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Development of Performance Evaluation Indicators for Table Grape Packaging Units. 2. Global Indexes

Author

Listed:
  • Edson Kogachi

    (Industrial Engineering Program, Polytechnic Institute, Universidade Federal da Bahia, Salvador 40210630, Brazil)

  • Adonias Ferreira

    (Industrial Engineering Program, Polytechnic Institute, Universidade Federal da Bahia, Salvador 40210630, Brazil)

  • Carlos Cavalcante

    (Industrial Engineering Program, Polytechnic Institute, Universidade Federal da Bahia, Salvador 40210630, Brazil)

  • Marcelo Embiruçu

    (Industrial Engineering Program, Polytechnic Institute, Universidade Federal da Bahia, Salvador 40210630, Brazil)

Abstract

The adoption of a global index (GI) for performance evaluation has been increasingly recognized as a useful strategy for decision-making as it simplifies the interpretation and monitoring of the results. Because the GI is often built by adopting a combination of different procedures for normalization, weighting, and aggregation of indicators, it is challenging to select the optimal combination of procedures, since the countless combinations lead to different results. This paper proposes a method for the development of a robust and original GI for the evaluation of table grape production units (TGPUs). Various combinations of procedures were used to develop eighteen GIs for each TGPU. These are located in the lower-middle San Francisco valley in the northeast of Brazil, where their robustness was assessed by identifying outlier GIs and via a graphical analysis. Plausible GIs were reliably identified and a cluster analysis was conducted to categorize the TGPUs into groups considering each performance objective. The identification of the outlier GIs and the use of the plausible GIs in cluster formation constitute a new scientific approach to the topic, which can be extended to other applications and contribute to the sustainable development of several industries.

Suggested Citation

  • Edson Kogachi & Adonias Ferreira & Carlos Cavalcante & Marcelo Embiruçu, 2021. "Development of Performance Evaluation Indicators for Table Grape Packaging Units. 2. Global Indexes," Sustainability, MDPI, vol. 13(11), pages 1-16, June.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6367-:d:568399
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    as
    1. Enrico Casadio Tarabusi & Paolo Palazzi, 2004. "An index for sustainable development," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 57(229), pages 185-206.
    2. Luzzati, T. & Gucciardi, G., 2015. "A non-simplistic approach to composite indicators and rankings: an illustration by comparing the sustainability of the EU Countries," Ecological Economics, Elsevier, vol. 113(C), pages 25-38.
    3. Bouyssou, Denis, 1986. "Some remarks on the notion of compensation in MCDM," European Journal of Operational Research, Elsevier, vol. 26(1), pages 150-160, July.
    4. Zhou, P. & Ang, B.W. & Poh, K.L., 2006. "Comparing aggregating methods for constructing the composite environmental index: An objective measure," Ecological Economics, Elsevier, vol. 59(3), pages 305-311, September.
    5. Edson Kogachi & Adonias Ferreira & Carlos Cavalcante & Marcelo Embiruçu, 2021. "Development of Performance Evaluation Indicators for Table Grape Packaging Units," Sustainability, MDPI, vol. 13(4), pages 1-17, February.
    6. Michela Nardo & Michaela Saisana & Andrea Saltelli & Stefano Tarantola & Anders Hoffman & Enrico Giovannini, 2005. "Handbook on Constructing Composite Indicators: Methodology and User Guide," OECD Statistics Working Papers 2005/3, OECD Publishing.
    7. Mihai-Radu COSTESCU, 2008. "Identifying Data Affected by Aberrant Errors. Applied Program," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 0(1), pages 52-55.
    8. Khanna, Neha, 2000. "Measuring environmental quality: an index of pollution," Ecological Economics, Elsevier, vol. 35(2), pages 191-202, November.
    9. Pacakova, Zuzana & Hlavsa, Tomas, 2011. "Complex assessment of poverty using composite indicator," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 3(2), pages 1-8, June.
    10. Floridi, Matteo & Pagni, Simone & Falorni, Simone & Luzzati, Tommaso, 2011. "An exercise in composite indicators construction: Assessing the sustainability of Italian regions," Ecological Economics, Elsevier, vol. 70(8), pages 1440-1447, June.
    11. Ren, Jingzheng & Liang, Hanwei & Chan, Felix T.S., 2017. "Urban sewage sludge, sustainability, and transition for Eco-City: Multi-criteria sustainability assessment of technologies based on best-worst method," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 29-39.
    12. John Mann & David Shideler, 2015. "Measuring Schumpeterian activity using a composite indicator," Journal of Entrepreneurship and Public Policy, Emerald Group Publishing Limited, vol. 4(1), pages 57-84, April.
    13. Salvatore Greco & Alessio Ishizaka & Menelaos Tasiou & Gianpiero Torrisi, 2019. "On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 61-94, January.
    14. Jong Seok Lee & Hyun Il Choi, 2018. "Comparison of Flood Vulnerability Assessments to Climate Change by Construction Frameworks for a Composite Indicator," Sustainability, MDPI, vol. 10(3), pages 1-13, March.
    15. Michela Gnaldi & M. Giovanna Ranalli, 2016. "Measuring University Performance by Means of Composite Indicators: A Robustness Analysis of the Composite Measure Used for the Benchmark of Italian Universities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(2), pages 659-675, November.
    16. M. Saisana & A. Saltelli & S. Tarantola, 2005. "Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(2), pages 307-323, March.
    17. Michael Freudenberg, 2003. "Composite Indicators of Country Performance: A Critical Assessment," OECD Science, Technology and Industry Working Papers 2003/16, OECD Publishing.
    18. Yingbing Liu & Wenying Du & Nengcheng Chen & Xiaolei Wang, 2020. "Construction and Evaluation of the Integrated Perception Ecological Environment Indicator (IPEEI) Based on the DPSIR Framework for Smart Sustainable Cities," Sustainability, MDPI, vol. 12(17), pages 1-25, August.
    19. P. Zhou & B. Ang, 2009. "Comparing MCDA Aggregation Methods in Constructing Composite Indicators Using the Shannon-Spearman Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 94(1), pages 83-96, October.
    20. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    21. Pucci, Tommaso & Casprini, Elena & Galati, Antonino & Zanni, Lorenzo, 2020. "The virtuous cycle of stakeholder engagement in developing a sustainability culture: Salcheto winery," Journal of Business Research, Elsevier, vol. 119(C), pages 364-376.
    22. Bryony Hoskins & Michaela Saisana & Cynthia Villalba, 2015. "Civic Competence of Youth in Europe: Measuring Cross National Variation Through the Creation of a Composite Indicator," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 123(2), pages 431-457, September.
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