Pre-Launch Exploration of Consumer Willingness to Purchase Selenium- and Iodine-Biofortified Apples—A Discrete Choice Analysis of Possible Market Settings
Abstract
:1. Introduction
2. Methods and Material
2.1. Data Collection and Survey Design
2.2. Theoretical Background
2.3. Design of the Discrete Choice Experiment
- Q1: Which micronutrient combination is most preferable?
- Q2: Which is the most preferable health-related slogan?
- Q3: Which is the most preferable variety?
- Q4: Which is the most preferable packaging material and format?
- Q5: Will consumers of selenium and iodine food supplements have a higher acceptance of biofortified apples than non-consumers of food supplements?
2.4. Factor Analysis
3. Results
3.1. Sample Description and Socio-Demographic Criteria
3.2. Consumption Habits of Apples and Food Supplements
3.3. Results of the Factor Analysis
3.4. Results of the Discrete Choice Analysis
4. Discussion
4.1. Influence of Presence of Selenium and Iodine
4.2. Influence of Health-Related Slogans
4.3. Influence of Variety and Brand Name
4.4. Influence of Additional Purchase Motives
4.5. Influence of Consumption of Food Supplements
4.6. Influence of Price
4.7. Limitations of the Present Study and Implications for Further Research
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Questionnaire A1. |
Questionnaire regarding the purchase of apples Length of interview: approx. 10–15 min |
[Welcome text]. |
Hello! The Osnabrueck University of Applied Sciences is conducting a consumer survey regarding the consumption of apples. It is part of a research project in cooperation with fruit growing farms. Please support us by contributing your personal experiences and ideas. The length of the interview is approximately 10–15 min. We invite you to take part in the survey! |
Screener |
In the following, we would like to ask you questions about your purchase habits of fresh apples. |
6 □ | Usually daily |
5 □ | Several times per week |
4 □ | Weekly |
3 □ | Several times per month |
2 □ | Monthly |
1 □ | Rarely |
0 □ | Never → Thank you and end of interview |
Years | Age Groups | % |
2001–1995 | 18–24 | 10 |
1994–1985 | 25–34 | 18 |
1984–1975 | 35–44 | 17 |
1974–1965 | 45–54 | 23 |
1964–1949 | >54 | 32 |
1 □ | Yes |
0 □ | No → Thank you and end of interview |
Gender | % |
Male | 50 |
Female | 50 |
1 □ | Male |
2 □ | Female |
Region | Federal states | Quota |
North | Bremen, Hamburg, Mecklenburg-Vorpommern, Niedersachsen oder Schleswig-Holstein | 18% |
West | Nordrhein-Westfalen, Hessen, Rheinland-Pfalz oder Saarland | 36% |
South | Bayern oder Baden-Württemberg | 28% |
East | Berlin, Brandenburg, Sachsen, Sachsen-Anhalt oder Thüringen | 18% |
1 □ | Baden-Württemberg |
2 □ | Bayern |
3 □ | Berlin |
4 □ | Brandenburg |
5 □ | Bremen |
6 □ | Hamburg |
7 □ | Hessen |
8 □ | Mecklenburg-Vorpommern |
9 □ | Niedersachsen |
10 □ | Nordrhein-Westfalen |
11 □ | Rheinland-Pfalz |
12 □ | Saarland |
13 □ | Sachsen |
14 □ | Sachsen-Anhalt |
15 □ | Schleswig-Holstein |
16 □ | Thüringen |
Main questionnaire: IT: Filter all of the following questions via the last screening criterion. |
2 □ | Mainly myself |
1 □ | Myself and another person |
0 □ | Usually someone else |
1 □ | Discounter (e.g., Aldi) |
2 □ | Supermarket (e.g., Edeka, Marktkauf) |
3 □ | Shopping Centre (e.g., Galeria Kaufhof) |
4 □ | Weekly market |
5 □ | Organic grocery store |
6 □ | Farm store |
7 □ | I produce them myself (e.g., my own garden) |
□ | Others |
□ | One single apple, unwrapped |
□ | Package of 4 or 6 apples |
□ | Several loose apples to weigh out |
□ | Medium sized bag/box |
□ | None of the options above |
1 □ | Elstar |
2 □ | Boskoop |
3 □ | Jonagold |
4 □ | Gala |
5 □ | Golden Delicious |
6 □ | Braeburn |
7 □ | Granny Smith |
8 □ | Pink Lady |
9 □ | Kanzi |
10 □ | Cox Orange |
11 □ | Wellant |
12 □ | Holsteiner Cox |
13 □ | Fuji |
14 □ | Pinova |
15 □ | Topaz |
16 □ | Berlepsch |
17 □ | Cripps Pink |
18 □ | Red Delicious |
19 □ | Red Prince |
□ | I prefer another variety which is: ____________________________________ |
Always | Often | Occasionally | Never | |
I pay minor price premiums for apples that are produced locally. | 4 □ | 3 □ | 2 □ | 1 □ |
I purchase locally produced apples to support the local producers and farmers. | 4 □ | 3 □ | 2 □ | 1 □ |
Buying locally produced apples is a pleasant experience. | 4 □ | 3 □ | 2 □ | 1 □ |
I feel safer if I know where the products I buy come from. | 4 □ | 3 □ | 2 □ | 1 □ |
□ | … produced without the application of pesticides. |
□ | …free from food additives. |
□ | …raw or uncooked. |
□ | …a fresh product. |
□ | …produced without genetically modification. |
□ | …unaltered in taste. |
□ | …produced without the application of fertilizers. |
