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Assessment and Selection of Technologies for the Sustainable Development of an R&D Center

Author

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  • Rafael Lizarralde

    (IDEKO, Member of Basque Research and Technology Alliance, 20560 Elgoibar, Spain)

  • Jaione Ganzarain

    (Engineering Faculty, University of Mondragon, 20500 Arrasate, Spain)

  • Mikel Zubizarreta

    (Business Organization Department, University of the Basque Country UPV/EHU, 48940 Leioa, Spain)

Abstract

The central role of R&D centers in the advancement of technology within industrial enterprises is undeniable and clearly affects their strategies, their competitiveness and their business sustainability. R&D centers assume responsibility for technology recognition, collection, acquisition, development and transition. Among their activities, the efficient choice of emerging technologies in the Technology Management Process is becoming a real challenge. In such heterogeneous scenarios, Multiple Criteria Decision Making (MCDM) models are commonly proposed as an appropriate decision-making approach. Multiple research works address the selection of particular technologies in industrial applications, but very few references can be found related to research institutions, and R&D centers in particular. Therefore, a decision-making model is provided in this study following the MIVES multi criteria method for the assessment of one or more technologies. The model is then applied to two case studies related to the selection process of new technologies at a Spanish R&D Center specialized in manufacturing.

Suggested Citation

  • Rafael Lizarralde & Jaione Ganzarain & Mikel Zubizarreta, 2020. "Assessment and Selection of Technologies for the Sustainable Development of an R&D Center," Sustainability, MDPI, vol. 12(23), pages 1-23, December.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:23:p:10087-:d:455470
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    as
    1. Torkkeli, Marko & Tuominen, Markku, 2002. "The contribution of technology selection to core competencies," International Journal of Production Economics, Elsevier, vol. 77(3), pages 271-284, June.
    2. Junhyeog Choi & Sunghae Jun & Sangsung Park, 2016. "A Patent Analysis for Sustainable Technology Management," Sustainability, MDPI, vol. 8(7), pages 1-13, July.
    3. Snyder, Hannah, 2019. "Literature review as a research methodology: An overview and guidelines," Journal of Business Research, Elsevier, vol. 104(C), pages 333-339.
    4. Sarkis, Joseph & Talluri, Srinivas, 2004. "Evaluating and selecting e-commerce software and communication systems for a supply chain," European Journal of Operational Research, Elsevier, vol. 159(2), pages 318-329, December.
    5. Ali Emrouznejad & Marianna Marra, 2017. "The state of the art development of AHP (1979–2017): a literature review with a social network analysis," International Journal of Production Research, Taylor & Francis Journals, vol. 55(22), pages 6653-6675, November.
    6. Sebastian Kobarg & Jutta Stumpf-Wollersheim & Isabell M. Welpe, 2018. "University-industry collaborations and product innovation performance: the moderating effects of absorptive capacity and innovation competencies," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1696-1724, December.
    7. Bongo, Miriam F. & Alimpangog, Kissy Mae S. & Loar, Jennifer F. & Montefalcon, Jason A. & Ocampo, Lanndon A., 2018. "An application of DEMATEL-ANP and PROMETHEE II approach for air traffic controllers’ workload stress problem: A case of Mactan Civil Aviation Authority of the Philippines," Journal of Air Transport Management, Elsevier, vol. 68(C), pages 198-213.
    8. Kumar, Abhishek & Sah, Bikash & Singh, Arvind R. & Deng, Yan & He, Xiangning & Kumar, Praveen & Bansal, R.C., 2017. "A review of multi criteria decision making (MCDM) towards sustainable renewable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 596-609.
