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Features of Sustainability-Oriented Innovations: A Content Analysis of Patent Abstracts

Author

Listed:
  • Andrea Celone

    (Department of Enterprise Engineering, University of Rome “Tor Vergata”, 00133 Rome, Italy)

  • Antonello Cammarano

    (Department of Industrial Engineering, University of Salerno, 84084 Fisciano, Italy)

  • Mauro Caputo

    (Department of Industrial Engineering, University of Salerno, 84084 Fisciano, Italy)

  • Francesca Michelino

    (Department of Industrial Engineering, University of Salerno, 84084 Fisciano, Italy)

Abstract

This article aims to identify the features of sustainability-oriented innovation starting from the content analysis of patent abstracts. An automatic tool was developed capable of finding the keywords, or groups of keywords, related to the 169 targets of sustainable development goals (SDGs). Once the patents deemed useful for pursuing SDGs were selected through the tool, they were analyzed to obtain information on their features in terms of breadth, scope, novelty, openness, prior art and scientific base. Among the most significant results, it is found that a larger number of applicants, suggesting the adoption of “open innovation” strategies, contributes to sustainability orientation. Moreover, patent originality contributes to the probability of pursuing sustainable objectives, especially related to environmental issues. On the contrary, claims are inversely correlated with the attitude to pursue SDGs, i.e., the larger number of areas in which a patent claims to intervene, the lower the probability that such innovation is sustainable. The results obtained by adopting a quantitative approach are in line with suggestions proposed by the literature and, so far, only supported by logical arguments or case studies. The potential of the tool developed, applied to the field of innovation and sustainability, is demonstrated as significant.

Suggested Citation

  • Andrea Celone & Antonello Cammarano & Mauro Caputo & Francesca Michelino, 2022. "Features of Sustainability-Oriented Innovations: A Content Analysis of Patent Abstracts," Sustainability, MDPI, vol. 14(23), pages 1-16, November.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:23:p:15492-:d:979983
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    References listed on IDEAS