□ | Other: |
I totally agree | I rather agree | Partly | I rather disagree agree | I totally disagree | |
I like buying lose fruits in order to choose the best fruits myself. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
I don’t trust it if fruits and vegetables look flawless. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
If I buy apples, I prefer commercial category 1. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
I think original vegetables like e.g., curvy cucumbers are appealing. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
I buy strawberries and asparagus only in the respective harvesting season. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
High-quality fruits and vegetables cannot be produced without chemical plant protection. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Information regarding trace elements in food |
□ | Fluorine |
□ | Cobalt |
□ | Molybdenum |
□ | Manganese |
□ | Copper |
□ | Zinc |
□ | Iron |
□ | Iodine |
□ | Selenium |
□ | None of the above |
Definitely positive effect | Rather positive effect | Undecided | Rather negative effect | Definitely negative effect |
Selenium | ||||
+2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Iodine | ||||
+2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
1 | 2 | 3 | 4 | 5 |
1 □ | 2 □ | 3 □ | 4 □ | 5 □ |
□ | Magnesium |
□ | Vitamin C |
□ | Zinc |
□ | Vitamin D |
□ | Iron |
□ | Calcium |
□ | B vitamins |
□ | Folic acid |
□ | Vitamin A |
□ | Selenium |
□ | Vitamin E |
□ | Iodine |
□ | I do not consume any food supplements |
□ | Others |
Rarely | Once in 3 Months | Monthly | Several Times per Month | Once per Week | Several Times per Week | Daily |
1 □ | 2 □ | 3 □ | 4 □ | 5 □ | 6 □ | 7 □ |
1 □ | 2 □ | 3 □ | 4 □ | 5 □ | 6 □ | 7 □ |
1 □ | 2 □ | 3 □ | 4 □ | 5 □ | 6 □ | 7 □ |
1 □ | 2 □ | 3 □ | 4 □ | 5 □ | 6 □ | 7 □ |
1 □ | 2 □ | 3 □ | 4 □ | 5 □ | 6 □ | 7 □ |
1 □ | 2 □ | 3 □ | 4 □ | 5 □ | 6 □ | 7 □ |
1 □ Yes |
0 □ No |
1 □ Yes |
0 □ No |
Concept test: Introduction of a new apple variety |
Very appealing to me | Rather appealing to me | Partly | Rather not appealing to me | Not appealing to me at all | |
Possible purchase reasons for new apples | |||||
Intense fruity taste | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Preferred apple variety: Elstar | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Medium, handy fruit size | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Bright red fruit peel | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Integrated production | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Locally produced | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Freshly picked and crispy | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Produced in Germany | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Especially suitable for vegetarian and vegan nutrition | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Especially suitable for low allergy nutrition | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Organically grown | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Possible purchase reasons for packaging | |||||
Aesthetic appealing packaging | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Easy to open | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
No plastic in the packaging | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Further information available on the Internet (e.g., via QR code) | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Imprint: “Certified by University Medical Center Charité Berlin” | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
Warranty of a long shelf life of the fruits | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
10 = Purchase is very likely | 0 = Purchase is very unlikely | ||||||||||
New apple products as…. | |||||||||||
…lose products, unwrapped | 10 □ | 9 □ | 8 □ | 7 □ | 6 □ | 5 □ | 4 □ | 3 □ | 2 □ | 1 □ | 0 □ |
…packaging of 6 apples | 10 □ | 9 □ | 8 □ | 7 □ | 6 □ | 5 □ | 4 □ | 3 □ | 2 □ | 1 □ | 0 □ |
New apples in processed forms as… | |||||||||||
…apple puree including sugar | 10 □ | 9 □ | 8 □ | 7 □ | 6 □ | 5 □ | 4 □ | 3 □ | 2 □ | 1 □ | 0 □ |
…apple puree without sugar | 10 □ | 9 □ | 8 □ | 7 □ | 6 □ | 5 □ | 4 □ | 3 □ | 2 □ | 1 □ | 0 □ |
…apple juice | 10 □ | 9 □ | 8 □ | 7 □ | 6 □ | 5 □ | 4 □ | 3 □ | 2 □ | 1 □ | 0 □ |
…apple rings | 10 □ | 9 □ | 8 □ | 7 □ | 6 □ | 5 □ | 4 □ | 3 □ | 2 □ | 1 □ | 0 □ |
…smoothie including apple puree | 10 □ | 9 □ | 8 □ | 7 □ | 6 □ | 5 □ | 4 □ | 3 □ | 2 □ | 1 □ | 0 □ |
I totally agree | I rather agree | Partly | I rather do not agree | I do not agree at all | |
I am worried about chemicals in my food that are health endangerments. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
