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Technological challenges of green innovation and sustainable resource management with large scale data

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  • Song, Malin
  • Fisher, Ron
  • Kwoh, Yusen

Abstract

This Special Volume (SV) focuses on finding effective ways to achieve sustainable development. This introductory article contains an overview of the articles, divided into four topics: (a) sustainable natural resource management based on large scale data (b) environmental pollution and prevention through large scale data, (c) technological challenges involving green innovation, and (d) big data modeling and mining involving green growth. Taking into account the seriousness of environmental pollution, sustainable development papers based on big data are clearly the most important contributions of this SV. Some authors reported on the relationship between environmental pollution and influencing factors, such as shelling, traffic density, e-commerce environmental regulation, technological innovation and green supply chain behavior. Some authors investigated sustainable natural resource management based on large scale data, including energy, generation and agricultural land. Some authors studied green innovation from various perspectives, and built different models to analyze green growth problems. The findings and recommendations are positive and encouraging. However, it is clear that many additional challenges must be solved in order to establish and support systems which will guide and monitor transformations into sustainable, livable, and low pollution. Much work remains, but the wisdom in the articles in this SV will help societies transition.

Suggested Citation

  • Song, Malin & Fisher, Ron & Kwoh, Yusen, 2019. "Technological challenges of green innovation and sustainable resource management with large scale data," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 361-368.
    • Handle: RePEc:eee:tefoso:v:144:y:2019:i:c:p:361-368
    DOI: 10.1016/j.techfore.2018.07.055
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    References listed on IDEAS

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    1. Albort-Morant, Gema & Leal-Millán, Antonio & Cepeda-Carrión, Gabriel, 2016. "The antecedents of green innovation performance: A model of learning and capabilities," Journal of Business Research, Elsevier, vol. 69(11), pages 4912-4917.
    2. Choi, Tsan-Ming, 2018. "Incorporating social media observations and bounded rationality into fashion quick response supply chains in the big data era," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 114(C), pages 386-397.
    3. Wagner, Marcus, 2015. "A European perspective on country moderation effects: Environmental management systems and sustainability-related human resource benefits," Journal of World Business, Elsevier, vol. 50(2), pages 379-388.
    4. Hofman, André & Aravena, Claudio & Aliaga, Vianka, 2016. "Information and communication technologies and their impact in the economic growth of Latin America, 1990–2013," Telecommunications Policy, Elsevier, vol. 40(5), pages 485-501.
    5. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
    6. Wang, Shu-Hong & Song, Ma-Lin, 2014. "Review of hidden carbon emissions, trade, and labor income share in China, 2001–2011," Energy Policy, Elsevier, vol. 74(C), pages 395-405.
    7. Kunapatarawong, Rasi & Martínez-Ros, Ester, 2016. "Towards green growth: How does green innovation affect employment?," Research Policy, Elsevier, vol. 45(6), pages 1218-1232.
    8. Chien-Ming Chen & Magali A. Delmas, 2012. "Measuring Eco-Inefficiency: A New Frontier Approach," Operations Research, INFORMS, vol. 60(5), pages 1064-1079, October.
    9. X Li & Y Li & K Govindan, 2014. "An incentive model for closed-loop supply chain under the EPR law," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 65(1), pages 88-96, January.
    10. Lindholt, Lars, 2015. "The tug-of-war between resource depletion and technological change in the global oil industry 1981–2009," Energy, Elsevier, vol. 93(P2), pages 1607-1616.
    11. Braganza, Ashley & Brooks, Laurence & Nepelski, Daniel & Ali, Maged & Moro, Russ, 2017. "Resource management in big data initiatives: Processes and dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 328-337.
    12. Umit Can & Bilal Alatas, 2017. "Big Social Network Data and Sustainable Economic Development," Sustainability, MDPI, vol. 9(11), pages 1-19, November.
    13. Lindkvist, Emilie & Norberg, Jon, 2014. "Modeling experiential learning: The challenges posed by threshold dynamics for sustainable renewable resource management," Ecological Economics, Elsevier, vol. 104(C), pages 107-118.
    14. Song, Malin & Zheng, Wanping & Wang, Zeya, 2016. "Environmental efficiency and energy consumption of highway transportation systems in China," International Journal of Production Economics, Elsevier, vol. 181(PB), pages 441-449.
    15. Pasqual, Joan & Souto, Guadalupe, 2003. "Sustainability in natural resource management," Ecological Economics, Elsevier, vol. 46(1), pages 47-59, August.
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