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Capturing the Bigger Picture? Applying Text Analytics to Foster Open Innovation Processes for Sustainability-Oriented Innovation

Author

Listed:
  • Peter Wehnert

    (Corporate Sustainability Management, Friedrich-Alexander University Erlangen-Nürnberg, Findelgasse 7, 90402 Nuremberg, Germany)

  • Christoph Kollwitz

    (Business Information Systems I, Chemnitz University of Technology, Thüringer Weg 7, 09126 Chemnitz, Germany)

  • Christofer Daiberl

    (Information Systems—Innovation and Value Creation, Friedrich-Alexander University Erlangen-Nürnberg, Lange Gasse 20, 90403 Nuremberg, Germany)

  • Barbara Dinter

    (Business Information Systems I, Chemnitz University of Technology, Thüringer Weg 7, 09126 Chemnitz, Germany)

  • Markus Beckmann

    (Corporate Sustainability Management, Friedrich-Alexander University Erlangen-Nürnberg, Findelgasse 7, 90402 Nuremberg, Germany)

Abstract

In open innovation initiatives for sustainability-oriented innovations, it is indispensable to have a wide array of engaging stakeholders. Yet, as not all relevant actors are able or willing to participate, important opinions can go unnoticed. Due to such stakeholder selection effects, aspects of high relevance may remain uncaptured. To address this issue, we first define the concept of silent stakeholders and relate it to sustainability-oriented innovations. We then discuss the new approach of employing analytical methods to examine existing sources outside the innovation process for silent stakeholder opinions. For this purpose, we conduct an action research study demonstrating how to examine broad discourse data with text analytics for an open innovation project aiming to create a sustainability-oriented innovation. To this end, we develop an approach for the efficient integration of external sources in open innovation processes. We find that text analytics of broad discourse data can particularly support the orientation and idea generation phase for sustainability-oriented innovation. Furthermore, we identify possibilities for the application of further data mining methods to complement open innovation approaches along the innovation process. Building on that, we propose an integrated framework. Hence, we add to the literature on stakeholder participation, analytical methods and innovation management, as well as sustainability-oriented innovation.

Suggested Citation

  • Peter Wehnert & Christoph Kollwitz & Christofer Daiberl & Barbara Dinter & Markus Beckmann, 2018. "Capturing the Bigger Picture? Applying Text Analytics to Foster Open Innovation Processes for Sustainability-Oriented Innovation," Sustainability, MDPI, vol. 10(10), pages 1-24, October.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:10:p:3710-:d:176016
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    References listed on IDEAS

