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Where’s the data? Challenges in characterizing the sustainability of socioecological systems

Author

Listed:
  • Jean Léon Boucher

    (The James Hutton Institute)

  • Diana Alfonso-Bécares

    (Institut Metròpoli-Universitat Autònoma de Barcelona)

  • J. J. Larrabeiti-Rodríguez

    (University of Andorra (UdA))

  • Alejandro Marcos-Valls

    (University of Barcelona)

  • Rony Mauricio Parra Jácome

    (Instituto de Investigaciones Hidrocarburíferas-Universidad Central del Ecuador)

  • Maddalena Ripa

    (ISPRA-Italian Institute for Environmental Protection and Research)

  • Alireza Taghdisian

    (McGill University)

  • Raúl Velasco-Fernández

    (Universitat Autònoma de Barcelona)

  • Keith Matthews

    (The James Hutton Institute)

Abstract

In an era of great need regarding nexus-type research and assessments, this study investigates the challenges of missing data encountered by ten (N = 10) societal metabolism scholars who use MuSIASEM (Multi-Scale Integrated Analysis of Societal and Ecosystem Metabolism)—a rigorous nexus-type research method. We explore how these scholars tried to overcome data challenges, their reflections on data availability, and how governments and other institutions might benefit if they had the missing data the scholars sought. Additionally, the study delves into the scholars’ interpretations of why the data is missing in the first place. Using a grounded approach, this qualitative study examines interview texts and reveals a range of issues that scholars faced, including an excess of aggregated data—a lack of disaggregated data—problems with data categorization, and other issues. On the whole, respondents’ reflections align with the foundational arguments of MuSIASEM’s developers, suggesting that more comprehensive, granular, and therefore effective approaches are needed to address socioecological challenges, sustainability issues, and net-zero goals. Respondents also noted that much of the missing data could be attributed to a dominance of economic logics and conceptual frames that often obfuscate the material and biophysical foundations of those economic systems themselves. This study advocates for revisiting and enhancing those conceptual frameworks that shape “what data is collected” and how it is made available in order to enhance analyses and broaden collective deliberations toward more informed sustainability and related policy decisions.

Suggested Citation

  • Jean Léon Boucher & Diana Alfonso-Bécares & J. J. Larrabeiti-Rodríguez & Alejandro Marcos-Valls & Rony Mauricio Parra Jácome & Maddalena Ripa & Alireza Taghdisian & Raúl Velasco-Fernández & Keith Matt, 2025. "Where’s the data? Challenges in characterizing the sustainability of socioecological systems," Sustainability Nexus Forum, Springer, vol. 33(1), pages 1-18, December.
    • Handle: RePEc:spr:sumafo:v:33:y:2025:i:1:d:10.1007_s00550-025-00571-3
    DOI: 10.1007/s00550-025-00571-3
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    1. Giampietro, Mario & Mayumi, Kozo & Ramos-Martin, Jesus, 2009. "Multi-scale integrated analysis of societal and ecosystem metabolism (MuSIASEM): Theoretical concepts and basic rationale," Energy, Elsevier, vol. 34(3), pages 313-322.
    2. Anna Lewandowska & Katarzyna Joachimiak-Lechman & Przemysław Kurczewski, 2021. "A Dataset Quality Assessment—An Insight and Discussion on Selected Elements of Environmental Footprints Methodology," Energies, MDPI, vol. 14(16), pages 1-23, August.
    3. Martin, Nick & Talens-Peiró, Laura & Villalba-Méndez, Gara & Nebot-Medina, Rafael & Madrid-López, Cristina, 2023. "An energy future beyond climate neutrality: Comprehensive evaluations of transition pathways," Applied Energy, Elsevier, vol. 331(C).
    4. Sarah Giest, 2017. "Big data analytics for mitigating carbon emissions in smart cities: opportunities and challenges," European Planning Studies, Taylor & Francis Journals, vol. 25(6), pages 941-957, June.
    5. Edgar Hertwich & Niko Heeren & Brandon Kuczenski & Guillaume Majeau†Bettez & Rupert J. Myers & Stefan Pauliuk & Konstantin Stadler & Reid Lifset, 2018. "Nullius in Verba: Advancing Data Transparency in Industrial Ecology," Journal of Industrial Ecology, Yale University, vol. 22(1), pages 6-17, February.
    6. Lea Püchel & Cancan Wang & Karin Buhmann & Tobias Brandt & Felizia Schweinitz & Laura Marie Edinger-Schons & Jan vom Brocke & Christine Legner & Elizabeth Teracino & Thomas Daniel Mardahl, 2024. "On the Pivotal Role of Data in Sustainability Transformations," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 66(6), pages 831-848, December.
    7. Lars Coenen & Bernhard Truffer, 2012. "Places and Spaces of Sustainability Transitions: Geographical Contributions to an Emerging Research and Policy Field," European Planning Studies, Taylor & Francis Journals, vol. 20(3), pages 367-374, March.
    8. Mirowski, Philip, 2011. "Science-Mart: Privatizing American Science," Economics Books, Harvard University Press, number 9780674046467, Spring.
    9. Jenny van der Arend, 2014. "Bridging the research/policy gap: policy officials' perspectives on the barriers and facilitators to effective links between academic and policy worlds," Policy Studies, Taylor & Francis Journals, vol. 35(6), pages 611-630, November.
    10. David Laner & Julia Feketitsch & Helmut Rechberger & Johann Fellner, 2016. "A Novel Approach to Characterize Data Uncertainty in Material Flow Analysis and its Application to Plastics Flows in Austria," Journal of Industrial Ecology, Yale University, vol. 20(5), pages 1050-1063, October.
    11. Juan Jesús Larrabeiti-Rodríguez & Raúl Velasco-Fernández, 2022. "Multi-scale integrated analysis of societal and ecosystem metabolism (MuSIASEM) revisited: synthesizing and updating the theoretical foundations," Revista de Economia Critica, Universidad Pablo de Olavide y Asociacion de Economia Critica, vol. 34, pages 44-68.
    12. Oliver Schwab & Ottavia Zoboli & Helmut Rechberger, 2017. "A Data Characterization Framework for Material Flow Analysis," Journal of Industrial Ecology, Yale University, vol. 21(1), pages 16-25, February.
    13. Ramos-Martín, Jesús & Cañellas-Boltà, Sílvia & Giampietro, Mario & Gamboa, Gonzalo, 2009. "Catalonia's energy metabolism: Using the MuSIASEM approach at different scales," Energy Policy, Elsevier, vol. 37(11), pages 4658-4671, November.
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