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Applying Fuzzy AHP and TOPSIS Method to Identify Key Organizational Capabilities

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  • Tsung-Yu Chou

    (Department of Distribution Management, National Chin-Yi University of Technology, Taichung 41170, Taiwan)

  • Yen-Ting Chen

    (Department of Distribution Management, National Chin-Yi University of Technology, Taichung 41170, Taiwan)

Abstract

Core competency is the basis of promoting a competitive advantage for any organization; this study aims to establish an objective and systematic assessment model for companies to identify their capabilities. This model will not only assist companies in understanding their own capabilities but will also allow them to compare their performance with that of main competitors to strengthen their competitiveness. The analysis process involved a combination of the fuzzy analytic hierarchy process, fuzzy linguistic value, and the ideal and anti-ideal concept. An objective and systematic model was first developed, which underwent empirical analysis using data from the top three home delivery companies in Taiwan. It was found that “Basic organizational competencies” and “Special competitive competencies” were the two key categories for the home delivery industry. Moreover, “Service price”, “On-time delivery”, and “Secure delivery” were found to be the three most important capabilities needed for home delivery companies. The results showed that the model is able to effectively assist organizations in constructing or assessing their organizational capabilities; in addition, organizations can adjust their service profiles to adapt to today’s turbulent business environment and rapidly changing consumer demands.

Suggested Citation

  • Tsung-Yu Chou & Yen-Ting Chen, 2020. "Applying Fuzzy AHP and TOPSIS Method to Identify Key Organizational Capabilities," Mathematics, MDPI, vol. 8(5), pages 1-16, May.
  • Handle: RePEc:gam:jmathe:v:8:y:2020:i:5:p:836-:d:361121
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    References listed on IDEAS

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    1. Hafeez, Khalid & Zhang, YanBing & Malak, Naila, 2002. "Determining key capabilities of a firm using analytic hierarchy process," International Journal of Production Economics, Elsevier, vol. 76(1), pages 39-51, March.
    2. Lai, Kee-hung, 2004. "Service capability and performance of logistics service providers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(5), pages 385-399, September.
    3. Rita Gunther McGrath & Ian C. Macmillan & S. Venkataraman, 1995. "Defining and developing competence: A strategic process paradigm," Strategic Management Journal, Wiley Blackwell, vol. 16(4), pages 251-275.
    4. Yew Wong, Chee & Karia, Noorliza, 2010. "Explaining the competitive advantage of logistics service providers: A resource-based view approach," International Journal of Production Economics, Elsevier, vol. 128(1), pages 51-67, November.
    5. Ali Asghar Anvary Rostamy & Davood Khosroanjom & Ali Niknafs & Amin Anvary Rostamy, 2015. "Fuzzy AHP models for the evaluation of IT capability, data quality, knowledge management systems implementation and data security dimensions," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 22(2), pages 194-215.
    6. Mohammad Mahmoudi Maymand & Elham Keshavarz, 2017. "Using of FAHP and fuzzy TOPSIS techniques for prioritising of Iranian banks to customer relationship management factors," International Journal of Mathematics in Operational Research, Inderscience Enterprises Ltd, vol. 11(3), pages 369-395.
    7. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    8. Elham Keshavarz & Tahereh Heydari & Abolfazl Rohani & Seyed Mohammad Bagheri, 2014. "Using fuzzy AHP and fuzzy TOPSIS methods for prioritisation of technological competencies to maximise the financial and non-financial performance," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 16(3), pages 297-320.
    9. Rebecca Henderson & Iain Cockburn, 1994. "Measuring Competence? Exploring Firm Effects in Pharmaceutical Research," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 63-84, December.
    10. Sanchez, Ron & Heene, Aimé, 1997. "Reinventing strategic management: New theory and practice for competence-based competition," European Management Journal, Elsevier, vol. 15(3), pages 303-317, June.
    11. Gaurav Khatwani & Praveen Ranjan Srivastava, 2015. "Identifying Organization Preferences of Internet Marketing Channels using Hybrid Fuzzy MCDM Theories," Journal of Electronic Commerce in Organizations (JECO), IGI Global, vol. 13(4), pages 26-54, October.
    12. Shima Arabzadeh, 2018. "Ranking of companies regarding the effective factors on technology transfer using FAHP and fuzzy TOPSIS techniques," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 28(4), pages 468-493.
    13. Kahraman, Cengiz & Ertay, Tijen & Buyukozkan, Gulcin, 2006. "A fuzzy optimization model for QFD planning process using analytic network approach," European Journal of Operational Research, Elsevier, vol. 171(2), pages 390-411, June.
    14. Constantinos C. Markides & Peter J. Williamson, 1994. "Related diversification, core competences and corporate performance," Strategic Management Journal, Wiley Blackwell, vol. 15(S2), pages 149-165, June.
    15. Mirza Hassan Hosseini & Elham Keshavarz, 2017. "Using fuzzy AHP and fuzzy TOPSIS for strategic analysis measurement of service quality in banking industry," International Journal of Applied Management Science, Inderscience Enterprises Ltd, vol. 9(1), pages 55-80.
    16. van Rijnsoever, Frank J. & Kempkes, Sander N. & Chappin, Maryse M.H., 2017. "Seduced into collaboration: A resource-based choice experiment to explain make, buy or ally strategies of SMEs," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 284-297.
    17. Fatemeh Metvaee, 2019. "Prioritisation of the entrepreneurship factors in banking industry using FAHP and fuzzy TOPSIS," International Journal of Business Excellence, Inderscience Enterprises Ltd, vol. 17(4), pages 487-515.
    18. Modak, Mousumi & Pathak, Khanindra & Ghosh, Kunal Kanti, 2017. "Performance evaluation of outsourcing decision using a BSC and Fuzzy AHP approach: A case of the Indian coal mining organization," Resources Policy, Elsevier, vol. 52(C), pages 181-191.
    19. Abolfazl Rohani & Elham Keshavarz & Arezu Keshavarz, 2015. "Prioritising (ranking) of indexes for measuring intellectual capital using FAHP and fuzzy TOPSIS techniques," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 21(3), pages 356-376.
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