Peschel, Anne and Grebitus, Carola and Steiner, Bodo and Veeman, Michele (2016): How does consumer knowledge affect environmentally sustainable choices? Evidence from a cross-country latent class analysis of food labels. Forthcoming in: Appetite (2016)
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Abstract
This paper examines consumers' knowledge and lifestyle profiles and preferences regarding two environmentally labelled food staples, potatoes and ground beef. Data from online choice experiments conducted in Canada and Germany are analyzed through latent class choice modelling to identify the influence of consumer knowledge (subjective and objective knowledge as well as usage experience) on environmentally sustainable choices. We find that irrespective of product or country under investigation, high subjective and objective knowledge levels drive environmentally sustainable food choices. Subjective knowledge was found to be more important in this context. Usage experience had relatively little impact on environmentally sustainable choices. Our results suggest that about 20 % of consumers in both countries are ready to adopt footprint labels in their food choices. Another 10 - 20% could be targeted by enhancing subjective knowledge, for example through targeted marketing campaigns.
Item Type: | MPRA Paper |
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Original Title: | How does consumer knowledge affect environmentally sustainable choices? Evidence from a cross-country latent class analysis of food labels |
English Title: | How does consumer knowledge affect environmentally sustainable choices? Evidence from a cross-country latent class analysis of food labels |
Language: | English |
Keywords: | carbon footprint; food; latent class analysis; objective knowledge; subjective knowledge; water footprint |
Subjects: | D - Microeconomics > D1 - Household Behavior and Family Economics > D12 - Consumer Economics: Empirical Analysis M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M3 - Marketing and Advertising > M31 - Marketing Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q51 - Valuation of Environmental Effects |
Item ID: | 69864 |
Depositing User: | Bodo Steiner |
Date Deposited: | 09 Mar 2016 15:21 |
Last Modified: | 27 Sep 2019 03:19 |
References: | Aertsens, J., Mondelaers, K., Verbeke, W., Buysse, J., & Van Huylenbroeck, G. (2011). The influence of subjective and objective knowledge on attitude, motivations and consumption of organic food. British Food Journal, 113, 1353-1378. Aguilar, F. X., & Cai, Z. (2010). Conjoint effect of environmental labeling, disclosure of forest of origin and price on consumer preferences for wood products in the US and UK. Ecological Economics, 70, 308-316. Alba, J. W., & Hutchinson, J. W. (1987). Dimensions of Consumer Expertise. Journal of Consumer Research, 13, 411-454. Aschemann-Witzel, J., & Zielke, S. (2015). Can't Buy Me Green? A Review of Consumer Perceptions of and Behavior Toward the Price of Organic Food. Journal of Consumer Affairs, n/a-n/a. Boxall, P., & Adamowicz, W. (2002). Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach. Environmental and Resource Economics, 23, 421-446. Brucks, M. (1985). The Effects of Product Class Knowledge on Information Search Behavior. Journal of Consumer Research, 12, 1-16. Carlson, Jay P., Vincent, Leslie H., Hardesty, David M., & Bearden, William O. (2009). Objective and Subjective Knowledge Relationships: A Quantitative Analysis of Consumer Research Findings. Journal of Consumer Research, 35, 864-876. Chapagain, A. K., & Hoekstra, A. Y. (2004). Water Footprints of Nations. Volume 2. In Value of Water (Vol. 16). Delft: NESCOIHE. Chapagain, A. K., & Hoekstra, A. Y. (2007). The water footprint of coffee and tea consumption in the