Abstract
Decisions related to animal welfare (AW) standards depend on farmer’s multiple goals and values and are constrained by a wide range of external and internal forces. The aim of this paper is twofold, i.e., (1) to develop a theoretical framework for farmers’ AW decisions that incorporates farmers’ goals, use and non-use values and (2) to present an approach to empirically implement the theoretical framework. The farmer as a head of the farm household makes choices regarding production to maximize the utility of the household. The overall utility of the farmer is determined by his multiple objectives. For the analysis of multi-objective problems, the multiple criteria decision-making paradigm provides an appropriate theoretical framework. However, theories from the field of social-psychology are needed to facilitate the identification of all relevant aspects in the decision making (i.e., factors that explain behavior). The practical use of the conceptual framework is demonstrated using a simple numerical application of a multi-objective programming model. Two workshops were devoted to examining the scientific consistency and the practical usefulness of the approach. Implementing this approach will increase knowledge of the main factors and barriers that determine farmers’ decisions with regard to AW standards. This knowledge is relevant during the development of new AW concepts that aims to supply products that comply with above-legal AW standards for middle-market segments.
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Notes
Above-legal AW standards exceed the minimum national legislative standards with regard to keeping of farm animals.
Volwaard is an innovative production system for broilers providing higher AW than intensive systems. The Rondeel and Scharrel concepts are designed for laying hens and exceed legal AW standards. The Better Life hallmark (in Dutch: Beter Leven kenmerk) initiated by the Dutch Society for the Protection of Animals (Dierenbescherming) is intended to stimulate farmers to improve on-farm animal welfare by enabling a transparent differentiation among animal products in terms of AW.
References
Ács, S. (2006). Bio-economic modelling of conversion from conventional to organic farming. Ph.D. thesis, Wageningen University, The Netherlands.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.
Ajzen, I., & Fishbein, M. (1980). Understanding attitudes and predicting social behavior. Englewood Cliffs, NJ: Prentice-Hall.
Ajzen, I., & Fishbein, M. (2000). Attitudes and the attitude-behavior relation: Reasoned and automatic processes. European Review of Social Psychology, 11(1), 1–33. doi:10.1080/14792779943000116.
Ajzen, I., & Fishbein, M. (2005). The influence of attitudes on behavior. In D. Albarracín, B. T. Johnson, & M. P. Zanna (Eds.), The handbook of attitudes. Mahwah, NJ: Lawrence Erlbaum Associates.
Ajzen, I., & Fishbein, M. (2008). Scaling and testing multiplicative combinations in the expectancy-value model of attitudes. Journal of Applied Social Psychology, 38(9), 2222–2247.
Anonymous 2. (2004). Houden van Hennen. http://www.duurzameveehouderij.wur.nl/UK/. Accessed 20-09-2011.
Anonymous 4. (2004). Welfare quality: Science and society improving animal welfare in the food quality chain. www.welfarequality.net. Accessed 21-09-2011.
Anonymous 1. (2008). EconWelfare, good animal welfare in a socio-economic context: Project to promote insight on the impact for the animal, the production chain and European society of upgrading animal welfare standards.
Anonymous 3. (2010). Varkansen. http://www.duurzameveehouderij.wur.nl/UK/. Accessed 20-09-2011.
Appleby, M. C. (2003). The European ban on conventional cages for laying hens: History and prospects. Journal of Applied Animal Welfare Science, 6(2), 103–121.
Aramyan, L., Ondersteijn, C., Kooten, O., Oude Lansink, A., Wijnands, J. O., & Huirne, R. (2006). Performance indicators in agri-food production chains. In C. J. M. Ondersteijn, J. H. M. Wijnands, R. B. M. Huirne, & O. Van Kooten (Eds.), Quantifying the agri-food supply chain (pp. 49–66). The Netherlands: Springer.
Austin, E. J., Deary, I. J., Edwards-Jones, G., & Arey, D. (2005). Attitudes to farm animal welfare. Journal of Individual Differences, 26(3), 107–120. doi:10.1027/1614-0001.26.3.107.
