AHP choice in cocoa post-harvest technology for small-scale farmers
Abstract
Ensuring that the post-harvest process yields good quality cocoa is a relevant research question. However, the literature currently lacks detailed studies of producers’ criteria for post-harvest technology selection. There is therefore a need for research that examines technology choice based on several criteria. This is the aim of our paper. We defined a cocoa post-harvest technology selection model to assist small producers in Ecuador. To do so, we employed the Analytical Hierarchy Process (AHP) to assess the following criteria: quality, processing cost and technology adoption capability. By considering only quality, we first performed a preliminary assessment of nine post-harvest technologies yielded by all possible combinations of fermentation and drying methods. Under the criterion “quality”, results show that no post-harvest technology is preferable to another. This implies that quality differences between producers do not derive from technology choice but rather from the rigour with which producers perform fermentation and drying processes. After adding the criteria “processing cost” and “technology adoption capability”, we performed the analysis again. This multi-criteria approach offered a better way to approximate small farmers’ real needs when selecting technology for cocoa post-harvest. Although quality was the highest-valued criterion, high scores attributed to some technologies in the other two criteria offset scores for quality. Thus, processing cost and technology adoption also emerged as relevant factors for small holders.
Downloads
References
Abdulai A, Owusu V, Bakang J, 2011. Adoption of safer irrigation technologies and cropping patterns: evidence from Southern Ghana. Ecol Econ 70: 1415-1423. http://dx.doi.org/10.1016/j.ecolecon.2011.03.004
Alarcón S, 2011. The trade credit in the Spanish agro-food industry. Mediterr J Econ Agric Environ 10: 51-57.
Amores F, 2009. Entorno ambiental, genética, atributos de calidad y singularización del cacao en el nororiente de la provincia de Esmeraldas. INIAP, Quevedo, Ecuador.
Anecacao, 2013. Statistics. Anecacao, Guayaquil, Ecuador.
Aznar Bellver J, Caballer Mellado V, 2005. An application of the analytic hierarchy process method in farmland appraisal. Span J Agric Res 3(1): 17-24. http://dx.doi.org/10.5424/sjar/2005031-120
Aznar J, Estruch V, 2007. Valoración de activos ambientales mediante métodos multicriterio. Aplicación a la valoración del Parque Natural del Alto Tajo. Econ Agrar Recur Nat 7(13): 107-126.
Braudeau J, 1991. Le Cacaoyer. G.-P. Maisonneuve & Larose, Paris, France.
Camu N, De Winter T, Verbrugghe K, Cleenwerck I, Vandamme P, Takrama JS, Vancanneyt M, De Vuyst L, 2007. Dynamics and biodiversity of populations of lactic acid bacteria and acetic acid bacteria involved in spontaneous heap fermentation of cocoa beans in Ghana. Appl Environ Microbiol 73: 1809-1824. http://dx.doi.org/10.1128/AEM.02189-06
Castro-Tanzi S, Dietsch T, Urena N, Vindas L, Chandler M, 2012. Analysis of management and site factors to improve the sustainability of smallholder coffee production in Tarrazú, Costa Rica. Agric Ecosyst Environ 155: 172-181. http://dx.doi.org/10.1016/j.agee.2012.04.013
Central Bank of Ecuador, 2012. Economic statistics. Central Bank of Ecuador, Quito, Ecuador.
Chavez MD, Berentsen PBM, Oude Lansink, AGJM, 2012. Assessment of criteria and farming activities for tobacco diversification using the analytical hierarchical process (AHP) technique. Agric Syst 111: 53-62. http://dx.doi.org/10.1016/j.agsy.2012.05.006
Cheng EWL, Li H, 2001. Analytic hierarchy process: an approach to determine measures for business performance. Meas Bus Excell 5: 30-37. http://dx.doi.org/10.1108/EUM0000000005864
Cros E, Jeanjean N, 1995. Qualité du cacao. Influence de la fermentation et du séchage. Plant Rech Dev 2: 25-27.
