Protected areas reduced poverty in Costa Rica and Thailand
Open accessAbstract
As global efforts to protect ecosystems expand, the socioeconomic impact of protected areas on neighboring human communities continues to be a source of intense debate. The debate persists because previous studies do not directly measure socioeconomic outcomes and do not use appropriate comparison groups to account for potential confounders. We illustrate an approach using comprehensive national datasets and quasi-experimental matching methods. We estimate impacts of protected area systems on poverty in Costa Rica and Thailand and find that although communities near protected areas are indeed substantially poorer than national averages, an analysis based on comparison with appropriate controls does not support the hypothesis that these differences can be attributed to protected areas. In contrast, the results indicate that the net impact of ecosystem protection was to alleviate poverty.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Previous studies suggest that both the rate of land-use change and the growth of human populations can be fastest near protected area boundaries.
“Previous studies suggest that both the rate of landuse change and the growth of human populations can be fastest near protected area boundaries ( 13 -16 ), which accelerate the rate of edge degradation through increased livestock production, crop cultivation, and extraction of natural resources such as charcoal and bushmeat.”
From Cross-boundary human impacts compromise the Serengeti-Mara ecosystem (2019) · cites this paper as [16]
The References list a study titled “Accelerated human population growth at protected area edges,” and the note following the paper discusses that study’s population-growth result. But this paper’s Results find no significant population-growth effect in Costa Rica or Thailand, and its Discussion does not say that land-use change is fastest near protected-area boundaries. No page numbers are available in our copy. (LLM, conf=0.78)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference
Ho, D. E., Imai, K., King, G., & Stuart, E. (2007) · Political Analysis · doi:10.1093/pan/mpl013 · Cited by 4,411 · see citing works
Large sample properties of matching estimators for average treatment effects
Abadie, A., & Imbens, G. W. (2006) · Econometrica · doi:10.1111/j.1468-0262.2006.00655.x · Cited by 2,908 · see citing works
Millennium Ecosystem Assessment
Sadler, B., & Dalal-Clayton, B. (2012) · Routledge eBooks · doi:10.4324/9781849772631-19 · Cited by 2,621 · see citing works
Rosenbaum, P. R. (2002) · Springer series in statistics · doi:10.1007/978-1-4757-3692-2 · Cited by 2,414 · see citing works
The need for evidence-based conservation
Sutherland, W. J., Pullin, A. S., Dolman, P. M., & Knight, T. M. (2004) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2004.03.018 · Cited by 1,822 · see citing works
Effectiveness of Parks in Protecting Tropical Biodiversity
Bruner, A., Gullison, R. E., Rice, R. E., & da Fonseca, G. A. B. (2001) · Science · doi:10.1126/science.291.5501.125 · Cited by 1,708 · see citing works
Parks and Peoples: The Social Impact of Protected Areas
West, P., Igoe, J., & Brockington, D. (2006) · Annual Review of Anthropology · doi:10.1146/annurev.anthro.35.081705.123308 · Cited by 1,584 · see citing works
Sekhon, J. S. (2011) · Journal of Statistical Software · doi:10.18637/jss.v042.i07 · Cited by 1,521 · see citing works
Biodiversity Conservation and the Eradication of Poverty
Adams, W. M., Aveling, R., Brockington, D., Dickson, B., Elliott, J. E., Hutton, J. M., Roe, D., Vira, B., & Wolmer, W. (2004) · Science · doi:10.1126/science.1097920 · Cited by 1,364 · see citing works
Money for Nothing? A Call for Empirical Evaluation of Biodiversity Conservation Investments
Ferraro, P. J., & Pattanayak, S. K. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040105 · Cited by 1,319 · see citing works
Self-citationModelling conservation in the Amazon basin
Soares-Filho, B. S., Nepstad, D. C., Curran, L. M., Cerqueira, G. C., Garcia, R. A., Ramos, C. A., Voll, E., Pittman, A. M., Lefebvre, P., & Schlesinger, P. (2006) · Nature · doi:10.1038/nature04389 · Cited by 1,266 · see citing works