I am worried about the quality of my drinking water. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
I pay attention to the ingredients on the labels at the grocery shopping. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
The influence of nutrition on health is often overestimated. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
I never purchase products with health promoting effects. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
I never purchase ready-made dishes. | +2 □ | +1 □ | 0 □ | −1 □ | −2 □ |
3 □ I am trying to eat less meat (e.g., flexitarians) |
2 □ Vegan nutrition |
1 □ Vegetarian nutrition |
0 □ No particular nutrition |
□ I am performing another nutrition style which is:____________________________________ |
Sociodemographic criteria |
1 □ Still in school |
2 □ Primary school certificate |
3 □ Secondary school certificate |
4 □ A-Level (Abitur) |
5 □ Technician/Master |
6 □ University degree |
0 □ No education |
□ Other |
1 □ Still in school |
2 □ Professional training |
3 □ Enrolled in university |
4 □ Full-time worker |
5 □ Part-time worker |
6 □ Pension/retirements |
7 □ Housewife/househusband |
8 □ Unemployed |
0 □ No answer |
1 □ 1 person |
2 □ 2 persons |
3 □ 3 persons |
4 □ 4 persons |
5 □ 5 persons |
6 □ More than 5 people |
0 □ No answer |
Choice Set | Packaging | Health-Related Slogan | Variety/Brand | Micronutrients/Rich-In | Price |
---|---|---|---|---|---|
1 | A | Contributes to a normal thyroid functioning | Pink Lady® | Iodine | 2.29 € |
B | Contributes to a normal thyroid functioning | Selstar® | Iodine | 2.99 € | |
C | Contributes to a normal thyroid functioning | Pink Lady® | Iodine | 2.99 € | |
2 | A | Contributes to a normal thyroid functioning | Selstar® | Iodine | 2.29 € |
B | Naturally with micronutrients | Elstar | / | 2.49 € | |
C | Contributes to a normal thyroid functioning | Pink Lady® | Iodine | 2.99 € | |
3 | A | Contributes to a normal thyroid functioning | Selstar® | Iodine | 2.29 € |
B | Contributes to a normal thyroid functioning | Pink Lady® | Iodine | 2.99 € | |
C | Contributes to a normal thyroid functioning | Braeburn | Iodine | 2.49 € | |
4 | A | Contributes to a normal functioning of the immune system | Selstar® | / | 2.49 € |
B | Contributes to a normal thyroid functioning | Pink Lady® | Iodine | 2.49 € | |
C | Contributes to a normal thyroid functioning | Selstar® | Iodine | 2.99 € | |
5 | A | Contributes to a normal thyroid functioning | Selstar® | Iodine | 2.99 € |
B | Contributes to a normal thyroid functioning | Pink Lady® | Iodine | 2.29 € | |
C | Naturally with micronutrients | Elstar | Selenium | 3.49 € | |
6 | A | Naturally with micronutrients | Elstar | Selenium & Iodine | 3.49 € |
B | Contributes to a normal thyroid functioning | Selstar® | Iodine | 2.29 € | |
C | Contributes to a normal thyroid functioning | Pink Lady® | / | 2.49 € | |
7 | A | Contributes to a normal thyroid functioning | Elstar | Selenium & Iodine | 2.29 € |
B | Naturally with micronutrients | Selstar® | Selenium | 2.29 € | |
C | Contributes to a normal functioning of the immune system | Braeburn | / | 3.49 € | |
8 | A | Naturally with micronutrients | Braeburn | / | 2.49 € |
B | Contributes to a normal functioning of the immune system | Pink Lady® | Selenium & Iodine | 3.49 € | |
C | Contributes to a normal thyroid functioning | Selstar® | Selenium | 2.29 € | |
9 | A | Naturally with micronutrients | Selstar® | / | 2.99 € |
B | Contributes to a normal functioning of the immune system | Elstar | / | 2.49 € | |
C | Contributes to a normal thyroid functioning | Braeburn | Selenium | 3.49 € | |
10 | A | Tasty & healthy enjoyment | Elstar | Selenium & Iodine | 3.49 € |
B | Contributes to a normal thyroid functioning | Braeburn | Selenium | 2.29 € | |
C | Contributes to a normal thyroid functioning | Selstar® | Iodine | 2.49 € | |
11 | A | Contributes to a normal functioning of the immune system | Selstar® | Selenium | 3.49 € |
B | Contributes to a normal thyroid functioning | Pink Lady® | Selenium & Iodine | 2.29 € | |
C | Tasty & healthy enjoyment | Elstar | / | 2.49 € | |
12 | A | Tasty & healthy enjoyment | Elstar | Selenium | 3.49 € |
B | Naturally with micronutrients | Braeburn | Selenium | 3.49 € | |
C | Contributes to a normal thyroid functioning | Selstar® | Selenium & Iodine | 2.29 € | |
13 | A | Contributes to a normal thyroid functioning | Braeburn | Iodine | 2.29 € |
B | Contributes to a normal functioning of the immune system | Selstar® | Selenium | 2.29 € | |
C | Tasty & healthy enjoyment | Pink Lady® | Selenium & Iodine | 3.49 € | |
14 | A | Tasty & healthy enjoyment | Braeburn | Selenium & Iodine | 3.49 € |