    as
    1. Lanjouw, Jean O & Schankerman, Mark, 2001. "Characteristics of Patent Litigation: A Window on Competition," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 129-151, Spring.
    2. Vincenzo Varriale & Antonello Cammarano & Francesca Michelino & Mauro Caputo, 2021. "Sustainable Supply Chains with Blockchain, IoT and RFID: A Simulation on Order Management," Sustainability, MDPI, vol. 13(11), pages 1-23, June.
    3. Chirambo, Dumisani, 2018. "Towards the achievement of SDG 7 in sub-Saharan Africa: Creating synergies between Power Africa, Sustainable Energy for All and climate finance in-order to achieve universal energy access before 2030," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 600-608.
    4. Silverberg, Gerald & Verspagen, Bart, 2007. "The size distribution of innovations revisited: An application of extreme value statistics to citation and value measures of patent significance," Journal of Econometrics, Elsevier, vol. 139(2), pages 318-339, August.
    5. Luis Fonseca & Filipe Carvalho, 2019. "The Reporting of SDGs by Quality, Environmental, and Occupational Health and Safety-Certified Organizations," Sustainability, MDPI, vol. 11(20), pages 1-20, October.
    6. Marin, Giovanni, 2014. "Do eco-innovations harm productivity growth through crowding out? Results of an extended CDM model for Italy," Research Policy, Elsevier, vol. 43(2), pages 301-317.
    7. James Bessen & Robert M. Hunt, 2007. "An Empirical Look at Software Patents," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 16(1), pages 157-189, March.
    8. Marc Dreyer & Luc Chefneux & Anne Goldberg & Joachim Von Heimburg & Norberto Patrignani & Monica Schofield & Chris Shilling, 2017. "Responsible Innovation: A Complementary View from Industry with Proposals for Bridging Different Perspectives," Sustainability, MDPI, vol. 9(10), pages 1-25, September.
    9. Cecere, Grazia & Corrocher, Nicoletta & Gossart, Cédric & Ozman, Muge, 2014. "Technological pervasiveness and variety of innovators in Green ICT: A patent-based analysis," Research Policy, Elsevier, vol. 43(10), pages 1827-1839.
    10. Massari, Giovanni Francesco & Giannoccaro, Ilaria, 2021. "Investigating the effect of horizontal coopetition on supply chain resilience in complex and turbulent environments," International Journal of Production Economics, Elsevier, vol. 237(C).
    11. Sang-Oh Shim & KyungBae Park & SungYong Choi, 2017. "Innovative Production Scheduling with Customer Satisfaction Based Measurement for the Sustainability of Manufacturing Firms," Sustainability, MDPI, vol. 9(12), pages 1-12, December.
    12. Dominique Guellec & Bruno Van Pottelsberghe de la Potterie, 2002. "The Value of Patents and Patenting Strategies: Countries and Technology Areas Patterns," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(2), pages 133-148.
    13. Schettino, Francesco & Sterlacchini, Alessandro & Venturini, Francesco, 2013. "Inventive productivity and patent quality: Evidence from Italian inventors," Journal of Policy Modeling, Elsevier, vol. 35(6), pages 1043-1056.
    14. Pascale Lehoux & Hudson Pacifico Silva & Renata Pozelli Sabio & Federico Roncarolo, 2018. "The Unexplored Contribution of Responsible Innovation in Health to Sustainable Development Goals," Sustainability, MDPI, vol. 10(11), pages 1-21, November.
    15. C. Gay & C. Le Bas, 2005. "Uses without too many abuses of patent citations or the simple economics of patent citations as a measure of value and flows of knowledge," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(5), pages 333-338.
    16. Jacques Michel & Bernd Bettels, 2001. "Patent citation analysis.A closer look at the basic input data from patent search reports," Scientometrics, Springer;Akadémiai Kiadó, vol. 51(1), pages 185-201, April.
    17. Giulia Sonetti & Martin Brown & Emanuele Naboni, 2019. "About the Triggering of UN Sustainable Development Goals and Regenerative Sustainability in Higher Education," Sustainability, MDPI, vol. 11(1), pages 1-17, January.
    18. Gregory D. Graff, 2003. "Observing Technological Trajectories in Patent Data: Empirical Methods to Study the Emergence and Growth of New Technologies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(5), pages 1266-1274.
    19. Gautam Ahuja & Curba Morris Lampert, 2001. "Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 521-543, June.
    20. Sharon Belenzon, 2012. "Cumulative Innovation and Market Value: Evidence from Patent Citations," Economic Journal, Royal Economic Society, vol. 122(559), pages 265-285, March.
    21. Luisa Errichiello & Roberto Micera, 2018. "Leveraging Smart Open Innovation for Achieving Cultural Sustainability: Learning from a New City Museum Project," Sustainability, MDPI, vol. 10(6), pages 1-23, June.