THE ROLE OF PROTECTED AREAS IN CONSERVING BIODIVERSITY AND SUSTAINING LOCAL LIVELIHOODS
Naughton‐Treves, L., Holland, M. B., & Brandon, K. E. (2005) · Annual Review of Environment and Resources · doi:10.1146/annurev.energy.30.050504.164507 · Cited by 1,221 · see citing works
Self-citationConservation Planning for Ecosystem Services
Chan, K. M. A., Shaw, M. R., Cameron, D. R., Underwood, E. C., & Daily, G. C. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040379 · Cited by 1,173 · see citing works
Measuring the effectiveness of protected area networks in reducing deforestation
Andam, K. S., Ferraro, P. J., Pfaff, A. S. P., Sánchez-Azofeifa, A. G., & Robalino, J. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0800437105 · Cited by 1,029 · see citing works
Self-citationLowland Forest Loss in Protected Areas of Indonesian Borneo
Curran, L. M., Trigg, S. N., Pittman, A. M., Astiani, D., Hardiono, Y. M., Siregar, P., Caniago, I., & Kasischke, E. S. (2004) · Science · doi:10.1126/science.1091714 · Cited by 853 · see citing works
Changing Governance of the World's Forests
Agrawal, A., Chhatre, A., & Hardin, R. (2008) · Science · doi:10.1126/science.1155369 · Cited by 841 · see citing works
Accelerated Human Population Growth at Protected Area Edges
Wittemyer, G., Elsen, P., Bean, W. T., Burton, A. C. O., & Brashares, J. S. (2008) · Science · doi:10.1126/science.1158900 · Cited by 731 · see citing works
Ecological Degradation in Protected Areas: The Case of Wolong Nature Reserve for Giant Pandas
Liu, J., Linderman, M., Ouyang, Z., An, L., Yang, J., & Zhang, H. (2001) · Science · doi:10.1126/science.1058104 · Cited by 724 · see citing works
On the protection of “protected areas”
Joppa, L., Loarie, S. R., & Pimm, S. L. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0802471105 · Cited by 519 · see citing works
Tropical Forests and Climate Policy
Gullison, R. E., Frumhoff, P. C., Canadell, J. G., Field, C. B., Nepstad, D. C., Hayhoe, K., Avissar, R., Curran, L. M., Friedlingstein, P., JONES, C. D., et al. (2007) · Science · doi:10.1126/science.1136163 · Cited by 499 · see citing works
Issues in Measuring and Modelling Poverty
Ravallion, M. D. (1996) · The Economic Journal · doi:10.2307/2235525 · Cited by 482 · see citing works
Who should pay for tropical conservation, and how could the costs be met?
Balmford, A. P., & Whitten, T. (2003) · Oryx · doi:10.1017/s0030605303000413 · Cited by 422 · see citing works
Conservation, Human Rights, and Poverty Reduction
Brockington, D., Igoe, J., & Schmidt–Soltau, K. (2006) · Conservation Biology · doi:10.1111/j.1523-1739.2006.00335.x · Cited by 369 · see citing works
Land-Use Allocation Protects the Peruvian Amazon
Oliveira, P. J. C., Asner, G. P., Knapp, D., Zambrano, A. M. A., Galván-Gildemeister, R., Keene, S. M., Raybin, R. F., & Smith, R. C. G. (2007) · Science · doi:10.1126/science.1146324 · Cited by 368 · see citing works
Poverty and biodiversity: Measuring the overlap of human poverty and the biodiversity hotspots
Fisher, B., & Christopher, T. (2006) · Ecological Economics · doi:10.1016/j.ecolecon.2006.05.020 · Cited by 361 · see citing works
Biodiversity Conservation and the Millennium Development Goals
Sachs, J. D., BAILLIE, J. E. M., Sutherland, W. J., Armsworth, P. R., Ash, N., Beddington, J. R., Blackburn, T. M., Collen, B., Gardiner, B., Gaston, K. J., et al. (2009) · Science · doi:10.1126/science.1175035 · Cited by 269 · see citing works
Predicting the Location of Deforestation: The Role of Roads and Protected Areas in North Thailand
Cropper, M. L., Puri, J., & Griffiths, C. W. (2001) · Land Economics · doi:10.2307/3147088 · Cited by 268 · see citing works
Reassessing the forest impacts of protection
Joppa, L., & Pfaff, A. S. P. (2010) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2009.05162.x · Cited by 235 · see citing works
Ecosystems and human well-being : policy responses
Chopra, K., Leemans, R., Kumar, P., et al. (2005) · Socio-Environmental Systems Modeling · Cited by 218 · see citing works
Ferraro, P. J. (2002) · Ecological Economics · doi:10.1016/s0921-8009(02)00219-7 · Cited by 203 · see citing works
Self-citationPoverty, Development, And Biodiversity Conservation: Shooting in the Dark?
