2022: Just Accepted
Original Research Article

Assessing preferences for mountain wine and viticulture by using a best-worst scaling approach: do mountains really matter for Italians?

Mikael Oliveira Linder
Faculty of of Science and Technology, Free University of Bolzano
Katia Laura Sidali
Department of Business Administration, University of Verona
Christian Fischer
Faculty of of Science and Technology, Free University of Bolzano
Valerie Bossi Fedrigotti
Faculty of of Science and Technology, Free University of Bolzano
Diego Begalli
Department of Business Administration, University of Verona
Gesa Busch
Department of Agricultural Economics and Rural Development, Georg-August-University Göttingen
Published January 20, 2022
  • Mountain, wine, viticulture, Italian preferences, best-worst scaling, latent class.
How to Cite
Oliveira Linder, M., Laura Sidali, K., Fischer, C., Bossi Fedrigotti, V., Begalli, D., & Busch, G. (2022). Assessing preferences for mountain wine and viticulture by using a best-worst scaling approach: do mountains really matter for Italians?. Wine Economics and Policy. https://doi.org/10.36253/wep-10342


European Commission has recently published the rules on the use of the quality term "mountain product". The new regulation aims to promote the sustainable development of mountain areas and to facilitate the identification of mountain products by consumers. Despite the importance of viticulture for several European mountain communities and the growing interest of European consumers in quality certified foods, the regulation did not encompass wines. The literature addresses many issues regarding wines and consumer preferences, but so far mountain wines are not specifically researched. With this study, we seek to fill this gap by analysing Italian consumers’ preferences for mountain wines as well as their opinion on the inclusion of this product in the mountain labelling scheme. To do so, this study applies a best-worst scaling model and subsequent latent class analysis. Data was collected through an online questionnaire applied to a consumer panel. The results indicate that most of respondents are in favour of applying the mountain label to wines. The three most preferred attributes are related to human health, ecological sustainability and product typicity. Most of the participants gave less importance to the attributes that characterize mountain agriculture. Only one consumer segment valued some of these. The findings suggest that the inclusion of mountain wines in the labelling scheme may increase the interest of Italian wine consumers, especially if health, sustainability and typicity are ensured by producers.


Akerlof, G. A. (1970). The Market for "Lemons": Quality Uncertainty and the Market Mechanism. The Quarterly Journal of Economics, 84(3), 488-500.

Amilien, V. (2005). Préface : à propos de produits locaux, Anthropology of food, URL: http://journals.openedition.org/aof/306. DOI: https://doi.org/10.4000/aof.306.

Aurier, P., Fort, F., & Sirieix. L. (2005). Exploring terroir product meanings for the consumer. Anthropology of food, 05/2005. DOI: https://doi.org/10.4000/aof.187.

Aust, F., Diedenhofen, B., Ullrich, S. et al. (2013) Seriousness checks are useful to improve data validity in online research. Behavior Research 45, 527–535. DOI: https://doi.org/10.3758/s13428-012-0265-2.

Bergmann, H., Enneking, U., Grotelueschen, und Requardt (2006): Protecting biodiversity in the Harz Region by introducing new marketing policies. 21st General Meeting of the European Grassland Federation, Badajoz, Spain, 3-6 April, 2006.

Berlin, L., Lockeretz, W., & Bell, R. (2009). Purchasing foods produced on organic, small and local farms: A mixed method analysis of New England consumers. Renewable Agriculture and Food Systems, 24(4), 267-275. Retrieved from http://www.jstor.org/stable/44490676

Bryden, J., & Mantino, F. (2018). Rural Policy in Europe. In W. H. Meyers & T. Johnson, Handbook of International Food and Agricultural Policies, pp. 89-119. Missouri: World Scientific.

Capitello, R., & Sirieix, L. (2019). Consumers’ Perceptions of Sustainable Wine: An Exploratory Study in France and Italy. Economies, 7(2). DOI: https://doi.org/10.3390/economies7020033.

Casini, L., Corsi, A.M. & Goodman, S. (2009). Consumer preferences of wine in Italy applying best‐worst scaling, International Journal of Wine Business Research, Vol. 21 No. 1, pp. 64-78. DOI: https://doi.org/10.1108/17511060910948044

Cei, L., Defrancesco E., &Stefani G. (2018) From Geographical Indications to Rural Development: A Review of the Economic Effects of European Union Policy. Sustainability, 10, 3745. DOI: doi:10.3390/su10103745
Best-Worst Scaling with many items. Journal of Choice Modelling, 30, 61-72.

Cembra (n.d.). San Sent Vigna – Cembra Cantina di Montagna. Retrieved from https://www.cembracantinadimontagna.it/.

