| Literature DB >> 35681284 |
Meike Rombach1, David L Dean2, Tim Baird2, Jacob Kambuta1.
Abstract
This study examines the key factors that determine the preferences of US consumers towards the growing and processing used for horticultural products such as fruit, vegetables, wine and beer over their preferences for buying them both before and after the COVID-19 pandemic. The findings obtained using Partial Least Square Structural Equation Modeling (PLS-SEM) show that engagement with horticulture prior to and after the occurrence of COVID-19 influenced preferences for the growing and processing of fruit, vegetables, wine and beer over buying them in both the pre-COVID-19 and post-COVID-19 contexts. Engagement with horticulture before and after the COVID-19 pandemic was significantly impacted by attitudes towards US growers. Attitudes towards COVID-19 and human values such as self-enhancement, conservation and self-transcendence were also found to be significant factors, while openness to change was not found to be significant. Best practice recommendations are included on the basis of these findings for managers of community gardens, horticultural properties and specialized food stores.Entities:
Keywords: COVID-19; PLS-SEM; horticultural products
Year: 2022 PMID: 35681284 PMCID: PMC9180933 DOI: 10.3390/foods11111536
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Figure 1The conceptual model and hypotheses associated with this study.
Demographic Information (n = 383).
| Freq | % | % US Census | |
|---|---|---|---|
| Age (StDev: 0.940) | |||
| 18–24 | 18 | 4.7 | 12 |
| 25–34 | 215 | 56.1 | 18 |
| 35–44 | 104 | 27.2 | 16 |
| 45–54 | 27 | 7.0 | 16 |
| 55–64 | 14 | 3.7 | 17 |
| 65+ | 5 | 1.3 | 21 |
| Total | 383 | 100 | 100 |
| Education (StDev: 0.927) | |||
| Did not finish high school | 6 | 1.6 | 11 |
| Finished high school | 46 | 12.0 | 27 |
| Attended university | 40 | 10.4 | 20 |
| Bachelor’s degree | 223 | 58.2 | 29 |
| Postgraduate degree | 68 | 17.8 | 13 |
| Total | 383 | 100 | 100 |
| Household Annual Income (StDev: 1.141) | |||
| USD0 to USD24,999 | 80 | 20.9 | 18 |
| USD25,000 to USD49,999 | 117 | 30.5 | 20 |
| USD50,000 to USD74,999 | 119 | 31.1 | 18 |
| USD75,000 to USD99,999 | 40 | 10.4 | 13 |
| USD100,000 or higher | 27 | 7.0 | 31 |
| Total | 383 | 100 | 100 |
| Gender (StDev: 0.501) | |||
| Male | 196 | 51.2 | 49 |
| Female | 187 | 48.8 | 51 |
| Total | 383 | 100 | 100 |
| Region | |||
| Northeast | 83 | 21.7 | 17 |
| South | 90 | 23.5 | 38 |
| Midwest | 133 | 34.8 | 21 |
| West | 77 | 20.1 | 24 |
| Total | 383 | 100 | 100 |
(a) Schwartz Values: descriptive stats, scale loadings, reliabilities and convergent validity. (b) Attitudes to US growers and COVID-19: descriptive stats, loadings, reliabilities and convergent validity. (c) Hort-engagement and grow vs. buy preferences: loadings, reliabilities and convergent validity.
| Scales and Items | Mean | Std Dev | Factor Loadings | Cronbach’s Alpha | Composite Reliability | Average Variance Extracted |
|---|---|---|---|---|---|---|
| ( | ||||||
| Schwartz Value: Self-Enhancement | 0.629 | 0.835 | 0.718 | |||
| Importance of POWER (social power, authority, wealth) | 4.89 | 1.68 | 0.924 | |||
| Importance of ACHIEVEMENT (success, capability, ambition, influence on people and events) | 5.42 | 1.35 | 0.763 | |||
| Schwartz Value: Openness to Change | 0.659 | 0.785 | 0.560 | |||
| Importance of HEDONISM (gratification of desires, enjoyment in life, self-indulgence) | 5.21 | 1.46 | 0.835 | |||
| Importance of STIMULATION (daring, a varied and challenging life, an exciting life) | 5.27 | 1.39 | 0.850 | |||
| Importance of SELF-DIRECTION (creativity, freedom, curiosity, independence, choosing one’s own goals) | 5.56 | 1.32 | 0.512 | |||
| Schwartz Value: Self-Transcendence | 0.502 | 0.762 | 0.630 | |||
| Importance of UNIVERSALISM (broad-mindedness, beauty of nature and arts, social justice, a world at peace, equality, wisdom, unity with nature, environmental protection) | 5.56 | 1.24 | 0.963 | |||
| Importance of BENEVOLENCE (helpfulness, honesty, forgiveness, loyalty, responsibility) | 5.51 | 1.30 | 0.576 | |||
| Schwartz Value: Conservation | 0.736 | 0.843 | 0.644 | |||
| Importance of TRADITION (respect for tradition, humbleness, accepting one’s portion in life, devotion, modesty) | 5.36 | 1.37 | 0.851 | |||
| Importance of CONFORMITY (obedience, honoring parents and elders, self-discipline, politeness) | 5.10 | 1.55 | 0.869 | |||
| Importance of SECURITY (national security, family security, social order, cleanliness, reciprocation of favors) | 5.66 | 1.12 | 0.672 | |||