B | Naturally with micronutrients | Pink Lady® | / | 3.49 € | |
C | Contributes to a normal thyroid functioning | Elstar | Selenium | 2.29 € | |
15 | A | Naturally with micronutrients | Pink Lady® | Selenium | 3.49 € |
B | Tasty & healthy enjoyment | Braeburn | Selenium & Iodine | 2.29 € | |
C | Contributes to a normal thyroid functioning | Elstar | Selenium & Iodine | 3.49 € | |
16 | A | Contributes to a normal functioning of the immune system | Braeburn | / | 3.49 € |
B | Naturally with micronutrients | Elstar | Selenium & Iodine | 2.29 € | |
C | Tasty & healthy enjoyment | Selstar® | Selenium | 2.49 € | |
17 | A | Tasty & healthy enjoyment | Braeburn | / | 2.49 € |
B | Contributes to a normal functioning of the immune system | Elstar | Selenium | 2.49 € | |
C | Contributes to a normal thyroid functioning | Elstar | / | 2.99 € | |
18 | A | Contributes to a normal functioning of the immune system | Elstar | Selenium & Iodine | 2.99 € |
B | Contributes to a normal thyroid functioning | Braeburn | / | 3.49 € | |
C | Tasty & healthy enjoyment | Elstar | / | 2.49 € | |
19 | A | Contributes to a normal functioning of the immune system | Braeburn | / | 2.99 € |
B | Contributes to a normal thyroid functioning | Selstar® | Selenium & Iodine | 2.99 € | |
C | Tasty & healthy enjoyment | Braeburn | Selenium | 2.29 € | |
20 | A | Tasty & healthy enjoyment | Pink Lady® | Selenium | 2.99 € |
B | Contributes to a normal thyroid functioning | Braeburn | Selenium | 2.99 € | |
C | Tasty & healthy enjoyment | Braeburn | Selenium & Iodine | 2.99 € |
References
- Thomson, C.D.; McLachlan, S.K.; Grant, A.M.; Paterson, E.; Lillico, A.J. The effect of selenium on thyroid status in a population with marginal selenium and iodine status. Br. J. Nutr. 2005, 94, 962–968. [Google Scholar] [CrossRef] [PubMed]
- Stoffaneller, R.; Morse, N.L. A review of dietary selenium intake and selenium status in Europe and the Middle East. Nutrients 2015, 7, 1494–1537. [Google Scholar] [CrossRef]
- Combs, G.F. Selenium in global food systems. Br. J. Nutr. 2001, 85, 517–547. [Google Scholar] [CrossRef] [Green Version]
- Poňavič, M.; Scheib, A. Distribution of Selenium in European Agricultural and Grazing Land Soil. In Chemistry of Europe’s Agricultural Soils—Part B: General Background Information and Further Analysis of the GEMAS Data Set—Geologisches Jahrbuch (Reihe B103); Reimann, C., Birke, M., Demetriades, A., Filzmoser, P., O’Connor, P., Eds.; Schweizerbart: Stuttgart, Germany, 2014; pp. 131–144. ISBN 978-3-510-96847-3. [Google Scholar]
- Jones, G.D.; Droz, B.; Greve, P.; Gottschalk, P.; Poffet, D.; McGrath, S.P.; Seneviratne, S.I.; Smith, P.; Winkel, L.H.E. Selenium deficiency risk predicted to increase under future climate change. Proc. Natl. Acad. Sci. USA 2017, 114, 2848–2853. [Google Scholar] [CrossRef] [Green Version]
- Salminen, R.; Batista, M.J.; Bidovec, M.; Demetriades, A.; de Vivo, B.; de Vos, W.; Duris, M.; Gilucis, A.; Gregorauskiene, V.; Halamic, J.; et al. Geochemical Atlas of Europe, Part 1, Background Information, Methodology and Maps. Geological Survey of Finland. 2005. Available online: http://weppi.gtk.fi/publ/foregsatlas/part2.php (accessed on 11 May 2021).
- Fuge, R.; Johnson, C.C. Iodine and human health, the role of environmental geochemistry and diet, a review. Appl. Geochem. 2015, 63, 282–302. [Google Scholar] [CrossRef]
- Gärtner, R. Recent data on iodine intake in Germany and Europe. J. Trace Elem. Med. Biol. 2016, 37, 85–89. [Google Scholar] [CrossRef] [PubMed]
- Fessler, B. Deutschland—Ein Jodmangelland. Pädiatrie 2019, 31, 62. [Google Scholar]
- Aburto, N.J.; Abudou, M.; Candeias, V.; Wu, T. Effect and Safety of Salt Iodization to Prevent Iodine Deficiency Disorders: A Systematic Review with Meta-Analyses; WHO eLibrary of Evidence for Nutrition Actions (eLENA): Geneva, Switzerland, 2014. [Google Scholar]
- Kipp, A.P.; Strohm, D.; Brigelius-Flohé, R.; Schomburg, L.; Bechthold, A.; Leschik-Bonnet, E.; Heseker, H.; German Nutrition Society (DGE). Revised reference values for selenium intake. J. Trace Elem. Med. Biol. 2015 32, 195–199. [CrossRef] [Green Version]
- Schöne, F.; Spörl, K.; Leiterer, M. Iodine in the feed of cows and in the milk with a view to the consumer’s iodine supply. J. Trace Elem. Med. Biol. 2017, 39, 202–209. [Google Scholar] [CrossRef]
- Dávila-Rangel, I.E.; Leija-Martínez, P.; Medrano-Macías, J.; Fuentes-Lara, L.O.; González-Morales, S.; Juárez-Maldonado, A.; Benavides-Mendoza, A. Iodine Biofortification of Crops. In Nutritional Quality Improvement in Plants; Jaiwal, P., Chhillar, A., Chaudhary, D., Jaiwal, R., Eds.; Springer: Cham, Switzerland, 2019; pp. 79–113. [Google Scholar]
