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Technological Innovation and Circular Economy Practices: Business Strategies to Mitigate the Effects of COVID-19

Author

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  • Syed Abdul Rehman Khan

    (School of Engineering and Management, Xuzhou University of Technology, Xuzhou 221018, China
    Department of Business Administration, ILMA University, Karachi 75190, Pakistan
    Beijing Key Laboratory of Urban Spatial Information Engineering, Beijing 100084, China)

  • Pablo Ponce

    (Carrera de Economía and Centro de Investigaciones Sociales y Económicas, Universidad Nacional de Loja, Loja 110150, Ecuador)

  • Muhammad Tanveer

    (Prince Sultan University, Rafha Street, Riyadh 11586, Saudi Arabia)

  • Nathalie Aguirre-Padilla

    (Carrera de Agronegocios, Universidad Técnica Particular de Loja, Loja 11050, Ecuador)

  • Haider Mahmood

    (Department of Finance, College of Business Administration, Prince Sattam Bin Abdulaziz University, Alkharj 11942, Saudi Arabia)

  • Syed Adeel Ali Shah

    (Department of Supply Chain and Logistics Management, College of Business Management, Karachi 75190, Pakistan)

Abstract

The Corona Virus Disease 2019 (COVID-19) has been a tough test on companies in the global food sector supply chain, exacerbating the realities and deficiencies it presents in developing economies. This situation has been reflected in the firm’s performance (F.P.) due to the lack of business conditions to respond to the current pandemic. However, in some companies, the adverse effects of COVID-19 have been counteracted due to endowment and technological capabilities. Thus, this study examined the role of technological innovation (T.I.) and business data analytics (B.D.A.) in the F.P. of foods in Ecuador during COVID-19. A questionnaire collected the information from the food firms. Then, Covariance-Based Structural Equation Modeling processed the collected information. We found that (B.D.A.) mechanisms and different levels of T.I. within the developing market significantly shape the F.P. The results showed that the B.D.A. enables circular economy (C.E.) practices and the improvement of product delivery services, which constitutes an improvement of the F.P. The COVID-19 outbreak did not significantly affect T.I., unlike what happened with B.D.A. This study concluded that firms with the most extraordinary technological production processes have been the least affected during COVID-19. This study suggested that policy measures should boost food firms’ technological endowment to improve their resilience in uncertainty and risk scenarios.

