Sensitivity analysis and validation of socio-eco-efficiency score (SEES) on companies doing business in Thailand.

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Suvapak Taechasriprasert
Harnpon Phungrassami
Phirat Usubharatana


Since The word ‘sustainability’ was introduced in the 1980s to define an efficiency and responsible consumption. Sustainable Development Indicators (SDIs) and tools have been playing an important role on offering companies an improving performance with superior economic. Socio-Eco-Efficiency Score (SEES) is the SDIs that combines the advantages of each well-known and widely used sustainability tool together and allows a company to monitor and benchmark its positioning and sustainability performance on financial, environmental and social aspects. In this research, workability and sensitivity analysis on SEES model has been analyzed. The result showed that even though there are several important factors during data interpretation and sustainability performance ranking process, SEES model was still working well in terms of performance assessment and business evaluation and development. The sustainability score from each scenario of sensitivity analysis did not have significant difference from each other. Each scenario of sensitivity analysis has pointed out the same summary with the other. In terms of model evaluation, the results satisfied expectations on solving the lack of linkage between each indicator in sustainability tools. The companies would be able to realize perspective that they are falling behind in their business section.

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Taechasriprasert, S., Phungrassami, H., & Usubharatana, P. (2019). Sensitivity analysis and validation of socio-eco-efficiency score (SEES) on companies doing business in Thailand. Interdisciplinary Research Review, 14(5), 55–64. Retrieved from
Review Article


World Business Council for Sustainable Development, Sustain-able consumption facts & trends: From a business perspective:World Business Council for Sustainable Development; 2008,Available online in: Nov 12, 2012, Available from:

United Nations General Assembly, 2005 World Summit Outcome 2005, Available online in: Sep 15,m 2015, Available from:

World Resources Institute and Big Room Inc, 2010 GLOBAL ECOLABEL MONITOR: World Resources Institute and Big Room Inc; 2010, Available online in: Sep 19,2012, Available from:

Organisation for Economic Co-operation and Development,Sustainable development: Critical issues: Organisation for Economic Co-operation and Development; 2001, Available online in: Oct 9, 2012, Available from:

R. C. S. Guabiroba, M. A. DAgosto, I. C. Leal Junior, M. A. V.Silva, Eco-efficiency as an auxiliary measure for the definition of inter regional public consortia responsible for the collection of recyclable domestic waste, Journal of Cleaner Production 68(2014) 36-45.

J. D. Sachs, From millennium development goals to sustainable development goals, The Lancet 379(9832) (2012) 2206-11.

Y. Lorenzo Toja, I. VazquezRowe, S. Chenel, D. Mar ́in-Navarro, M. T. Moreira, G. Feijoo, Eco-efficiency analysis of Spanish WWTPs using the LCA+DEA method. Water Research. 2015;68(0):651-66.

L. P. Amaral, N. Martins, J. B. Gouveia, A review of energy theory, its application and latest developments, Renewable and Sustainable Energy Reviews 54 (2016) 882-8.

D. Chen, Z. Liu, Z. Luo, M. Webber, J. Chen, Bibliometric and visualized analysis of energy research, Ecological Engineering 90 (2016) 285-93.

K. Lei, L. Liu, D. Hu, I. Lou, Mass, energy, and energy analysis of the metabolism of Macao, Journal of Cleaner Production 114 (2016) 160-70.

L. Zhe, G. Yong, P. Hung-Suck, D. Huijuan, D. Liang, F.Tsuyoshi, An emergy-based hybrid method for assessing industrial symbiosis of an industrial park, Journal of Cleaner Produc-tion 114 (2016) 132-40.

K. Govindan, J. Sarkis, C. J. C. Jabbour, Q. Zhu, Y. Geng,Eco-efficiency based green supply chain management: Current status and opportunities, European Journal of Operational Re-search 233(2) (2014) 293-8.

B. Mahlberg, M. Luptacik, Eco-efficiency and eco-productivity change over time in a multisectoral economic system, European Journal of Operational Research 234(3)(2014) 885-97.

K. M ̈uller,A. Holmes, M. Deurer, B. E. Clothier, Eco-efficiency as a sustainability measure for kiwifruit production in New Zealand, Journal of Cleaner Production.

H-S. Park, S. K. Behera, Methodological aspects of applying eco-efficiency indicators to industrial symbiosis networks,Journal of Cleaner Production 64 (2014) 478-85.

M. Winter, W. Li, S. Kara, C. Herrmann, Determining optimal process parameters to increase the eco-efficiency of grinding processes, Journal of Cleaner Production 66 (2014) 644-54.

M. Casades ́us M, S. Karapetrovic, Has ISO 9000 lost some of its lustre? A longitudinal impact study, International Journal of Operations & Production Management 25(6) (2005) 580-96.

W. He, C. Liu, J. Lu, J. Cao, Impacts of ISO 14001 adoption on firm performance: Evidence from China, China Economic Review 32(2015) 43-56.

E. L. Psomas, D. P. Kafetzopoulos, HACCP effectiveness be-tween ISO 22000 certified and non-certified dairy companies,Food Control 53 (2015) 134-9.

