| Literature DB >> 31731677 |
Elena Castellari1, Ricci Elena Claire2, Stefanella Stranieri3, Stéphan Marette4, Martina Sarnataro1, Claudio Soregaroli1.
Abstract
There is an increasing interest in healthy and sustainable product characteristics. Consumers determine their dietary intake and frame production systems with their choices. However, little is known about the relationships between health and environmental information in influencing these choices, especially when considering functional foods. This study assessed the influence of health-related and environmental-friendliness-related product information on the willingness to pay (WTP) for functional foods. To this end, a WTP elicitation experiment was set up using a jam-like fruit compote enriched with Aloe vera gel. Participants were provided with different messages related to the health and environmental benefits of Aloe vera products, and were also asked to taste the product. Results indicated that providing new information significantly increased the WTP for the enriched compote. This increase was significant for both health and environmentally based benefits, with the health message leading to a higher WTP. Combining health and environmental messages produced an additive effect on WTP which was independent of the sequential order in which the two messages were given. Results contrasted the view that health messages are the main drivers of WTP, and open a broader range of communication in terms of marketing strategies and sustainable policy objectives.Entities:
Keywords: choice experiment; environmental information; food choices; functional food; health information; sustainability
Mesh:
Year: 2019 PMID: 31731677 PMCID: PMC6893595 DOI: 10.3390/nu11112781
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Figure 1Timeline of the experiment.
Experimental Conditions.
| Treatment Name | |||||
|---|---|---|---|---|---|
| G1 | G2 | G3 | G4 | ||
| Information provided | Round 1 | No info | No info | No info | No info |
| Round 2 | Health | Environment | Health | Environment | |
| Round 3 | Environment | Health | Environment | Health | |
| Taste | No | No | Yes | Yes | |
| Participants (n) | 30 | 30 | 30 | 22 | |
Sample description.
| Variable Name | Variable Definition | Frequency | Percentage |
|---|---|---|---|
| male | 1 = if respondent = male; 0 = otherwise | 45 | 40% |
| 67 | 60% | ||
| younger | 1 = if repondent age < 30 years old; 0 = otherwise | 25 | 22% |
| adult | 1 = if respondent was between 30–40 years old; 0 = otherwise | 34 | 30% |
| older | 1 = if respondent was more than 40 years old; 0 = otherwise | 53 | 47% |
| middle school | 1 = if the respondent’s maximum level of education was middle school; 0 = otherwise | 3 | 3% |
| diploma | 1 = if the respondent’s maximum level of education was high school; 0 = otherwise | 26 | 23% |
| bachelor | 1 = if the respondent’s maximum level of education was a bachelor’s degree; 0 = otherwise | 32 | 29% |
| university | 1 = if respondent had a university degree higher than bachelor; 0 = otherwise | 51 | 46% |
| l_income | 1 = if household monthly income was less than €2000, 0 = otherwise | 31 | 28% |
| m_income | 1 = if household monthly income was between €2000–5000; 0 = otherwise | 65 | 58% |
| h_income | 1 = if household monthly income was more than €5000, 0 = otherwise | 16 | 14% |
| member | 1 = if size of family was up to three members; 0 = otherwise | 69 | 62% |
| 43 | 38% | ||
| unemployed | 1 = if respondent was unemployed; 0 = otherwise | 15 | 5% |
| 321 | 95% | ||
| knowledge | 1 = if respondent knew about | 246 | 73% |
| 90 | 27% |
Descriptive statistics of elicited willingness to pay for the two compotes in the different experimental conditions.
| Variable | Experimental Condition | Round | Obs | Mean | Std. Dev. | Min | Max |
|---|---|---|---|---|---|---|---|
| WTP_conv | No information | 1 | 112 | 6.0 | 1.3 | 2 | 9 |
| WTP_aloe | No information | 1 | 112 | 8.1 | 1.8 | 4 | 13 |
| WTP_conv | Health information | 2 | 60 | 6.2 | 1.3 | 3.5 | 9 |
| WTP_conv | Environmental information | 2 | 52 | 5.9 | 1.1 | 3 | 8 |
| WTP_aloe | Health information | 2 | 60 | 9.9 | 2.1 | 6 | 15.5 |
| WTP_aloe | Environmental information | 2 | 52 | 9.2 | 1.9 | 6 | 15 |
| WTP_conv | Environmental + health information | 3 | 52 | 6.0 | 1.3 | 3 | 8.5 |
| WTP_conv | Health + environmental information | 3 | 60 | 6.2 | 1.4 | 3.5 | 9.5 |
| WTP_aloe | Environmental + health information | 3 | 52 | 10.1 | 2.2 | 6 | 15.5 |
| WTP_aloe | Health + environmental information | 3 | 60 | 11.0 | 2.2 | 7 | 15.5 |
Notes: In this table we report the descriptive statistics of the willingness to pay (WTP) elicited for the two compotes (conventional fruit-only compote and aloe-enriched compote) in the different treatment conditions. The treatments differed in information provision. The information the subjects were given is reported in the second column. WTPs are measured in euros for a 250 g jar.