Austin, E. J., Deary, I. J., Gibson, G. J., McGregor, M. J., & Dent, J. B. (1996). Attitudes and values of Scottish farmers: “Yeoman” and “entrepreneur” as factors, not distinct types. Rural Sociology, 61(3), 464–474.
Beedell, J. D. C., & Rehman, T. (1999). Explaining farmers’ conservation behaviour: Why do farmers behave the way they do? Journal of Environmental Management, 57(3), 165–176.
Bennett, R. M. (1996). People’s willingness to pay for farm animal welfare. Animal Welfare, 5(1), 3–11.
Bergevoet, R. H. M. (2005). Entrepreneurship of Dutch dairy farmers. Ph.D. thesis, Wageningen University, The Netherlands.
Bergevoet, R. H. M., Ondersteijn, C. J. M., Saatkamp, H. W., van Woerkum, C. M. J., & Huirne, R. B. M. (2004). Entrepreneurial behaviour of Dutch dairy farmers under a milk quota system: Goals, objectives and attitudes. Agricultural Systems, 80(1), 1–21. doi:10.1016/j.agsy.2003.05.001.
Bonafos, L., Simonin, D., & Gavinelli, A. (2010). Animal welfare: European legislation and future perspectives. Journal of Veterinary Medical Education, 37(1), 26–29.
Bracke, M. B. M., Greef, K. H. D., & Hopster, H. (2005). Qualitative stakeholder analysis for the development of sustainable monitoring systems for farm animal welfare. Journal of Agricultural and Environmental Ethics, 18(1), 27–56. doi:10.1007/s10806-004-3085-2.
Capon, C. (2008). Understanding strategic management. London: Pearson Education Limited.
Clemen, R. T., & Reilly, T. (2001). Making hard decisions with decision tools. Pacific Grove, CA: Duxbury.
Darnhofer, I., Schneeberger, W., & Freyer, B. (2005). Converting or not converting to organic farming in Austria: Farmer types and their rationale. Agriculture and Human Values, 22(1), 39–52. doi:10.1007/s10460-004-7229-9.
David, F. R. (2001). Strategic management: Concepts (8th ed.). Englewood Cliffs, NJ: Prentice Hall, Inc.
de Boer, I. J. M., & Cornelissen, A. M. G. (2002). A method using Sustainability indicators to compare conventional and animal-friendly egg production systems. Poultry Science, 81(2), 173–181.
De Buck, A. J., Van Rijn, I., Röling, N. G., & Wossink, G. A. A. (2001). Farmers’ reasons for changing or not changing to more sustainable practices: An exploratory study of arable farming in the Netherlands. The Journal of Agricultural Education and Extension, 7(3), 153–166.
De Koeijer, T. J., Renkema, J. A., & Vanmensvoort, J. J. M. (1995). Environmental-economic analysis of mixed crop-livestock farming. Agricultural Systems, 48(4), 515–530.
De Lauwere, C. C. (2005). The role of agricultural entrepreneurship in Dutch agriculture of today. Agricultural Economics, 33(2), 229–238.
De Wit, B., & Meyer, R. (2004). Strategy: Process, content, context (3rd ed.). Stamford, CT: Thomson Learning.
Den Ouden, M., Huirne, R. B. M., Dijkhuizen, A. A., & VanBeek, P. (1997). Economic optimization of pork production-marketing chains 2. Modelling outcome. Livestock Production Science, 48(1), 39–50.
Dyer, J. S., Fishburn, P. C., Steuer, R. E., Wallenius, J., & Zionts, S. (1992). Multiple criteria decision making, multiattribute utility theory: The next ten years. Management Science, 38(5), 645–654.
Eagly, A. H., & Chaiken, S. (1993). The psychology of attitudes. Fort Worth, TX: Harcourt Brace Jovanovich, Inc.
Edwards-Jones, G., Deary, I., & Willock, J. (1998). Incorporating psychological variables in models of farmer behaviour: Does it make for better predictions? Etud. Rech. Syst. Agraires Dév., 31, 153–173.
European_Commission. (2007). Attitudes of EU citizens towards animal welfare.
