Three promotional branches have supported the second generation of plant-based meat, i.e., of the products that mimic the texture, the appearance, and the flavor of animal meat: protection of animal welfare, of the environment, and of consumers’ health through the reduction of animal meat consumption. The goal of this study was to understand whether consumers view plant-based meat as a way to reduce meat consumption and, in turn, benefit their health and the environment.
The present study addresses this question using a dataset that consists of house- holds’ protein purchases over time, combined with household demographic and health information. The data contain detailed information on 127,606 U.S. households’ meat purchases, along with their demographic and medical information, from 2012 to 2022. Since not every household in the panel responded to the health survey, a separate analysis was conducted for the households which provided this information.
Two econometric approaches are used in this study: a double-hurdle model and an Almost Ideal Demand System for proteins with a censored regression. The first approach breaks a household’s decision to consume a product into two processes (“hurdles”): the decision to participate, and, conditional on participating, the decision of how much to consume. The second model sheds light on the substitution patterns between the plant- based meat and the animal proteins.
Results from this study show a clear upward trend on the market availability of plant-based alternatives. However, even in the most recent years, where the sales of these products have reached their peak, their share in stores is less than 5% of the total meat products and their price is consistently the highest of all proteins throughout years. The vast majority of households are nonconsumers of plant-based meat and, although this percentage is decreasing over time, 80% of the panel households did not purchase any plant-based meat product up to 2022.
From the consumption patterns across years it is evident that the adoption of plant- based meat does signify a household’s intention to reduce meat consumption overall. The households that permanently adopted plant-based meat over the years reduced meat consumption by 10% and increased seafood consumption by 13%. Overall, the expenditure on proteins (plant-based meat included) increased by 29% which implies that households increased the variety of proteins with plant-based meat but did not fully replace an animal protein with it.
The key results from the double hurdle model estimation suggest that only about one-third of the household panelists considered participation in the plant-based meat mar- ket segment. The estimated average share willing to consider plant-based meat varied from 25% to 36% with an average of 29%. The analysis showed that the prices of substiute proteins had a positive effect on the plant-based meat segment participation decision, but the price of plant-based meat itself tended to have little effect on participation. Education of the primary shopper was a strong positive determinant of participation, and consumers who expressed concern about food and pursued an ingredient-conscious diet were significantly more likely to participate in the plant-based meat segment.
In terms of the second hurdle, the expenditure decision, the price of plant-based meat is consistently negatively correlated with expenditure, but the effect is not always statistically significant. The prices of the protein substitutes tend to be more significant determinants of expenditure on plant-based meat. The price of beef in particular is consistently and significantly associated with higher expenditure on plant-based meat. Household income is also significantly associated with higher plant-based meat consumption in the full panel. Demographic variables that play a consistent role in explaining plant-based meat expenditure include having a female primary shopper, having a more highly educated primary shopper, having household members who express concerns about health and who pursue an ingredient-conscious diet. Conversely household size does not tend to have a consistent and significant impact, nor do the politics of the state of residence or the age of the primary shopper. Finally, households experiencing health problems tend to spend less on plant-based meat, other factors constant.
The censored regression model yielded estimation results that complement the results from the double hurdle model. Results of this estimation revealed that all five of the proteins studied in this analysis have near unitary expenditure elasticities, meaning that as household expenditures on proteins increases, expenditures on each protein rise in a nearly proportional manner. Plant-based meat demand was price inelastic in both the main sample and health-survey sample, but the demand was more elastic (indeed, near unit elastic) for the health-survey panel, suggesting some fundamental differences in behavior for the subgroup that chose to provide health information relative to the full panel.
Compensated and uncompensated cross-price elasticities differed considerably due to strong income effects for all proteins in the system except plant-based meat. Estimated cross-price effects for the traditional proteins were consistent with prior meat demand studies. Importantly, results indicated that plant-based meat and beef are net complements based upon the compensated (Hicksian) cross-price elasticities, a finding at odds with the common belief that plant-based meat can become a significant substitute for beef in consumers’ diets, thereby leading to reduced methane emissions and other harmful environmental effects associated with cattle production. This finding is consistent with Zhao et al. (2022) and may indicate that plant-based meat products are consumed by some members in the household and beef by others while they are both served at the same meal. An increase in the price of beef reduces the amount of beef consumed by the household and, in turn, this affects the quantity of plant-based meat consumed. This finding casts major doubt on what appears to be an article of faith among those who believe plant-based meats can cause consumers to substitute away from animal meats.