Leave the Milk for the Calf and Spread the Word: Exploring Factors Determining US Consumers’ Willingness to Try Plant-Based Milk Alternatives and Their Word-of-Mouth Sharing about Plant-Based Milk Alternatives
Abstract
:1. Introduction
2. Conceptual Framework
2.1. Animal Welfare Concerns
2.2. Diary Preferences
2.3. Environmental Concerns
2.4. Health Consciousness
2.5. Plant-Based Milk Enthusiasm
3. Materials and Methods
3.1. Survey Instrument and Sample Description
3.2. Data Analysis
4. Results
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Freq | % | 2019 Census % | |
---|---|---|---|
Age | |||
18 to 24 | 19 | 3.9 | 12 |
25 to 34 | 192 | 39.5 | 18 |
35 to 44 | 154 | 31.7 | 16 |
45 to 54 | 50 | 10.3 | 16 |
55 to 64 | 51 | 10.5 | 17 |
65 and higher | 20 | 4.1 | 21 |
Total | 486 | 100 | 100 |
Education | |||
Failed to finish high school | 3 | 0.6 | 11 |
Finished high school | 52 | 10.7 | 27 |
Attended university | 50 | 10.3 | 20 |
Bachelors degree | 263 | 54.1 | 29 |
Postgraduate degree | 118 | 24.3 | 13 |
Total | 486 | 100 | 100 |
Annual Household Income | |||
USD 0 to under USD 25k | 74 | 15.2 | 18 |
USD 25k to under USD 50k | 140 | 28.8 | 20 |
USD 50k to under USD 75k | 140 | 28.8 | 18 |
USD 75k to under USD 100k | 92 | 18.9 | 13 |
USD 100,000 or higher | 40 | 8.2 | 31 |
Total | 486 | 100 | 100 |
Gender Identification | |||
Male | 258 | 53.1 | 49 |
Female | 228 | 46.9 | 51 |
Total | 486 | 100 | 100 |
Residence | |||
Northeast | 105 | 21.6 | 17 |
South | 230 | 47.3 | 38 |
Midwest | 86 | 17.7 | 21 |
West | 65 | 13.4 | 24 |
Total | 486 | 100 | 100 |
Scales and Items | Factor Loadings | Cronbach’s Alpha | CR | AVE |
---|---|---|---|---|
Environmental Concerns | 0.814 | 0.863 | 0.518 | |
Purchasing plant-based milk alternatives saves valuable environmental resources | 0.816 | |||
I can help protect the environment by purchasing plant-based milk alternatives | 0.803 | |||
I can help decrease environmental problems by purchasing plant-based milk alternatives | 0.829 | |||
The production of plant-based milk alternatives is concerning because of the high water footprint | 0.595 | |||
The production of plant-based milk alternatives is concerning because of the high usage of agro-chemicals | 0.597 | |||
The production of plant-based milk alternatives is concerning because of the poor treatment of labour | 0.636 | |||
Animal Welfare | 0.89 | 0.913 | 0.600 | |
I am highly concerned about animal welfare and factory farming | 0.861 | |||
I do not purchase products where the production process causes animals to suffer | 0.717 | |||
I am concerned about whether the animals were treated humanely and ethically throughout their lives | 0.768 | |||
I am concerned about whether the animals were given adequate food and sanitation | 0.727 | |||
I am concerned about whether the animals were raised as freely and naturally as possible | 0.821 | |||
Plant-based milk alternatives will increase the number of happy animals on earth | 0.751 | |||
The existence of plant-based alternative milks will improve animal welfare conditions | 0.767 | |||
Health Consciousness | 0.818 | 0.879 | 0.645 | |
My health is so valuable to me that I am prepared to sacrifice many things | 0.765 | |||
I think that I take my health into account a lot in my life | 0.790 | |||
I consider myself to be very health conscious | 0.866 | |||
I take care of my health | 0.789 | |||
Plant-Based Milk Enthusiasm | 0.650 | 0.807 | 0.631 | |
When I need to make a purchase, these plant-based milk alternatives are my first choice | 0.958 | |||
I try to use plant-based milk alternatives before regular products whenever I need to make a purchase | 0.959 | |||
I do not like to switch between plant-based milk alternatives and regular products | 0.435 | |||
Dairy Preference | 0.872 | 0.907 | 0.66 | |
Dairy products are necessary for obtaining beneficial nutrients | 0.797 | |||
Dairy products are an important part of a healthy and balanced diet | 0.815 | |||
The specific texture of dairy products is important to me | 0.772 | |||
The smell of dairy products is important to me | 0.819 | |||
