How to cite this paper
Rodriguez, J., Kang, T., Frej, E & Almeida, A. (2021). Decision-making in the purchase of equipment in agricultural research laboratories: a multiple-criteria approach under partial information.Decision Science Letters , 10(4), 451-462.
Refrences
Abdulai, I., & Turunen, E. (2021). A paraconsistent many-valued similarity method for multi-attribute decision making. Fuzzy Sets and Systems, 409, 128–152.
Adenle, A. A., Manning, L., & Azadi, H. (2017). Agribusiness innovation: A pathway to sustainable economic growth in Africa. Trends in Food Science & Technology, 59, 88-104.
Aissaoui, N., Haouari, M., & Hassini, E. (2007). Supplier selection and order lot sizing modeling: A review. Computers & Operations Research, 34(12), 3516-3540.
Andersen, M. A. (2015). Public investment in US agricultural R&D and the economic benefits. Food Policy, 51, 38-43.
Belton, V., & Stewart, T. (2002). Multiple criteria decision analysis: an integrated approach. Springer Science & Business Media.
Borodin, V., Bourtembourg, J., Hnaien, F., & Labadie, N. (2016). Handling uncertainty in agricultural supply chain management: A state of the art. European Journal of Operational Research, 254(2), 348-359.
Cai, Y., Golub, A. A., & Hertel, T. W. (2017). Agricultural research spending must increase in light of future uncertainties. Food Policy, 70, 71-83.
Cardín-Pedrosa, M., & Alvarez-López, C. J. (2012). Reprint of: Model for decision-making in agricultural production planning. Computers and Electronics in Agriculture, 86, 131-139.
Carrillo, P. A. A., Roselli, L. R. P., Frej, E. A., & de Almeida, A. T. (2018). Selecting an agricultural technology package based on the flexible and interactive tradeoff method. Annals of Operations Research, 1-16.
Cotes, A. M., Barrero, L. S., Rodríguez, F., Zuluaga, M. V., & Martínez, H. A. (2012). Bioprospección para el desarrollo del sector agropecuario de Colombia (pp. 1–5).
Danielson, M., & Ekenberg, L. (2019). An improvement to swing techniques for elicitation in MCDM methods. Knowledge-Based Systems, 168, 70–79.
de Almeida, A. T., de Almeida, J. A., Costa, A. P. C. S., & de Almeida-Filho, A. T. (2016). A new method for elicitation of criteria weights in additive models: Flexible and interactive tradeoff. European Journal of Operational Research, 250(1), 179-191.
De Almeida, A. T., Cavalcante, C. A. V., Alencar, M. H., Ferreira, R. J. P., de Almeida-Filho, A. T., & Garcez, T. V. (2015). Multicriteria and multiobjective models for risk, reliability and maintenance decision analysis (Vol. 231). Springer International Publishing.
de Almeida, A. T. (2007). Multicriteria decision model for outsourcing contracts selection based on utility function and ELECTRE method. Computers & Operations Research, 34(12), 3569-3574.
Almeida, A. T. (2005). Multicriteria modelling of repair contract based on utility and ELECTRE I method with dependability and service quality criteria. Annals of Operations Research, 138(1), 113-126.
De Boer, L., van der Wegen, L., & Telgen, J. (1998). Outranking methods in support of supplier selection. European Journal of Purchasing & Supply Management, 4(2-3), 109-118.
Dietze, V., Hagemann, N., Jürges, N., Bartke, S., & Fürst, C. (2019). Farmers consideration of soil ecosystem services in agricultural management - A case study from Saxony, Germany. Land Use Policy, 81(April 2018), 813–824.
Dimova, L., Sevastianov, P., & Sevastianov, D. (2006). MCDM in a fuzzy setting: Investment projects assessment application. International Journal of Production Economics, 100(1), 10-29.
Dragincic, J., Korac, N., & Blagojevic, B. (2015). Group multi-criteria decision making (GMCDM) approach for selecting the most suitable table grape variety intended for organic viticulture. Computers and Electronics in Agriculture, 111, 194-202.
