| Literature DB >> 31443177 |
Alessandra C Grasso1, Yung Hung2, Margreet R Olthof1, Wim Verbeke3, Ingeborg A Brouwer1.
Abstract
Protein-energy malnutrition (PEM) is a growing concern on account of an aging population and its negative health consequences. While dietary protein plays a key role in the prevention of PEM, it also plays a pivotal role in the environmental impact of the human diet. In search for sustainable dietary strategies to increase protein intake in older adults, this study investigated the readiness of older adults to accept the consumption of the following alternative, more sustainable protein sources: plant-based protein, insects, single-cell protein, and in vitro meat. Using ordinal logistic regression modeling, the associations of different food-related attitudes and behavior and sociodemographics with older adults' acceptance to consume such protein sources were assessed. Results were obtained through a consumer survey among 1825 community-dwelling older adults aged 65 years or above in five EU countries (United Kingdom, the Netherlands, Poland, Spain, and Finland). Dairy-based protein was generally the most accepted protein source in food products (75% of the respondents found its consumption acceptable or very acceptable). Plant-based protein was the most accepted alternative, more sustainable protein source (58%) followed by single-cell protein (20%), insect-based protein (9%), and in vitro meat-based protein (6%). We found that food fussiness is a barrier to acceptance, whereas green eating behavior and higher educational attainment are facilitators to older adults' acceptance to eat protein from alternative, more sustainable sources. Health, sensory appeal, and price as food choice motives, as well as gender and country of residence were found to influence acceptance, although not consistently across all the protein sources. Findings suggest that there is a window of opportunity to increase older adults' acceptance of alternative, more sustainable protein sources and in turn increase protein intake in an environmentally sustainable way in EU older adults.Entities:
Keywords: community-dwelling older adults; consumer; dietary protein; protein-energy malnutrition (PEM); sustainability
Mesh:
Substances:
Year: 2019 PMID: 31443177 PMCID: PMC6723411 DOI: 10.3390/nu11081904
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Correlation matrix of determinants in ordinal regression analyses for acceptance to consume sustainable protein sources in older adults in five EU countries 1.
| Independent Variables | ×1 | ×2 | ×3 | ×4 | ×5 | ×6 | ×7 | ×8 | ×9 | ×10 |
|---|---|---|---|---|---|---|---|---|---|---|
| ×1: Gender 2 | – | |||||||||
| x2: Age 3 | −0.043 | – | ||||||||
| ×3: Education 4 | −0.079 ** | 0.030 | – | |||||||
| ×4: Health 5 | 0.158 ** | −0.053 * | 0.047 * | – | ||||||
| ×5: Convenience 5 | 0.109 ** | −0.031 | 0.008 | 0.338 ** | – | |||||
| ×6: Sensory 5 | 0.185 ** | −0.073 ** | −0.036 | 0.462 ** | 0.295 ** | – | ||||
| ×7: Price 5 | 0.057 * | −0.078 ** | −0.105 ** | 0.361 ** | 0.446 ** | 0.289 ** | – | |||
| ×8: Sustainability 5 | 0.202 ** | −0.081 ** | 0.051 * | 0.655 ** | 0.374 ** | 0.423 ** | 0.279 ** | – | ||
| ×9: Food fussiness | −0.059 * | 0.005 | −0.066 ** | −0.118 ** | 0.199 ** | −0.088 ** | 0.104 ** | −0.019 | – | |
| ×10: Green eating behavior | 0.130 ** | −0.058 * | 0.134 ** | 0.247 ** | −0.028 | 0.141 ** | −0.070 ** | 0.429 ** | −0.177 ** | – |
1 Items with asterisk are statistically significant, * p-value < 0.05, ** p-value < 0.01. 2 Gender was coded 0 = male, 1 = female. 3 Age was coded 0 = below 70 years, 1 = 70 years and older. 4 Education was coded 0 = No higher education, 1 = Higher education. 5 Food choice motive.
Background characteristics of 1825 adults aged 65 years and older from five EU countries (n = 1825 unless indicated otherwise).