Agrawal, A., & Redford, K. H. (2006) · Cited by 200 · see citing works
Mittelmark, M. B. (2009) · Global Health Promotion · doi:10.1177/1757975909348140 · Cited by 187 · see citing works
Wilkie, D. S., Morelli, G. A., Demmer, J., Starkey, M. P., Telfer, P., & Steil, M. (2006) · Conservation Biology · doi:10.1111/j.1523-1739.2005.00291.x · Cited by 183 · see citing works
On the Failure of the Bootstrap for Matching Estimators
Abadie, A., & Imbens, G. W. (2006) · National Bureau of Economic Research · doi:10.3386/t0325 · Cited by 162 · see citing works
On Population Growth Near Protected Areas
Joppa, L., Loarie, S. R., & Pimm, S. L. (2009) · PLoS ONE · doi:10.1371/journal.pone.0004279 · Cited by 134 · see citing works
Determinants of Deforestation and the Economics of Protection: An Application to Mexico
Deininger, K., & Minten, B. (2002) · American Journal of Agricultural Economics · doi:10.1111/1467-8276.00359 · Cited by 134 · see citing works
Can protected areas contribute to poverty reduction? Opportunities and limitations.
Scherl, L. M., Wilson, A., Wild, R., Blockhus, J. M., Franks, P., McNeely, J. A., & McShane, T. O. (2004) · Cited by 112 · see citing works
Campbell, A., Coad, L., & Miles, L. (2008) · Biodiversity Heritage Library (Smithsonian Institution) · Cited by 96 · see citing works
de Sherbinin, A. (2008) · Oryx · doi:10.1017/s0030605308000781 · Cited by 86 · see citing works
Can Protected Areas Contribute to Poverty Reduction?
Scherl, L. M., Wilson, A., Wild, R., & Blockhus, J. M. (2004) · IUCN eBooks · doi:10.2305/iucn.ch.2005.6.en · Cited by 84 · see citing works
Are poverty and protected area establishment linked at a national scale?
Upton, C., Ladle, R. J., Hulme, D., et al. (2007) · Oryx · doi:10.1017/s0030605307001044 · Cited by 67 · see citing works
Conservation and Development: Evidence from Thai Protected AreasPreprint
Sims, K. R. E. (2010) · SSRN Electronic Journal · doi:10.2139/ssrn.1567833 · Cited by 66 · see citing works
Self-citationDoes Public Lands Policy Affect Local Wage Growth?
Lewis, D. J., Hunt, G. L., & Plantinga, A. J. (2003) · Growth and Change · doi:10.1111/1468-2257.00199 · Cited by 65 · see citing works
Development and Conservation Goals in World Bank Projects
Kareiva, P., Chang, A., & Marvier, M. (2008) · Science · doi:10.1126/science.1162756 · Cited by 59 · see citing works
Household Consumption and Natural Resource Management around National Parks in Zambia
Bandyopadhyay, S., & Tembo, G. (2010) · Journal of Natural Resources Policy Research · doi:10.1080/19390450903350838 · Cited by 59 · see citing works
A comparison of determinants of urban, rural and farm poverty in Costa Rica
Rodrı́guez, A. G., & Smith, S. M. (1994) · World Development · doi:10.1016/0305-750x(94)90054-x · Cited by 58 · see citing works
(2008) · African statistical yearbook · doi:10.18356/1c380eba-en-fr · Cited by 40 · see citing works
Estimating poverty over time and space: Construction of a time-variant poverty index for Costa RicaPreprint
Cavatassi, R., Davis, B., Lipper, L., et al. (2004) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.23791 · Cited by 29 · see citing works
A comparison of determinants of urban, rural and farm poverty in Costa Rica
Rodrı́guez, A. G., & Smith, S. M. (1994) · World Development · doi:10.1016/0305-750x(94)90129-5 · Cited by 28 · see citing works
Healy, A., & Jitsuchon, S. (2007) · Journal of Asian Economics · doi:10.1016/j.asieco.2007.05.004 · Cited by 24 · see citing works
Self-citationCuddly animals don't persuade poor people to back conservation