Cohen, S.H. (2003). Maximum Difference Scaling: Improved Measures of Importance and Preference for Segmentation. Paper presented at the Sawtooth Software Conference Proceedings, Washington.

Corduas, M., Cinquanta, L., & Ievoli, C. (2013). The importance of wine attributes for purchase decisions: A study of Italian consumers’ perception. Food Quality and Preference, 28(2), 407-418.

Davidova, S., & Thomson, K. (2014). Family Farming in Europe: challenges and prospect. Report. European Parliament, Brussels.

Delmas, M. A., Gergaud, O., & Lim, J. (2016). Does Organic Wine Taste Better? An Analysis of Experts' Ratings. Journal of Wine Economics, 11(03), 329-354.

Delmas, M. A., & Grant, L. E. (2014). Eco-Labeling Strategies and Price-Premium: The Wine Industry Puzzle. Business & Society, 53(1), 6–44. DOI: https://doi.org/10.1177/0007650310362254.

De-Magistris, T., Gracia, A., & Albisu, L.M. (2014). Wine consumers’ preferences in Spain: An analysis using the best-worst scaling approach. Spanish Journal of Agricultural Research, SJAR, 12(3), 529-541.

European Comission. (2020). Economic value of EU quality schemes, geographical indications and traditional specialities guaranteed. Report. Luxembourg: European Union, 144p.

Evans, J. R., & Mathur, A. (2005). The value of online surveys. Internet Research, 15(2), 195-219. DOI: 10.1108/10662240510590360.

FAO. Food and Agriculture Organization of the United Nations. (2015). Mapping the vulnerability of mountain peoples to food insecurity. Retrieved from http://www.fao.org/3/a-i5175e.pdf

FAO. Food and Agriculture Organization of the United Nations. (2013). Mountain Farming is Family Farming. A contribution from mountain areas to the International Year of Family Farming 2014. Retrieved from http://www.fao.org/docrep/019/i3480e/i3480e.pdf.

FAO. (2009). Linking people, places and products: A guide for promoting quality linked to geographical origin and sustainable geographical indications. FAO, Rome, 194 pages.

Finn, A. & Louviere, J.J. (1992). Determining the Appropriate Response to Evidence of Public Concern: The Case of Food Safety. Journal of Public Policy & Marketing, 11, 12-25. DOI: https://doi.org/10.1177/074391569201100202.

Flynn, T., Louviere, J., Peters, T., and Coast, J. (2007). Best–worst scaling: What it can do for health care research and how to do it. Journal of Health Economics, 26(1), 171-189.

Fondazione Montagna Italia. Rapporto Montagne Italia 2016. Roma, 336 pages. Retrieved from https://uncem.it/wp-content/uploads/2020/04/RAPPORTO-MONTAGNE-ITALIA-2016.pdf.

Fotopoulos, C., Krystallis, A., & Ness, M. (2003). Wine produced by organic grapes in Greece: Using means—end chains analysis to reveal organic buyers' purchasing motives in comparison to the non-buyers. Food Quality and Preference, 14(7), 549-566.

Galati, A., Schifani, G., Crescimanno, M., & Migliore, G. (2019). “Natural wine” consumers and interest in label information: An analysis of willingness to pay in a new Italian wine market segment. Journal of Cleaner Production, 227, 405-413.

Giraud, G., & Petit, M. (2003). Agriculture et produits alimentaires de montagne. Paris, France: INRA.

Graeub, B.E., & Chappell, M.J., Wittman, H., Ledermann, S., Kerrf, R.B., Gemmill-Herrena, G. 2016. The State of Family Farms in the World. World Development. V. 87, November 2016, pp. 1-15. DOI: https://doi.org/10.1016/j.worlddev.2015.05.012

Grabherr, G., & Messerli, B. (2011). An Overview of the World’s Mountain Environments. In UNESCO, Biosphere Reserves in the Mountains of the World: Excellence in the clouds. Austrian Academy of Sciences Press, Vienna 2011, p. 8-14.

Green P.E., & Srinivasan, V. (1978). Conjoint Analysis in Consumer Research: Issues and Outlook, Journal of Consumer Research, Volume 5, Issue 2, September 1978, Pages 103–123. DOI: https://doi.org/10.1086

Grotelueschen, M. und Requardt, N. (2006): Tourismus, Naturschutz und Vermarktung regionaler Produkte eine ”Discrete-Choice“ Analyse anhand des Harzer Rotviehs, in: Landwirtschaft und Umwelt 13, 51-67

Hayes-Conroy, A., & Martin, D. (2010). Mobilising bodies: Visceral identification in the Slow Food movement. Transactions of the Institute of British Geographers, 35(2), new series, 269-281. Retrieved from http://www.jstor.org/stable/40647324.