- Eurola, M.; Ekholm, P.; Ylinen, M.; Koivistoinen, P.; Varo, P. Effects of Selenium Fertilization on the Selenium Content of Cereal Grains, Flour, and Bread Produced in Finland. Cereal Chem. 1990, 67, 334–337. [Google Scholar]
- Budke, C.; Mühling, K.H.; Daum, D. Iodine uptake and translocation in apple trees grown under protected cultivation. J. Plant Nutr. Soil Sci. 2020, 183, 468–481. [Google Scholar] [CrossRef]
- Budke, C.; thor Straten, S.; Mühling, K.H.; Broll, G.; Daum, D. Iodine biofortification of field-grown strawberries—Approaches and their limitations. Sci. Hortic. 2020, 269, 109317. [Google Scholar] [CrossRef]
- Groth, S.; Budke, C.; Neugart, S.; Ackermann, S.; Kappenstein, F.S.; Daum, D.; Rohn, S. Influence of a Selenium Biofortification on Antioxidant Properties and Phenolic Compounds of Apples (Malus domestica). Antioxidants 2020, 9, 187. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Budke, C.; Dierend, W.; Schön, H.-G.; Hora, K.; Mühling, K.H.; Daum, D. Iodine Biofortification of Apples and Pears in an Orchard Using Foliar Sprays of Different Composition. Front. Plant Sci. 2021, 12. [Google Scholar] [CrossRef] [PubMed]
- D’Amato, R.; Regni, L.; Falcinelli, B.; Mattioli, S.; Benincasa, P.; Dal Bosco, A.; Pacheco, P.; Proietti, P.; Troni, E.; Santi, C.; et al. Current Knowledge on Selenium Biofortification to Improve the Nutraceutical Profile of Food: A Comprehensive Review. J. Agric. Food Chem. 2020, 68, 4075–4097. [Google Scholar] [CrossRef] [PubMed]
- Pezzarossa, B.; Remorini, D.; Gentile, M.L.; Massai, R. Effects of foliar and fruit addition of sodium selenate on selenium accumulation and fruit quality. J. Sci. Food Agric. 2012, 92, 781–786. [Google Scholar] [CrossRef]
- Newman, R.; Waterland, N.; Moon, Y.; Tou, J.C. Selenium Biofortification of Agricultural Crops and Effects on Plant Nutrients and Bioactive Compounds Important for Human Health and Disease Prevention—A Review. Plant Foods Hum. Nutr. 2019, 74, 449–460. [Google Scholar] [CrossRef]
- Medrano-Macías, J.; Leija-Martínez, P.; González-Morales, S.; Juárez-Maldonado, A.; Benavides-Mendoza, A. Use of Iodine to Biofortify and Promote Growth and Stress Tolerance in Crops. Front. Plant Sci. 2016, 7, 1146. [Google Scholar] [CrossRef] [Green Version]
- Roberfroid, M.B. Global view on functional foods: European perspectives. Br. J. Nutr. 2002, 88, 133–138. [Google Scholar] [CrossRef] [PubMed]
- Kunz, C.; Schulz, S. Funktionelle Lebensmittel: Mehr als ein Trend? Chemie Unserer Zeit 2004, 38, 120–127. [Google Scholar] [CrossRef]
- Annunziata, A.; Vecchio, R. Consumer perception of functional foods: A conjoint analysis with probiotics. Food Qual. Prefer. 2013, 28, 348–355. [Google Scholar] [CrossRef]
- Wortmann, L.; Enneking, U.; Daum, D. German Consumers’ Attitude towards Selenium-Biofortified Apples and Acceptance of Related Nutrition and Health Claims. Nutrients 2018, 10, 190. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Garming, H.; Dirksmeyer, W.; Bork, L. Entwicklungen des Obstbaus in Deutschland von 2005 bis 2017: Obstarten, Anbauregionen, Betriebsstrukturen und Handel. Thünen Work. Pap. 2018. [Google Scholar] [CrossRef]
- Hanke, M.-V.; Flachowsky, H. Obstzüchtung und Wissenschaftliche Grundlagen; Springer: Berlin, Germany, 2017; ISBN 978-3-662-54084-8. [Google Scholar]
- Denver, S.; Jensen, J.D. Consumer preferences for organically and locally produced apples. Food Qual. Prefer. 2014, 31, 129–134. [Google Scholar] [CrossRef]
- Mogendi, J.B.; de Steur, H.; Gellynck, X.; Makokha, A. A novel framework for analysing stakeholder interest in healthy foods: A case study on iodine biofortification. Ecol. Food Nutr. 2016. [Google Scholar] [CrossRef] [PubMed]
- Cox, D.N.; Bastiaans, K. Understanding Australian consumers’ perceptions of selenium and motivations to consume selenium enriched foods. Food Qual. Prefer. 2007, 18, 66–76. [Google Scholar] [CrossRef]
- Willers, J.; Heinemann, M.; Bitterlich, N.; Hahn, A. Intake of Minerals from Food Supplements in a German Population—A Nationwide Survey. Food Nutr. Sci. 2015, 6, 205–215. [Google Scholar] [CrossRef] [Green Version]
- Bonany, J.; Buehler, A.; Carbó, J.; Codarin, S.; Donati, F.; Echeverria, G.; Egger, S.; Guerra, W.; Hilaire, C.; Höller, I.; et al. Consumer eating quality acceptance of new apple varieties in different European countries. Food Qual. Prefer. 2013, 30, 250–259. [Google Scholar] [CrossRef]
- Villatoro, C.; López, M.L.; Echeverria, G.; Graell, J. Effect of controlled atmospheres and shelf life period on concentrations of volatile substances released by ‘Pink Lady’ apples and on consumer acceptance. J. Sci. Food Agric. 2009, 89, 1023–1034. [Google Scholar] [CrossRef]
