A database of relationships between Circular Economy Business Model patterns, actors, triggers, drivers, and rebound mechanisms. It serves as supplementary material for a 2026 academic paper and contains Excel, CSV, and R script files totaling 199.2 KB. The dataset was created by Daniel Guzzo and published on figshare.
Use Cases
- Mapping associations between 24 CEBM patterns and 26 rebound mechanism archetypes based on the documented relationships.
- Constructing visual taxonomies and network layouts based on the structural definitions of the four element classes.
- Generating Sankey and chord diagrams for systemic analysis using the provided R script.
- Investigating causal links between upstream/downstream value dimensions and rebound triggers/drivers.
Strengths
- The dataset is structured around a defined causal ontology and semantic network analysis framework.
- It integrates two primary knowledge sets: 24 industry-generic CEBM patterns and 34 complementary pattern cards, plus 26 archetypical rebound mechanism structures.
- The repository includes functional files for analysis, structure definition, and visualization (Excel, CSV, R script).
- It is openly licensed under CC-BY-4.0.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- The dataset is small (199.2 KB), indicating a limited scope focused on conceptual relationships rather than large-scale empirical data.
Provenance
- Source
- figshare
- Collection Method
- Interpretation-based semantic network analysis of state-of-the-art knowledge sets.
- Freshness
- Last updated 2026-05-22 13:05:52; freshness should be verified.