Hemmerling, S., M. Canavari, & A. Spiller. (2016). Preference for naturalness of european organic Consumers: First evidence of an attitude-liking-gap. British Food Journal, 118 (2016), pp. 2287-2307.

Hinojosa L., Napoléone C., & Lambin E.F. 2016. The “mountain effect” in the abandonment of grasslands: Insights from the French Southern Alps. Agriculture, Ecosystems and Environment, 221 (2016), pp. 115–124.

IDM. 2018. Breve guida dei vini dell’Alto Adige. Booklet. Retrieved from https://www.vinialtoadige.com/it/stampa-downloads/pubblicazioni/63-0.html

Istat. (2019). Annuario Statistico Italiano. Istituto Nazionale di Statistica, Roma, 2019. REtrieved from https://www.istat.it/it/archivio/236772.

Istat. (2018). Internet@Italia: Domanda e offerta di servizi online e scenari di digitalizzazione. Fondazione Ugo Bordoni, Roma, 140 pages. Retrieved from https://www.istat.it/it/files/2018/06/Internet@Italia-2018.pdf.

Jones, S. (2020). Terroir and the Family Farm. Anthropology of food, S14, 2020. DOI: https://doi.org/10.4000/aof.10603.

Jordana J. (2000). Traditional foods: Challenges facing the European food industry. Food Research International. 33(3-4), pp. 147-152.

Körner, C. (2004). Mountain biodiversity, its causes and function. Ambio, 33(13), 11-17.

Krucien, N. (2015). Analyse de la qualité del’offre de soins de médecine générale du point de vue des patients. Santé publique et épidémiologie. Université Paris Sud – Paris XI , 2012. Retrieved from https://tel.archives-ouvertes.fr/tel-00807172.

Lee, H.J., & Yun, Z.S. (2015). Consumers’ perceptions of organic food attributes and cognitive and affective attitudes as determinants of their purchase intentions toward organic food. Food Quality and Preference, 39, 259-267. DOI: 10.1016/j.foodqual.2014.06.002.

Author et al. (2019)..

Liniger, H., & Weingartner, R. (1998). Mountains and fresh water supply. Unasylva: Moving Mountain, 195, v. 49. Retrieved from

Lockshin, L, & Corsi, A. M. (2012). Consumer behaviour for wine 2.0: A review since 2003 and future directions. Wine Economics and Policy, 1(1), 2-23. DOI: https://doi.org/10.1016/j.wep.2012.11.003

Lockshin L., & Hall J. (2003), Consumer purchasing behaviour for wine : what we know and where we are going, in Lockshin, L. and Rungie, C. (eds.), International Colloquium in Wine Marketing 2003, Adelaide, University of South Australia.

Losavio, C., & Perniciario, G. (2017). Analisi della normativa inerente ai territori montani. Consiglio Nazionale delle Ricerche, Roma, 89p.

Louviere, J., Flynn, T., & Marley, A. (2015). Best-Worst Scaling: Theory, Methods and Applications. Cambridge: Cambridge University Press. DOI: 10.1017/CBO9781107337855

Louviere, J.J., & Woodwort G.G. (1990), "Best-Worst Scaling: A Model for Largest Difference Judgments," working paper, Faculty of Business, University of Albert

MacDonald, D, Crabtree, J.R., Wiesinger, G., Dax, T., Samou, N, Fleury, P., Lazpita, J.G., Gibon, A. (2000). Agricultural abandonment in mountain areas of Europe: Environmental consequences and policy response. Journal of Environmental Management, 59, pp. 47–69. DOI: 10.1006/jema.1999.0335.

Magidson, J., & Vermunt, J. K. (2002). Latent class models for clustering: a comparison with K-means. Canadian Journal of Marketing Research, 20(1), 36-43.

Maneesriwongul, W., & Dixon, J. (2004). Instrument translation process: A methods review. Journal of Advanced Nursing, 48(2), 175-186.

Mapes, G. (2020). Marketing elite authenticity: Tradition and terroir in artisanal food discourse. Discourse Context & Media, 34, DOI: 10.1016/j.dcm.2019.100328.

Matscher A., & Schermer M. (2009). Zusatznutzen Berg? Argumente für den Konsum von Bergprodukten. Agrarwirtschaft, n. 58, Heft 2.

McFadden, D. (1986). The Choice Theory Approach to Market Research. Marketing Science, 5(4), 275-297. Retrieved from www.jstor.org/stable/184004.