Edwards, W., & Barron, F. H. (1994). SMARTS and SMARTER: Improved simple methods for multiattribute utility measurement. Organizational Behavior and Human Decision Processes, 60(3), 306-325.
Elahi, E., Abid, M., Zhang, L., ul Haq, S., & Sahito, J. G. M. (2018). Agricultural advisory and financial services; farm level access, outreach and impact in a mixed cropping district of Punjab, Pakistan. Land Use Policy, 71(December 2017), 249–260.
Eum, Y. S., Park, K. S., & Kim, S. H. (2001). Establishing dominance and potential optimality in multi-criteria analysis with imprecise weight and value. Computers & Operations Research, 28(5), 397-409.
FAO, F. (2017). The future of food and agriculture–Trends and challenges. Annual Report.
Fischer, G. W. (1995). Range sensitivity of attribute weights in multiattribute value models. Organizational Behavior and Human Decision Processes, 62(3), 252-266.
Frej, E. A., de Almeida, A. T., & Costa, A. P. C. S. (2019). Using data visualization for ranking alternatives with partial information and interactive tradeoff elicitation. Operational Research, 19(4), 909–931.
Fishburn, P.C. Noncompensatory preferences. Synthese 33, 393–403 (1976).
Fossile, D. K., Frej, E. A., da Costa, S. E. G., de Lima, E. P., & de Almeida, A. T. (2020). Selecting the most viable renewable energy source for Brazilian ports using the FITradeoff method. Journal of Cleaner Production, 260, 121107.
Fuglie, K. (2018). R&D capital, R&D spillovers, and productivity growth in world agriculture. Applied Economic Perspectives and Policy, 40(3), 421-444.
García, J. L., Alvarado, A., Blanco, J., Jiménez, E., Maldonado, A. A., & Cortés, G. (2014). Multi-attribute evaluation and selection of sites for agricultural product warehouses based on an analytic hierarchy process. Computers and Electronics in Agriculture, 100, 60-69.
Goodridge, W., Bernard, M., Jordan, R., & Rampersad, R. (2017). Intelligent diagnosis of diseases in plants using a hybrid Multi-Criteria decision making technique. Computers and Electronics in Agriculture, 133, 80-87.
Hayashi, K. (2000). Multicriteria analysis for agricultural resource management: a critical survey and future perspectives. European Journal of Operational Research, 122(2), 486-500.
Hayashi, K. (1998). Multicriteria aid for agricultural decisions using preference relations: methodology and application. Agricultural Systems, 58(4), 483-503.
Hurson, C., & Siskos, Y. (2014). A synergy of multicriteria techniques to assess additive value models. European Journal of Operational Research, 238(2), 540-551.
Kaliszewski, I., & Podkopaev, D. (2016). Simple additive weighting—A metamodel for multiple criteria decision analysis methods. Expert Systems with Applications, 54, 155-161.
Kaufmann, L., & Gaeckler, J. (2015). On the relationship between purchasing integration and purchasing decision-making speed. International Journal of Physical Distribution & Logistics Management, 45(3), 214-236.
Keeney, R. L. (1996). Value-focused thinking. Harvard University Press.
Keeney, R. L., Raiffa, H., & Meyer, R. F. (1993). Decisions with multiple objectives: preferences and value trade-offs. Cambridge university press.
Keeney, R. L., & von Winterfeldt, D. (2007). M13 practical value models. Advances in Decision Analysis: From Foundations to Applications. von Winterfeldt, D, 232-252.
Kechagias, E. P., Gayialis, S. P., Konstantakopoulos, G. D., & Papadopoulos, G. A. (2020). An application of a multi-criteria approach for the development of a process reference model for supply chain operations. Sustainability (Switzerland), 12(14), 1–19.
Kim, Y., Kim, H. S., Jeon, H., & Sohn, S. Y. (2008). Economic evaluation model for international standardization of technology. IEEE Transactions on Instrumentation and Measurement, 58(3), 657-665.
