A 2019 review by Hayes et al. analyzes the objectives of Australia's Marine Park network and the types of questions and data analysis needed to address them. The work critically considers how monitoring program design influences the ability to answer these questions, using the Evidence Based Decision Making paradigm's strength of evidence hierarchy. It was published in Frontiers in Marine Science.
Use Cases
- Evaluating the adequacy of different monitoring design strategies based on the strength of evidence hierarchy mentioned in the description
- Identifying types of questions and data analysis methods that address marine park objectives as described
- Improving causal inference for conservation decisions using designs like cohort or case-control studies discussed in the text
- Applying propensity scores and structured expert judgment elicitation to strengthen evidence bases as suggested
Strengths
- Analysis is based on a published peer-reviewed scientific article from 2019
- Focuses on a specific, applied domain: Australia's Marine Park network
- Explicitly discusses practical design improvements like randomized spatially balanced sampling
Limitations
- Description metadata is limited; actual data quality requires manual inspection after download
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is unknown, which may limit suitability assessment
Provenance
- Source
- Australian Ocean Data Network
- Collection Method
- Review and analysis of monitoring program design within an Evidence Based Decision Making paradigm.
- Geography
- Australia's Marine Park network