Good agricultural practices (GAP) certification schemes have been promoted to enhance agricultural sustainability. This study seeks to explain the adoption of GAP certification schemes through an analysis of the role of personal values in guiding such choice. It is a departure from approaches taken in previous studies in the area. Through the laddering interview technique of means-end chain analysis, a hierarchical value map was systematically schematized to illustrate the relationship between adoption of GAP (attributes), outcomes (consequences), and personal values driving the choice. The personal values identified in this study cluster under the headings of “better life”, “religious responsibility”, “healthy life”, and “responsible farmer”. Amongst these, the main evidence (pathways) pointed to the desire to have “better life” through the enhanced financial position that is perceived to arise as a consequence of GAP adoption as being of primary importance. These findings suggest that, while profit is not the sole end driver of adoptive behavior, GAP certification schemes have to be seen as lucrative and to enhance the goals of achieving core personal values. Other empirical information in this study also has significant policy implications. It is a key finding of this paper that effective promotions of GAP should be tailored and targeted at specific segments of the farmer population.
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Arsil, P., Li, E., Bruwer, J., & Lyons, G. (2014). Exploring consumer motivations towards buying local fresh food products: A means-end chain approach. British Food Journal, 116(10), 1533–1549.
Asfaw, S., Mithöfer, D., & Waibel, H. (2009). Investment in compliance with GlobalGAP standards: Does it pay off for small-scale producers in Kenya? Quarterly Journal of International Agriculture, 48(4), 337–362.
Asfaw, S., Mithöfer, D., & Waibel, H. (2010). What impact are EU supermarket standards having on developing countries’ export of high-value horticultural products? Evidence from Kenya. Journal of International Food & Agribusiness Marketing, 22(3–4), 252–276.
Bagozzi, R. P., & Dabholkar, P. A. (1994). Consumer recycling goals and their effect on decisions to recycle: A means-end chain analysis. Psychology & Marketing, 11(4), 313–340.
Bagozzi, R. P., & Dabholkar, P. A. (2000). Discursive psychology: An alternative conceptual foundation to means-end chain theory. Psychology & Marketing, 17(7), 535–586.
Baker, S., Thompson, K. E., Engelken, J., & Huntley, K. (2004). Mapping the values driving organic food choice: Germany vs the UK. European Journal of Marketing, 38(8), 995–1012.
Baumgart-Getz, A., Prokopy, L. S., & Floress, K. (2012). Why farmers adopt best management practice in the United States: A meta-analysis of the adoption literature. Journal of Environmental Management, 96(1), 17–25.
Belton, B., Haque, M. M., & Little, D. C. (2011). Certifying catfish in Vietnam and Bangladesh: Who will make the grade and will it matter? Food Policy, 36(2), 289–299.
Chen, X., Lupi, F., He, G., & Liu, J. (2009). Linking social norms to efficient conservation investment in payments for ecosystem services. In Proceedings of the National Academy of Sciences 2009 (Vol. 106, pp. 11812–11817).
Chiputwa, B., Spielman, D. J., & Qaim, M. (2015). Food standards, certification, and poverty among coffee farmers in Uganda. World Development, 66, 400–412.
Chouinard, H. H., Paterson, T., Wandschneider, P. R., & Ohler, A. M. (2008). Will farmers trade profits for stewardship? Heterogeneous motivations for farm practice selection. Land Economics, 84(1), 66–82.
Conway, G. R. (1990). Agroecosystems. In J. G. W. Jones & P. R. Street (Eds.), Systems theory applied to agriculture and the food chain (pp. 205–233). London, England: Elsevier Applied Science.
Darroch, M. A. G. (2010). South African farmers’ perceptions of the benefits and costs of complying with EUREPGAP to export fresh citrus to the European Union (EU). In Paper presented at the 2010 AAAE third conference/AEASA 48th conference, Cape Town, South Africa, September 19–23, 2010.
De Ferran, F., & Grunert, K. G. (2007). French fair trade coffee buyers’ purchasing motives: An exploratory study using means-end chains analysis. Food Quality and Preference, 18(2), 218–229.
Feder, G., & Umali, D. L. (1993). The adoption of agricultural innovations: A review. Technological Forecasting and Social Change, 43(3–4), 215–239.