    9. Ma, Daw & Chang, Chia-Chin & Hung, Shiu-Wan, 2013. "The selection of technology for late-starters: A case study of the energy-smart photovoltaic industry," Economic Modelling, Elsevier, vol. 35(C), pages 10-20.
    10. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    11. Meesapawong, Pawadee & Rezgui, Yacine & Li, Haijiang, 2014. "Planning innovation orientation in public research and development organizations: Using a combined Delphi and Analytic Hierarchy Process approach," Technological Forecasting and Social Change, Elsevier, vol. 87(C), pages 245-256.
    12. Barba-Romero, Sergio, 1996. "Manual para la toma de decisiones multicriterio," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 30558, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    13. Cagnin, Cristiano & Havas, Attila & Saritas, Ozcan, 2013. "Future-oriented technology analysis: Its potential to address disruptive transformations," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 379-385.
    14. Athanasios Kolios & Varvara Mytilinou & Estivaliz Lozano-Minguez & Konstantinos Salonitis, 2016. "A Comparative Study of Multiple-Criteria Decision-Making Methods under Stochastic Inputs," Energies, MDPI, vol. 9(7), pages 1-21, July.
    15. David M. Boje & J. Keith Murnighan, 1982. "Group Confidence Pressures in Iterative Decisions," Management Science, INFORMS, vol. 28(10), pages 1187-1196, October.
    16. Sara Sadat Mortazavi Ravari & Ehsan Mehrabanfar & Audrius Banaitis & Nerija Banaitienė, 2016. "Framework for assessing technological innovation capability in research and technology organizations," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 17(6), pages 825-847, November.
    17. Indre Siksnelyte & Edmundas Kazimieras Zavadskas & Dalia Streimikiene & Deepak Sharma, 2018. "An Overview of Multi-Criteria Decision-Making Methods in Dealing with Sustainable Energy Development Issues," Energies, MDPI, vol. 11(10), pages 1-21, October.
    18. Rajagopal, 2014. "Organizations and Innovation," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 3, pages 58-86, Palgrave Macmillan.
    19. Gholamreza Dehdasht & Rosli Mohamad Zin & M. Salim Ferwati & Mu’azu Mohammed Abdullahi & Ali Keyvanfar & Ronald McCaffer, 2017. "DEMATEL-ANP Risk Assessment in Oil and Gas Construction Projects," Sustainability, MDPI, vol. 9(8), pages 1-24, August.
    20. Diaz-Sarachaga, Jose Manuel & Jato-Espino, Daniel & Castro-Fresno, Daniel, 2017. "Application of the Sustainable Infrastructure Rating System for Developing Countries (SIRSDEC) to a case study," Environmental Science & Policy, Elsevier, vol. 69(C), pages 73-80.
    21. Thomas L. Saaty & Luis G. Vargas, 2013. "The Analytic Network Process," International Series in Operations Research & Management Science, in: Decision Making with the Analytic Network Process, edition 2, chapter 0, pages 1-40, Springer.
    22. Huang, Chi-Cheng & Chu, Pin-Yu & Chiang, Yu-Hsiu, 2008. "A fuzzy AHP application in government-sponsored R&D project selection," Omega, Elsevier, vol. 36(6), pages 1038-1052, December.
    23. Kotey, Richard Angelous & Abor, Joshua Yindenaba, 2019. "The role of technology as an absorptive capacity in economic growth in emerging economies: A new approach," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 16(2), pages 59-78.
    24. Hung, Chih-Young & Lee, Wen-Yi, 2016. "A proactive technology selection model for new technology: The case of 3D IC TSV," Technological Forecasting and Social Change, Elsevier, vol. 103(C), pages 191-202.
    25. Bibiana Alarcon & Antonio Aguado & Resmundo Manga & Alejandro Josa, 2010. "A Value Function for Assessing Sustainability: Application to Industrial Buildings," Sustainability, MDPI, vol. 3(1), pages 1-16, December.
    26. Ivo Hristov & Antonio Chirico & Andrea Appolloni, 2019. "Sustainability Value Creation, Survival, and Growth of the Company: A Critical Perspective in the Sustainability Balanced Scorecard (SBSC)," Sustainability, MDPI, vol. 11(7), pages 1-19, April.
