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A Dempster-Shafer-theory-based entry screening mechanism for small and medium-sized enterprises under uncertainty

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  • Wu, Xingli
  • Liao, Huchang

Abstract

The evaluation of star-up small and medium-sized enterprises (SMEs) is an important part of ensuring the success of development, but it is not an easy task because of the multiple criteria to be considered and uncertainties caused by incomplete decision information, limited individual perceptions and differences in perceptions of experts. By integrating Dempster-Shafer theory into a probabilistic linguistic setting that takes into account the uncertainties in the evaluation process by combining linguistic terms with subjective probabilities, this study proposes a multi-criteria decision-making model for the management of SMEs. We incorporate different decision factors regarding (a) the risk attitude of decision makers, (b) the relative importance of criteria, (c) the unreliability and incompleteness of evaluation on alternatives in one preference model of multi-criteria decision making. The applicability of the proposed preference model is validated by a case study of the entry screening of SMEs for business incubators. Through comparative analysis and sensitive analysis, the reliability of the proposed model is verified, which can not only express uncertain evaluation information, but also avoid information loss and defuzzification in the aggregation process.

Suggested Citation

  • Wu, Xingli & Liao, Huchang, 2022. "A Dempster-Shafer-theory-based entry screening mechanism for small and medium-sized enterprises under uncertainty," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    • Handle: RePEc:eee:tefoso:v:180:y:2022:i:c:s0040162522002451
    DOI: 10.1016/j.techfore.2022.121719
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    1. Amoozad Mahdiraji, Hannan & Sedigh, Maryam & Razavi Hajiagha, Seyed Hossein & Garza-Reyes, Jose Arturo & Jafari-Sadeghi, Vahid & Dana, Leo-Paul, 2021. "A novel time, cost, quality and risk tradeoff model with a knowledge-based hesitant fuzzy information: An R&D project application," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
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    Cited by:

    1. Yanan Zhang & Xinmin Liu & Liu Fan, 2022. "Understanding Incubated Startups’ Continuance Intention towards Entrepreneurial Incubation Platforms: Empirical Evidence from China," Sustainability, MDPI, vol. 14(23), pages 1-21, November.
    2. Zhang, Dongna & Zhao, Zuoxiang & Lau, Chi Keung Marco, 2022. "Sovereign ESG and corporate investment: New insights from the United Kingdom," Technological Forecasting and Social Change, Elsevier, vol. 183(C).

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