| ( | ||||||
| Attitudes towards US Growers | 0.839 | 0.876 | 0.503 | |||
| US growers have a longstanding tradition and lots of experience in growing sustainable apples | 5.34 | 1.34 | 0.63 | |||
| US apple growers contribute to the care and maintenance of the landscape | 5.44 | 1.25 | 0.682 | |||
| US apple growers make active contributions to preserve biodiversity | 5.24 | 1.38 | 0.764 | |||
| US apple growers treat land resources responsibly | 5.47 | 1.22 | 0.708 | |||
| Social pressure on apple growers should be increased as they are the main agents of climate change | 4.98 | 1.55 | 0.743 | |||
| Social pressure on apple growers should be increased as they are the main agents of eutrophication | 5.17 | 1.47 | 0.685 | |||
| US apple growers are environmentally conscious | 5.32 | 1.37 | 0.745 | |||
| Attitudes towards COVID-19 | 0.772 | 0.844 | 0.522 | |||
| I feel COVID-19 has changed our culture towards more inequality | 5.04 | 1.53 | 0.837 | |||
| I feel COVID-19 has changed how we use technology | 5.63 | 1.20 | 0.588 | |||
| I feel COVID-19 has changed our societal structures towards distance | 5.43 | 1.29 | 0.722 | |||
| I feel COVID-19 has changed societal processes towards unfairness | 5.32 | 1.35 | 0.722 | |||
| I feel COVID-19 has changed our economy towards more instability | 5.37 | 1.36 | 0.723 | |||
| ( | ||||||
| Hort Engagement Pre-COVID | 0.954 | 0.961 | 0.731 | |||
| Before COVID-19—Growing fruit and vegetables in my own garden | 4.42 | 1.80 | 0.811 | |||
| Before COVID-19—Participating in food and seed swaps | 4.40 | 1.93 | 0.884 | |||
| Before COVID-19—Reading magazines and books about plants | 4.56 | 1.79 | 0.861 | |||
| Before COVID-19—Watching YouTube clips on plant propagation | 4.63 | 1.86 | 0.854 | |||
| Before COVID-19—Keeping a high stock of food | 4.63 | 1.63 | 0.766 | |||
| Before COVID-19—Making my own bread, jam or juice | 4.54 | 1.84 | 0.850 | |||
| Before COVID-19—Brewing wine or beer | 4.06 | 2.05 | 0.884 | |||
| Before COVID-19—Keeping bees | 4.17 | 2.09 | 0.877 | |||
| Before COVID-19—Participating in food sharing or other sharing opportunities | 4.37 | 2.00 | 0.897 | |||
| Hort Engagement Since COVID | 0.938 | 0.948 | 0.671 | |||
| Since COVID-19—Growing fruit and vegetables in my own garden | 4.55 | 1.78 | 0.786 | |||
| Since COVID-19—Participating in food and seed swaps | 4.40 | 1.94 | 0.870 | |||
| Since COVID-19—Reading magazines and books about plants | 4.50 | 1.75 | 0.832 | |||
| Since COVID-19—Watching YouTube clips on plant propagation | 4.63 | 1.76 | 0.817 | |||
| Since COVID-19—Keeping a high stock of food | 4.79 | 1.56 | 0.653 | |||
| Since COVID-19—Making my own bread, jam or juice | 4.60 | 1.83 | 0.799 | |||
| Since COVID-19—Brewing wine or beer | 3.97 | 2.01 | 0.873 | |||
| Since COVID-19—Keeping bees | 4.17 | 2.04 | 0.838 | |||
| Since COVID-19—Participating in food sharing or other sharing opportunities | 4.21 | 1.95 | 0.882 | |||
| Grow vs. Buy Fruit Preference Pre-COVID | 0.947 | 0.959 | 0.825 | |||
| Before COVID-19, did you prefer buying or growing your own apples and other pip fruit? | 51.78 | 29.99 | 0.914 | |||
| Before COVID-19, did you prefer buying or growing your own berries and other soft fruit? | 50.07 | 29.69 | 0.937 | |||
| Before COVID-19, did you prefer buying or making your own wine or beer? | 46.18 | 31.97 | 0.891 | |||
| Before COVID-19, did you prefer buying or growing your own lemons and other citrus fruit? | 50.88 | 30.87 | 0.914 | |||
| Before COVID-19, did you prefer buying or growing your own vegetables? | 59.59 | 29.19 | 0.885 | |||
| Grow vs. Buy Fruit Preference Since COVID | 0.945 | 0.958 | 0.820 | |||
| Since COVID-19, do you prefer buying or growing your own apples and other pip fruit? | 52.64 | 30.32 | 0.927 | |||
| Since COVID-19, do you prefer buying or growing your own berries and other soft fruit? | 51.68 | 29.85 | 0.928 | |||
| Since COVID-19, do you prefer buying or making your own wine or beer? | 46.16 | 31.94 | 0.886 | |||
| Since COVID-19, do you prefer buying or growing your own lemons and other citrus fruits? | 52.01 | 31.01 | 0.915 | |||
| Since COVID-19, do you prefer buying or growing your own vegetables? | 59.78 | 28.77 | 0.871 | |||
Note: (a) Adapted from Lindeman and Verkasalo (2005) [63]. (b) Items developed by the authors following Bir et al., (2021), Mullins et al., (2021) and Bulgari et al., (2021) and adapted from Klein (2011) [1,11,16]. (c) Items developed by the authors following Bulgari et al., (2021) [11].