- Yue, C.; Tong, C. Consumer Preferences and Willingness to Pay for Existing and New Apple Varieties: Evidence from Apple Tasting Choice Experiments. HortTechnology 2011, 21, 376–383. [Google Scholar] [CrossRef] [Green Version]
- Harker, F.R.; Gunson, F.A.; Jaeger, S.R. The case for fruit quality: An interpretive review of consumer attitudes, and preferences for apples. Postharvest Biol. Technol. 2003, 28, 333–347. [Google Scholar] [CrossRef]
- Wurm, F.R.; Spierling, S.; Endres, H.-J.; Barner, L. Plastics and the Environment-Current Status and Challenges in Germany and Australia. Macromol. Rapid Commun. 2020, 41. [Google Scholar] [CrossRef]
- White, A.; Lockyer, S. Removing plastic packaging from fresh produce—What’s the impact? Nutr. Bull. 2020, 45, 35–50. [Google Scholar] [CrossRef]
- Profeta, A. The Impact of Health Claims in Different Product Categories. J. Int. Food Agribus. Mark. 2020, 32, 123–140. [Google Scholar] [CrossRef]
- Hung, Y.; Verbeke, W. Consumer evaluation, use and health relevance of health claims in the European Union. Food Qual. Prefer. 2019, 74, 88–99. [Google Scholar] [CrossRef]
- Asioli, D.; Næs, T.; Øvrum, A.; Almli, V.L. Comparison of rating-based and choice-based conjoint analysis models. A case study based on preferences for iced coffee in Norway. Food Qual. Prefer. 2016, 48, 174–184. [Google Scholar] [CrossRef]
- Naes, T.; Lengard, V.; Bolling Johansen, S.; Hersleth, M. Alternative methods for combining design variables and consumer preference with information about attitudes and demographics in conjoint analysis. Food Qual. Prefer. 2010, 21, 368–378. [Google Scholar] [CrossRef]
- Louviere, J.J.; Flynn, T.N.; Carson, R.T. Discrete Choice Experiments Are Not Conjoint Analysis. J. Choice Model. 2010, 3, 57–72. [Google Scholar] [CrossRef] [Green Version]
- McFadden, D. Conditional Logit Analysis of Qualitative Choice. In Frontiers in Econometrics; Zarembka, P., Ed.; Academic Press: New York, NY, USA, 1973; pp. 105–142. [Google Scholar]
- Enneking, U.; Neumann, C.; Henneberg, S. How important intrinsic and extrinsic product attributes affect purchase decision. Food Qual. Prefer. 2007, 18, 133–138. [Google Scholar] [CrossRef]
- European Commission. EU Register on Nutrition and Health Claims. Available online: https://ec.europa.eu/food/safety/labelling_nutrition/claims/register/public/?event=search (accessed on 3 December 2020).
- Bonany, J.; Brugger, C.; Buehler, A.; Carbó, J.; Codarin, S.; Donati, F.; Echeverria, G.; Egger, S.; Guerra, W.; Hilaire, C.; et al. Preference mapping of apple varieties in Europe. Food Qual. Prefer. 2014, 32, 317–329. [Google Scholar] [CrossRef]
- Kleine-Kalmer, R.; Daum, D.; Enneking, U. Consumer behavior analysis for biofortified selenium apples and implications for conducting a market test in German food retailing. Acta Hortic. 2021. accepted. [Google Scholar]
- Choicemetrics. Ngene 1.2 User Manual & Reference Guide; Technical Report; Choicemetrics, Sydney. 2018. Available online: http://www.choice-metrics.com/NgeneManual120.pdf (accessed on 12 March 2021).
- Steptoe, A.; Pollard, T.M.; Wardle, J. Development of a Measure of the Motives Underlying the Selection of Food: The Food Choice Questionnaire. Appetite 1995, 25, 267–284. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kirchhoff, V.K.; Herrmann, R. Verbrauchereinstellungen zum Salz- und Jodsalzkonsum in Lebensmitteln: Eine Befragungsstudie. Ber. Landwirtsch. Z. Agrarpolit. Landwirtsch. 2020, 98. [Google Scholar] [CrossRef]
- Siegrist, M.; Stampfli, N.; Kastenholz, H. Consumers’ willingness to buy functional foods. The influence of carrier, benefit and trust. Appetite 2008, 51, 526–529. [Google Scholar] [CrossRef]
- Ballco, P.; de Magistris, T. Spanish Consumer Purchase Behaviour and Stated Preferences for Yoghurts with Nutritional and Health Claims. Nutrients 2019, 11, 2742. [Google Scholar] [CrossRef] [Green Version]
- Benson, T.; Lavelle, F.; Bucher, T.; McCloat, A.; Mooney, E.; Egan, B.; Collins, C.E.; Dean, M. The Impact of Nutrition and Health Claims on Consumer Perceptions and Portion Size Selection: Results from a Nationally Representative Survey. Nutrients 2018, 10, 656. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Harker, F.R.; Kupferman, E.M.; Marin, A.B.; Gunson, F.A.; Triggs, C.M. Eating quality standards for apples based on consumer preferences. Postharvest Biol. Technol. 2008, 50, 70–78. [Google Scholar] [CrossRef]
- Mederake, L.; Hinzmann, M.; Langsdorf, S. Hintergrundpapier: Plastikpolitik in Deutschland und der EU: Aktuelle Gesetze und Initiativen. 2020. Available online: https://bmbf-plastik.de/sites/default/files/2020-08/20-08-04_Hintergrundpapier_Plastikpolitik-final.pdf (accessed on 29 January 2021).
