Guiné Raquel P F, Florença Sofia G, Carpes Solange, Anjos Ofélia
CERNAS Research Centre, Polytechnic Institute of Viseu, 3504-510 Viseu, Portugal.
Faculty of Food and Nutrition Sciences, University of Porto, 4200-465 Porto, Portugal.
Foods. 2020 Nov 30;9(12):1775. doi: 10.3390/foods9121775.
Sociodemographic characteristics, including regional variations, have been associated with different food consumption patterns. Behavioral factors and lifestyle variables may also contribute to different food dietary trends. In this way, the present study intended to investigate the consumption habits of the most relevant types of dairy products around the world and relate them to sociodemographic factors, for example, age, sex, education and country as well as with some anthropometric and behavioral aspects, for example, body mass index, satisfaction with body weight and exercise or sedentary lifestyles. One other objective of the study was to categorize the lifestyles of the participants, according to measured variables linked with hours of inactivity or exercise, in order to use these as possible differentiating variables for the consumption of dairy products. The study involved a questionnaire survey undertaken on a non-probabilistic convenience sample of participants from Portugal (PT) and Brazil (BR), and participation was voluntary and anonymous. The data analysis involved different statistical techniques: basic statistics, chi-square tests, factor analysis, cluster analysis and tree classification analysis. The results showed that semi skimmed milk is never consumed by about half of the participants (47.4% for PT and 46.7 for BR), and those numbers increase for skimmed (64.8% for PT and 50.9% for BR), chocolate flavored milk (82.6% for PT and 65.6% for BR) and enriched milks (94.8% for PT and 85.3% for BR). Cheeses are also consumed in the two countries by small numbers of people. The number of participants consuming imported cheeses in both countries was particularly low (only 4.0% consume these more than once a week in both countries), suggesting national products may be preferred. It was further observed that those who consume cheese do it seldom (once a week) or sometimes (2-3 times per week). Butter is also consumed by only about half of the adult population (43.8% for PT and 49.5% for BR), but the percentage of those who never consume butter increases for skimmed butter (66.0% for PT and 82.6% for BR) and unsalted butter (70.2% for PT and 69.1% for BR). The consumption of yogurts also follows similar low consumption patterns. The most frequently consumed yogurt types in Portugal are liquid (30.5% consume regularly) and natural yogurts (34.8% consume regularly), while in Brazil the most frequent are creamy fruit pulp yogurt (14.4% consume regularly), liquid (13.7% consume regularly) and Greek type yogurt (10.2% consume regularly). A factor analysis and a cluster analysis established groups according to lifestyles, as follows: 1-Screeners, 2-Exercisers, 3-Travelers and 4-Others. These lifestyles were found to be influential in the consumption of dairy products for all classes of dairy tested: milk, cheese, yogurt and butter. For example, the screeners were found to consume more milk, more butter, more cheese and more yogurt. Additionally, other influential factors were age, sex, education, BMI and satisfaction with body weight. Nevertheless, country was not a meaningfully discriminant variable in relation to the other variables included in the classification analysis. The results concluded that, despite some small differences in the patterns of consumption of dairy products in both countries, the levels of consumption of dairy products are extremely low, for all classes studied (milk, cheese, yogurt or butter). Additionally, it was concluded that some factors are influential on the level of consumption of dairy products, and therefore decision makers can plan their interventions according to the characteristics of the targeted segments of the population, according to lifestyle, age, sex, education, BMI and satisfaction with body weight.
社会人口学特征,包括地区差异,已与不同的食物消费模式相关联。行为因素和生活方式变量也可能导致不同的食物饮食趋势。通过这种方式,本研究旨在调查世界各地最相关类型乳制品的消费习惯,并将其与社会人口学因素(如年龄、性别、教育程度和国家)以及一些人体测量和行为方面(如体重指数、对体重的满意度以及运动或久坐的生活方式)联系起来。该研究的另一个目标是根据与不活动或运动时间相关的测量变量对参与者的生活方式进行分类,以便将这些作为乳制品消费的可能区分变量。该研究涉及对来自葡萄牙(PT)和巴西(BR)的非概率便利样本参与者进行问卷调查,参与是自愿且匿名的。数据分析涉及不同的统计技术:基本统计、卡方检验、因子分析、聚类分析和树分类分析。结果表明,约一半的参与者从不饮用半脱脂牛奶(葡萄牙为47.4%,巴西为46.7%),而对于脱脂牛奶(葡萄牙为64.8%,巴西为50.9%)、巧克力味牛奶(葡萄牙为82.6%,巴西为65.6%)和强化牛奶(葡萄牙为94.8%,巴西为85.3%),这一比例更高。两国食用奶酪的人数也较少。两国食用进口奶酪的参与者人数特别低(两国只有4.0%的人每周食用超过一次),这表明可能更青睐国产产品。进一步观察发现,食用奶酪的人很少(每周一次)或有时(每周2 - 3次)食用。只有约一半的成年人食用黄油(葡萄牙为43.8%,巴西为49.5%),但对于脱脂黄油(葡萄牙为66.0%,巴西为82.6%)和无盐黄油(葡萄牙为70.2%,巴西为69.1%),从不食用黄油的人的比例有所增加。酸奶的消费也呈现出类似的低消费模式。葡萄牙最常食用的酸奶类型是液体酸奶(30.5%的人经常食用)和天然酸奶(34.8%的人经常食用),而在巴西最常食用的是奶油果肉酸奶(14.4%的人经常食用)、液体酸奶(13.7%的人经常食用)和希腊式酸奶(10.2%的人经常食用)。因子分析和聚类分析根据生活方式建立了以下几类群体:1 - 筛选者、2 - 锻炼者、3 - 旅行者和4 - 其他。发现这些生活方式对所有测试的乳制品类别(牛奶、奶酪、酸奶和黄油)的消费都有影响。例如,发现筛选者消费更多的牛奶、更多的黄油、更多的奶酪和更多的酸奶。此外,其他有影响的因素包括年龄、性别、教育程度、体重指数和对体重的满意度。然而,在分类分析中,国家与其他变量相比并不是一个有意义的判别变量。结果得出结论,尽管两国在乳制品消费模式上存在一些小差异,但所有研究类别(牛奶、奶酪、酸奶或黄油)的乳制品消费水平都极低。此外,得出结论是一些因素对乳制品消费水平有影响,因此决策者可以根据目标人群的特征,如生活方式、年龄、性别、教育程度、体重指数和对体重的满意度,来规划他们的干预措施。