    22. Manuel Trajtenberg & Rebecca Henderson & Adam Jaffe, 1997. "University Versus Corporate Patents: A Window On The Basicness Of Invention," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 5(1), pages 19-50.
    23. von Wartburg, Iwan & Teichert, Thorsten & Rost, Katja, 2005. "Inventive progress measured by multi-stage patent citation analysis," Research Policy, Elsevier, vol. 34(10), pages 1591-1607, December.
    24. Juan Shan & Miqdad Ali Khan, 2016. "Implications of Reverse Innovation for Socio-Economic Sustainability: A Case Study of Philips China," Sustainability, MDPI, vol. 8(6), pages 1-20, June.
    25. Anne Hyvärinen & Marko Keskinen & Olli Varis, 2016. "Potential and Pitfalls of Frugal Innovation in the Water Sector: Insights from Tanzania to Global Value Chains," Sustainability, MDPI, vol. 8(9), pages 1-16, September.
    26. Mohan Munasinghe, 2012. "Millennium Consumption Goals (MCGs) for Rio+20 and beyond: A practical step towards global sustainability," Natural Resources Forum, Blackwell Publishing, vol. 36(3), pages 202-212, August.
    27. Georg M. Eichler & Erich J. Schwarz, 2019. "What Sustainable Development Goals Do Social Innovations Address? A Systematic Review and Content Analysis of Social Innovation Literature," Sustainability, MDPI, vol. 11(2), pages 1-18, January.
    28. Erica Russell & Jacquetta Lee & Roland Clift, 2018. "Can the SDGs Provide a Basis for Supply Chain Decisions in the Construction Sector?," Sustainability, MDPI, vol. 10(3), pages 1-19, February.
    29. Hall, Bronwyn H. & MacGarvie, Megan, 2010. "The private value of software patents," Research Policy, Elsevier, vol. 39(7), pages 994-1009, September.
    30. Ghisetti, Claudia & Montresor, Sandro & Vezzani, Antonio, 2021. "Design and environmental technologies: Does ‘green-matching’ actually help?," Research Policy, Elsevier, vol. 50(5).
    31. Harhoff, Dietmar & Reitzig, Markus, 2004. "Determinants of opposition against EPO patent grants--the case of biotechnology and pharmaceuticals," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 443-480, April.
    32. Daniela Rupo & Mirko Perano & Giovanna Centorrino & Alfonso Vargas-Sanchez, 2018. "A Framework Based on Sustainability, Open Innovation, and Value Cocreation Paradigms—A Case in an Italian Maritime Cluster," Sustainability, MDPI, vol. 10(3), pages 1-28, March.
    33. Inga Mezinova & Milena Balanova & Oleg Bodiagin & Elima Israilova & Elmira Nazarova, 2022. "Do Creators of New Markets Meet SDGs? Analysis of Platform Companies," Sustainability, MDPI, vol. 14(2), pages 1-19, January.
    34. Francesco Cappa & Fausto Del Sette & Darren Hayes & Federica Rosso, 2016. "How to Deliver Open Sustainable Innovation: An Integrated Approach for a Sustainable Marketable Product," Sustainability, MDPI, vol. 8(12), pages 1-14, December.
    35. Bronwyn H. Hall & Dietmar Harhoff, 2012. "Recent Research on the Economics of Patents," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 541-565, July.
    36. Jason Jihoon Ree & Cheolhyun Jeong & Hyunseok Park & Kwangsoo Kim, 2019. "Context–Problem Network and Quantitative Method of Patent Analysis: A Case Study of Wireless Energy Transmission Technology," Sustainability, MDPI, vol. 11(5), pages 1-18, March.
    37. Niloufar Fallah Shayan & Nasrin Mohabbati-Kalejahi & Sepideh Alavi & Mohammad Ali Zahed, 2022. "Sustainable Development Goals (SDGs) as a Framework for Corporate Social Responsibility (CSR)," Sustainability, MDPI, vol. 14(3), pages 1-27, January.
    38. Jongchan Kim & Jaehyun Choi & Sangsung Park & Dongsik Jang, 2018. "Patent Keyword Extraction for Sustainable Technology Management," Sustainability, MDPI, vol. 10(4), pages 1-18, April.
    39. Manuel Trajtenberg & Adam B. Jaffe & Michael S. Fogarty, 2000. "Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors," American Economic Review, American Economic Association, vol. 90(2), pages 215-218, May.
    40. Mosse, David, 2018. "Caste and development: Contemporary perspectives on a structure of discrimination and advantage," World Development, Elsevier, vol. 110(C), pages 422-436.
    41. Mohan Munasinghe, 2012. "Millennium Consumption Goals (MCGs) for Rio+20 and beyond: A practical step towards global sustainability," Natural Resources Forum, Blackwell Publishing, vol. 0(3), pages 202-212, August.
    42. Jean O. Lanjouw & Mark Schankerman, 2004. "Patent Quality and Research Productivity: Measuring Innovation with Multiple Indicators," Economic Journal, Royal Economic Society, vol. 114(495), pages 441-465, April.
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