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The drivers of success in new-service development: rough set theory approach

Author

Listed:
  • Mahmoud Dehghan Nayeri
  • Moein Khazaei
  • Dania Abdolahbeigi

Abstract

This paper aims to identify the most affecting factors in the service industry's new service development (NSD). Accordingly, it deploys an exploratory research method employing a rough set theory. To this aim, it assesses the NSD maturity level of 30 service firms in response to the extent of the literature-based NSD affecting factors. The NSD maturity was estimated according to Jin et al. (2014), including four areas of customer involvement, strategic, knowledge management, and required process documentation. Accordingly, the rough set approach employed to scrutinise the relationship between the affecting factors and the studied firms' NSD maturity. Findings prove that innovation is the core of the NSD process since it was the most frequent within all RS reductions. Moreover, the organisation's strategic orientation and maturity, and market orientation are the most significant determinants of firms' future NSD potential.

Suggested Citation

  • Mahmoud Dehghan Nayeri & Moein Khazaei & Dania Abdolahbeigi, 2022. "The drivers of success in new-service development: rough set theory approach," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 43(4), pages 421-439.
    • Handle: RePEc:ids:ijsoma:v:43:y:2022:i:4:p:421-439
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    Cited by:

    1. Mehdi Tajpour & Fatemeh Dekamini & Shima SafarMohammadluo & Moein Norouzi Movahed & Farzaneh madadpour, 2025. "The impact of innovation management on the sustainability of small and medium enterprises with the role of entrepreneurship mediation," International Entrepreneurship and Management Journal, Springer, vol. 21(1), pages 1-19, December.
    2. Atour Taghipour & Arvin Fooladvand & Moein Khazaei & Mohammad Ramezani, 2023. "Criteria Clustering and Supplier Segmentation Based on Sustainable Shared Value Using BWM and PROMETHEE," Sustainability, MDPI, vol. 15(11), pages 1-18, May.
    3. Ramezani, Mohammad & Khazaei, Moein & Gholian-Jouybari, Fatemeh & Sandoval-Correa, Alejandro & Bonakdari, Hossein & Hajiaghaei-Keshteli, Mostafa, 2024. "Turquoise hydrogen and waste optimization: A Bi-objective closed-loop and sustainable supply chain model for a case in Mexico," Renewable and Sustainable Energy Reviews, Elsevier, vol. 195(C).
    4. Mohammad Ehsanifar & Fatemeh Dekamini & Cristi Spulbar & Ramona Birau & Moein Khazaei & Iuliana Carmen Bărbăcioru, 2023. "A Sustainable Pattern of Waste Management and Energy Efficiency in Smart Homes Using the Internet of Things (IoT)," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    5. Atour Taghipour & Mohammad Ramezani & Moein Khazaei & Vahid Roohparvar & Erfan Hassannayebi, 2023. "Smart Transportation Behavior through the COVID-19 Pandemic: A Ride-Hailing System in Iran," Sustainability, MDPI, vol. 15(5), pages 1-23, February.

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