Figure 4
The image presents a conceptual coding framework that traces selected evidence from stakeholder quotes on cataract care operations in Africa through progressively abstracted analytical levels. The layout flows horizontally across four columns. The first column displays quotes from participants such as health officers and logistics staff. These quotes are then coded into first-order concepts in the second column, which include phrases such as availability of local resources, customs bottlenecks and weather impact. These are grouped into second-order themes in the third column including resource availability, governmental support, local regulations, ecological environment and demographic development. Finally, the rightmost column organises these themes into three overarching aggregate dimensions: central resource governance, regulatory support and environmental regeneration. These dimensions are linked to poly-rhythmicity and serve as antecedents to system ecosystem resilience in the context studied. The diagram is highly structured and helps visualise the chain of abstraction from field data to conceptual constructs.Data structure (continued)
Source: Authors’ own work