Tobit model with random effect for the WTP for the fruit compote (Model 1).
| WTP |
|
|
| |
|---|---|---|---|---|
| aloe | 1.82 | *** | 0.37 | 0.000 |
| h_aloe | 1.94 | *** | 0.29 | 0.000 |
| en_aloe | 1.80 | *** | 0.41 | 0.000 |
| h_conv | −0.22 | 0.29 | 0.422 | |
| en_conv | −0.18 | 0.41 | 0.666 | |
| taste | −0.27 | 0.32 | 0.402 | |
| younger | −0.81 | ** | 0.33 | 0.013 |
| older | −0.06 | 0.29 | 0.835 | |
| male | −0.63 | *** | 0.18 | 0.001 |
| l_income | −0.10 | 0.23 | 0.639 | |
| h_income | 1.00 | *** | 0.18 | 0.000 |
| diploma | −0.04 | 0.32 | 0.894 | |
| bachelor | 0.19 | 0.35 | 0.582 | |
| university | 0.32 | 0.37 | 0.379 | |
| unemployed | −0.69 | ** | 0.30 | 0.024 |
| knowledge | 0.57 | 0.35 | 0.108 | |
| _cons | 6.37 | 0.42 | 0.000 | |
|
| 672 | |||
|
| 0.000 | |||
|
| 0.000 |
Significance levels: *** p ≤ 0.01; ** 0.01 < p ≤ 0.05. Notes: Reference categories: age between 30 and 40; income level between €2000–5000; lowest education level (middle school). This table reports the estimated coefficients, standard errors, and related p-values associated with all the independent variables included in Model 1. The model applied was a random effect Tobit model censored between €2 and €18 investigating the willingness to pay (WTP) for the fruit compote depending on its attributes (e.g., with/without Aloe vera; with/without the health and/or environmental information).
Tobit model with random effect for the WTP for the fruit compote (Model 2).
| WTP |
|
|
| |
|---|---|---|---|---|
| Treatment | ||||
| aloe_no info | 1.78 | *** | 0.36 | 0.000 |
| aloe_health info | 3.40 | *** | 0.37 | 0.000 |
| aloe_env info | 2.87 | *** | 0.37 | 0.000 |
| aloe_health+env | 4.47 | *** | 0.37 | 0.000 |
| aloe_env+health | 4.54 | *** | 0.37 | 0.000 |
| taste | −0.25 | 0.31 | 0.427 | |
| Control variables | ||||
| younger | 0.03 | 0.23 | 0.876 | |
| older | 0.06 | 0.19 | 0.761 | |
| male | −0.15 | 0.14 | 0.288 | |
| l_income | −0.05 | 0.18 | 0.775 | |
| h_income | 0.08 | 0.15 | 0.576 | |
| diploma | −0.05 | 0.25 | 0.852 | |
| bachelor | −0.14 | 0.27 | 0.592 | |
| university | 0.06 | 0.28 | 0.816 | |
| unemployed | −0.05 | 0.23 | 0.826 | |
| knowledge | 0.60 | * | 0.35 | 0.084 |
| _cons | 6.10 | 0.31 | 0.000 | |
|
| 672 | |||
|
| 0.000 | |||
|
| 0.000 |
Significance levels: *** p ≤ 0.01; * 0.05 < p < 0.1. Notes: This table reports the estimated coefficients, standard errors, and related p-values associated with all the independent variables included in Model 2. The model applied was a random effect Tobit model censored between €2 and €18 investigating the willingness to pay (WTP) for the fruit compote compared to the Aloe-vera-enriched one in the different treatment conditions.
Hypothesis testing on the statistical difference among Model 2 regression coefficients β.
|
|
|
|
| |
|---|---|---|---|---|
| βAloe_Health Info - βAloe_No Info (Test H.2) | 1.63 | *** | 0.12 | 0.000 |
| βAloe_env info - βAloe_no info (test H.2) | 1.10 | *** | 0.13 | 0.000 |
| (βAloe_health info - βAloe_no info) - (βAloe_env info - βAloe_no info) (test H.3) | 0.53 | *** | 0.16 | 0.001 |
| (βAloe_env + health - βAloe_env info) - (βAloe_health + env - βAloe_health info) | 0.50 | *** | 0.18 | 0.006 |
| (βAloe_env info - βAloe_no info) - (βAloe_health + env - βAloe_health info) (test H.4) | −0.06 | 0.17 | 0.701 | |
| (βAloe_health info - βAloe_no info) - (βAloe_env + health - βAloe_env info) (test H.4) | −0.04 | 0.17 | 0.804 | |
| (βAloe_health + env - βAloe_env + health) (test H.5) | 0.03 | 0.15 | 0.859 | |
Significance levels: *** p ≤ 0.01. Notes: Tests were performed using the delta method on the regression coefficients β derived from Model 2. The model is reported in Equation (1) (Section 2.5), while the estimated regression coefficients are shown in Table 4.
Average nutritional contents of the fruit compotes used in the experiments.
| Average Nutritional Values | Per 100 g (% RI) | Per serving (20 g), (% RI) |
|---|---|---|
| Calories | 795 kJ/190 kcal (9.5%) | 159 kJ/38 kcal (1.9%) |
| Total fat | 0.83 g (1%) | 0.16 g (<1%) |
| Saturated fat | 0 g (0%) | 0 g (0%) |
| Total carbohydrate | 39.7 g (15%) | 7.94 g (3%) |
| Sugars | 36.97 g (41%) | 7.4 g (8%) |
| Dietary fibre | 4 g | 0.8 g |
| Protein | 3.87 g (8%) | 0.77 g (1%) |
| Sodium | 1.01 mg (<1%) | 0.202 mg (<1%) |
Source: elaborations of the nutritional lab of Department for Sustainable Food Process, Università Cattolica del Sacro Cuore, Italy. Note: (1) this information was available during the experiment but not provided to participants unless explicitly requested; (2) if asked, to better control for the effect of information, the nutritional contents of the two fruit compotes were generically stated to be “similar”; (3) only a few participants asked this information and only at the end of the experiment.