Garcia-Armisen T, Papalexandratou Z, Hendryckx H, Camu N, Vrancken G, De Vuyst L, Cornelis P, 2010. Diversity of the total bacterial community associated with Ghanaian and Brazilian cocoa bean fermentation samples as revealed by a16 S rRNA gene clone library. Appl Microbiol Biotechnol 87: 2281-2292. http://dx.doi.org/10.1007/s00253-010-2698-9
Gatignon H, Robertson TS, 1991. Innovative decision processes. In: Handbook of consumer behavior (Robertson TS, Kassarjian HH, eds). Prentice-Hall, Englewood Cliffs, NJ (USA), pp: 316-348.
Golden BL, Wang Q, 1989. An alternative measure of consistency. In: The analytic hierarchy process: applications and studies (Golden BL, Wasil EA, Harker PT, eds). Springer-Verlag, Berlin-Heidelberg (Germany), pp: 68-81. http://dx.doi.org/10.1007/978-3-642-50244-6_5
INEN, 2006. Cacao en grano. Norma Técnica NTE 176. 1. Instituto Ecuatoriano De Normalización [Ecuadorian Standardisation Institute], Quito, Ecuador.
Jinap S, Thien J, Yap TN, 1994. Effect of drying on acidity and volatile fatty acids content of cocoa beans. J Sci Food Agric 65: 67-75. http://dx.doi.org/10.1002/jsfa.2740650111
Karami E, 2006. Appropriateness of farmers' adoption of irrigation methods: The application of the AHP model. Agric Syst 87: 101-119. http://dx.doi.org/10.1016/j.agsy.2005.01.001
Kim TW, Kim CW, Kang YS, 2010. A priority of regional agricultural policy using the analytic hierarchy process in Changnyeong. J Korean Soc Int Agric 22: 8-14.
Lee D, 2005. Agricultural sustainability and technology adoption: issues and policies for developing countries. Am J Agric Econ 87: 1325-1334. http://dx.doi.org/10.1111/j.1467-8276.2005.00826.x
Lindner RK, 1987. Adoption and diffusion of technology: an overview. In: Technological change in postharvest handling and transportation of grains in the humid tropics. ACIAR Proc. No. 19 (Champ BR, Highley E, Remenyi JV, eds). Aust Cent Int Agr Res, Canberra (Australia), pp: 144-151.
Mariano MJ, Villano R, Fleming E, 2012. Factors influencing farmers' adoption of modern rice technologies and good management practices in the Philippines. Agric Syst 110: 41-53. http://dx.doi.org/10.1016/j.agsy.2012.03.010
Mossu G, 1992. Drying in cocoa. The tropical agriculturist. McMiller Press, London, UK.
Nielsen DS, Teniola OD, Ban-Koffi L, Owusu M, Andersson T, Holzapfel WH, 2007. The microbiology of Ghanaian cocoa fermentations analysed using culture-dependent and culture-independent methods. Int J Food Microbiol 114: 168-186. http://dx.doi.org/10.1016/j.ijfoodmicro.2006.09.010
Ning H, Shao F, Sun X, Shan J, 2011. AHP-based evaluation on plant landscape of Huagangguanyu Park in Hangzhou. Hortic Sci 23: 717-724.
Oracz J, Nebesny E, 2014. Influence of roasting conditions on the biogenic amine content in cocoa beans of different Theobroma cacao cultivars. Food Res Int 55: 1-10. http://dx.doi.org/10.1016/j.foodres.2013.10.032
Papalexandratou Z, Camu N, Falony G, De Vuyst L, 2011a. Comparison of the bacterial species diversity of spontaneous cocoa bean fermentations carried out at selected farms in Ivory Coast and Brazil. Food Microbiol 28: 964-973. http://dx.doi.org/10.1016/j.fm.2011.01.010
Papalexandratou Z, Falony G, Romanens E, Jiménez JC, Amores F, Daniel H, De Vuyst L, 2011b. Species diversity, community dynamics, and metabolite kinetics of the microbiota associated with traditional Ecuadorian spontaneous cocoa bean fermentations. Appl Environ Microbiol 77: 7698-7714. http://dx.doi.org/10.1128/AEM.05523-11
Papalexandratou Z, Lefeber T, Bahrim B, Lee OS, Daniel HM, De Vuyst L, 2013. Hanseniaspora opuntiae, Saccharomyces cerevisiae, Lactobacillus fermentum, and Acetobacter pasteurianus predominate during well-performed Malaysian cocoa bean box fermentations, underlining the importance of these microbial species for a successful cocoa bean fermentation process. Food Microbiol 35: 73-85. http://dx.doi.org/10.1016/j.fm.2013.02.015
Roco L, Engler A, Jara-Rojas R, 2012. Factores que influyen en la adopción de tecnologías de conservación de suelos en el secano interior de Chile Central. Rev FCA UNCUYO 44: 31-45.