Farmar-Bowers, Q., & Lane, R. (2009). Understanding farmers’ strategic decision-making processes and the implications for biodiversity conservation policy. Journal of Environmental Management, 90(2), 1135–1144. doi:10.1016/j.jenvman.2008.05.002.
Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention, and behavior: An introduction to theory and research. Reading, MA: Addison-Wesley.
Fishbein, M., Triandis, H. C., Kanfer, F. H., Becker, M., Middlestadt, S. E., & Eichler, A. (2001). Factors influencing behavior and behavior change. In A. Baum, T. A. Revenson, & J. E. Singer (Eds.), Handbook of health psychology. Mahwah, NJ: Lawrence Erlbaum Associates.
Fredrickson, J. W. (1984). The comprehensiveness of strategic decision processes: Extension, observations, future directions. The Academy of Management Journal, 27(3), 445–466.
Garner, M. G., & Hamilton, S. A. (2011). Principles of epidemiological modelling. Revue Scientifique Et Technique-Office International Des Epizooties, 30(2), 407–416.
Gasson, R. (1973). Goals and values of farmers. Journal of Agricultural Economics, 24(3), 521–542.
Ghadim, A. K. A., & Pannell, D. J. (1999). A conceptual framework of adoption of an agricultural innovation. Agricultural Economics, 21(2), 145–154.
Gorsuch, R. L., & Ortberg, J. (1983). Moral obligation and attitudes—their relation to behavioral intentions. Journal of Personality and Social Psychology, 44(5), 1025–1028.
Green, P. E., & Srinivasan, V. (1978). Conjoint analysis in consumer research: Issues and outlook. Journal of Consumer Research, 5(2), 103–123.
Gustafsson, A., Herrmann, A., & Huber, F. (2000). Conjoint analysis as an instrument of market research practice. In A. Gustafsson, A. Herrmann, & F. Huber (Eds.), Conjoint measurement: Methods and applications (pp. 5–45). Berlin: Springer.
Hall, B. H., & Khan, B. (2003). Adoption of new technology. Working paper no. E03-330. Department of Economics, UC Berkeley.
Hardaker, J. B., Huirne, R. B. M., Anderson, J. R., & Lien, G. (2004). Coping with risk in agriculture (2nd ed.). Wallingford: CABI.
Harland, P., Staats, H., & Wilke, H. A. M. (1999). Explaining proenvironmental intention and behavior by personal norms and the theory of planned behavior. Journal of Applied Social Psychology, 29(12), 2505–2528.
Harper, G. C., & Makatouni, A. (2002). Consumer perception of organic food production and farm animal welfare. British Food Journal, 104(3/4/5), 287–299.
Hubbard, C., Bourlakis, M., & Garrod, G. (2007). Pig in the middle: Farmers and the delivery of farm animal welfare standards. British Food Journal, 109(11), 919–930. doi:10.1108/00070700710835723.
Hudson, D. (2010). Discussion: The economics of animal welfare. Journal of Agricultural and Applied Economics, 42(3), 453–455.
Kim, G., Kim, A., & Sohn, S. (2009). Conjoint analysis for luxury brand outlet malls in Korea with consideration of customer lifetime value. Expert Systems with Applications, 36(1), 922–932. doi:10.1016/j.eswa.2007.10.004.
Kjærnes, U., Bock, B. B., Higgin, M., & Roex, J. (2009). Farm animal welfare within the supply chain, regulation, agriculture and geography. Welfare quality reports no. 8.
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. doi:10.1093/Aepp/Ppr037.
Lagerkvist, C. J., & Hess, S. (2011). A meta-analysis of consumer willingness to pay for farm animal welfare. European Review of Agricultural Economics, 38(1), 55–78. doi:10.1093/Erae/Jbq043.
Law, A. M. (2005). How to build valid and credible simulation models. In M. Kuhl, F. A. Steiger, & J. Joines (Eds.), Winter simulation conference 2005, Orlando, FL (pp. 24–32).
Law, A. M., & Kelton, W. D. (1991). Simulation modeling and analysis (2nd ed.). New York: McGrew-Hill Inc.
Lien, G. (2003). Assisting whole-farm decision-making through stochastic budgeting. Agricultural Systems, 76(2), 399–413.