- Hempel, C.; Hamm, U. Local and/or organic: A study on consumer preferences for organic food and food from different origins. Int. J. Consum. Stud. 2016, 40, 732–741. [Google Scholar] [CrossRef]
- Plasek, B.; Lakner, Z.; Kasza, G.; Temesi, Á. Consumer Evaluation of the Role of Functional Food Products in Disease Prevention and the Characteristics of Target Groups. Nutrients 2019, 12, 69. [Google Scholar] [CrossRef] [Green Version]
Attributes | Levels |
---|---|
Packaging 1 | Cardboard foodtainer, banderoles, no print |
Plastic bowl, plastic foil | |
Foodtainer, hardcover slipcase, color print | |
Health-related slogan | Tasty and healthy enjoyment |
Naturally with micronutrients | |
Contributes to a normal functioning of the immune system | |
Contributes to a normal thyroid functioning | |
Variety/brand | Elstar |
Braeburn | |
Pink Lady® | |
Selstar® | |
Micronutrients (rich-in) | Selenium |
Iodine | |
Selenium and iodine | |
No micronutrients stated on the choice set | |
Price | 2.29 € |
2.49 € | |
2.99 € | |
3.49 € |
Characteristic | Unit | Respondents | |
---|---|---|---|
n | % | ||
Total | 1042 | 100 | |
Gender | Female | 536 | 51.4 |
Male | 506 | 48.6 | |
Age | 18–24 years | 97 | 9.3 |
25–34 years | 195 | 18.7 | |
35–44 years | 173 | 16.6 | |
45–54 years | 244 | 23.4 | |
>54 years | 333 | 32.0 | |
Region | West | 369 | 35.4 |
South | 288 | 27.6 | |
North | 193 | 18.5 | |
East | 192 | 18.4 | |
Occupation | Full-time employed | 589 | 56.5 |
Part-time employed | 140 | 13.4 | |
Retired | 126 | 12.1 | |
Student | 74 | 7.1 | |
Homemaker | 44 | 4.2 | |
Unemployed | 38 | 3.7 | |
Practical education | 14 | 1.3 | |
School | 7 | 0.7 | |
Education | University degree | 372 | 35.7 |
Secondary school | 277 | 26.6 | |
High school diploma | 206 | 19.8 | |
Elementary school (Hauptschule) | 104 | 10.0 | |
Specialist/Master craftsman | 76 | 7.3 | |
Still attending school | 4 | 0.4 | |
Size of the household | 1 Person | 290 | 27.8 |
2 Persons | 398 | 38.2 | |
3 Persons | 174 | 16.7 | |
4 Persons | 127 | 12.2 | |
5 Persons | 37 | 3.6 | |
More than 5 Persons | 16 | 1.5 | |
Parenthood | No children | 548 | 52.6 |
Children under twelve years | 198 | 19.0 |
Varieties | Total 1 | Male | Female | |||
---|---|---|---|---|---|---|
n | % | n | % | n | % | |
Pink Lady® | 239 | 23.8 | 104 | 21.5 | 135 | 25.9 |
Braeburn | 127 | 12.6 | 52 | 10.7 | 75 | 14.4 |
Elstar | 121 | 12.0 | 53 | 11.0 | 68 | 13.1 |
Golden Delicious | 103 | 10.3 | 71 | 14.7 | 32 | 6.1 |
Jonagold | 94 | 9.4 | 47 | 9.7 | 47 | 9.0 |
Granny Smith | 68 | 6.8 | 32 | 6.6 | 36 | 6.9 |
Boskoop | 61 | 6.8 | 29 | 6.0 | 32 | 6.1 |
Gala | 40 | 4.0 | 20 | 4.1 | 20 | 3.8 |
Red Delicious | 37 | 3.7 | 21 | 4.3 | 16 | 3.1 |
Micronutrients | Status | Total | Male | Female | |||
---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||
Iodine *** | Stated awareness | 743 | 71.3 | 334 | 66.0 | 409 | 76.3 |
Unaware | 299 | 28.7 | 172 | 34.0 | 127 | 23.7 | |
Selenium *** | Stated awareness | 489 | 46.9 | 211 | 41.7 | 278 | 51.9 |
Unaware | 553 | 53.1 | 295 | 58.3 | 258 | 48.1 | |
Iodine as food supplement (n.s.) | Consumers | 201 | 19.3 | 86 | 17.0 | 115 | 21.5 |
Non-consumers | 841 | 80.7 | 420 | 83.0 | 421 | 78.5 | |
Selenium as food supplement *** | Consumers | 130 | 12.5 | 42 | 8.3 | 88 | 16.4 |
Non-consumers | 912 | 87.5 | 464 | 91.7 | 448 | 83.6 |
Factors | Statements | Factor Loadings |
---|---|---|
Sustainability | Produced in Germany | 0.84 |
Produced locally/nearby | 0.82 | |
Organically grown | 0.72 | |
Freshly picked and crispy | 0.69 | |
Plastic-free packaging | 0.66 | |
Intense fruity taste | 0.65 | |
Integrated production | 0.52 | |
Practicability | Warranty of long shelf life fruits | 0.72 |
Intense red fruit peel | 0.70 | |
