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Exploring the inhibitors for competitive AI software development through cloud driven transformation

Author

Listed:
  • Nitasha Hasteer

    (Amity University)

  • Rahul Sindhwani

    (Birla Institute of Management Technology)

  • Abhishek Behl

    (Management Development Institute)

  • Akul Varshney

    (Amity University)

  • Adityansh Sharma

    (Amity University)

Abstract

COVID-19 has compelled every sector to shift towards virtualizing, and to curb the spread of this deadly virus, technologies like cloud computing, artificial intelligence, and IoT have played a vital role. Cloud-based crowdsourcing is a sourcing method through which organizations may post application development tasks as a contest, and the crowd may participate to win prizes or earn monetary support through online means. Many IT firms hesitate to adopt this methodology for competitive software development despite its advantages. This study's primary purpose is to discover the inhibitors and criteria restricting IT firms from incorporating cloud-based crowdsourcing in their workflow. An extensive literature review has been conducted to identify the inhibitors and criteria. The authors applied a novel three-phased methodology to the identified inhibitors to analyze them with mixed method approach. Authors have used the m-TISM method to develop a hierarchal model and find the interrelation between the identified inhibitors, which were further analyzed and segmented with the help of MICMAC analysis. The PF-AHP method was used to find the weightage of the identified criteria, and the PF-CoCoSo method was applied to find the ranking of the inhibitors considering the weights of the criteria. The study reveals that Difficulty in Price Fixing, Labor Exploitation, and Risk of Dependency are the critical challenges to adoption. The study reflects how the Contingency Management Theory and the Resource Dependency Theory acts as frameworks for navigating complexity and reducing risks in the ever-changing world of software development. The study concludes with key inputs that may help IT firms adopt and promote cloud-based crowdsourcing methodology for software development. These inputs may help companies to attract experienced developers who prefer working from home and prove worthy even during disruptions caused due to unprecedented situations.

Suggested Citation

  • Nitasha Hasteer & Rahul Sindhwani & Abhishek Behl & Akul Varshney & Adityansh Sharma, 2024. "Exploring the inhibitors for competitive AI software development through cloud driven transformation," Annals of Operations Research, Springer, vol. 342(1), pages 355-397, November.
    • Handle: RePEc:spr:annopr:v:342:y:2024:i:1:d:10.1007_s10479-023-05619-5
    DOI: 10.1007/s10479-023-05619-5
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    References listed on IDEAS

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    1. Yucesan, Melih & Kahraman, Gökhan, 2019. "Risk evaluation and prevention in hydropower plant operations: A model based on Pythagorean fuzzy AHP," Energy Policy, Elsevier, vol. 126(C), pages 343-351.
    2. Gengzhi Huang & Desheng Xue & Bo Wang, 2020. "Integrating Theories on Informal Economies: An Examination of Causes of Urban Informal Economies in China," Sustainability, MDPI, vol. 12(7), pages 1-16, March.
    3. Bag, Surajit & Dhamija, Pavitra & Bryde, David J. & Singh, Rajesh Kumar, 2022. "Effect of eco-innovation on green supply chain management, circular economy capability, and performance of small and medium enterprises," Journal of Business Research, Elsevier, vol. 141(C), pages 60-72.
    4. Manish Mohan Baral & Amitabh Verma, 2021. "Cloud Computing Adoption for Healthcare: An Empirical Study Using SEM Approach," FIIB Business Review, , vol. 10(3), pages 255-275, September.
    5. Mirko Duradoni & Giulia Colombini & Paola Andrea Russo & Andrea Guazzini, 2021. "Robotic Psychology: A PRISMA Systematic Review on Social-Robot-Based Interventions in Psychological Domains," J, MDPI, vol. 4(4), pages 1-34, October.
    6. Nitasha Hasteer & Abhay Bansal & B. K. Murthy, 2017. "Assessment of cloud application development attributes through interpretive structural modeling," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 8(2), pages 1069-1078, November.
    7. Amanpreet Kaur & Vikas Kumar & Rahul Sindhwani & Punj Lata Singh & Abhishek Behl, 2022. "Public debt sustainability: a bibliometric co-citation visualization analysis," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 19(4), pages 1090-1110, August.
    8. David Olson & Kirsten Rosacker, 2013. "Crowdsourcing and open source software participation," Service Business, Springer;Pan-Pacific Business Association, vol. 7(4), pages 499-511, December.
    9. Morteza Yazdani & Pascale Zaraté & Edmundas Kazimieras Zavadskas & Zenonas Turskis, 2019. "A Combined Compromise Solution (CoCoSo) method for multi-criteria decision-making problems," Post-Print hal-02879091, HAL.
    10. Piera Centobelli & Roberto Cerchione & Davide Chiaroni & Pasquale Del Vecchio & Andrea Urbinati, 2020. "Designing business models in circular economy: A systematic literature review and research agenda," Business Strategy and the Environment, Wiley Blackwell, vol. 29(4), pages 1734-1749, May.
    11. Nudurupati, Sai Sudhakar & Budhwar, Pawan & Pappu, Raja Phani & Chowdhury, Soumyadeb & Kondala, Mukesh & Chakraborty, Ayon & Ghosh, Sadhan Kumar, 2022. "Transforming sustainability of Indian small and medium-sized enterprises through circular economy adoption," Journal of Business Research, Elsevier, vol. 149(C), pages 250-269.
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