Scale Discriminant Validity.
| Fornell–Larcker Criterion | A | B | C | D | E | F | G | H | I | J |
|---|---|---|---|---|---|---|---|---|---|---|
| (A) Attitudes towards COVID | 0.723 | |||||||||
| (B) Attitudes towards US growers | 0.478 | 0.709 | ||||||||
| (C) Conservation | 0.483 | 0.551 | 0.804 | |||||||
| (D) Grow/Make vs. Buy Hort Pre-COVID | 0.444 | 0.409 | 0.389 | 0.908 | ||||||
| (E) Grow/Make vs. Buy Hort Since COVID | 0.428 | 0.398 | 0.410 | 0.947 | 0.906 | |||||
| (F) Hort Engagement Pre-COVID | 0.439 | 0.597 | 0.462 | 0.753 | 0.730 | 0.855 | ||||
| (G) Hort Engagement Since COVID | 0.534 | 0.561 | 0.552 | 0.767 | 0.759 | 0.870 | 0.819 | |||
| (H) Openness to Change | 0.485 | 0.533 | 0.516 | 0.420 | 0.426 | 0.415 | 0.474 | 0.756 | ||
| (I) Self Enhancement | 0.527 | 0.553 | 0.604 | 0.479 | 0.480 | 0.547 | 0.619 | 0.624 | 0.849 | |
| (J) Self-Transcendence | 0.413 | 0.384 | 0.499 | 0.128 | 0.159 | 0.152 | 0.251 | 0.510 | 0.325 | 0.810 |
|
| ||||||||||
| Attitudes towards US growers | 0.599 | |||||||||
| Conservation | 0.629 | 0.675 | ||||||||
| Grow/Buy Hort Pre-COVID | 0.478 | 0.422 | 0.439 | |||||||
| Grow/Buy Hort Since COVID | 0.462 | 0.408 | 0.465 | 1.000 | ||||||
| Hort Engagement Pre-COVID | 0.484 | 0.633 | 0.520 | 0.789 | 0.765 | |||||
| Hort Engagement Since COVID | 0.604 | 0.603 | 0.640 | 0.809 | 0.801 | 0.915 | ||||
| Openness to Change | 0.731 | 0.699 | 0.747 | 0.448 | 0.464 | 0.463 | 0.551 | |||
| Self-Enhancement | 0.745 | 0.752 | 0.875 | 0.587 | 0.588 | 0.672 | 0.774 | 0.948 | ||
| Self-Transcendence | 0.739 | 0.614 | 0.865 | 0.184 | 0.229 | 0.254 | 0.382 | 1.025 | 0.634 |
Path Coefficients Results.
| Hypothesized Relationship | Coefficient | T Stat | |
|---|---|---|---|
| H1a: Self-Transcendence -> Hort Engagement Pre-COVID | 3.884 | 0.000 | |
| H1b: Openness to Change -> Hort Engagement Pre-COVID | 0.054 | 0.937 | 0.349 |
| H1c: Self-Enhancement -> Hort Engagement Pre-COVID | 4.214 | 0.000 | |
| H1d: Conservation -> Hort Engagement Pre-COVID | 2.434 | 0.015 | |
| H2a: Self-Transcendence -> Hort Engagement Since COVID | 2.833 | 0.005 | |
| H2b: Openness to Change -> Hort Engagement Since COVID | 0.043 | 0.742 | 0.458 |
| H2c: Self-Enhancement -> Hort Engagement Since COVID | 4.216 | 0.000 | |
| H2d: Conservation -> Hort Engagement Since COVID | 3.355 | 0.001 | |
| H3: Attitudes Towards Hort Growers -> Hort Engagement Pre-COVID | 7.711 | 0.000 | |
| H4: Attitudes Towards Hort Growers -> Hort Engagement Since COVID | 3.862 | 0.000 | |
| H5: Attitudes Towards COVID -> Hort Engagement Since COVID | 3.604 | 0.000 | |
| H6: Hort Engagement Pre-COVID -> Grow/Process vs. Buy Hort Products Pre-COVID | 24.442 | 0.000 | |
| H7: Hort Engagement Pre-COVID -> Grow/Process vs. Buy Hort Products Since COVID | 3.289 | 0.001 | |
| H8: Hort Engagement Since COVID -> Grow/Process vs. Buy Hort Products Since COVID | 5.986 | 0.000 |
Bold = p < 0.05.
Figure 2Conceptual Model Results.