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Enhancing IoT Technology Acquisition in Emerging Economies: Insights and Recommendations Using Analytical Case Study Review of IoT Startups

Author

Listed:
  • Mohammad Tondro

    (Industrial, Manufacturing and Systems Engineering (IMSE) Department, University of Texas at Arlington, Arlington, TX 76019, USA)

  • Mohammad Jahanbakht

    (Graduate School of Management and Economics, Sharif University of Technology, Tehran P.O. Box 11365-8639, Iran)

  • Dervis Ozay

    (Industrial, Manufacturing and Systems Engineering (IMSE) Department, University of Texas at Arlington, Arlington, TX 76019, USA)

Abstract

The rapid growth of the Internet of Things (IoT) presents emerging economies with an invaluable opportunity to reshape their market standings and reach a competitive advantage. Nonetheless, the acquisition and development of IoT technologies poses significant challenges for businesses in these areas. This study explores the factors affecting IoT technology acquisition and advancement by smart mobility businesses in this market. Through a review of literature and case studies, the research identifies key strategies and their characteristics. We focus on critical factors such as infrastructure constraints, technology acquisition, regulatory frameworks, business structures, and strategic alliances by analyzing related startups engaged in IoT products and services, each with distinct features. Additionally, this research utilizes the Capability Maturity Model to evaluate and enhance technological capabilities and business processes according to their readiness levels. Based on the results obtained, we emphasize the necessity of approaches tailored to specific needs and obstacles. Employing a mixed-methods approach, including conceptual studies, thematic analysis, interviews, questionnaires, and advanced machine learning techniques, the study sheds light on the strategic decisions, technological trends, and achievements of IoT-focused businesses. Therefore, it underscores the importance of recognizing technological trends and the pivotal role of data-driven analytics in strategic decision-making for technology adoption.

Suggested Citation

  • Mohammad Tondro & Mohammad Jahanbakht & Dervis Ozay, 2025. "Enhancing IoT Technology Acquisition in Emerging Economies: Insights and Recommendations Using Analytical Case Study Review of IoT Startups," Businesses, MDPI, vol. 5(2), pages 1-25, April.
    • Handle: RePEc:gam:jbusin:v:5:y:2025:i:2:p:20-:d:1638958
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    References listed on IDEAS

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    1. Zidan Shan & Yaqi Wang, 2024. "Strategic Talent Development in the Knowledge Economy: A Comparative Analysis of Global Practices," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 19570-19596, December.
    2. Horbach, Jens & Rammer, Christian & Rennings, Klaus, 2012. "Determinants of eco-innovations by type of environmental impact — The role of regulatory push/pull, technology push and market pull," Ecological Economics, Elsevier, vol. 78(C), pages 112-122.
    3. Mohammad Daradkeh, 2023. "Exploring the Curvilinear Relationship between Academic-Industry Collaboration Environment and Innovation Performance: A Multilevel Perspective," Sustainability, MDPI, vol. 15(10), pages 1-20, May.
    4. Muhammad Fakhrul Safitra & Muharman Lubis & Hanif Fakhrurroja, 2023. "Counterattacking Cyber Threats: A Framework for the Future of Cybersecurity," Sustainability, MDPI, vol. 15(18), pages 1-32, September.
    5. Pritha Datta & Bhagirath Behera & Dil Bahadur Rahut, 2024. "Climate change and water-related threats in the Indian Sundarbans: food security and management implications," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 40(3), pages 323-344, May.
    6. Mohamed Ben-Daya & Elkafi Hassini & Zied Bahroun, 2019. "Internet of things and supply chain management: a literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 57(15-16), pages 4719-4742, August.
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