Lohrke, F. T., Holloway, B. B., & Woolley, T. W. (2009). Conjoint analysis in entrepreneurship research: A review and research agenda. Organizational Research Methods, 13(1), 16–30. doi:10.1177/1094428109341992.
Louviere, J. J., Hensher, D. A., Swait, J. D., & Adamowicz, W. L. (2000). Stated choice methods: Analysis and application. Cambridge: Cambridge University Press.
Manstead, A. S. R. (2000). The role of moral norm in the attitude-behavior relation. In D. J. Terry & M. A. Hogg (Eds.), Attitudes, behavior, and social context: The role of norms and group membership (pp. 11–30). USA: Lawrence Erlbaum Associates, Inc.
Meuwissen, M. P. M., & Van Der Lans, I. A. (2005). Trade-offs between consumer concerns: An application for pork supply chains. Food Economics—Acta Agriculturae Scandinavica, Section C, 2(1), 27–34. doi:10.1080/16507540510033442.
Mintzberg, H., Raisinghani, D., & Theoret, A. (1976). The structure of unstructured decision-processes. Administrative Science Quarterly, 21(2), 246–275.
Mollenhorst, H., Rodenburg, T. B., Bokkers, E. A. M., Koene, P., & de Boer, I. J. M. (2005). On-farm assessment of laying hen welfare: A comparison of one environment-based and two animal-based methods. Applied Animal Behaviour Science, 90(3–4), 277–291. doi:10.1016/j.applanim.2004.08.011.
Nocella, G., Hubbard, L., & Scarpa, R. (2010). Farm animal welfare, consumer willingness to pay, and trust: Results of a cross-national survey. Applied Economic Perspectives and Policy, 32(2), 275–297. doi:10.1093/aepp/ppp009.
Nuthall, P. L. (2010). Farm business management—the human factor. Wallingford, Oxfordshire: CAB International.
Ohlmer, B., Olson, K., & Brehmer, B. (1998). Understanding farmers’ decision making processes and improving managerial assistance. Agricultural Economics, 18(3), 273–290.
Olsen, J. V., & Lund, M. (2011). The impact of socio-economic factors and incentives on farmers’ investment behaviour. Food Economics—Acta Agriculturae Scandinavica, Section C, 8(3), 173–185. doi:10.1080/16507541.2011.642501.
Oude Lansink, A. G. J. M., Verstegen, J. A. A. M., & Van den Hengel, J. J. (2001). Investment decision making in Dutch greenhouse horticulture. Netherlands Journal of Agricultural Science, 49(4), 357–368.
Padel, S. (2001). Conversion to organic farming: A typical example of the diffusion of an innovation? Sociologia Ruralis, 41(1), 40–61.
Pannell, D. J. (2003). Uncertainty and adoption of sustainable farming systems. In B. A. Babcock, R. W. Fraser, & J. N. Lekakis (Eds.), Risk management and the environment: Agriculture in perspective (pp. 67–81). Dordrecht: Kluwer.
Pietola, K. S., & Oude Lansink, A. (2001). Farmer response to policies promoting organic farming technologies in Finland. European Review of Agricultural Economics, 28(1), 1–15.
Qiu, Z. (2005). Using multi-criteria decision models to assess the economic and environmental impacts of farming decisions in an agricultural watershed. Review of Agricultural Economics, 27(2), 229–244. doi:10.1111/j.1467-9353.2005.00223.x.
Rehman, T., & Romero, C. (1993). The application of the MCDM paradigm to the management of agricultural systems—some basic considerations. Agricultural Systems, 41(3), 239–255.
Romero, C., Amador, F., & Barco, A. (1987). Multiple objectives in agricultural planning: A compromise programming application. American Journal of Agricultural Economics, 69(1), 78–86.
Ryan, M., & Farrar, S. (2000). Using conjoint analysis to elicit preferences for health care. BMJ, 320(7248), 1530–1533. doi:10.1136/bmj.320.7248.1530.