Kuehne, G., Nicholson, C., Robertson, M., Llewellyn, R., & McDonald, C. (2012). Engaging project proponents in R&D evaluation using bio-economic and socio-economic tools. Agricultural Systems, 108, 94-103.
Lamprinopoulou, C., Renwick, A., Klerkx, L., Hermans, F., & Roep, D. (2014). Application of an integrated systemic framework for analysing agricultural innovation systems and informing innovation policies: Comparing the Dutch and Scottish agrifood sectors. Agricultural Systems, 129, 40-54.
Lindner, G. J. (2005). Rising to New Challenges in Formulating for Agriculture. In Pesticide Formulations and Delivery Systems: The Continued Evolution of Agrochemicals, 24th Volume. ASTM International.
Macary, F., Dias, J. A., Figueira, J. R., & Roy, B. (2014). A Multiple Criteria Decision Analysis Model Based on E LECTRE T RI-C for Erosion Risk Assessment in Agricultural Areas. Environmental Modeling & Assessment, 19(3), 221-242.
Mendas, A., & Delali, A. (2012). Integration of MultiCriteria Decision Analysis in GIS to develop land suitability for agriculture: Application to durum wheat cultivation in the region of Mleta in Algeria. Computers and Electronics in Agriculture, 83, 117-126.
Rani, P., Mishra, A. R., Saha, A., & Pamucar, D. (2021). Pythagorean fuzzy weighted discrimination‐based approximation approach to the assessment of sustainable bioenergy technologies for agricultural residues. International Journal of Intelligent Systems, 36(6), 2964-2990.
Rodriguez, J. M. M., Kang, T. H. A., Frej, E. A., & de Almeida, A. T. (2018). A Group Decision-Making Model for Supplier Selection: The Case of a Colombian Agricultural Research Company. In F. Dargam, P. Delias, I. Linden, & B. Mareschal (Eds.), Decision Support Systems VIII: Sustainable Data-Driven and Evidence-Based Decision Support (pp. 132–141). Springer International Publishing.
Schmitt, E., Galli, F., Menozzi, D., Maye, D., Touzard, J. M., Marescotti, A., ... & Brunori, G. (2017). Comparing the sustainability of local and global food products in Europe. Journal of Cleaner Production, 165, 346-359.
Silva, A. C. G. C., Fontes, C. H. D. O., & Barbosa, A. S. (2015). Multicriteria evaluation model for organizational performance management applied to the Polo Fruit Exporter of the São Francisco Valley. Computers and electronics in agriculture, 117, 168-176.
Silva, S., Alçada-Almeida, L., & Dias, L. C. (2014). Development of a web-based multi-criteria spatial decision support system for the assessment of environmental sustainability of dairy farms. Computers and Electronics in Agriculture, 108, 46-57.
Sohn, S. Y., Jeon, J., & Han, E. J. (2015). A new cost of ownership model for the acquisition of technology complying with environmental regulations. Journal of Cleaner Production, 100, 269-277.
Soto-Silva, W. E., Nadal-Roig, E., González-Araya, M. C., & Pla-Aragones, L. M. (2016). Operational research models applied to the fresh fruit supply chain. European Journal of Operational Research, 251(2), 345-355.
Tan, K. H., Lim, C. P., Platts, K., & Koay, H. S. (2006). An intelligent decision support system for manufacturing technology investments. International Journal of Production Economics, 104(1), 179-190.
Thornton, P. K., Schuetz, T., Förch, W., Cramer, L., Abreu, D., Vermeulen, S., & Campbell, B. M. (2017). Responding to global change: A theory of change approach to making agricultural research for development outcome-based. Agricultural Systems, 152, 145-153.
Vincke, P. (1992). Multicriteria decision-aid. John Wiley & Sons.
wa Mbũgwa, G., Prager, S. D., & Krall, J. M. (2015). Utilization of spatial decision support systems decision-making in dryland agriculture: A Tifton burclover case study. Computers and Electronics in Agriculture, 118, 215-224.