Fleming, A., & Vanclay, F. (2010). Farmer responses to climate change and sustainable agriculture. A review. Agronomy for Sustainable Development, 30(1), 11–19.
Food and Agriculture Organization of the United Nations. (2003). Development of a framework for good agricultural practices. In Paper presented at the seventeenth session, Rome, 31 March–4 April 2003.
Gladwin, C. H. (1989). Indigenous knowledge systems, the cognitive revolution, and agricultural decision making. Agriculture and Human Values, 6(3), 32–41.
Gocsik, É., Saatkamp, H., De Lauwere, C., & Lansink, A. O. (2014). A conceptual approach for a quantitative economic analysis of farmers’ decision-making regarding animal welfare. Journal of Agricultural and Environmental Ethics, 27(2), 287–308.
Grunert, K. G., & Grunert, S. C. (1995). Measuring subjective meaning structures by the laddering method: Theoretical considerations and methodological problems. International Journal of Research in Marketing, 12(3), 209–225.
Gutman, J. (1982). A means-end chain model based on consumer categorization processes. The Journal of Marketing, 46, 60–72.
Gutman, J. (1997). Means-end chains as goal hierarchies. Psychology & Marketing, 14(6), 545–560.
Hansson, H., & Lagerkvist, C. J. (2015). Identifying use and non-use values of animal welfare: Evidence from Swedish dairy agriculture. Food Policy, 50(1), 35–42.
Horlings, L. (2015). The inner dimension of sustainability: Personal and cultural values. Current Opinion in Environmental Sustainability, 14, 163–169.
Ilbery, B. W. (1978). Agricultural decision-making a behavioural perspective. Progress in Human Geography, 2(3), 448–466.
Jonas, M. S., & Beckmann, S. C. (1998). Functional foods: Consumer perceptions in Denmark and England. In Working Paper No. 55. Aarhus: MAPP Center.
Kersting, S., & Wollni, M. (2012). New institutional arrangements and standard adoption: Evidence from small-scale fruit and vegetable farmers in Thailand. Food Policy, 37(4), 452–462.
Kleemann, L., Abdulai, A., & Buss, M. (2014). Certification and access to export markets: Adoption and return on investment of organic-certified pineapple farming in Ghana. World Development, 64, 79–92.
Kleinwechter, U., & Grethe, H. (2006). The adoption of the Eurepgap standard by mango exporters in Piura, Peru. In Paper presented at the International Association of Agricultural Economists Conference, Gold Coast, Australia, August 12–18, 2006.
Knowler, D., & Bradshaw, B. (2007). Farmers’ adoption of conservation agriculture: A review and synthesis of recent research. Food Policy, 32(1), 25–48.
Lagerkvist, C. J., Hansson, H., Hess, S., & Hoffman, R. (2011). Provision of farm animal welfare: Integrating productivity and non-use values. Applied Economic Perspectives and Policy, 33(4), 484–509.
Lagerkvist, C. J., Ngigi, M., Okello, J. J., & Karanja, N. (2012). Means-end chain approach to understanding farmers’ motivations for pesticide use in leafy vegetables: The case of kale in peri-urban Nairobi, Kenya. Crop Protection, 39, 72–80.
Lee, J., Gereffi, G., & Beauvais, J. (2012). Global value chains and agrifood standards: Challenges and possibilities for smallholders in developing countries. In Proceedings of the National Academy of Sciences 2012 (Vol. 109, pp. 12326–12331).
Lemeilleur, S. (2013). Smallholder compliance with private standard certification: The case of GlobalGAP adoption by mango producers in Peru. International Food and Agribusiness Management Review, 16(4), 159–180.
Leppard, P., Russell, C. G., & Cox, D. N. (2004). Improving means-end-chain studies by using a ranking method to construct hierarchical value maps. Food Quality and Preference, 15(5), 489–497.
Lombardi, A., Migliore, G., Verneau, F., Schifani, G., & Cembalo, L. (2015). Are “good guys” more likely to participate in local agriculture? Food Quality and Preference, 45, 158–165.
Lopez-Mosquera, N., & Sanchez, M. (2012). The role of satisfaction and emotional response in the choice mechanisms of suburban natural-areas users. Environmental Management, 49(1), 174–191.