Roig-Tierno N, Baviera-Puig A, Buitrago-Vera J, Mas-Verdú F, 2013. The retail site location decision process using GIS and the analytical hierarchy process. Appl Geogr 40: 191-198. http://dx.doi.org/10.1016/j.apgeog.2013.03.005
Saaty TL, 1980. Analytical hierarchy process planning, priority setting, resource allocation. Mc Graw-Hill, NY, USA.
Saaty TL, 1986. Axiomatic foundation of the analytic hierarchy process. Manag Sci 32: 841-855. http://dx.doi.org/10.1287/mnsc.32.7.841
Saaty TL, 1988. Decision-making for leaders, the analytical hierarchy process for decision in a complex world. University of Pittsburgh, Pittsburgh, PA, USA.
Saaty TL, 1990. An exposition of the AHP in reply to the Paper "Remarks on the Analytic Hierarchy Process". Manag Sci 36: 259-268. http://dx.doi.org/10.1287/mnsc.36.3.259
Saaty TL, 2000. Fundamentals of decision making and priority theory with the analytic hierarchy process. RWS Publ., Pittsburgh, PA, USA.
Saaty TL, 2008. Decision making with the analytic hierarchy process. Int J Serv Sci 1: 83-98.
Saaty TL, Vargas LG, 1987. Stimulus-response with reciprocal kernels: The rise and fall of sensation. J Mat Psychol 31: 83-92. http://dx.doi.org/10.1016/0022-2496(87)90037-X
Shrestha R, Alavalapati J, Kalmbacher R, 2004. Exploring the potential for silvopasture adoption in south-central Florida: An application of SWOT-AHP method. Agric Syst 81: 185-199. http://dx.doi.org/10.1016/j.agsy.2003.09.004
Sidibé A, 2005. Farm-level adoption of soil and water conservation techniques in northern Burkina Faso. Agric Water Manag 71: 211-224. http://dx.doi.org/10.1016/j.agwat.2004.09.002
Stokes JR, Tozer PR, 2002. Sire selection with multiple objectives. Agric Syst 73: 147-164. http://dx.doi.org/10.1016/S0308-521X(01)00079-8
Tayfun C, Mevlut U, 2013. Evaluation of reallocation criteria in land consolidation studies using the analytic hierarchy process (AHP). Land Use Policy 30: 541-548. http://dx.doi.org/10.1016/j.landusepol.2012.04.023
Wedley WC, Schoner B, Tang TS, 1993. Starting rules for incomplete comparisons in the analytic hierarchy process. Mat Comp Model 17: 93-100. http://dx.doi.org/10.1016/0895-7177(93)90178-2
Wood G, Lass R, 2001. Cocoa. John Wiley & Sons, Chichester, UK. http://dx.doi.org/10.1002/9780470698983
Xu S, 1988. Application of AHP to the determination of the quality class of city ecological environment. Proc Int Symp on the Analytic Hierarchy Process, Tianjin University (Tianjin), China, Sept 6-9.
Zhang Y, Zhang W, Dai S, Ji Y, He J, 2011. AHP-based screening of traditional potted chrysanthemum for industrialized production. Sci Agric Sin 44: 4438-4446.
© CSIC. Manuscripts published in both the print and online versions of this journal are the property of the Consejo Superior de Investigaciones Científicas, and quoting this source is a requirement for any partial or full reproduction.
All contents of this electronic edition, except where otherwise noted, are distributed under a Creative Commons Attribution 4.0 International (CC BY 4.0) licence. You may read the basic information and the legal text of the licence. The indication of the CC BY 4.0 licence must be expressly stated in this way when necessary.
Self-archiving in repositories, personal webpages or similar, of any version other than the final version of the work produced by the publisher, is not allowed.