Weber, M., & Borcherding, K. (1993). Behavioral influences on weight judgments in multiattribute decision making. European Journal of Operational Research, 67(1), 1-12.
Adenle, A. A., Manning, L., & Azadi, H. (2017). Agribusiness innovation: A pathway to sustainable economic growth in Africa. Trends in Food Science & Technology, 59, 88-104.
Aissaoui, N., Haouari, M., & Hassini, E. (2007). Supplier selection and order lot sizing modeling: A review. Computers & Operations Research, 34(12), 3516-3540.
Andersen, M. A. (2015). Public investment in US agricultural R&D and the economic benefits. Food Policy, 51, 38-43.
Belton, V., & Stewart, T. (2002). Multiple criteria decision analysis: an integrated approach. Springer Science & Business Media.
Borodin, V., Bourtembourg, J., Hnaien, F., & Labadie, N. (2016). Handling uncertainty in agricultural supply chain management: A state of the art. European Journal of Operational Research, 254(2), 348-359.
Cai, Y., Golub, A. A., & Hertel, T. W. (2017). Agricultural research spending must increase in light of future uncertainties. Food Policy, 70, 71-83.
Cardín-Pedrosa, M., & Alvarez-López, C. J. (2012). Reprint of: Model for decision-making in agricultural production planning. Computers and Electronics in Agriculture, 86, 131-139.
Carrillo, P. A. A., Roselli, L. R. P., Frej, E. A., & de Almeida, A. T. (2018). Selecting an agricultural technology package based on the flexible and interactive tradeoff method. Annals of Operations Research, 1-16.
Cotes, A. M., Barrero, L. S., Rodríguez, F., Zuluaga, M. V., & Martínez, H. A. (2012). Bioprospección para el desarrollo del sector agropecuario de Colombia (pp. 1–5).
Danielson, M., & Ekenberg, L. (2019). An improvement to swing techniques for elicitation in MCDM methods. Knowledge-Based Systems, 168, 70–79.
de Almeida, A. T., de Almeida, J. A., Costa, A. P. C. S., & de Almeida-Filho, A. T. (2016). A new method for elicitation of criteria weights in additive models: Flexible and interactive tradeoff. European Journal of Operational Research, 250(1), 179-191.
De Almeida, A. T., Cavalcante, C. A. V., Alencar, M. H., Ferreira, R. J. P., de Almeida-Filho, A. T., & Garcez, T. V. (2015). Multicriteria and multiobjective models for risk, reliability and maintenance decision analysis (Vol. 231). Springer International Publishing.
de Almeida, A. T. (2007). Multicriteria decision model for outsourcing contracts selection based on utility function and ELECTRE method. Computers & Operations Research, 34(12), 3569-3574.
Almeida, A. T. (2005). Multicriteria modelling of repair contract based on utility and ELECTRE I method with dependability and service quality criteria. Annals of Operations Research, 138(1), 113-126.
De Boer, L., van der Wegen, L., & Telgen, J. (1998). Outranking methods in support of supplier selection. European Journal of Purchasing & Supply Management, 4(2-3), 109-118.
Dietze, V., Hagemann, N., Jürges, N., Bartke, S., & Fürst, C. (2019). Farmers consideration of soil ecosystem services in agricultural management - A case study from Saxony, Germany. Land Use Policy, 81(April 2018), 813–824.
Dimova, L., Sevastianov, P., & Sevastianov, D. (2006). MCDM in a fuzzy setting: Investment projects assessment application. International Journal of Production Economics, 100(1), 10-29.
Dragincic, J., Korac, N., & Blagojevic, B. (2015). Group multi-criteria decision making (GMCDM) approach for selecting the most suitable table grape variety intended for organic viticulture. Computers and Electronics in Agriculture, 111, 194-202.
Edwards, W., & Barron, F. H. (1994). SMARTS and SMARTER: Improved simple methods for multiattribute utility measurement. Organizational Behavior and Human Decision Processes, 60(3), 306-325.