M. Terziovski, J-L. Guerrero, ISO 9000 quality system certification and its impact on product and process innovation performance, International Journal of Production Economics 158(2014) 197-207.

W. Robert, T. M. P. Kates, A. Anthony, What is sustainable development goals, indicators, values, and practice, Environment:Science and Policy for Sustainable Development 43(2005) 8-21.

W. Prombutr, Individual KPIs: Principle to practice, 12th-15th FL. Yakult Building,1025 Phahonyothin Rd., Samsennai, Phayathai, Bangkok 10400: Thailand Productivity Institute(2012) 114.

W. Prombutr, How to make an effective KPIs, 12th -15th FL, Yakult Building,1025 Phahonyothin Rd.,Samsennai, Phayathai,Bangkok 10400: Thailand Productivity Institute (2012).

F. J. Reh, Key Performance Indicators (KPI) 2016, Availablefrom:

Investopedia, Key Performance Indicators - KPI 2015, Avail-able from:

Ltd. AB, What is a Key Performance Indicator (KPI)?2015, Available from:

S. Robert, D. P. N. Kaplan, Strategy Maps: Converting Intangible Assets Into Tangible Outcomes, 60 Harward Way,Boston, Massachusetts 02163: Harvard Business School Publishing Corporation (2005).

M. Rouse, key performance indicator (KPI) 2016 [Available from:

Robeco SAMAG, The sustainability yearbook 2015,Available online in: May 5, 2016, Available from:

S&P Dow Jones Indices, Dow Jones Sustainability Indices Methodology: S&P Dow Jones Indices LLC; 2015, Available online in: Feb 5, 2016, Available from: dj-sustainability-indices.pdf.

Global Reporting Initiative, Sustainability Reporting Guide-lines: Global Reporting Initiative; 2011, Available online in: Dec 20, 2013, Available from:

International Organization for Standardization, Environmental management: The ISO 14000 family of International Standards: International Organization for Standardization; 2009,Available online in: Sep 12, 2012, Available from:

International Organization for Standardization, ISO 26000:Social responsibility: International Organization for Standardization; 2010, Available online in: Sep 11, 2012, Availablefrom:

International Organization for Standardization, Win the energy challenge with ISO 50001: International Organization for Standardization; 2011, Available online in: Sep 11, 2012,Available from:

International Organization for Standardization, Quality management and principle 2015, Available online in: Oct 10,2015, Available from:

International Organization for Standardization, ISO 31000 Risk management 2015, Available online in: Sep 20, 2015,Available from:

International Organization for Standardization. Selectionand use of ISO9000 family of standards 2016, Available online in: Feb 5, 2016, Available from:

Z. Zhu, K. Wang, B. Zhang, Applying a network data envelopment analysis model to quantify the eco-efficiency of products: a case study of pesticide, Journal of Cleaner Production 69 (2014) 67-73.

J. Liu, B-L. Lin, M. Sagisaka, Sustainability assessment of bio ethanol and petroleum fuel production in Japan based on energy analysis. Energy Policy 44 (2012) 23-33.

United Nations Framework Convention on Climate Change,Thailand submits its Nationally Appropriate Mitigation Action plan to lower greenhouse gas emissions below business as usual by 2020, Available online in: Dec 10, 2015.

Temkin Group, When experience matters 2014, Available online in: Sep 7, 2014, Available from:

SatMetrix. Customer Experience No Compromises 2014,Available online in: Nov 20, 2014, Available from:

SETMETRIX. The Power Behind a Single Number 2015,Available online in: Jan 20, 2016, Available from:

M. Alexander, Decision-making using the analytic hierarchy process (AHP) and SAS/IML?. 2012(SESUG 2012).

Z. Z. Shang Gao, C. Cungen, New methods of estimating weights in AHP, in: the 2009 International Symposium on Information Processing, 2009, pp. 201-204.

H. Veisi, H. Liaghati, A. Alipour, Developing an ethics-based approach to indicators of sustainable agriculture using analytic hierarchy process (AHP), Ecological Indicators 60 (2016) 644-54.

S. A. Delbari, S. I. Ng, Y. A. Aziz, J. A. Ho, An investigation of key competitiveness indicators and drivers of full-service air-lines using Delphi and AHP techniques, Journal of Air Transport Management 52 (2016) 23-34.

S. Gupta, G. S. Dangayach, A. K. Singh, P. N. Rao, Analytic Hierarchy Process (AHP) Model for Evaluating Sustainable Manufacturing Practices in Indian Electrical Panel Industries, Procedia - Social and Behavioral Sciences 189 (2015) 208-16.

Statistical Inference for sample 2015, Available from:,d.c2I.

C. Mahatumarat, Customer behavior in Ayothaya floating market area: Chiang Mai University; (2555).

W. G. Cochan, Sampling Technique, Third ed. United state of America: John Wiley & Sons; (1977) p.442.

A. C. McDonald, D. M. Mulla, P. W. Stratford, P. J. Keir, Sub-maximal normalizing methods to evaluate load sharing changes in the shoulder during repetitive work, Journal of Electromyo-graphy and Kinesiology.