| Literature DB >> 35458217 |
Manal Hamam1, Giuseppe Di Vita2, Raffaele Zanchini2, Daniela Spina1, Maria Raimondo3, Manuela Pilato4, Mario D'Amico1.
Abstract
This study aims to examine Italian consumer preferences for extra virgin olive oil (EVOO) enriched with vitamins and to analyze the key drivers that affect consumer choices for this product. Specifically, we assessed consumers' intention to purchase the enriched product compared to the conventional one. The methodology adopted inferential and multivariate statistical techniques: (1) exploratory factor analysis (EFA), (2) ordinary least squares regression (OLS) and (3) non-hierarchical clustering. This study appears to be the first research project related to exploring consumers' interest in an extra virgin olive oil enhanced with vitamins, thereby providing preliminary indications. The main results represent a significant starting point for the development of new marketing strategies for the food industry.Entities:
Keywords: consumers’ preferences; functional foods; healthy olive oil; premium price; vitaminized olive oil; willingness to pay
Mesh:
Substances:
Year: 2022 PMID: 35458217 PMCID: PMC9027912 DOI: 10.3390/nu14081658
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 6.706
Socio-demographic characteristics of the sample (n = 588).
| Variables | Categories | Frequency | Percent |
|---|---|---|---|
| Gender | Male | 229 | 38.95 |
| Female | 359 | 61.05 | |
| Age cohort | Younger Generations (18–37) | 398 | 67.69 |
| Generation X (>38) | 190 | 32.31 | |
| Education | Elementary and middle school | 72 | 12.24 |
| High School | 241 | 40.99 | |
| University | 275 | 46.77 |
Figure A1Silhouette results for the best cluster solution.
Results from the exploratory factor analysis (EFA) *.
| Intrinsic Factors | Factor Loading | Extrinsic Factors | Factor Loading |
|---|---|---|---|
| Safety | 0.7280 | Brand | 0.7269 |
| Quality | 0.7598 | Price | 0.7058 |
| Color | 0.7406 | Label indications | 0.8181 |
| Taste | 0.7790 | Olive provenance | 0.6637 |
| Aroma | 0.7743 | Quality certification | 0.7459 |
| Consistency | 0.6378 | Traceability | 0.7175 |
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|
| ||
| Olive oil has a lower fat content | 0.7920 | Healthiness | 0.8450 |
| Olive oil contains no additives | 0.7917 | Higher digestibility | 0.8019 |
| Olive oil helps keep cholesterol down | 0.7833 | Nutritional properties | 0.8701 |
| Olive oil does less harm than seed oil | 0.7080 | Culinary traditions | 0.7853 |
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|
| ||
| Spicy | 0.8022 | Regularly purchase | 0.8802 |
| Bitter | 0.8213 | Often purchase | 0.8756 |
* Rotated factor loading varimax blank (0.6).
OLS regression results.
| Variables | Coef. | Robust Standard Error | |
|---|---|---|---|
| Age | −0.243 | 0.056 | <0.001 *** |
| Gender | −0.509 | 1.314 | 0.699 |
| Education | −0.771 | 1.016 | 0.448 |
| Disease Prevention | 1.739 | 0.529 | <0.001 *** |
| Perception | −1.139 | 0.646 | 0.078 * |
| Intrinsic factors | −0.084 | 0.601 | 0.889 |
| Extrinsic factors | 1.191 | 0.657 | 0.070 * |
| Beliefs | 0.344 | 0.671 | 0.608 |
| Organoleptic qualities | 0.742 | 0.666 | 0.266 |
| Purchasing behavior | 1.232 | 0.703 | 0.080 * |
| Constant | 16.935 | 4.788 | 0.000 |
OLS, ordinary least squares regression; Coef., Coefficient. Note ***, * indicate significance at 0.01, and 0.10 levels, respectively.
Results of cluster analysis using k-means method.
| Variables | Cluster 1 | Cluster 2 | Cluster 3 | Cluster 4 | |
|---|---|---|---|---|---|
| Perception | 0.217 | −0.556 | 0.144 | −0.093 | <0.001 |
| Intrinsic factors | 0.181 | −1.609 | 0.080 | 0.778 | <0.001 |
| Extrinsic factors | 0.096 | −0.491 | 0.159 | 0.045 | <0.001 |
| Beliefs | −0.087 | −0.388 | 0.193 | 0.239 | <0.001 |
| Organoleptic qualities | 0.721 | −0.624 | 0.294 | −1.012 | <0.001 |
| Purchasing behavior | 0.564 | 0.244 | −1.012 | 0.337 | <0.001 |
Socio-demographic characteristics of clusters and interest in functional extra virgin olive oil.
| Variables | Categories | Cluster 1 | Cluster 2 | Cluster 3 | Cluster 4 | Chi-Square |
|---|---|---|---|---|---|---|
| Gender | Male | 0.31 | 0.48 | 0.45 | 0.39 | 11,351 *** |
| Female | 0.69 | 0.52 | 0.55 | 0.61 | ||
| Age cohort | Younger Generations | 0.68 | 0.67 | 0.77 | 0.58 | 10,083 ** |
| X Generation | 0.32 | 0.33 | 0.23 | 0.42 | ||
| Education | Primary and middle school | 0.10 | 0.9 | 0.10 | 0.20 | 15,425 ** |
| High School | 0.36 | 0.49 | 0.42 | 0.42 | ||
| University | 0.53 | 0.48 | 0.54 | 0.39 | ||
| Interest in functional | No | 0.24 | 0.33 | 0.38 | 0.36 | 9140 ** |
| Yes | 0.76 | 0.67 | 0.62 | 0.64 | ||
| Interest in vitamin-enriched olive oil | No | 0.27 | 0.34 | 0.42 | 0.39 | 10,559 *** |
| Yes | 0.73 | 0.66 | 0.58 | 0.61 |
Note ***, ** indicate significance at 0.01, and 0.05 levels, respectively.