Sargent, R. (2007). Verification and validation of simulation models. In S. G. Henderson, B. Biller, M. H. Hsieh, J. Shortle, J. D. Tew, & R. A. Barton (Eds.), Winter simulation conference 2007, Washington DC, (pp. 124–137).
Schoon, B., & Te Grotenhuis, R. (2000). Values of farmers, sustainability and agricultural policy. Journal of Agricultural and Environmental Ethics, 12(1), 17–27.
Schwartz, S. H. (1968). Words, deeds, and the perception of consequences and responsibility in action situations. Journal of Personality and Social Psychology, 10(3), 232–242.
Schwartz, S. H. (1977). Normative influences on altruism. In L. Berkowitz (Ed.), Advances in experimental social psychology (Vol. 10, pp. 221–279). New York: Academic.
Sørensen, J. T., Sandøe, P., & Halberg, N. (2001). Animal welfare as one among several values to be considered at farm level: The idea of an ethical account for livestock farming. Acta Agriculturae Scandinavica Section A—Animal Science, 51, 11–16.
Stott, A., Milne, C., Goddard, P., & Waterhouse, A. (2005). Projected effect of alternative management strategies on profit and animal welfare in extensive sheep production systems in Great Britain. Livestock Production Science, 97(2–3), 161–171. doi:10.1016/j.livprodsci.2005.04.002.
Tauson, R. (2005). Management and housing systems for layers—effects on welfare and production. Worlds Poultry Science Journal, 61(3), 477–490. doi:10.1079/Wps200569.
Vanhonacker, F., Verbeke, W., Van Poucke, E., & Tuyttens, F. A. M. (2007). Segmentation based on consumers’ perceived importance and attitude toward farm animal welfare. International Journal of Sociology of Agriculture and Food, 15(3), 91–107.
Varian, H. R. (2010). Intermediate microeconomics (8th ed.). London: W.W. Norton Company.
Verhoog, H., Lund, V., & Alrøe, H. F. (2004). Animal welfare, ethics and organic farming. In M. Vaarst, S. Roderick, V. Lund, & W. Lockeretz (Eds.), Animal health and welfare in organic agriculture. London: CAB International.
Verspecht, A., Vanhonacker, F., Verbeke, W., Zoons, J., & Van Huylenbroeck, G. (2011). Economic impact of decreasing stocking densities in broiler production in Belgium. Poultry Science, 90(8), 1844–1851. doi:10.3382/ps.2010-01277.
Vosough-Ahmadi, B., Stott, A. W., Baxter, E. M., Lawrence, A., & Edwards, S. A. (2011). Animal welfare and economic optimisation of farrowing systems. Animal Welfare, 20(11), 57–67.
Wallace, M. T., & Moss, J. E. (2002). Farmer decision-making with conflicting goals: A recursive strategic programming analysis. Journal of Agricultural Economics, 53(1), 82–100.
Wallenius, J., Dyer, J. S., Fishburn, P. C., Steuer, R. E., Zionts, S., & Deb, K. (2008). Multiple criteria decision making, multiattribute utility theory: Recent accomplishments and what lies ahead. Management Science, 54(7), 1336–1349. doi:10.1287/mnsc.1070.0838.
Weersink, A., Jeffrey, S., & Pannell, D. (2002). Farm-level modeling for bigger issues. Review of Agricultural Economics, 24(1), 123–140.
Willock, J., Deary, I. J., McGregor, M. M., Sutherland, A., Edwards-Jones, G., Morgan, O., et al. (1999). Farmers’ attitudes, objectives, behaviors, and personality traits: The Edinburgh study of decision making on farms. Journal of Vocational Behavior, 54(1), 5–36.
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This study was financially supported by The Netherlands Organisation for Scientific Research (NWO) and the Dutch Ministry of Economic Affairs within the program entitled The Value of Animal Welfare.
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Gocsik, É., Saatkamp, H.W., de Lauwere, C.C. et al. A Conceptual Approach for a Quantitative Economic Analysis of Farmers’ Decision-Making Regarding Animal Welfare. J Agric Environ Ethics 27, 287–308 (2014). https://doi.org/10.1007/s10806-013-9464-9
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DOI: https://doi.org/10.1007/s10806-013-9464-9