Netherlands. Ecological Economics, 64, 109-118. Chapagain, A. K., Hoekstra, A. Y., Aldaya, M. M., & Mekonnen, M. M. (2011). The water footprint assessment manual: Setting the global standard. London, UK: Earthscan. Chapagain, A. K., Hoekstra, A. Y., Savenije, H. H. G., & Gautam, R. (2006). The water footprint of cotton consumption: An assessment of the impact of worldwide consumption of cotton products on the water resources in the cotton producing countries. Ecological Economics, 60, 186-203. Chapagain, A. K., & Orr, S. (2009). An improved water footprint methodology linking global consumption to local water resources: A case of Spanish tomatoes. Journal of Environmental Management, 90, 1219-1228. Choi, S., & Ng, A. (2011). Environmental and Economic Dimensions of Sustainability and Price Effects on Consumer Responses. Journal of Business Ethics, 104, 269-282. Choice Metrics. (2014). Ngene 1.1.2. User manual and reference guide. https://dl.dropboxusercontent.com/u/9406880/NgeneManual112.pdf. Darby, M. R., & Karni, E. (1973). Free Competition and the Optimal Amount of Fraud. Journal of Law and Economics, 16, 67-88. Destatis. (2015). Income, receipts and expenditure of households - Size of household, https://www.destatis.de/EN/FactsFigures/SocietyState/IncomeConsumptionLivingConditions/IncomeReceiptsExpenditure/Tables/IncomeExpenditure_SizeHousehold.html, visited 14/07/2015. Echeverría, R., Moreira, V. H., Sepúlveda, C., & Wittwer, C. (2014). Willingness to pay for carbon footprint on foods. British Food Journal, 116, 186-196. Economist. (2011). Following the footprints, June 2nd 2011. Ellen, P. S. (1994). Do we know what we need to know? Objective and subjective knowledge effects on pro-ecological behaviors. Journal of Business Research, 30, 43-52. Ellen, P. S., Wiener, J. L., & Cobb-Walgren, C. (1991). The Role of Perceived Consumer Effectiveness in Motivating Environmentally Conscious Behaviors. Journal of Public Policy & Marketing, 10, 102-117. Financial Times. (2012). Tesco steps back on carbon footprint labeling. January 31. By Louise Lucas and Pilita Clarke. Finkbeiner, M. (2009). Carbon footprinting—opportunities and threats. The International Journal of Life Cycle Assessment, 14, 91-94. Flynn, L. R., & Goldsmith, R. E. (1999). A Short, Reliable Measure of Subjective Knowledge. Journal of Business Research, 46, 57-66. Galloway, J. N., Burke, M., Bradford, G. E., Naylor, R., Falcon, W., Chapagain, A. K., Gaskell, J. C., McCullough, E., Mooney, H. A., Oleson, K. L. L., Steinfeld, H., Wassenaar, T., & Smil, V. (2007). International trade in meat: the tip of the pork chop. Ambio, 36, 622-629. Gleim, M. R., Smith, J. S., Andrews, D., & Cronin Jr, J. J. (2013). Against the Green: A Multi-method Examination of the Barriers to Green Consumption. Journal of retailing, 89, 44-61. Grebitus, C., Jensen, H. H., Roosen, J., & Sebranek, J. G. (2013). Fresh meat packaging: Consumer acceptance of modified atmosphere packaging including carbon monoxide. Journal of Food Protection, 76, 99-107. Grebitus, C., Lusk, J. L., & Nayga Jr, R. M. (2013). Effect of distance of transportation on willingness to pay for food. Ecological Economics, 88, 67-75. Grebitus, C., Steiner, B., & Veeman, M. (2013). Personal values and decision making: Evidence from environmental footprint labeling in Canada American Journal of Agricultural Economics - Proceedings, 95, 397-403. Grebitus, C., Steiner, B., & Veeman, M. (2015). The roles of human values and generalized trust on stated preferences when food is labeled with environmental footprints: Insights from Germany. Food Policy, 52, 84-91. Greene, W. H., & Hensher, D. A. (2003). A latent class model for discrete choice analysis: contrasts with mixed logit. Transportation Research Part B: Methodological, 37, 681-698. Grunert, K. G., Fernández-Celemín, L., Wills, J., Storcksdieck genannt Bonsmann, S., & Nureeva, L. (2010). Use and understanding of nutrition information on food labels in six European countries. Journal of Public Health, 18, 261-277. Grunert, K. G., Hieke, S., & Wills, J. (2014). Sustainability labels on food products: Consumer motivation, understanding and use. Food Policy, 44, 177-189. Grunert, K. G., Scholderer, J., & Rogeaux, M. (2011). Determinants of consumer understanding of health claims. Appetite, 56, 269-277. Hartikainen, H., Roininen, T., Katajajuuri, J.