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topics:replication_and_scaling [2026/03/19 14:25] – ↷ Links adapted because of a move operation admintopics:replication_and_scaling [2026/04/02 12:08] (current) – admin
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-[[playground:transition_-_transformation]]+<WRAP catbadge purple>Governance, Innovation & Change 
 +</WRAP>
  
-====== Replication and Scaling ======+====== Replication and scaling ======
  
-===== What does replication mean in the context of Smart Grid Transition? =====+<WRAP meta> 
 +lead-authors: [Name] 
 +contributors: [Names] 
 +reviewers: [Names] 
 +version: 0.4 
 +updated: 25 March 2026 
 +sensitivity: low 
 +status: draft 
 +ai-use: Claude Sonnet 4.6 (Anthropic) was used for editorial revision, reference verification, and formatting; to be reviewed 
 +</WRAP>
  
-===== What are forms of scaling? ===== +<WRAP intro> 
-  * up-scaling +This topic is part of the ISGAN Wiki and is currently being developed. You can contribute directly by clicking the edit button, or use the [[about:newtopic|Topic Builder]] for guided input. A confirmed wiki account is required. Register and allow up to three days for admin confirmation. Before contributing, read the [[about:guidelines|ISGAN Wiki Editorial Guidelines]]. 
-  * wide-scaling +</WRAP>
-  * down-scaling +
-  * ....+
  
-===== What do different concepts mean in the context of acceleration of transition? =====+<WRAP insight> 
 +Scaling has many forms, where replication, deepening, and systemic embedding each describe a different way a successful initiative extends its impact. 
 +</WRAP>
  
-{{:amplification_frameworks_scaling.jpg?800|}}+===== Why this matters =====
  
-[Source: Lam, D.P.M., Martín-López, B., Wiek, A., Bennett, E.M., Frantzeskaki, N., Horcea-Milcu, A.I., Lang, D.J., 2020. Scaling the impact of sustainability initiatives: a typology of amplification processes. Urban Transformations 2, 3. https://doi.org/10.1186/s42854-020-00007-9]+<WRAP callout> 
 +[To be drafted] 
 +</WRAP>
  
 +===== Shared definitions =====
 +
 +Scaling refers to processes through which successful sustainability initiatives extend their impact beyond the original context. In smart grid transitions, scaling is relevant for pilot projects, regulatory experiments, and community energy initiatives that demonstrate viability in one context but need to reach broader uptake to contribute to systemic change. Replication is one specific scaling process — the transfer of a model or approach to a new location or population — but it is not the only one.
 +
 +Lam et al. (2020) synthesise six amplification frameworks from the sustainability transitions literature and identify a set of amplification processes through which initiatives increase their impact.((Lam, D. P. M., Martín-López, B., Wiek, A., Bennett, E. M., Frantzeskaki, N., Horcea-Milcu, A. I., & Lang, D. J. (2020). Scaling the impact of sustainability initiatives: A typology of amplification processes. //Urban Transformations//, 2, 3. https://doi.org/10.1186/s42854-020-00007-9)) The table below consolidates these into a cross-framework overview:
 +
 +<WRAP tablecap>
 +**Table 1.** Amplification processes across six sustainability transition frameworks.\\
 +//Source: Lam et al. (2020), Fig. 1. Asterisked processes not used in analysis as they do not focus specifically on increasing impact.//
 +</WRAP>
 +
 +^ Framework ^ Sustainability initiative type ^ Amplification processes ^
 +| **Strategies for social innovation** (Moore et al., 2015) | Social innovations | Scaling out · Scaling up · Scaling deep · Cross-cutting* |
 +| **Seeds of a good Anthropocene** (Bennett et al., 2016) | Seeds | Scale up · Scale out · Scale deep |
 +| **Scale dynamics** (Hermans et al., 2016) | Grassroots innovations | Outscaling · Upscaling |
 +| **Acceleration mechanisms** (Gorissen et al., 2018) | Transition initiatives | Replicating · Partnering* · Upscaling · Instrumentalising* · Embedding |
 +| **Transition management** (Rotmans & Loorbach, 2008) | Transition experiments | Deepening · Broadening · Scaling up |
 +| **Strategic niche management** (Naber et al., 2017) | Transition experiments | Growing · Replication · Accumulation* · Transformation |
 +
 +The three most consistent processes across frameworks are scaling out (reaching more people or places with the same model), scaling up (influencing policy and institutional frameworks), and scaling deep (changing cultural norms, values, and relationships). These imply different intervention logics and different timeframes.
 +
 +===== Perspectives =====
 +
 +<WRAP perspectives>
 +==== Actors and stakeholders ====
 +
 +==== Technologies and infrastructure ====
 +
 +==== Institutional structures ====
 +
 +</WRAP>
 +
 +===== Distinctions and overlaps =====
 +
 +<WRAP distinction>
 +**Replication vs. scaling** \\
 +Replication transfers a specific model or approach to a new context. Scaling is the broader category encompassing replication alongside deepening, upscaling toward policy change, and systemic embedding. A project can replicate without scaling if the copies remain isolated. Scaling requires that the cumulative impact of multiple initiatives changes the surrounding institutional or social environment.
 +</WRAP>
 +
 +<WRAP distinction>
 +**Scaling vs. transition** \\
 +Scaling describes how individual initiatives extend their reach. Transition describes the systemic reconfiguration of the regime as a whole. Scaling processes are one mechanism through which niche innovations contribute to transitions, but transition also depends on regime destabilisation and landscape pressure that no single initiative controls. See [[topics:transitions|Transitions]].
 +</WRAP>
 +
 +===== Related topics =====
 +
 +[[topics:transitions|Transitions]] · [[topics:transition_pathways|Transition pathways]] · [[topics:innovation|Innovation]] · [[topics:innovation_policy|Innovation policy]] · [[topics:regulatory_sandbox|Regulatory sandbox]] · [[topics:readiness|Readiness]]
 +
 +===== Topic notes =====
 +
 +**Content notes from source material:**
 +  * The original figure (amplification_frameworks_scaling.jpg) has been converted to Table 1 as suggested in the source notes.
 +  * The question prompts in the source — what does replication mean for smart grids? what are forms of scaling? — are addressed in the Shared definitions section but need further development with smart-grid-specific examples in the perspectives.
 +  * Merge flag for transition: content integrated via related topics and distinctions rather than merged.
  
-~~DISCUSSION|Discussion Section~~