IDEAS home Printed from https://ideas.repec.org/a/eee/agisys/v214y2024ics0308521x23002536.html
   My bibliography  Save this article

Functional analysis of technological innovation systems enabling digital transformation: A semi-quantitative multicriteria framework applied in the olive sector

Author

Listed:
  • Parra-López, Carlos
  • Reina-Usuga, Liliana
  • Garcia-Garcia, Guillermo
  • Carmona-Torres, Carmen

Abstract

Technological innovation systems (TIS) play a key role in facilitating digital transformation (DT) in various sectors. In agriculture in particular, traditional qualitative assessments of TIS fall short of providing actionable insights. The olive sector in Andalusia, a world leader in olive cultivation, is a case where DT is essential for long-term competitiveness and sustainability.

Suggested Citation

  • Parra-López, Carlos & Reina-Usuga, Liliana & Garcia-Garcia, Guillermo & Carmona-Torres, Carmen, 2024. "Functional analysis of technological innovation systems enabling digital transformation: A semi-quantitative multicriteria framework applied in the olive sector," Agricultural Systems, Elsevier, vol. 214(C).
    • Handle: RePEc:eee:agisys:v:214:y:2024:i:c:s0308521x23002536
    DOI: 10.1016/j.agsy.2023.103848
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308521X23002536
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.agsy.2023.103848?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Rodríguez Sousa, A.A. & Parra-López, C. & Sayadi-Gmada, S. & Barandica, J.M. & Rescia, A.J., 2020. "A multifunctional assessment of integrated and ecological farming in olive agroecosystems in southwestern Spain using the Analytic Hierarchy Process," Ecological Economics, Elsevier, vol. 173(C).
    2. Parra-López, Carlos & Reina-Usuga, Liliana & Carmona-Torres, Carmen & Sayadi, Samir & Klerkx, Laurens, 2021. "Digital transformation of the agrifood system: Quantifying the conditioning factors to inform policy planning in the olive sector," Land Use Policy, Elsevier, vol. 108(C).
    3. Larisa Hrustek, 2020. "Sustainability Driven by Agriculture through Digital Transformation," Sustainability, MDPI, vol. 12(20), pages 1-17, October.
    4. Vargas, Luis G., 1990. "An overview of the analytic hierarchy process and its applications," European Journal of Operational Research, Elsevier, vol. 48(1), pages 2-8, September.
    5. Yu-Sheng Kao & Kazumitsu Nawata & Chi-Yo Huang, 2019. "Evaluating the Performance of Systemic Innovation Problems of the IoT in Manufacturing Industries by Novel MCDM Methods," Sustainability, MDPI, vol. 11(18), pages 1-33, September.
    6. Carlsson, Bo & Jacobsson, Staffan & Holmen, Magnus & Rickne, Annika, 2002. "Innovation systems: analytical and methodological issues," Research Policy, Elsevier, vol. 31(2), pages 233-245, February.
    7. Carlsson, B & Stankiewicz, R, 1991. "On the Nature, Function and Composition of Technological Systems," Journal of Evolutionary Economics, Springer, vol. 1(2), pages 93-118, April.
    8. Laurent Busca & Laurent Bertrandias, 2020. "A Framework for Digital Marketing Research: Investigating the Four Cultural Eras of Digital Marketing," Post-Print hal-02391063, HAL.
    9. Jacobsson, Staffan & Johnson, Anna, 2000. "The diffusion of renewable energy technology: an analytical framework and key issues for research," Energy Policy, Elsevier, vol. 28(9), pages 625-640, July.
    10. Anna J. Wieczorek & Marko P. Hekkert, 2012. "Corrigendum to 'Systemic instruments for systemic innovation problems: A framework for policy makers and innovation scholars'," Science and Public Policy, Oxford University Press, vol. 39(6), pages 842-842, December.
    11. Mohr, Svenja & Höhler, Julia, 2023. "Media coverage of digitalization in agriculture - an analysis of media content," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    12. Roland W. Scholz & Eric J. Bartelsman & Sarah Diefenbach & Lude Franke & Arnim Grunwald & Dirk Helbing & Richard Hill & Lorenz Hilty & Mattias Höjer & Stefan Klauser & Christian Montag & Peter Parycek, 2018. "Unintended Side Effects of the Digital Transition: European Scientists’ Messages from a Proposition-Based Expert Round Table," Sustainability, MDPI, vol. 10(6), pages 1-48, June.
