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Co-producing climate change adaptation indicators with small Norwegian municipalities
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  • Published: 20 May 2026

Co-producing climate change adaptation indicators with small Norwegian municipalities

  • Lilo Henke1,
  • Eli Sandberg2,
  • Katrin Knoth1,
  • Ingjerd Risnes Davøen3,
  • Kyrre Groven4 &
  • …
  • Edvard Sivertsen5 

npj Climate Action (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Climate-change adaptation
  • Climate-change policy

Abstract

This study evaluates a co-production of knowledge (CPK) process for developing climate change adaptation (CCA) indicators for measuring and assessing adaptation progress tailored to diverse municipal contexts. The CPK process involved 10 small to medium-sized Norwegian municipalities and consisted of iterative cycles of municipal homework, joint workshops, and researcher-led revisions of an initial indicator set. Using a mixed-method evaluation framework, we assessed both the CPK process and four expected outcomes: usable and relevant indicators, cross-departmental collaboration, anchoring of CCA in municipal practice, and intermunicipal knowledge exchange. The results show improvements in indicator usability and municipal CCA knowledge, and modest gains in interdisciplinary collaboration. However, limited municipal resources, discontinuous participation, and weak political and institutional anchoring constrained longer-term outcomes. The study highlights key design considerations for CPK with resource-constrained local authorities, including a strong focus on engagement and familiarity early on, fostering cross-participant mentorship, and supporting long-term network building.

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Acknowledgements

L.H., E.Sa., K.K., E.Si. and K.G. disclose support for the research of this work from RFF Vestland (grant number 322875). L.H., E.Sa., K.K., E.Si. and I.D. disclose support for the research of this work from the Norwegian Environment Agency. The authors would like to thank the project partners for their insights on the research and the manuscript. The authors would also like to extend gratitude to Prof. Dr.-Ing. Birte Frommer, Luise Spieker, and the other participants in the Special Collection Writers Workshop for excellent discussions and feedback.

Author information

Authors and Affiliations

  1. SINTEF Community, Oslo, Norway

    Lilo Henke & Katrin Knoth

  2. Norwegian Armed Forces, Lillehammer, Norway

    Eli Sandberg

  3. Department of Technology and Safety, The Arctic University of Norway, Tromsø, Norway

    Ingjerd Risnes Davøen

  4. Vestlandsforsking, Sogndal, Norway

    Kyrre Groven

  5. SINTEF Community, Trondheim, Norway

    Edvard Sivertsen

Authors
  1. Lilo Henke
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  2. Eli Sandberg
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  3. Katrin Knoth
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  4. Ingjerd Risnes Davøen
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  5. Kyrre Groven
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  6. Edvard Sivertsen
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Corresponding author

Correspondence to Lilo Henke.

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The authors declare no competing interests.

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Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Cite this article

Henke, L., Sandberg, E., Knoth, K. et al. Co-producing climate change adaptation indicators with small Norwegian municipalities. npj Clim. Action (2026). https://doi.org/10.1038/s44168-026-00386-y

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  • Received: 21 November 2024

  • Accepted: 11 May 2026

  • Published: 20 May 2026

  • DOI: https://doi.org/10.1038/s44168-026-00386-y

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