Empirical drivers and corresponding framework design implications
| Empirical finding | Evidence source | Design implication |
|---|---|---|
| Low digital readiness | Survey | Phased PdM implementation |
| High HVAC system criticality | Survey | Asset prioritisation |
| Skills and expertise gaps | Survey and interviews | Interpretable analytics |
| Dependence on existing workflows | Interviews | Decision-support orientation |
| Cost sensitivity | Survey | Modular and scalable design |
| Empirical finding | Evidence source | Design implication |
|---|---|---|
| Low digital readiness | Survey | Phased PdM implementation |
| High | Survey | Asset prioritisation |
| Skills and expertise gaps | Survey and interviews | Interpretable analytics |
| Dependence on existing workflows | Interviews | Decision-support orientation |
| Cost sensitivity | Survey | Modular and scalable design |
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