    13. Francisco Banha & Adão Flores & Luís Serra Coelho, 2022. "Quantitizing Qualitative Data from Semi-Structured Interviews: A Methodological Contribution in the Context of Public Policy Decision-Making," Mathematics, MDPI, vol. 10(19), pages 1-30, October.
    14. Thorsten Koch & Josef Windsperger, 2017. "Seeing through the network: Competitive advantage in the digital economy," Journal of Organization Design, Springer;Organizational Design Community, vol. 6(1), pages 1-30, December.
    15. Saaty, Thomas L. & Takizawa, Masahiro, 1986. "Dependence and independence: From linear hierarchies to nonlinear networks," European Journal of Operational Research, Elsevier, vol. 26(2), pages 229-237, August.
    16. Kebebe, E. & Duncan, AJ & Klerkx, L. & de Boer, I.J.M. & Oosting, S.J., 2015. "Understanding socio-economic and policy constraints to dairy development in Ethiopia: A coupled functional-structural innovation systems analysis," Agricultural Systems, Elsevier, vol. 141(C), pages 69-78.
    17. Yu-Sheng Kao & Kazumitsu Nawata & Chi-Yo Huang, 2019. "Systemic Functions Evaluation based Technological Innovation System for the Sustainability of IoT in the Manufacturing Industry," Sustainability, MDPI, vol. 11(8), pages 1-34, April.
    18. Parra-López, Carlos & Groot, Jeroen C.J. & Carmona-Torres, Carmen & Rossing, Walter A.H., 2008. "Integrating public demands into model-based design for multifunctional agriculture: An application to intensive Dutch dairy landscapes," Ecological Economics, Elsevier, vol. 67(4), pages 538-551, November.
    19. Parra-Lopez, Carlos & Calatrava-Requena, Javier & de-Haro-Gimenez, Tomas, 2008. "A systemic comparative assessment of the multifunctional performance of alternative olive systems in Spain within an AHP-extended framework," Ecological Economics, Elsevier, vol. 64(4), pages 820-834, February.
    20. Rui Shu & Xinchun Cao & Mengyang Wu, 2021. "Clarifying Regional Water Scarcity in Agriculture based on the Theory of Blue, Green and Grey Water Footprints," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(3), pages 1101-1118, February.
    21. Wojciech Sroka & Michał Dudek & Tomasz Wojewodzic & Karol Król, 2019. "Generational Changes in Agriculture: The Influence of Farm Characteristics and Socio-Economic Factors," Agriculture, MDPI, vol. 9(12), pages 1-27, December.
    22. Latino, Maria Elena & Menegoli, Marta & Lazoi, Mariangela & Corallo, Angelo, 2022. "Voluntary traceability in food supply chain: a framework leading its implementation in Agriculture 4.0," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    23. Kosior, Katarzyna, 2020. "Economic, Ethical and Legal Aspectsof Digitalization in The Agri-Food Sector," Problems of Agricultural Economics / Zagadnienia Ekonomiki Rolnej 311227, Institute of Agricultural and Food Economics - National Research Institute (IAFE-NRI).
    24. Hornum, Sebastian Toft & Bolwig, Simon, 2021. "A functional analysis of the role of input suppliers in an agricultural innovation system: The case of small-scale irrigation in Kenya," Agricultural Systems, Elsevier, vol. 193(C).
    25. Ernest H Forman & Mary Ann Selly, 2001. "Decision by Objectives:How to Convince Others That You are Right," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 4281, September.
    26. Minh, Thai Thi, 2019. "Unpacking the systemic problems and blocking mechanisms of a regional agricultural innovation system: An integrated regional-functional-structural analysis," Agricultural Systems, Elsevier, vol. 173(C), pages 268-280.
    27. Markard, Jochen & Truffer, Bernhard, 2008. "Technological innovation systems and the multi-level perspective: Towards an integrated framework," Research Policy, Elsevier, vol. 37(4), pages 596-615, May.
    28. Calabrese, Armando & Costa, Roberta & Levialdi, Nathan & Menichini, Tamara, 2019. "Integrating sustainability into strategic decision-making: A fuzzy AHP method for the selection of relevant sustainability issues," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 155-168.
