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Panarchy

Ripples of a Boundary Concept

Bibliographic Data

ID4239287
AuthorsJuan C Rocha, Juan Rocha (0000-0003-2322-5459, Stockholm Resilience Centre), Linda B Luvuno, Linda Luvuno (0000-0002-8096-4138, Stellenbosch University), Jesse T Rieb (0000-0003-1144-8743, McGill University), Erin T H Crockett (0000-0003-2645-7482, McGill University), Katja Malmborg (0000-0003-1660-4514, Stockholm Resilience Centre), M Schoon (0000-0003-2477-154X, Arizona State University), Glen D Peterson (0000-0003-0173-0112, Stockholm Resilience Centre), Garry D Peterson
Year2022
Volume27
Issue3
Publication date2022-01-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueConservation Ecology (JOURNAL)
Journal identifiersISSN: 1195-5449 • E-ISSN: 1708-3087
PublisherResilience Alliance (PUBLISHER • CA)
DOI10.5751/es-13374-270321
OpenAlexW4293451300
LanguageEN
Citations received2
References cited20

How do social-ecological systems change over time? In 2002 C. S. Holling and colleagues proposed the concept of panarchy, which presented social-ecological systems as an interacting set of adaptive cycles, each produced by the dynamic tensions between novelty and efficiency at multiple scales. Initially introduced as a conceptual framework and set of metaphors, panarchy has gained the attention of scholars across many disciplines, and its ideas continue to inspire further conceptual developments. Almost 20 years after this concept was introduced, we reviewed how it has been used, tested, extended, and revised, through the combination of qualitative methods and machine learning. Document analysis was used to code panarchy features common to the scientific literature (N = 42), a qualitative analysis that was complemented with topic modeling of 2177 documents. We found that the adaptive cycle is the feature of panarchy that has attracted the most attention. Challenges remain in empirically grounding the metaphor, but recent theoretical and empirical work offer some avenues for future research

Cognitive science · Data science · Epistemology · Management science · Metaphor · Novelty · Computer Science · Ecosystem dynamics and resilience · Engineering · Innovation, Sustainability, Human-Machine Systems · Psychology · Social Psychology · Sustainability and Ecological Systems Analysis

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    Open Access•Lianxiao Yao, Minghui Jin•Habitat International•2026

  • Using adaptive cycles and panarchy to understand processes of touristification and gentrification in Valencia, Spain

    Open Access•Shirley Nieuwland, Mariangela Lavanga et al.•Tourism Management•2025

  • Command and Control and the Pathology of Natural Resource Management

    Open Access•C S Holling, Gary K Meffe•Conservation Biology•1996

  • Text Mining Infrastructure in R

    Open Access•Ingo Feinerer, Kurt Hornik et al.•Journal of Statistical Software•2008

  • Finding scientific topics

    Open Access•Thomas L Griffiths, Mark Steyvers•Proceedings of the National…•2004

  • Sustainability Science

    Open Access•William C Clark, Alicia G Harley•Annual Review of Environment and…•2020

  • Topicmodels

    Open Access•Bettina Grün, Kurt Hornik•Journal of Statistical Software•2011

  • From Metaphor to Measurement

    Open Access•R Carpenter, Steve Carpenter et al.•Ecosystems•2001

  • Understanding the Complexity of Economic, Ecological, and Social Systems

    Open Access•C S Holling•Ecosystems•2001

  • Poverty Traps

    Karla Ruth Hoff, Samuel S Bowles et al.•Poverty Traps•2011

  • Resilience of Past Landscapes

    Open Access•Charles L Redman, Ann P Kinzig•Conservation Ecology•2003

  • Unpacking “Participation” in the Adaptive Management of Social–ecological Systems

    Open Access•L C Stringer, Andrew J Dougill et al.•Conservation Ecology•2006

  • The economic resilience of regions

    James Simmie, R Martins et al.•Cambridge Journal of Regions…•2010

  • Landscape change and resilience theory

    Open Access•John A Dearing•The Holocene•2008

  • Poor Economics. A Radical Rethinking of the Way to Fight Global Poverty

    Open Access•Francisco Javier Mato Díaz•European Journal of Development…•2012

  • Conceptualizing Cluster Evolution

    Ron Martins, Ron Martin et al.•Regional Studies•2011

  • Interlocking panarchies in multi-use boreal forests in Sweden

    Open Access•Jon Moen, E C H Keskitalo•Conservation Ecology•2010

  • Hot Spots and Hot Moments in Scientific Collaborations and Social Movements

    Open Access•John N Parker, E J Hackett•American Sociological Review•2012

  • Resilience, Adaptive Capacity, and the "Lock-in Trap" of the Western Australian Agricultural Region

    Open Access•Helen E Allison, Richard J Hobbs•Conservation Ecology•2004

  • A Synthesis of Current Approaches to Traps Is Useful But Needs Rethinking for Indigenous Disadvantage and Poverty Research

    Open Access•Yiheyis T Maru, Yiheyis Maru et al.•Conservation Ecology•2012

  • Rethinking the Galapagos Islands as a Complex Social-Ecological System

    Open Access•José A González, Carlos Montes et al.•Conservation Ecology•2008

  • Resilience (Republished)

    Open Access•Carl Folke•Conservation Ecology•2016

Unique citing works2
Citations per year2
Citation span2025 - 2026 (2)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 2

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