The appearance of dairy products is important to me | 0.857 | |||
Willingness to try Plant-Based Milk Alternatives | 0.817 | 0.879 | 0.646 | |
Almond milk | 0.733 | |||
Rice milk | 0.838 | |||
Pea milk | 0.813 | |||
Hemp milk | 0.826 | |||
Word-of-Mouth Sharing about Plant-Based Milk Alternatives | 0.846 | 0.907 | 0.765 | |
I recommend plant-based milk alternatives to friends | 0.860 | |||
I recommend plant-based milk on social media | 0.913 | |||
I like to leave online reviews | 0.850 |
Fornell–Larcker Criterion | A | B | C | D | E | F | G |
---|---|---|---|---|---|---|---|
(A) Animal welfare concerns | 0.775 | ||||||
(B) Dairy preference | 0.110 | 0.812 | |||||
(C) Environmental concerns | 0.733 | 0.214 | 0.720 | ||||
(D) Health consciousness | 0.443 | 0.238 | 0.397 | 0.803 | |||
(E) Plant-based milk enthusiasm | 0.567 | 0.106 | 0.612 | 0.443 | 0.794 | ||
(F) Word-of-mouth sharing about plant-based milk alternatives | 0.562 | 0.312 | 0.625 | 0.450 | 0.796 | 0.875 | |
(G) Willingness to try plant-based milk alternatives | 0.47 | −0.034 | 0.447 | 0.219 | 0.419 | 0.436 | 0.804 |
HTMT | A | B | C | D | E | F | G |
(A) Animal welfare concerns | |||||||
(B) Dairy preference | 0.126 | ||||||
(C) Environmental concerns | 0.797 | 0.278 | |||||
(D) Health consciousness | 0.506 | 0.275 | 0.472 | ||||
(E) Plant-based milk enthusiasm | 0.630 | 0.254 | 0.800 | 0.555 | |||
(F) Word-of-mouth sharing about plant-based milk alternatives | 0.619 | 0.360 | 0.734 | 0.526 | 1.004 | ||
(G) Willingness to try plant-based milk alternatives | 0.533 | 0.069 | 0.538 | 0.267 | 0.535 | 0.519 |
Hypothesised Relationship | Coefficient | T Stat | p Value |
---|---|---|---|
H1: Animal Welfare -> Word-of-mouth sharing about plant-based milk alternatives | 0.069 | 1.445 | 0.149 |
H2: Animal Welfare -> Willingness to try plant-based milk alternatives | 0.256 | 2.907 | 0.004 |
H3: Dairy Preferences -> Word-of-mouth sharing about plant-based milk alternatives | 0.201 | 5.059 | <0.001 |
H4: Dairy Preferences-> Willingness to try plant-based milk alternatives | −0.115 | 2.308 | 0.021 |
H5: Environmental Concerns -> Word-of-mouth sharing about plant-based milk alternatives | 0.123 | 2.316 | 0.021 |
H6: Environmental Concerns -> Willingness to try plant-based milk alternatives | 0.178 | 2.038 | 0.042 |
H7: Health Consciousness -> Word-of-mouth sharing about plant-based milk alternatives | 0.037 | 1.107 | 0.268 |
H8: Health Consciousness -> Willingness to try plant-based milk alternatives | −0.020 | 0.275 | 0.784 |
H9: Plant-Based Milk Enthusiasm -> Word-of-mouth sharing about plant-based milk alternatives | 0.643 | 16.06 | <0.001 |
H10: Plant-Based Milk Enthusiasm-> Willingness to try plant-based milk alternatives | 0.186 | 2.788 | 0.005 |
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Rombach, M.; Cong, L.; Dean, D.L. Leave the Milk for the Calf and Spread the Word: Exploring Factors Determining US Consumers’ Willingness to Try Plant-Based Milk Alternatives and Their Word-of-Mouth Sharing about Plant-Based Milk Alternatives. Beverages 2024, 10, 27. https://doi.org/10.3390/beverages10020027
Rombach M, Cong L, Dean DL. Leave the Milk for the Calf and Spread the Word: Exploring Factors Determining US Consumers’ Willingness to Try Plant-Based Milk Alternatives and Their Word-of-Mouth Sharing about Plant-Based Milk Alternatives. Beverages. 2024; 10(2):27. https://doi.org/10.3390/beverages10020027
Chicago/Turabian StyleRombach, Meike, Lei Cong, and David L. Dean. 2024. "Leave the Milk for the Calf and Spread the Word: Exploring Factors Determining US Consumers’ Willingness to Try Plant-Based Milk Alternatives and Their Word-of-Mouth Sharing about Plant-Based Milk Alternatives" Beverages 10, no. 2: 27. https://doi.org/10.3390/beverages10020027
APA StyleRombach, M., Cong, L., & Dean, D. L. (2024). Leave the Milk for the Calf and Spread the Word: Exploring Factors Determining US Consumers’ Willingness to Try Plant-Based Milk Alternatives and Their Word-of-Mouth Sharing about Plant-Based Milk Alternatives. Beverages, 10(2), 27. https://doi.org/10.3390/beverages10020027