Migliore, G., Caracciolo, F., Lombardi, A., Schifani, G., & Cembalo, L. (2014). Farmers’ participation in civic agriculture: The effect of social embeddedness. Culture, Agriculture, Food and Environment, 36(2), 105–117.
Moser, R., Raffaelli, R., & Thilmany-McFadden, D. (2011). Consumer preferences for fruit and vegetables with credence-based attributes: A review. International Food and Agribusiness Management Review, 14(2), 121–142.
Nielsen. (2013). 50 % of global consumers surveyed willing to pay more for goods, services from socially responsible companies, up from 2011. http://www.nielsen.com/us/en/press-room/2013/nielsen-50-percent-of-global-consumers-surveyed-willing-to-pay-more-fo.html.
Ochieng, B. O., Hughey, K. F. D., & Bigsby, H. (2013). Rainforest Alliance Certification of Kenyan tea farms: A contribution to sustainability or tokenism? Journal of Cleaner Production, 39, 285–293.
Okello, J. J., Largerkvist, C. J., Ngigi, M. W., & Karanja, N. (2013). Means-end chain analysis explains soil fertility management decisions by peri-urban vegetable growers in Kenya. International Journal of Agricultural Sustainability, 12(2), 183–199.
Pannell, D. J., Marshall, G. R., Barr, N., Curtis, A., Vanclay, F., & Wilkinson, R. (2006). Understanding and promoting adoption of conservation practices by rural landholders. Australian Journal of Experimental Agriculture, 46(11), 1407–1424.
Pieters, R., Baumgartner, H., & Allen, D. (1995). A means-end chain approach to consumer goal structures. International Journal of Research in Marketing, 12(3), 227–244.
Prokopy, L. S., Floress, K., Klotthor-Weinkauf, D., & Baumgart-Getz, A. (2008). Determinants of agricultural best management practice adoption: Evidence from the literature. Journal of Soil and Water Conservation, 63(3), 300–311.
Reynolds, T. J., & Gutman, J. (1988). Laddering theory, method, analysis, and interpretation. Journal of Advertising Research, 28(1), 11–31.
Schoon, B., & Te Grotenhuis, R. (2000). Values of farmers, sustainability and agricultural policy. Journal of Agricultural and Environmental Ethics, 12(1), 17–27.
Souza Monteiro, D. M., & Caswell, J. A. (2009). Traceability adoption at the farm level: An empirical analysis of the Portuguese pear industry. Food Policy, 34(1), 94–101.
Subervie, J., & Vagneron, I. (2013). A drop of water in the Indian Ocean? The impact of GlobalGap certification on lychee farmers in Madagascar. World Development, 50, 57–73.
Tey, Y. S., & Brindal, M. (2012). Factors influencing the adoption of precision agricultural technologies: A review for policy implications. Precision Agriculture, 13(6), 713–730.
Tey, Y. S., Li, E., Bruwer, J., Amin Mahir, A., Brindal, M., Alias, R., et al. (2014). Factors influencing the adoption of sustainable agricultural practices in developing countries: A review. Environmental Engineering and Management Journal (in press).
Wilkening, E. A. (1950). A sociopsychological approach to the study of the acceptance of innovations in farming. Rural Sociology, 15, 352–364.
Zanoli, R., & Naspetti, S. (2002). Consumer motivations in the purchase of organic food: A means-end approach. British Food Journal, 104(8), 643–653.
Zoss, M., & Pletziger, S. (2007). Linking African vegetable smallholders to high value markets: Potentials and constraints in smallholders’ integration into GLOBALGAP-certified and/or domestic African high-value supply-chains. In Paper presented at the conference on international agricultural research for development Witzenhausen, Germany, October 9–11.
This work is supported by Universiti Putra Malaysia’s Putra Grant (vot 9420000).
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Tey, Y.S., Arsil, P., Brindal, M. et al. A Means-End Chain Approach to Explaining the Adoption of Good Agricultural Practices Certification Schemes: The Case of Malaysian Vegetable Farmers. J Agric Environ Ethics 28, 977–990 (2015). https://doi.org/10.1007/s10806-015-9572-9
- Good agricultural practices
- Certification scheme
- Vegetable farmers
- Personal values
- Means-end chain