all HTA groups and samples (p < 0.05). HTHH = high health, high taste; HTLH = high taste, low health; LTHH = low taste, high health and LTLH = low taste, low health. Where 1 = dislike very much, 5 = like very much and * = interaction.
Comparison of the frequency of the selection of characteristics (% of consumers out of n = 173) associated with gluten-free and wheat bread from a check-all-that-apply (CATA) list.
| Characteristics | Gluten-Free (%) | Wheat Bread (%) |
|---|---|---|
| Healthy * | 75 | 32 |
| For people with allergies * | 71 | 4 |
| Contributes to weight loss * | 56 | 8 |
| Foreign taste * | 55 | 3 |
| Source of fiber * | 47 | 68 |
| Natural * | 45 | 28 |
| Organic * | 43 | 18 |
| For people with coeliac disease * | 32 | 2 |
| Filling * | 31 | 55 |
| Bitter taste * | 25 | 3 |
| Appealing * | 24 | 49 |
| Processed * | 24 | 52 |
| Tasty/delicious * | 23 | 62 |
| Source of protein NS | 20 | 19 |
| Made with flour from sustainable crops * | 17 | 31 |
| Salty NS | 15 | 13 |
| Sweet taste * | 13 | 36 |
| Made with flour from indigenous crops NS | 13 | 17 |
| Many options available * | 11 | 57 |
| Easy to find * | 6 | 85 |
| Convenient * | 5 | 74 |
| Affordable * | 4 | 84 |
| Leaves you feeling bloated * | 4 | 31 |
| Source of fat * | 4 | 15 |
* Significant difference (p < 0.05) according to Cochran’s Q test. NS no significant difference (p > 0.05).