Elahi, E., Abid, M., Zhang, L., ul Haq, S., & Sahito, J. G. M. (2018). Agricultural advisory and financial services; farm level access, outreach and impact in a mixed cropping district of Punjab, Pakistan. Land Use Policy, 71(December 2017), 249–260.
Eum, Y. S., Park, K. S., & Kim, S. H. (2001). Establishing dominance and potential optimality in multi-criteria analysis with imprecise weight and value. Computers & Operations Research, 28(5), 397-409.
FAO, F. (2017). The future of food and agriculture–Trends and challenges. Annual Report.
Fischer, G. W. (1995). Range sensitivity of attribute weights in multiattribute value models. Organizational Behavior and Human Decision Processes, 62(3), 252-266.
Frej, E. A., de Almeida, A. T., & Costa, A. P. C. S. (2019). Using data visualization for ranking alternatives with partial information and interactive tradeoff elicitation. Operational Research, 19(4), 909–931.
Fishburn, P.C. Noncompensatory preferences. Synthese 33, 393–403 (1976).
Fossile, D. K., Frej, E. A., da Costa, S. E. G., de Lima, E. P., & de Almeida, A. T. (2020). Selecting the most viable renewable energy source for Brazilian ports using the FITradeoff method. Journal of Cleaner Production, 260, 121107.
Fuglie, K. (2018). R&D capital, R&D spillovers, and productivity growth in world agriculture. Applied Economic Perspectives and Policy, 40(3), 421-444.
García, J. L., Alvarado, A., Blanco, J., Jiménez, E., Maldonado, A. A., & Cortés, G. (2014). Multi-attribute evaluation and selection of sites for agricultural product warehouses based on an analytic hierarchy process. Computers and Electronics in Agriculture, 100, 60-69.
Goodridge, W., Bernard, M., Jordan, R., & Rampersad, R. (2017). Intelligent diagnosis of diseases in plants using a hybrid Multi-Criteria decision making technique. Computers and Electronics in Agriculture, 133, 80-87.
Hayashi, K. (2000). Multicriteria analysis for agricultural resource management: a critical survey and future perspectives. European Journal of Operational Research, 122(2), 486-500.
Hayashi, K. (1998). Multicriteria aid for agricultural decisions using preference relations: methodology and application. Agricultural Systems, 58(4), 483-503.
Hurson, C., & Siskos, Y. (2014). A synergy of multicriteria techniques to assess additive value models. European Journal of Operational Research, 238(2), 540-551.
Kaliszewski, I., & Podkopaev, D. (2016). Simple additive weighting—A metamodel for multiple criteria decision analysis methods. Expert Systems with Applications, 54, 155-161.
Kaufmann, L., & Gaeckler, J. (2015). On the relationship between purchasing integration and purchasing decision-making speed. International Journal of Physical Distribution & Logistics Management, 45(3), 214-236.
Keeney, R. L. (1996). Value-focused thinking. Harvard University Press.
Keeney, R. L., Raiffa, H., & Meyer, R. F. (1993). Decisions with multiple objectives: preferences and value trade-offs. Cambridge university press.
Keeney, R. L., & von Winterfeldt, D. (2007). M13 practical value models. Advances in Decision Analysis: From Foundations to Applications. von Winterfeldt, D, 232-252.
Kechagias, E. P., Gayialis, S. P., Konstantakopoulos, G. D., & Papadopoulos, G. A. (2020). An application of a multi-criteria approach for the development of a process reference model for supply chain operations. Sustainability (Switzerland), 12(14), 1–19.
Kim, Y., Kim, H. S., Jeon, H., & Sohn, S. Y. (2008). Economic evaluation model for international standardization of technology. IEEE Transactions on Instrumentation and Measurement, 58(3), 657-665.
Kuehne, G., Nicholson, C., Robertson, M., Llewellyn, R., & McDonald, C. (2012). Engaging project proponents in R&D evaluation using bio-economic and socio-economic tools. Agricultural Systems, 108, 94-103.