    27. C S Sarrico, 2001. "Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 52(12), pages 1408-1409, December.
    28. Kleindorfer, Paul R. & Partovi, Fariborz Y., 1990. "Integrating manufacturing strategy and technology choice," European Journal of Operational Research, Elsevier, vol. 47(2), pages 214-224, July.
    29. Kafouros, Marios & Love, James H & Ganotakis, Panagiotis & Konara, Palitha, 2020. "Experience in R&D collaborations, innovative performance and the moderating effect of different dimensions of absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    30. Marcos G. Alberti & Jaime C. Gálvez & Alejandro Enfedaque & Ana Carmona & Cristina Valverde & Gabriel Pardo, 2018. "Use of Steel and Polyolefin Fibres in the La Canda Tunnels: Applying MIVES for Assessing Sustainability Evaluation," Sustainability, MDPI, vol. 10(12), pages 1-11, December.
    31. Eko Budi Leksono & Suparno Suparno & Iwan Vanany, 2019. "Integration of a Balanced Scorecard, DEMATEL, and ANP for Measuring the Performance of a Sustainable Healthcare Supply Chain," Sustainability, MDPI, vol. 11(13), pages 1, July.
    32. Chen, Hongyi & Kocaoglu, Dundar F., 2008. "A sensitivity analysis algorithm for hierarchical decision models," European Journal of Operational Research, Elsevier, vol. 185(1), pages 266-288, February.
    33. David Benson & Rosemarie H. Ziedonis, 2009. "Corporate Venture Capital as a Window on New Technologies: Implications for the Performance of Corporate Investors When Acquiring Startups," Organization Science, INFORMS, vol. 20(2), pages 329-351, April.
    34. Segarra-Blasco, Agusti­ & Arauzo-Carod, Josep-Maria, 2008. "Sources of innovation and industry-university interaction: Evidence from Spanish firms," Research Policy, Elsevier, vol. 37(8), pages 1283-1295, September.
    35. Billie Jo Zirger & Modesto A. Maidique, 1990. "A Model of New Product Development: An Empirical Test," Management Science, INFORMS, vol. 36(7), pages 867-883, July.
    36. Eilat, Harel & Golany, Boaz & Shtub, Avraham, 2008. "R&D project evaluation: An integrated DEA and balanced scorecard approach," Omega, Elsevier, vol. 36(5), pages 895-912, October.
    37. 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.
    38. Oriol Pons & Albert De la Fuente & Antonio Aguado, 2016. "The Use of MIVES as a Sustainability Assessment MCDM Method for Architecture and Civil Engineering Applications," Sustainability, MDPI, vol. 8(5), pages 1-15, May.
    39. Safar Fazli & Reza Kiani & Mohammadali Vosooghidizaji, 2015. "Crude oil supply chain risk management with DEMATEL–ANP," Post-Print hal-02327343, HAL.
    40. GUAN, Jian Cheng & YAM, Richard C.M. & Tang, Esther P.Y. & Lau, Antonio K.W., 2009. "Innovation strategy and performance during economic transition: Evidences in Beijing, China," Research Policy, Elsevier, vol. 38(5), pages 802-812, June.
    41. Diaz-Sarachaga, Jose Manuel & Jato-Espino, Daniel & Castro-Fresno, Daniel, 2017. "Methodology for the development of a new Sustainable Infrastructure Rating System for Developing Countries (SIRSDEC)," Environmental Science & Policy, Elsevier, vol. 69(C), pages 65-72.
    42. García-Valderrama, Teresa & Mulero-Mendigorri, Eva & Revuelta-Bordoy, Daniel, 2009. "Relating the perspectives of the balanced scorecard for R&D by means of DEA," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1177-1189, August.
    43. Ethem Duygulu & Emir Ozeren & Demet Bagiran & Andrea Appolloni & Muge Mavisu, 2015. "Gaining insight into innovation culture within the context of R%D centres in Turkey," International Journal of Entrepreneurship and Innovation Management, Inderscience Enterprises Ltd, vol. 19(1/2), pages 117-146.
    44. Mohanty, R. P. & Deshmukh, S. G., 1998. "Advanced manufacturing technology selection:A strategic model for learning and evaluation," International Journal of Production Economics, Elsevier, vol. 55(3), pages 295-307, August.
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