| Characteristic | % of Sample |
|---|---|
| Gender | |
| Male | 50.4 |
| Female | 49.6 |
| Age group | |
| 65–69 | 55.9 |
| 70–90 | 44.1 |
| Country | |
| United Kingdom | 20.0 |
| The Netherlands | 20.1 |
| Poland | 19.9 |
| Spain | 20.0 |
| Finland | 20.0 |
| Educational attainment | |
| Below tertiary level | 59.6 |
| Tertiary level or above | 40.4 |
| Perceived financial situation (n = 1791) | |
| Have some or severe difficulties | 16.4 |
| Get by alright | 38.3 |
| Manage quite or very well | 45.3 |
| Living condition | |
| Lives alone | 30.6 |
| Lives with others | 69.4 |
| Responsibility for food purchases | |
| Does most of food shopping | 70.3 |
| Shared responsibility for food shopping | 19.6 |
| Does not shop for food | 10.1 |
| Number of health problems 1, mean ± sd (n = 1748) | 2.3 ± 2.1 |
| Dietary regime 2 | |
| Follows a meat-limiting diet | 13.2 |
| Does not follow a meat-limiting diet | 86.8 |
1 Sum of number of reported health problems out of 17 asked health problems. 2 Meat-limiting diet includes those who reported to follow a vegetarian or vegan diet or reported to eat meat (meat in a warm meal or cold-cuts) one time per week or less in the past four weeks.
Factor loadings from principal axis factor analysis in of 1825 adults aged 65 years and older from five EU countries.
| Factor | Health 1 | Convenience 1 | Sensory 1 | Price 1 | Sustainability 1 | Food Fussiness | Green Eating Behavior |
|---|---|---|---|---|---|---|---|
|
| |||||||
| … contains a lot of vitamins | 0.74 | ||||||
| … keeps me healthy | 0.79 | ||||||
| … is nutritious | 0.76 | ||||||
| … is high in protein | 0.68 | ||||||
| … is good for my skin, teeth, hair, nails, etc. | 0.73 | ||||||
| … is high in fiber and roughage | 0.70 | ||||||
| … is easy to prepare | 0.82 | ||||||
| … can be cooked very simply | 0.91 | ||||||
| … takes no time to prepare | 0.77 | ||||||
| … can be bought in shops close to where I live | 0.53 | ||||||
| … is easily available in shops and supermarkets | 0.43 | ||||||
| … smells nice | 0.72 | ||||||
| … looks nice | 0.82 | ||||||
| … has a pleasant texture | 0.79 | ||||||
| … has no small pieces that go between my teeth 2 | – | ||||||
| … is easy to chew and swallow 2 | – | ||||||
| … tastes good | 0.59 | ||||||
| … is not expensive | 0.80 | ||||||
| … is cheap | 0.78 | ||||||
| … is good value for money | 0.56 | ||||||
| … is sustainable | 0.35 | ||||||
| … is environmentally-friendly | 0.71 | ||||||
| … is organic | 0.70 | ||||||
|
| |||||||
| I enjoy tasting new foods | 0.73 | ||||||
| I enjoy a wide variety of foods | 0.63 | ||||||
| I am interested in tasting food that I have not tasted before | 0.76 | ||||||
| I refuse new foods at first | 0.65 | ||||||
| I decide that I don’t like food, even without tasting it | 0.61 | ||||||
| I am difficult to please with meals | 0.46 | ||||||
| I refuse changing my daily dietary pattern | 0.48 | ||||||
|
| |||||||
| Locally grown or produced foods | 0.681 | ||||||
| Foods purchased directly from farmer’s markets | 0.636 | ||||||
| Organic foods | 0.756 | ||||||
| Foods with environmental sustainability label | 0.836 | ||||||
| Foods with ethical sustainability label | 0.827 | ||||||
| N | 1825 | 1825 | 1825 | 1825 | 1825 | 1825 | 1808 |
| Mean of construct | 3.6 | 3.1 | 3.6 | 3.2 | 3.1 | 2.3 | 2.8 |
| Standard deviation of construct | 0.7 | 0.8 | 0.7 | 0.8 | 0.9 | 0.6 | 0.8 |
| Cronbach’s α | 0.90 | 0.85 | 0.86 | 0.81 | 0.82 | 0.81 | 0.81 |
1 Food choice motive; 2 Items were removed as they did not have a significant loading on any factor.
Figure 1Level of acceptance to eat food products containing alternative, more sustainable protein sources (italicized and in bold) and other dietary protein sources in adults aged 65 years and older from five EU countries (%, n = 1825).
Sociodemographic characteristics of the sample who responded ‘I don’t know’ (DK) versus the sample who responded in the ordered scale (R) (very unacceptable (=1) to very acceptable (=5)) when asked to what extent they eat foods containing a sustainable protein source 1.