-M., & Pulkkinen, H. (2014). Finnish consumer perceptions of carbon footprints and carbon labelling of food products. Journal of Cleaner Production, 73, 285-293. Hempel, C., & Hamm, U. (2016). How important is local food to organic-minded consumers? Appetite, 96, 309-318. IPCC. (2007). Summary for Policymakers. The Physical Science Basis. Contribution of Working Group I to the fourth Assessment Report of the IPCC. In Climate Change 2007. Cambridge: Cambridge University Press. Kallas, Z., Realini, C. E., & Gil, J. M. (2014). Health information impact on the relative importance of beef attributes including its enrichment with polyunsaturated fatty acids (omega-3 and conjugated linoleic acid). Meat Science, 97, 497-503. Kempton, W. (1991). Lay perspectives on global climate change. Global Environmental Change, 1, 183-208. Kimura, A., Wada, Y., Kamada, A., Masuda, T., Okamoto, M., Goto, S.-i., Tsuzuki, D., Cai, D., Oka, T., & Dan, I. (2010). Interactive effects of carbon footprint information and its accessibility on value and subjective qualities of food products. Appetite, 55, 271-278. Krajnc, D., & Glavič, P. (2005). How to compare companies on relevant dimensions of sustainability. Ecological Economics, 55, 551-563. Lee, J. K., & Lee, W.-N. (2009). Country-of-Origin Effects on Consumer Product Evaluation and Purchase Intention: The Role of Objective Versus Subjective Knowledge. Journal of International Consumer Marketing, 21, 137-151. Loose, S. M., & Remaud, H. (2013). Impact of corporate social responsibility claims on consumer food choice: A cross‐cultural comparison. British Food Journal, 115, 142-166. Louviere, J. J., Hensher, D. A., Swait, J. D., & Adamowicz, W. (2000). Stated Choice Methods: Analysis and Applications: Cambridge University Press. Mesías Díaz, F. J., Martínez‐Carrasco Pleite, F., Miguel Martínez Paz, J., & Gaspar García, P. (2012). Consumer knowledge, consumption, and willingness to pay for organic tomatoes. British Food Journal, 114, 318-334. Minx, J. (2007). Methods review to support the PAS process for the calculation of the greenhouse gas emissions embodied in good and services. In: Report to the UK Department for Environment, Food and Rural Affairs. 2007. London: Stockholm Environment Institute at the University of York and Department for Biobased Products at the University of Minnesota. Moorman, C., Diehl, K., Brinberg, D., & Kidwell, B. (2004). Subjective Knowledge, Search Locations, and Consumer Choice. Journal of Consumer Research, 31, 673-680. Norwood, F. B., & Lusk, J. L. (2011). Social Desirability Bias in Real, Hypothetical, and Inferred Valuation Experiments. American Journal of Agricultural Economics, 93, 528-534. Onozaka, Y., Hu, W., & Thilmany, D. D. (2015). Can eco-labels reduce carbon emissions? Market-wide analysis of carbon labeling and locally grown fresh apples. Renewable Agriculture and Food Systems, FirstView, 1-17. Park, C. W., & Lessig, V. P. (1981). Familiarity and Its Impact on Consumer Decision Biases and Heuristics. Journal of Consumer Research, 8, 223-231. Powers, G. (2011). Retailers move to put carbon footprint labels on products. MSN Money, www.everyday money.ca/2011/06/retailers-move-to-put-carbon-footprint-labels-on-products.html, visited 