Societal impact assessment
Abundance Potential
Climate-health workshop maps gaps in training, policy and data
Assessment takeaway
Unknown · insufficient evidence
The target is the workshop and its priority map, not the interventions it recommends. The study supports a limited scientific-capability contribution from structured priority setting. Broader societal benefits remain conditional and unmeasured, while participation gaps and low or limited consensus constrain interpretation.
This describes conditional potential, not a probability or measured outcome. Unknown values are not zero, and harms are not subtracted from the total.
Assessment scope
- Development
- The two-phase participatory workshop and resulting priority map for climate-health workforce training, public policy and governance, and data systems.
- Baseline
- Climate-health planning conditions represented in the study’s identified training, governance, financing, and data gaps; the study provides no quantified pre-workshop baseline.
- Population
- Climate-health planners and health systems in Latin America and the Caribbean, with potential downstream relevance to the populations they serve.
- Geography
- Latin America and the Caribbean. The findings mainly reflect urban Latin American institutions and have limited direct Caribbean representation.
- Target assumptions
- The priority map contributes to abundance only if decision makers use it to guide locally adapted action and if those actions are funded and effective. The workshop itself is not evidence of improved health or access.
Five dimensions
- Human wellbeing
- Unknown · The study reports stakeholder priorities, not health outcomes or the effects of interventions based on those priorities. Sources: evidence-1629
- Affordability and access
- Unknown · Financing and access-related challenges were identified, but the study does not evaluate costs, service access, or changes in affordability. Sources: evidence-1627, evidence-1630
- Reach and fairness
- Unknown · The study documents representation gaps but does not establish whether the priority map improves reach or fairness for affected groups. Sources: evidence-1631, evidence-1632
- Environment and resources
- Unknown · The workshop concerns climate and health planning, but provides no evidence of environmental or resource-use effects. Sources: evidence-1629
- Scientific capability
- 1/4 · The workshop produced a structured, cross-domain map of stakeholder priorities that can inform further climate-health research and planning. This is a limited contribution: the results are rankings rather than tested interventions, agreement varied, and the data-axis analysis involved only 10 participants. Sources: evidence-1625, evidence-1628, evidence-1629
Evidence, confidence and timing
Evidence maturity
Finding: Prototype pilot. A two-phase participatory prioritization exercise was completed and produced findings, but the data-axis results were explicitly indicative and the exercise does not establish intervention effects.
Societal benefit: Early speculative. Benefits depend on later use of the priorities in policy and implementation; the supplied evidence describes stakeholder input and does not show resulting societal outcomes.
Confidence: Low. Confidence in conditional societal benefit is low because the study measures participant priorities rather than effects, policy agreement was very low, the data-axis sample was small, and community representation fell sharply between phases.
Conditional time horizon: Unknown. The evidence does not describe an adoption pathway or timeline; any benefit would depend on future decisions and implementation.
Possible benefits
- If decision makers use it, the priority map could help direct future research and planning toward workforce training, governance, and climate-health data gaps. The study does not show that this use occurred or improved outcomes. Sources: evidence-1625, evidence-1629, evidence-1630
- Coordinated action informed by the mapped links among training, policy, financing, and data could support climate-health preparedness, conditional on local adaptation and effective implementation. Sources: evidence-1630
Risks and possible harms
- Using the final rankings as a full account of community priorities risks reproducing the study’s participation imbalance: community and social leaders fell from 11 participants in the first phase to one in the second. Affected groups: Community and social leaders, grassroots organizations, and local communities Sources: evidence-1631
- Treating the policy ranking as a uniform regional prescription risks misfitting varied governance contexts; agreement in that area was very low. Affected groups: Health institutions, policymakers, and communities across differing regional contexts Sources: evidence-1627
- Overreliance on the data-axis ranking could give a small, indicative sample undue influence in planning. Affected groups: Climate-health data institutions and the communities affected by decisions based on those priorities Sources: evidence-1628
Distribution and adoption
Who might be excluded
- Caribbean health institutions and policymakers had limited direct representation, so the findings should not be generalized to Caribbean Small Island Developing States without substantial caveats. Sources: evidence-1632
- Community and social leaders were substantially underrepresented in the final prioritization phase relative to the first phase. Sources: evidence-1631
Adoption barriers
- The study identifies weak policy mandates and limited financing for continuing education as barriers to addressing workforce training gaps. Sources: evidence-1630
- Fragmented institutions and limited technical capacity complicate improvements to climate-health data systems. Sources: evidence-1630
- Low agreement on policy priorities and varied regional governance contexts limit the case for a single uniform response. Sources: evidence-1627
Assumptions and conditions that could change the assessment
- The priority map is used in decisions and leads to locally adapted, funded action; the study does not demonstrate either step. Sources: evidence-1629, evidence-1630
- Applying the findings beyond the represented participants requires attention to local differences and the study’s limited Caribbean and community representation. Sources: evidence-1631, evidence-1632
- Broader validation with community participants and Caribbean institutions could strengthen or alter confidence in the regional priorities. Sources: evidence-1631, evidence-1632
- Evidence that actions based on the priorities were adopted and improved health, access, fairness, or resource outcomes would support scoring those currently unknown dimensions. Sources: evidence-1629, evidence-1630
Citations
- evidence-1625 · Climate health action in Latin America and the Caribbean: Priorities identified through a multi-stakeholder engagement process · G; i; n; a; ; P; o; l; o; ; I; n; f; a; n; t; e · 10.1371/journal.pclm.0000868 · Captured publisher article text · Open source
- evidence-1627 · Climate health action in Latin America and the Caribbean: Priorities identified through a multi-stakeholder engagement process · G; i; n; a; ; P; o; l; o; ; I; n; f; a; n; t; e · 10.1371/journal.pclm.0000868 · Captured publisher article text · Open source
- evidence-1628 · Climate health action in Latin America and the Caribbean: Priorities identified through a multi-stakeholder engagement process · G; i; n; a; ; P; o; l; o; ; I; n; f; a; n; t; e · 10.1371/journal.pclm.0000868 · Captured publisher article text · Open source
- evidence-1629 · Climate health action in Latin America and the Caribbean: Priorities identified through a multi-stakeholder engagement process · G; i; n; a; ; P; o; l; o; ; I; n; f; a; n; t; e · 10.1371/journal.pclm.0000868 · Captured publisher article text · Open source
- evidence-1630 · Climate health action in Latin America and the Caribbean: Priorities identified through a multi-stakeholder engagement process · G; i; n; a; ; P; o; l; o; ; I; n; f; a; n; t; e · 10.1371/journal.pclm.0000868 · Captured publisher article text · Open source
- evidence-1631 · Climate health action in Latin America and the Caribbean: Priorities identified through a multi-stakeholder engagement process · G; i; n; a; ; P; o; l; o; ; I; n; f; a; n; t; e · 10.1371/journal.pclm.0000868 · Captured publisher article text · Open source
- evidence-1632 · Climate health action in Latin America and the Caribbean: Priorities identified through a multi-stakeholder engagement process · G; i; n; a; ; P; o; l; o; ; I; n; f; a; n; t; e · 10.1371/journal.pclm.0000868 · Captured publisher article text · Open source