McFadden, D. (1974). Conditional Logit Analysis of Qualitative Choice Behavior. In P. Zarembka (ed.), Frontiers in Econometrics, 105-142, Academic Press: New York, 1973. Retrieved from https://eml.berkeley.edu/reprints/mcfadden/zarembka.pdf.

Mühlbacher, A.C., Kaczynski, A., Zweifel, P. et al. (2016). Experimental measurement of preferences in health and healthcare using best-worst scaling: an overview. Health Econ Rev 6, 2 (2016). DOI: 10.1186/s13561-015-0079-x

Nomisma Wine Monitor. (2018). Wine marketing : Scenari, mercati internazionali e competitività del vino italiano : Con oltre 1000 importatori e distributori europei e americano (Edizione 2018. ed., Idee & strumenti per il marketing). Roma: Agra.

NORDREGIO, 2004. Mountain Areas in Europe: Analysis of mountain areas in EU member states, acceding and other European countries. Commissioned report by the European Commission –DG Regional Policy. Brussels. Retrieved from http://ec.europa.eu/regional_policy/sources/docgener/studies/pdf/montagne/mount1.pdf

Nunes, Fernando, Madureira, Teresa, Oliveira, José Vidal, & Madureira, Helena. (2016). The consumer trail: Applying best-worst scaling to classical wine attributes. Wine Economics and Policy, 5(2), 78-86.

Orme, B. 2005. Accuracy of HB Estimation in MaxDiff Experiments. Sawtooth Software technical paper series. Retrieved from http://www.sawtoothsoftware.com/download/techpap/maxdacc.pdf

Orme, B. 2006. Adaptive Maximum Difference Scaling. Sawtooth Software technical paper series. Retrieved from http://www.sawtoothsoftware.com/download/techpap/amaxdiff.pdf

Orme, B. (2009). MaxDiff Analysis: Simple Counting, Individual-Level Logit, and HB. Sawtooth Software technical paper series. Retrieved from https://www.sawtoothsoftware.com/support/technical-papers/maxdiff-best-worst-scaling/maxdiff-analysis-simple-counting-individual-level-logit-and-hb-2009.

Orshoven, J., Terres, J.M., Tóth, T., Jones, R., Le Bas, C., Updated common biophysical criteria to define natural constraints for agriculture in Europe: Definition and scientific justification for the common biophysical criteria: technical factsheets. 2012. Joint Research Center, Ispra, 76 pages.

Parvin, S., Wang, P., & Uddin, J. (2016). Using best-worst scaling method to examine consumers’ value preferences: A multidimensional perspective. Cogent Business & Management, 3(1), 1199110. DOI: 10.1080/23311975.2016.1199110.

Pieniak, Z., W. Verbeke, F. Vanhonacker, L. Guerrero, M. Hersleth. (2009). Association between traditional food consumption and motives for food choice in six european countries. Appetite, 53 (2009), pp. 101-108. DOI: 10.1016/j.appet.2009.05.019.

Price, M.F. (1998). Mountains: globally important ecosystems. Unasylva: Moving Mountain, 195, v. 49. Retrieved from http://www.fao.org/3/w9300e/w9300e03.htm#mountains:%20globally%20important%20ecosystems.

Provincia Autonoma di Bolzano. 2018. Relazione agraria e forestale 2018. Retrieved from http://www.provinz.bz.it/agricoltura/flip/raf2018/.

Reuillon, J. L., C. Perrot, (2012). La filière française de laits et de fromages de montagne (Mountain milk and cheese in France: a case study for mountain products supply chains., Institut de l’Elevage INRA Sidam Cniel: 73.

Pomarici, E., & Vecchio, R. (2019). Will sustainability shape the future wine market?, Wine Economics and Policy, V, 8, Issue 1, 2019, p. 1-4. DOI: 10.1016/j.wep.2019.05.001.

Marinushof (n.d.). Sudtirol Vinschgau Denominatione di Progine Protetan. Pinort Noirt 2015. Wein aus Steillage. 650m. Vino di Montagna. Retrieved from https://www.marinushof.it/it/pdf/PinotNoir.pdf.

Román, S., Sánchez-Siles, L. M., & Siegrist, M. (2017). The importance of food naturalness for consumers: Results of a systematic review. Trends in Food Science & Technology, 67, 44-57. DOI: 10.1016/j.tifs.2017.06.010.

Ronan, S., Antoce, A., Rebenaque, P., Coulon-Leroy, C., Maury, C., & Jourjon, F. (2017). Perception des vins sans sulfites par les consommateurs de trois pays europeens. In Jean-Marie Aurand (Ed.), Proceedings of the 40eme Congres Mondial de la Vigne et du Vin. Sofia, Bulgarie.