12/4/2011. Raju, P. S., Lonial, S. C., & Glynn Mangold, W. (1995). Differential Effects of Subjective Knowledge, Objective Knowledge, and Usage Experience on Decision Making: An Exploratory Investigation. Journal of Consumer Psychology, 4, 153-180. Rao, A. R., & Monroe, K. B. (1988). The Moderating Effect of Prior Knowledge on Cue Utilization in Product Evaluations. Journal of Consumer Research, 15, 253-264. Rao, A. R., & Sieben, W. A. (1992). The Effect of Prior Knowledge on Price Acceptability and the Type of Information Examined. Journal of Consumer Research, 19, 256-270. Rees, W. E. (1992). Ecological footprints and appropriated carrying capacity: what urban economics leaves out. Environment and Urbanization, 4, 121-130. Rees, W. E., & Wackernagel, M. (1996). Urban ecological footprints: Why cities cannot be sustainable—And why they are a key to sustainability. Environmental Impact Assessment Review, 16, 223-248. Ridoutt, B. G., & Pfister, S. (2010). A revised approach to water footprinting to make transparent the impacts of consumption and production on global freshwater scarcity. Global Environmental Change, 20, 113-120. Schumacher, I. (2010). Ecolabeling, consumers' preferences and taxation. Ecological Economics, 69, 2202-2212. Seghezzo, L. (2009). The five dimensions of sustainability. Environmental Politics, 18, 539-556. Stancich, R. (2011). Summary of global carbon labels. http://www.climatechangecorp.com /content.asp?ContentID=5828, visited 12/4/2011. Statistics Canada. (2011). Census of Population and Statistics Canada catalogue no. 98-313-XCB. Statistics Canada .Income in Canada. Avaialbe online: http://www.statcan.gc.ca/pub/75-202-x/2010000/hl-fs-eng.htm. Visited 14/07/2015. Statistics Canada. (2015a). Education in Canada: Attainment, Field of Study and Location of Study. http://www12.statcan.gc.ca/nhs-enm/2011/as-sa/99-012-x/99-012-x2011001-eng.cfm#a2 Visited 25/11/2015. Statistics Canada. (2015b). Income in Canada. Available online: http://www.statcan.gc.ca/pub/75-202-%20x/2010000/hl-fs-eng.htm. Visited 14/07/2015 Statistisches Bundesamt. (2014). Averages ages in the Länder 2013,https://www.destatis.de/EN/FactsFigures/SocietyState/Population/CurrentPopulation/CurrentPopulation.html, visited 14/07/2015. Teisl, M. F. (2003). What We May Have Is a Failure to Communicate: Labeling Environmentally Certified Forest Products. Forest Science, 49, 668-680. Thøgersen, J., Haugaard, P., & Olesen, A. (2010). Consumer responses to ecolabels. European Journal of Marketing, 44, 1787-1810. Tully, S. M., & Winer, R. S. (2014). The Role of the Beneficiary in Willingness to Pay for Socially Responsible Products: A Meta-analysis. Journal of retailing, 90, 255-274. Upham, P., Dendler, L., & Bleda, M. (2011). Carbon labelling of grocery products: public perceptions and potential emissions reductions. Journal of Cleaner Production, 19, 348-355. Van Loo, E. J., Caputo, V., Nayga Jr, R. M., & Verbeke, W. (2014). Consumers’ valuation of sustainability labels on meat. Food Policy, 49, Part 1, 137-150. Vermunt, J. K., & Magidson, J. (2005). Technical Guide for Latent GOLD Choice 4.0: Basic and Advanced. Belmont Massachusetts: Statistical Innovations. Wackernagel, M., & Rees, W. E. (1997). Perceptual and structural barriers to investing in natural capital: Economics from an ecological footprint perspective. Ecological Economics, 20, 3-24. Wedel, M., & Kamakura, W. A. (2000). Market Segmentation: Conceptual and Methodological Foundations (2nd ed.): Kluwer Academic. Wikoff, R., Rainbolt, G. N., & Wakeland, W. (2012). Measuring the longitudinal effects of food carbon footprint training on consumers: Knowledge, attitudes, and behavioral intentions. Sustainability, 5, 317-322. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/69864 |