Related Experiment Video
Updated: May 2, 2026

Watershed Planning within a Quantitative Scenario Analysis Framework
Published on: July 24, 2016
Quantifying causal mechanisms to determine how protected areas affect poverty through changes in ecosystem services
Paul J Ferraro1, Merlin M Hanauer
1Department of Economics, Andrew Young School of Policy Studies, Georgia State University, Atlanta, GA 30302.
Protected areas can reduce poverty, primarily through ecotourism benefits. Land-use changes and infrastructure improvements did not significantly impact poverty reduction in this study.
Area of Science:
- Environmental Policy
- Conservation Science
- Development Economics
Background:
- Understanding policy mechanisms is crucial for effective environmental policy.
- Empirical evidence on the mechanisms linking environmental policies to social outcomes is limited.
- Quantifying these mechanisms, particularly for protected areas and poverty, requires methodological development.
Purpose of the Study:
- To develop and apply an approach for quantifying the mechanisms through which protected areas affect poverty.
- To empirically estimate the contributions of ecotourism and ecosystem services to poverty alleviation.
- To investigate the roles of tourism, infrastructure, and ecosystem services in poverty reduction linked to protected areas.
Main Methods:
- Developed a quantitative approach to assess poverty reduction mechanisms.
- Focused on three key mechanisms: tourism/recreation, infrastructure development, and ecosystem services/foregone production.
- Utilized data from Costa Rican protected areas to empirically estimate causal links.
Main Results:
- Nearly two-thirds of poverty reduction was attributed to tourism opportunities created by protected areas.
- Protected areas did not significantly affect poverty through land cover changes (deforestation/regrowth) or infrastructure development on average.
- The study empirically estimated previously unidentified contributions of ecotourism to poverty alleviation.
Conclusions:
- Ecotourism is a significant mechanism through which protected areas can alleviate poverty.
- Conservation scientists and policymakers can use existing data and methods to understand human welfare impacts.
- Further research is needed to explore unobserved or other mechanisms linking conservation to poverty reduction.
More Related Videos
Related Concept Videos
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Causality in Epidemiology
Habitat Fragmentation
Manipulation and Analysis
Methods to Assess Microbial Communities
Mechanistic Models: Compartment Models in Individual and Population Analysis