| Sociodemographic Characteristic | Plant | Insect | Single Cell | In Vitro | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DK | R | DK | R | DK | R | DK | R | |||||
| n = | 84 | 1741 | 126 | 1699 | 195 | 1630 | 199 | 1626 | ||||
| Gender | ||||||||||||
| Male | 46.4 | 50.6 | 0.455 | 49.2 | 50.2 | 0.779 | 46.2 | 50.9 | 0.208 | 50.3 | 50.4 | 0.962 |
| Female | 53.6 | 49.4 | 50.8 | 49.5 | 53.8 | 49.1 | 49.7 | 49.6 | ||||
| Age (y) | ||||||||||||
| Below 70 | 48.8 | 56.3 | 0.177 | 47.6 | 56.6 | 0.051 | 49.7 | 56.7 | 0.065 | 53.3 | 56.3 | 0.420 |
| 70+ | 51.2 | 43.7 | 52.4 | 43.4 | 50.3 | 43.3 | 46.7 | 43.7 | ||||
| Country | 0.009 | 0.052 | 0.013 | 0.192 | ||||||||
| United Kingdom | 27.4 | 19.6 | 23.0 | 19.8 | 19.5 | 20.1 | 19.6 | 20.0 | ||||
| The Netherlands | 13.1 | 20.4 | 11.1 | 20.7 | 16.4 | 20.5 | 17.1 | 20.4 | ||||
| Poland | 8.3 | 20.5 | 19.8 | 20.0 | 14.9 | 20.6 | 16.1 | 20.4 | ||||
| Spain | 23.8 | 19.8 | 19.0 | 20.1 | 20.5 | 19.9 | 22.1 | 19.7 | ||||
| Finland | 27.4 | 19.6 | 27.0 | 19.5 | 28.7 | 19.0 | 25.1 | 19.4 | ||||
| Educational attainment | ||||||||||||
| Below tertiary level | 78.6 | 58.7 | <0.001 | 67.5 | 59.0 | 0.063 | 68.2 | 41.4 | 0.010 | 65.3 | 58.9 | 0.082 |
| Tertiary level or above | 21.4 | 41.3 | 32.5 | 41.0 | 31.8 | 58.6 | 34.7 | 41/1 | ||||
| Perceived financial situation | (n = 78) | (n = 1713) | 0.320 | (n = 122) | (n = 1669) | 0.059 | (n = 190) | (n = 1601) | 0.818 | (n = 191) | (n = 1600) | 0.595 |
| Have some or severe difficulties | 12.8 | 16.6 | 13.1 | 16.7 | 17.9 | 16.2 | 14.1 | 16.7 | ||||
| Get by alright | 46.2 | 37.9 | 48.4 | 37.6 | 36.8 | 38.5 | 40.8 | 38.0 | ||||
| Manage quite or very well | 41.0 | 45.5 | 38.5 | 45.8 | 45.3 | 45.3 | 45.0 | 45.3 | ||||
| Living condition | ||||||||||||
| Lives alone | 27.4 | 30.8 | 0.508 | 30.2 | 30.7 | 0.905 | 27.8 | 31.0 | 0.346 | 26.6 | 31.1 | 0.295 |
| Lives with others | 72.6 | 69.2 | 69.8 | 69.3 | 72.3 | 69.0 | 73.4 | 68.9 | ||||
| Responsibility for food purchases | 0.740 | 0.729 | 0.477 | 0.983 | ||||||||
| Does most of food shopping | 66.7 | 70.5 | 67.5 | 70.5 | 66.7 | 70.7 | 69.8 | 70.4 | ||||
| Shared responsibility | 21.4 | 19.5 | 22.2 | 19.4 | 22.6 | 19.3 | 20.1 | 19.6 | ||||
| Does not shop for food | 11.9 | 10.0 | 10.3 | 10.1 | 10.8 | 10.0 | 10.1 | 10.1 | ||||
| Number of health Problems 3, mean ± sd | (n = 76) | (n = 1672) | 0.585 | (n = 116) | (n = 1632) | 0.575 | (n = 183) | (n = 1565) | 0.452 | (n =1 88) | (n = 1560) | 0.632 |
| 2.4 ± 2.2 | 2.5 ± 2.1 | 2.4 ± 2.1 | 2.5 ± 2.1 | 2.4 ± 2.1 | 2.5 ± 2.1 | 2.5 ± 2.1 | 2.5 ± 2.1 | |||||
| Dietary regime 4 | ||||||||||||
| Follows meat-limiting diet | 15.5 | 13.0 | 0.518 | 12.7 | 13.2 | 0.876 | 17.4 | 12.6 | 0.061 | 16.1 | 12.8 | 0.195 |
| Does not Follow Meat-Limiting Diet | 84.5 | 87.0 | 87.3 | 86.8 | 82.6 | 87.4 | 83.9 | 87.2 | ||||
1 Presented as percent of total unless otherwise indicated. 2 Result from a test for significant difference between the two groups, using chi-square test or Fisher’s exact test for categorical variables or a t-test for continuous variables. 3 Sum of number of reported health problems out of 17 asked health problems. 4 Meat-limiting diet includes those who reported to follow a vegetarian or vegan diet or reported to eat meat one time per week or less in the past four weeks.