Sanders, W. G., & Boivie, S. (2004). Sorting things out: Valuation of new firms in uncertain markets, Strategic Management Journal, 25: 167-186.

Santini, F., Fatmir,G., Gomez y Paloma, S. (2013) Labelling of agricultural products and food products of mountain farming. European Commission, Joint Research Centre, Institute for Prospective Technological Studies, Seville, 156 pages.

Sawtooth Software. (2019). Lighthouse Studio v.9.8: software for web interviewing and conjoint analysis. Sawtooth Software, Provo.

Scarpa, Riccardo, Thiene, Mara, & Galletto, Luigi. (2006). Consumers WTP for wine with certified origin: Latent classes based on attitudinal responses. Journal of Food Products Marketing, 15, pp.231–248.

Schäufele, I., Hamm, U. (2017). Consumers’ perceptions, preferences and willingness-to-pay for wine with sustainability characteristics: A review, Journal of Cleaner Production, V. 147, 2017, p. 379-394. DOI: 10.1016/j.jclepro.2017.01.118.

Author. (2008)..

Schjøll, A., Amilien, V., Arne, P., Revoredo, C., & Leat, P. (2010). Promotion of mountain food: An explorative a study about consumers’ and retailers’ perception in six European countries. Methodology, July,1558–1567.

Sellers-Rubio, R. (2016). Would you Pay a Price Premium for a Sustainable Wine? The Voice of the Spanish Consumer. Agriculture and Agricultural Science. Procedia,8, 10–16.

Sidali K., and Scaramuzzi S. (2014), Resilience to strategies to loose strictness of specification sheets in GI consortia. Proceedings of the 11th European IFSA Symposium, Farming systems facing global challenges: Capacities and strategies, Berlin, 1-3 April 2014.

Skuras, D., & Vakrou, A. (1999). Willingness to pay for origin labelled products: A case study of Greek wine consumers. European Association of Agricultural Economists, 67th Seminar, October 28-30, 1999, Le Mans, France, October 1999.

Stanco, M., Lerro, M., & Marotta, G. (2020). Consumers’ Preferences for Wine Attributes: A Best-Worst Scaling Analysis. Sustainability, 12(7), 2819.

Strub, L., Loose SM (2017). Is there a future for steep slope wine growing? Combining producer and consumer perspectives towards economically sustainable concepts. Proceedings 5th International Congress on Mountain and Steep Slope Viciculture. Conegliano.

Thurstone, L. L. (1994). A law of comparative judgment. Psychological Review, 101(2), 266-270. DOI :http://dx.doi.org.libproxy.unibz.it/10.1037/0033-295X.101.2.26.
Tregear A., Arfini F., Belletti G., Marescotti A. (2007) Regional foods and rural development: The role of product qualification. Journal of Rural Studies, 23 (2007) 12–22.

Tregear A., Arfini F., Belletti G., Marescotti A. (2004). The impact of territorial product qualification processes on the rural development potential of small-scale food productions. Proceedings of the XI World Congress of Rural Sociology, Trondheim, Norway - July 25-30, 2004.

Vanhonacker, F., Verbeke, W., Guerrero, L., Claret, A., Contel, M., Scalvedi, L., Żakowska‐Biemans, S., Gutkowska, K., Sulmont‐Rossé, C., Raude, J., Granli, B.S. and Hersleth, M. (2010). How European consumers define the concept of traditional food: evidence from a survey in six countries. Agribusiness, 26: 453-476. DOI: 10.1002/agr.20241.

Van Leeuwen, C., & Seguin, G (2006) The concept of terroir in viticulture. Journal of Wine Research, 17:1, 1-10, DOI: 10.1080/09571260600633135.

Vecchio, R. (2013). Determinants of willingness-to-pay for sustainable wine: Evidence from experimental auctions. Wine Economics and Policy, 2(2), 85-92.

Viviroli D., Weigartner, R. (2004). The hydrological significance of mountains: from regional to global scale. Hydrology and Earth System Sciences, 8(6), pp. 1016–1029. Retrieved from https://www.hydrol-earth-syst-sci.net/8/1017/2004/hess-8-1017-2004.pdf.

Wine Intelligence. (2018) Global Consumer Trends. Wine Intelligence, London, 61 pages.

Zisenis, M., & Price, M.F. (2011). Europe’s Mountain Biodiversity: Status and Threats. In Austrian MAB Committee (Ed.), Biosphere Reserves in the Mountains of the World: excellence in the clouds? UNESCO, Vienna, 123 pages.