Lamprinopoulou, C., Renwick, A., Klerkx, L., Hermans, F., & Roep, D. (2014). Application of an integrated systemic framework for analysing agricultural innovation systems and informing innovation policies: Comparing the Dutch and Scottish agrifood sectors. Agricultural Systems, 129, 40-54.
Lindner, G. J. (2005). Rising to New Challenges in Formulating for Agriculture. In Pesticide Formulations and Delivery Systems: The Continued Evolution of Agrochemicals, 24th Volume. ASTM International.
Macary, F., Dias, J. A., Figueira, J. R., & Roy, B. (2014). A Multiple Criteria Decision Analysis Model Based on E LECTRE T RI-C for Erosion Risk Assessment in Agricultural Areas. Environmental Modeling & Assessment, 19(3), 221-242.
Mendas, A., & Delali, A. (2012). Integration of MultiCriteria Decision Analysis in GIS to develop land suitability for agriculture: Application to durum wheat cultivation in the region of Mleta in Algeria. Computers and Electronics in Agriculture, 83, 117-126.
Rani, P., Mishra, A. R., Saha, A., & Pamucar, D. (2021). Pythagorean fuzzy weighted discrimination‐based approximation approach to the assessment of sustainable bioenergy technologies for agricultural residues. International Journal of Intelligent Systems, 36(6), 2964-2990.
Rodriguez, J. M. M., Kang, T. H. A., Frej, E. A., & de Almeida, A. T. (2018). A Group Decision-Making Model for Supplier Selection: The Case of a Colombian Agricultural Research Company. In F. Dargam, P. Delias, I. Linden, & B. Mareschal (Eds.), Decision Support Systems VIII: Sustainable Data-Driven and Evidence-Based Decision Support (pp. 132–141). Springer International Publishing.
Schmitt, E., Galli, F., Menozzi, D., Maye, D., Touzard, J. M., Marescotti, A., ... & Brunori, G. (2017). Comparing the sustainability of local and global food products in Europe. Journal of Cleaner Production, 165, 346-359.
Silva, A. C. G. C., Fontes, C. H. D. O., & Barbosa, A. S. (2015). Multicriteria evaluation model for organizational performance management applied to the Polo Fruit Exporter of the São Francisco Valley. Computers and electronics in agriculture, 117, 168-176.
Silva, S., Alçada-Almeida, L., & Dias, L. C. (2014). Development of a web-based multi-criteria spatial decision support system for the assessment of environmental sustainability of dairy farms. Computers and Electronics in Agriculture, 108, 46-57.
Sohn, S. Y., Jeon, J., & Han, E. J. (2015). A new cost of ownership model for the acquisition of technology complying with environmental regulations. Journal of Cleaner Production, 100, 269-277.
Soto-Silva, W. E., Nadal-Roig, E., González-Araya, M. C., & Pla-Aragones, L. M. (2016). Operational research models applied to the fresh fruit supply chain. European Journal of Operational Research, 251(2), 345-355.
Tan, K. H., Lim, C. P., Platts, K., & Koay, H. S. (2006). An intelligent decision support system for manufacturing technology investments. International Journal of Production Economics, 104(1), 179-190.
Thornton, P. K., Schuetz, T., Förch, W., Cramer, L., Abreu, D., Vermeulen, S., & Campbell, B. M. (2017). Responding to global change: A theory of change approach to making agricultural research for development outcome-based. Agricultural Systems, 152, 145-153.
Vincke, P. (1992). Multicriteria decision-aid. John Wiley & Sons.
wa Mbũgwa, G., Prager, S. D., & Krall, J. M. (2015). Utilization of spatial decision support systems decision-making in dryland agriculture: A Tifton burclover case study. Computers and Electronics in Agriculture, 118, 215-224.
Weber, M., & Borcherding, K. (1993). Behavioral influences on weight judgments in multiattribute decision making. European Journal of Operational Research, 67(1), 1-12.