Determinants of acceptance to eat food products containing protein from alternative, more sustainable sources in adults aged 65 years and older from five EU countries—results from ordinal regression analyses 1.
| Plant | Insect | Single Cell | In Vitro | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OR | (95% CI) | OR | (95% CI) | OR | (95% CI) | OR | (95% CI) | |||||
| Gender | ||||||||||||
| Male (Ref) | - | - | - | - | ||||||||
| Female | 0.96 | (0.78–1.19) | 0.719 |
| (0.34–0.55) | < 0.001 |
| (0.55–0.83) | <0.001 |
| (0.45–0.72) | <0.001 |
| Age (y) | ||||||||||||
| 65–69 (Ref) | - | - | - | - | ||||||||
| 70–90 | 1.08 | (0.87–1.33) | 0.499 | 1.06 | (0.84–1.34) | 0.605 | 0.93 | (0.76–1.14) | 0.501 | 1.06 | (0.85–1.33) | 0.587 |
| Country | ||||||||||||
| United Kingdom (Ref) | - | - | - | - | ||||||||
| The Netherlands | 1.02 | (0.73–1.43) | 0.907 |
| (1.48–3.15) | < 0.001 | 0.89 | (0.64–1.23) | 0.477 | 1.23 | (0.86–1.76) | 0.249 |
| Poland |
| (1.09–2.38) | 0.016 | 0.87 | (0.55–1.37) | 0.554 | 0.83 | (0.58–1.18) | 0.299 |
| (0.40–0.93) | 0.022 |
| Spain | 1.11 | (0.79–1.56) | 0.553 |
| (1.01–2.21) | 0.042 | 1.32 | (0.96–1.84) | 0.092 | 0.95 | (0.66–1.36) | 0.771 |
| Finland | 0.98 | (0.71–1.36) | 0.894 |
| (1.56–3.17) | < 0.001 | 0.73 | (0.54–1.01) | 0.054 | 1.14 | (0.81–1.61) | 0.446 |
| Educational attainment 2 | ||||||||||||
| No higher education (Ref) | - | - | - | - | ||||||||
| Higher education |
| (1.06–1.66) | 0.013 |
| (1.11–1.78) | 0.005 |
| (1.14–1.73) | 0.001 | 1.34 | (1.06–1.70) | 0.013 |
| Food choice motives 3 | ||||||||||||
| Health |
| (1.19–1.82) | <0.001 | 0.80 | (0.64–1.02) | 0.071 | 1.08 | (0.88–1.33) | 0.442 | 0.88 | (0.70–1.11) | 0.293 |
| Convenience | 0.88 | (0.75–1.03) | 0.118 | 0.96 | (0.81–1.15) | 0.675 | 0.96 | (0.82–1.12) | 0.592 | 1.05 | (0.88–1.24) | 0.593 |
| Sensory | 1.01 | (0.84–1.20) | 0.953 |
| (0.58–0.85) | < 0.001 |
| (0.70–0.99) | 0.040 | 0.83 | (0.68–1.00) | 0.050 |
| Price | 1.10 | (0.94–1.28) | 0.254 | 1.13 | (0.95–1.35) | 0.159 | 1.11 | (0.96–1.29) | 0.159 |
| (1.06–1.48) | 0.009 |
| Sustainability | 1.04 | (0.86–1.25) | 0.691 | 1.22 | (0.99–1.50) | 0.059 | 1.10 | (0.92–1.31) | 0.302 | 0.98 | (0.81–1.20) | 0.881 |
| Food fussiness 4 |
| (0.45–0.66) | <0.001 |
| (0.41–0.63) | < 0.001 |
| (0.39–0.56) | <0.001 |
| (0.60–0.89) | <0.001 |
| Green eating behavior 5 |
| (1.21–1.73) | <0.001 |
| (1.11–1.66) | 0.003 |
| (1.21–1.72) | <0.001 |
| (1.07–1.57) | <0.001 |
| Nagelkerke R square (%) | 12.1 | 15.2 | 12.5 | 6.7 | ||||||||
1 Odds ratio (OR) is bold if statistically significant, p-value < 0.05. 2 No higher education includes no education up to higher secondary education; Higher education includes bachelor, master or doctoral education. 3 Each food choice motive is a continuous score from one to five, with a greater score indicating more importance is placed on the respective motive (e.g., health) when making food choices. 4 Food fussiness is a continuous score from one to five, with a greater score indicating a greater tendency to be a fussy or picky eater. 5 Green eating behavior is a continuous score from one to five, with a greater score indicating a greater tendency to practice sustainable food-related behaviors such as buying local or organic food.