    29. Victoria Vicario-Modroño & Rosa Gallardo-Cobos & Pedro Sánchez-Zamora, 2023. "Sustainability evaluation of olive oil mills in Andalusia (Spain): a study based on composite indicators," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6363-6392, July.
    30. Kurttila, Mikko & Pesonen, Mauno & Kangas, Jyrki & Kajanus, Miika, 2000. "Utilizing the analytic hierarchy process (AHP) in SWOT analysis -- a hybrid method and its application to a forest-certification case," Forest Policy and Economics, Elsevier, vol. 1(1), pages 41-52, May.
    31. Anna J. Wieczorek & Marko P. Hekkert, 2012. "Systemic instruments for systemic innovation problems: A framework for policy makers and innovation scholars," Science and Public Policy, Oxford University Press, vol. 39(1), pages 74-87, February.
    32. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    33. Wedley, William C., 1990. "Combining qualitative and quantitative factors--an analytic hierarchy approach," Socio-Economic Planning Sciences, Elsevier, vol. 24(1), pages 57-64.
    34. Busca, Laurent & Bertrandias, Laurent, 2020. "A Framework for Digital Marketing Research: Investigating the Four Cultural Eras of Digital Marketing," Journal of Interactive Marketing, Elsevier, vol. 49(C), pages 1-19.
    35. Bergek, Anna & Jacobsson, Staffan & Carlsson, Bo & Lindmark, Sven & Rickne, Annika, 2008. "Analyzing the functional dynamics of technological innovation systems: A scheme of analysis," Research Policy, Elsevier, vol. 37(3), pages 407-429, April.
    36. Anish Paul Antony & Kendra Leith & Craig Jolley & Jennifer Lu & Daniel J. Sweeney, 2020. "A Review of Practice and Implementation of the Internet of Things (IoT) for Smallholder Agriculture," Sustainability, MDPI, vol. 12(9), pages 1-19, May.
    37. Thomas L. Saaty, 2013. "The Modern Science of Multicriteria Decision Making and Its Practical Applications: The AHP/ANP Approach," Operations Research, INFORMS, vol. 61(5), pages 1101-1118, October.
    38. Zhu, Zhen & Zhao, Jing & Bush, Ashley A., 2020. "The effects of e-business processes in supply chain operations: Process component and value creation mechanisms," International Journal of Information Management, Elsevier, vol. 50(C), pages 273-285.
    39. Ramanathan, R. & Ganesh, L. S., 1994. "Group preference aggregation methods employed in AHP: An evaluation and an intrinsic process for deriving members' weightages," European Journal of Operational Research, Elsevier, vol. 79(2), pages 249-265, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sun, Yong & Miao, Yiling & Xie, Zhiju & Wu, Runtian, 2024. "Drivers and barriers to digital transformation in agriculture: An evolutionary game analysis based on the experience of China," Agricultural Systems, Elsevier, vol. 221(C).
    2. Parra-López, Carlos & Reina-Usuga, Liliana & Garcia-Garcia, Guillermo & Carmona-Torres, Carmen, 2024. "Designing policies to promote the adoption of digital phytosanitation towards sustainability: The case of the olive sector in Andalusia," Agricultural Systems, Elsevier, vol. 221(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Parra-López, Carlos & Reina-Usuga, Liliana & Carmona-Torres, Carmen & Sayadi, Samir & Klerkx, Laurens, 2021. "Digital transformation of the agrifood system: Quantifying the conditioning factors to inform policy planning in the olive sector," Land Use Policy, Elsevier, vol. 108(C).
    2. Torres-Avila, Angelica & Aguilar-Ávila, Jorge & Santoyo-Cortés, Vinicio Horacio & Martínez-González, Enrique Genaro & Aguilar-Gallegos, Norman, 2022. "Innovation in the pineapple value chain in Mexico: Explaining the global adoption process of the MD-2 hybrid," Agricultural Systems, Elsevier, vol. 198(C).
    3. Kieft, Alco & Harmsen, Robert & Hekkert, Marko P., 2020. "Toward ranking interventions for Technological Innovation Systems via the concept of Leverage Points," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    4. Dahesh, Mehran Badin & Tabarsa, Gholamali & Zandieh, Mostafa & Hamidizadeh, Mohammadreza, 2020. "Reviewing the intellectual structure and evolution of the innovation systems approach: A social network analysis," Technology in Society, Elsevier, vol. 63(C).