Aesthetically appealing packaging | 0.69 | |
Easy to open | 0.65 | |
Handy, medium fruit size | 0.57 | |
Popular apple variety ‘Elstar’ | 0.52 | |
Information requirements | Especially suitable for vegetarians or vegans | 0.78 |
Imprint: Certified by University Medical Center Charité Berlin | 0.71 | |
Further information available on the Internet (e.g., via QR code) | 0.70 | |
Especially suitable for low allergy nutrition | 0.68 |
β Coefficients | Standard Error | |
---|---|---|
Constants | ||
Constant cardboard | 2.01 * | 0.96 |
Constant color print | 0.22 | 1.02 |
Interaction terms micronutrients (rich in) and packaging | ||
Selenium x cardboard | 0.05 | 0.37 |
Selenium x plastic | 0.13 | 0.27 |
Selenium x color print | 0.23 | 0.24 |
Iodine x cardboard | 0.64 * | 0.25 |
Iodine x plastic | 0.68 * | 0.29 |
Iodine x color print | 0.21 | 0.29 |
Selenium & iodine x cardboard | 0.48 | 0.29 |
Selenium & iodine x plastic | 0.48 | 0.28 |
Selenium & iodine x color print | 0.73 * | 0.32 |
Nutrition and health claims | ||
Contributes to a normal functioning of the immune system | 0.80 *** | 0.17 |
Tasty and healthy enjoyment | 0.51 *** | 0.14 |
Naturally with micronutrients | 0.54 ** | 0.16 |
Varieties | ||
Pink Lady® | 0.60 *** | 0.14 |
Elstar | 0.40 ** | 0.14 |
Braeburn | 0.21 | 0.14 |
Interaction terms micronutrients (rich in), purchase motives, and cardboard packaging | ||
Selenium & iodine x information requirement x cardboard | 0.45 ** | 0.16 |
Selenium & iodine x practicability x cardboard | 0.13 | 0.14 |
Selenium & iodine x sustainability x cardboard | 0.64 *** | 0.16 |
Interaction terms micronutrients (rich in), purchase motives, and plastic packaging | ||
Selenium & iodine x information requirement x plastic | 0.25 | 0.14 |
Selenium & iodine x practicability x plastic | 0.16 | 0.15 |
Selenium & iodine x sustainability x plastic | −0.38 ** | 0.14 |
Interaction terms micronutrients (rich-in), purchase motives, and color print | ||
Selenium & iodine x information requirement x color print | −0.10 | 0.15 |
Selenium & iodine x practicability x color print | 0.09 | 0.15 |
Selenium & iodine x sustainability x color print | 0.13 | 0.15 |
Interaction terms micronutrients, food supplements, and packaging | ||
Selenium & iodine x food supplement x cardboard | −0.12 | 0.31 |
Selenium & iodine x food supplements x plastic | −0.06 | 0.33 |
Selenium & iodine x food supplements x color print | 0.50 | 0.35 |
Price | ||
Price cardboard | −1.16 *** | 0.24 |
Price plastic | −0.68 ** | 0.21 |
Price color print | −0.65 ** | 0.21 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Kleine-Kalmer, R.; Profeta, A.; Daum, D.; Enneking, U. Pre-Launch Exploration of Consumer Willingness to Purchase Selenium- and Iodine-Biofortified Apples—A Discrete Choice Analysis of Possible Market Settings. Nutrients 2021, 13, 1625. https://doi.org/10.3390/nu13051625
Kleine-Kalmer R, Profeta A, Daum D, Enneking U. Pre-Launch Exploration of Consumer Willingness to Purchase Selenium- and Iodine-Biofortified Apples—A Discrete Choice Analysis of Possible Market Settings. Nutrients. 2021; 13(5):1625. https://doi.org/10.3390/nu13051625
Chicago/Turabian StyleKleine-Kalmer, Ruth, Adriano Profeta, Diemo Daum, and Ulrich Enneking. 2021. "Pre-Launch Exploration of Consumer Willingness to Purchase Selenium- and Iodine-Biofortified Apples—A Discrete Choice Analysis of Possible Market Settings" Nutrients 13, no. 5: 1625. https://doi.org/10.3390/nu13051625
APA StyleKleine-Kalmer, R., Profeta, A., Daum, D., & Enneking, U. (2021). Pre-Launch Exploration of Consumer Willingness to Purchase Selenium- and Iodine-Biofortified Apples—A Discrete Choice Analysis of Possible Market Settings. Nutrients, 13(5), 1625. https://doi.org/10.3390/nu13051625