    as
    1. Eric von Hippel, 1986. "Lead Users: A Source of Novel Product Concepts," Management Science, INFORMS, vol. 32(7), pages 791-805, July.
    2. Marjolein C. Achterkamp & Janita F.J. Vos, 2006. "A framework for making sense of sustainable innovation through stakeholder involvement," International Journal of Environmental Technology and Management, Inderscience Enterprises Ltd, vol. 6(6), pages 525-538.
    3. Dongwook Kim & Sungbum Kim, 2017. "Sustainable Supply Chain Based on News Articles and Sustainability Reports: Text Mining with Leximancer and DICTION," Sustainability, MDPI, vol. 9(6), pages 1-44, June.
    4. Firnkorn, Jörg & Müller, Martin, 2011. "What will be the environmental effects of new free-floating car-sharing systems? The case of car2go in Ulm," Ecological Economics, Elsevier, vol. 70(8), pages 1519-1528, June.
    5. Klaus Rennings & Thomas Zwick, 2002. "Employment Impact Of Cleaner Production On The Firm Level: Empirical Evidence From A Survey In Five European Countries," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 6(03), pages 319-342.
    6. Marcel Bogers & Ann-Kristin Zobel & Allan Afuah & Esteve Almirall & Sabine Brunswicker & Linus Dahlander & Lars Frederiksen & Annabelle Gawer & Marc Gruber & Stefan Haefliger & John Hagedoorn & Dennis, 2017. "The open innovation research landscape: established perspectives and emerging themes across different levels of analysis," Industry and Innovation, Taylor & Francis Journals, vol. 24(1), pages 8-40, January.
    7. Daniela Kolsch & Peter Saling & Andreas Kicherer & Anahi Grosse-Sommer & Isabell Schmidt, 2008. "How to measure social impacts? A socio-eco-efficiency analysis by the SEEBALANCE® method," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 11(1), pages 1-23.
    8. Gabriele Jahn & Matthias Schramm & Achim Spiller, 2005. "The Reliability of Certification: Quality Labels as a Consumer Policy Tool," Journal of Consumer Policy, Springer, vol. 28(1), pages 53-73, December.
    9. Tamsin Angus‐Leppan & Suzanne Benn & Louise Young, 2010. "A sensemaking approach to trade‐offs and synergies between human and ecological elements of corporate sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 19(4), pages 230-244, May.
    10. Franke, Nikolaus & Shah, Sonali, 2003. "How communities support innovative activities: an exploration of assistance and sharing among end-users," Research Policy, Elsevier, vol. 32(1), pages 157-178, January.
    11. Thomas Tufte & Paolo Mefalopulos, 2009. "Participatory Communication : A Practical Guide," World Bank Publications - Books, The World Bank Group, number 5940, December.
    12. Dahlander, Linus & Gann, David M., 2010. "How open is innovation?," Research Policy, Elsevier, vol. 39(6), pages 699-709, July.
    13. Christian Terwiesch & Yi Xu, 2008. "Innovation Contests, Open Innovation, and Multiagent Problem Solving," Management Science, INFORMS, vol. 54(9), pages 1529-1543, September.
    14. Gary L. Lilien & Pamela D. Morrison & Kathleen Searls & Mary Sonnack & Eric von Hippel, 2002. "Performance Assessment of the Lead User Idea-Generation Process for New Product Development," Management Science, INFORMS, vol. 48(8), pages 1042-1059, August.
    15. Stefan Schaltegger & Markus Beckmann & Erik G. Hansen, 2013. "Transdisciplinarity in Corporate Sustainability: Mapping the Field," Business Strategy and the Environment, Wiley Blackwell, vol. 22(4), pages 219-229, May.
    16. Stefan Schaltegger & Marcus Wagner, 2011. "Sustainable entrepreneurship and sustainability innovation: categories and interactions," Business Strategy and the Environment, Wiley Blackwell, vol. 20(4), pages 222-237, May.
    17. Marlen Gabriele Arnold, 2011. "The role of open innovation in strengthening corporate responsibility," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 3(3), pages 361-379.
    18. Erik G. Hansen & Angelika C. Bullinger & Ralf Reichwald, 2011. "Sustainability innovation contests: evaluating contributions with an eco impact-innovativeness typology," International Journal of Innovation and Sustainable Development, Inderscience Enterprises Ltd, vol. 5(2/3), pages 221-245.
    19. Atuahene-Gima, Kwaku, 1996. "Market orientation and innovation," Journal of Business Research, Elsevier, vol. 35(2), pages 93-103, February.
    20. Hewett, David G. & Watson, Bernadette M. & Gallois, Cindy & Ward, Michael & Leggett, Barbara A., 2009. "Intergroup communication between hospital doctors: Implications for quality of patient care," Social Science & Medicine, Elsevier, vol. 69(12), pages 1732-1740, December.
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    2. Anastasia O. Ljovkina & David L. Dusseault & Olga V. Zaharova & Yury Klochkov, 2019. "Managing Innovation Resources in Accordance with Sustainable Development Ethics: Typological Analysis," Resources, MDPI, vol. 8(2), pages 1-17, April.
    3. Grigorescu Adriana & Maer Matei Monica Mihaela & Mocanu Cristina & Zamfir Ana-Maria, 2019. "Key drivers and skills need for innovative companies focused on sustainability," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 13(1), pages 717-727, May.
    4. Diego Corrales-Garay & Eva-María Mora-Valentín & Marta Ortiz-de-Urbina-Criado, 2020. "Entrepreneurship Through Open Data: An Opportunity for Sustainable Development," Sustainability, MDPI, vol. 12(12), pages 1-25, June.
    5. Sunyoung Park, 2019. "Identification of Overall Innovation Behavior by Using a Decision Tree: The Case of a Korean Manufacturer," Sustainability, MDPI, vol. 11(22), pages 1-54, November.

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