Suggested Citation

  • Syed Abdul Rehman Khan & Pablo Ponce & Muhammad Tanveer & Nathalie Aguirre-Padilla & Haider Mahmood & Syed Adeel Ali Shah, 2021. "Technological Innovation and Circular Economy Practices: Business Strategies to Mitigate the Effects of COVID-19," Sustainability, MDPI, vol. 13(15), pages 1-17, July.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:15:p:8479-:d:604147
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    as
    1. Cheah, Jun-Hwa & Memon, Mumtaz Ali & Richard, James E & Ting, Hiram & Cham, Tat-Huei, 2020. "CB-SEM latent interaction: Unconstrained and orthogonalized approaches," Australasian marketing journal, Elsevier, vol. 28(4), pages 218-234.
    2. Sara Saberi & Mahtab Kouhizadeh & Joseph Sarkis & Lejia Shen, 2019. "Blockchain technology and its relationships to sustainable supply chain management," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2117-2135, April.
    3. Deepak Varshney & Devesh Roy & J. V. Meenakshi, 2023. "Impact of COVID-19 on Agricultural Markets: Assessing the Roles of Commodity Characteristics, Disease Caseload, and Market Reforms," India Studies in Business and Economics, in: Indrani Gupta & Mausumi Das (ed.), Contextualizing the COVID Pandemic in India, chapter 0, pages 249-271, Springer.
    4. O'Hara, Sabine & Toussaint, Etienne C., 2021. "Food access in crisis: Food security and COVID-19," Ecological Economics, Elsevier, vol. 180(C).
    5. Paul Teng, 2020. "Assuring food security in Singapore, a small island state facing COVID-19," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(4), pages 801-804, August.
    6. Pablo Ponce & José Álvarez-García & Johanna Medina & María de la Cruz del Río-Rama, 2021. "Financial Development, Clean Energy, and Human Capital: Roadmap towards Sustainable Growth in América Latina," Energies, MDPI, vol. 14(13), pages 1-16, June.
    7. Cheng, Ya & Awan, Usama & Ahmad, Shabbir & Tan, Zhixiong, 2021. "How do technological innovation and fiscal decentralization affect the environment? A story of the fourth industrial revolution and sustainable growth," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    8. Shi Min & Xiaoheng Zhang & Gucheng Li, 2020. "A snapshot of food supply chain in Wuhan under the COVID-19 pandemic," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(4), pages 689-704, September.
    9. Sharma, Amalesh & Adhikary, Anirban & Borah, Sourav Bikash, 2020. "Covid-19′s impact on supply chain decisions: Strategic insights from NASDAQ 100 firms using Twitter data," Journal of Business Research, Elsevier, vol. 117(C), pages 443-449.
    10. Hassan Keshavarz & Akbariah Mohd Mahdzir & Hosna Talebian & Neda Jalaliyoon & Naoki Ohshima, 2021. "The Value of Big Data Analytics Pillars in Telecommunication Industry," Sustainability, MDPI, vol. 13(13), pages 1-36, June.
    11. Gupta, Shivam & Chen, Haozhe & Hazen, Benjamin T. & Kaur, Sarabjot & Santibañez Gonzalez, Ernesto D.R., 2019. "Circular economy and big data analytics: A stakeholder perspective," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 466-474.
    12. Koellinger, Philipp, 2008. "The relationship between technology, innovation, and firm performance--Empirical evidence from e-business in Europe," Research Policy, Elsevier, vol. 37(8), pages 1317-1328, September.
    13. Jennifer González-Blanco & Jose Luis Coca-Pérez & Manuel Guisado-González, 2018. "The Contribution of Technological and Non-Technological Innovation to Environmental Performance. An Analysis with a Complementary Approach," Sustainability, MDPI, vol. 10(11), pages 1-26, November.
    14. Astrachan, Claudia Binz & Patel, Vijay K. & Wanzenried, Gabrielle, 2014. "A comparative study of CB-SEM and PLS-SEM for theory development in family firm research," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 116-128.
    15. Usama Awan & Amira Khattak & Sajeela Rabbani & Amandeep Dhir, 2020. "Buyer-Driven Knowledge Transfer Activities to Enhance Organizational Sustainability of Suppliers," Sustainability, MDPI, vol. 12(7), pages 1-14, April.
    16. Omar Alhawari & Usama Awan & M. Khurrum S. Bhutta & M. Ali Ülkü, 2021. "Insights from Circular Economy Literature: A Review of Extant Definitions and Unravelling Paths to Future Research," Sustainability, MDPI, vol. 13(2), pages 1-22, January.
    17. Wamba, Samuel Fosso & Gunasekaran, Angappa & Akter, Shahriar & Ren, Steven Ji-fan & Dubey, Rameshwar & Childe, Stephen J., 2017. "Big data analytics and firm performance: Effects of dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 356-365.
    18. Awan, Usama & Shamim, Saqib & Khan, Zaheer & Zia, Najam Ul & Shariq, Syed Muhammad & Khan, Muhammad Naveed, 2021. "Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    19. Kazancoglu, Yigit & Sagnak, Muhittin & Mangla, Sachin Kumar & Sezer, Muruvvet Deniz & Pala, Melisa Ozbiltekin, 2021. "A fuzzy based hybrid decision framework to circularity in dairy supply chains through big data solutions," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    Full references (including those not matched with items on IDEAS)

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    20. Hermundsdottir, Fanny & Haneberg, Dag Håkon & Aspelund, Arild, 2022. "Analyzing the impact of COVID-19 on environmental innovations in manufacturing firms," Technology in Society, Elsevier, vol. 68(C).
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