    5. Mohammad Esmailzadeh & Siamak Noori & Alireza Aliahmadi & Hamidreza Nouralizadeh & Marcel Bogers, 2020. "A Functional Analysis of Technological Innovation Systems in Developing Countries: An Evaluation of Iran’s Photovoltaic Innovation System," Sustainability, MDPI, vol. 12(5), pages 1-20, March.
    6. Hellsmark, Hans & Frishammar, Johan & Söderholm, Patrik & Ylinenpää, Håkan, 2016. "The role of pilot and demonstration plants in technology development and innovation policy," Research Policy, Elsevier, vol. 45(9), pages 1743-1761.
    7. Parra-López, Carlos & Sayadi, Samir & Garcia-Garcia, Guillermo & Ben Abdallah, Saker & Carmona-Torres, Carmen, 2023. "Prioritising conservation actions towards the sustainability of the dehesa by integrating the demands of society," Agricultural Systems, Elsevier, vol. 206(C).
    8. Hu, Rui & Skea, Jim & Hannon, Matthew J., 2018. "Measuring the energy innovation process: An indicator framework and a case study of wind energy in China," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 227-244.
    9. Jonas Heiberg & Bernhard Truffer, 2021. "Overcoming the harmony fallacy: How values shape the course of innovation systems," GEIST - Geography of Innovation and Sustainability Transitions 2021(03), GEIST Working Paper Series.
    10. De Oliveira, Luiz Gustavo Silva & Negro, Simona O., 2019. "Contextual structures and interaction dynamics in the Brazilian Biogas Innovation System," Renewable and Sustainable Energy Reviews, Elsevier, vol. 107(C), pages 462-481.
    11. Minh, Thai Thi, 2019. "Unpacking the systemic problems and blocking mechanisms of a regional agricultural innovation system: An integrated regional-functional-structural analysis," Agricultural Systems, Elsevier, vol. 173(C), pages 268-280.
    12. Jonas Heiberg & Bernhard Truffer, 2021. "The emergence of a global innovation system – a case study from the water sector," GEIST - Geography of Innovation and Sustainability Transitions 2021(09), GEIST Working Paper Series.
    13. Souzanchi Kashani, Ebrahim & Roshani, Saeed, 2019. "Evolution of innovation system literature: Intellectual bases and emerging trends," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 68-80.
    14. Ghazinoory, Sepehr & Nasri, Shohreh & Ameri, Fatemeh & Montazer, Gholam Ali & Shayan, Ali, 2020. "Why do we need ‘Problem-oriented Innovation System (PIS)’ for solving macro-level societal problems?," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    15. Zhigao Liu & Yimei Yin & Weidong Liu & Michael Dunford, 2015. "Visualizing the intellectual structure and evolution of innovation systems research: a bibliometric analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(1), pages 135-158, April.
    16. Rohe, Sebastian & Oltmer, Marie & Wolter, Hendrik & Gmeiner, Nina & Tschersich , Julia, 2022. "Forever Niche: Why do organic vegetable varieties not diffuse?," Papers in Innovation Studies 2022/8, Lund University, CIRCLE - Centre for Innovation Research.
    17. del Río, Pablo & Peñasco, Cristina & Mir-Artigues, Pere, 2018. "An overview of drivers and barriers to concentrated solar power in the European Union," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1019-1029.
    18. Binz, Christian & Truffer, Bernhard & Li, Li & Shi, Yajuan & Lu, Yonglong, 2012. "Conceptualizing leapfrogging with spatially coupled innovation systems: The case of onsite wastewater treatment in China," Technological Forecasting and Social Change, Elsevier, vol. 79(1), pages 155-171.
    19. Rakas, Marija & Hain, Daniel S., 2019. "The state of innovation system research: What happens beneath the surface?," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    20. van der Loos, Adriaan & Normann, Håkon E. & Hanson, Jens & Hekkert, Marko P., 2021. "The co-evolution of innovation systems and context: Offshore wind in Norway and the Netherlands," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:agisys:v:214:y:2024:i:c:s0308521x23002536. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agsy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.