Meijaard, E., & Sheil, D. (2008) · Nature · doi:10.1038/454159b · Cited by 23 · see citing works
Estimating Poverty Over Time and Space: Construction of a Time-Variant Poverty Index for Costa RicaPreprint
Cavatassi, R., Davis, B., & Lipper, L. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3307565 · Cited by 22 · see citing works
A balance between protected lands and population growth
Shoo, L. P. (2008) · ResearchOnline at James Cook University (James Cook University) · Cited by 8 · see citing works
Lessons to be learned about migration around protected areas
Igoe, J., Brockington, D., Randall, S., et al. (2008) · Research Explorer (The University of Manchester) · doi:10.25405/ncl.34085067 · Cited by 8 · see citing works
Sources and Pro-Poorness of Thailand's Economic Growth* ♦Preprint
Jitsuchon, S. (2006) · RePEc: Research Papers in Economics · Cited by 5 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [16]World Parks Congress (WPC) The Durban Accord. 2003 Available at cmsdata.iucn.org/downloads/durbanaccorden.pdf. Accessed September 7, 2009. [Google Scholar]
- [46]Robalino J, Villalobos-Fiatt L. Conservation Policies and Labor Markets: Unraveling the Effects of National Parks on Wages in Costa Rica. Washington, DC: Resources for the Future; 2010. Environment for Development Discussion Paper Series EfD 10-02. [Google Scholar]
Cited by
Sorted by citations
Natural capital and ecosystem services informing decisions: From promise to practice
Guerry, A. D., Polasky, S., Lubchenco, J., Chaplin-Kramer, R., Daily, G. C., Griffin, R., Ruckelshaus, M., Bateman, I. J., Duraiappah, A., Elmqvist, T., et al. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1503751112 · Cited by 1,017 · see citing works
Porter-Bolland, L., Ellis, E. A., Guariguata, M. R., Ruiz-Mallén, I., Negrete-Yankelevich, S., & Reyes-García, V. (2012) · Forest Ecology and Management · doi:10.1016/j.foreco.2011.05.034 · Cited by 755 · see citing works
Forest bolsters bird abundance, pest control and coffee yield
Karp, D. S., Mendenhall, C. D., Sandí, R. F., Chaumont, N., Ehrlich, P. R., Hadly, E. A., & Daily, G. C. (2013) · Ecology Letters · doi:10.1111/ele.12173 · Cited by 432 · see citing works
Cross-boundary human impacts compromise the Serengeti-Mara ecosystem
Veldhuis, M. P., Ritchie, M. E., Ogutu, J. O., Morrison, T. A., Beale, C. M., Estes, A. B., Mwakilema, W., Ojwang, G. O., Parr, C. L., Probert, J., et al. (2019) · Science · doi:10.1126/science.aav0564 · Cited by 265 · see citing works
Human well-being impacts of terrestrial protected areas
Pullin, A. S., Bangpan, M., Dalrymple, S., Dickson, K., Haddaway, N. R., Healey, J. R., Hauari, H., Hockley, N., Jones, J. P. G., Knight, T., et al. (2013) · Environmental Evidence · doi:10.1186/2047-2382-2-19 · Cited by 228 · see citing works
Naughton-Treves, L., Alix-Garcia, J., & Chapman, C. A. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1013332108 · Cited by 174 · see citing works
- Authors
- Andam, K. S., Ferraro, P. J., Sims, K. R. E., Healy, A., & Holland, M. B.
- Affiliations
- International Food Policy Research Institute (US)
- Georgia State University (US)
- Amherst College (US)
- Loyola Marymount University (US)
- Conservation International (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2010-05-24
- Volume
- 107
- Issue
- 22
- Pages
- 9996-10001
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC2890456
- OpenAlex
- W2069792774
- Cited by
- 486
- References
- 55
- Citations by year
- 2026: 18 · 2025: 15 · 2024: 21 · 2023: 34 · 2022: 38 · 2021: 28 · 2020: 32 · 2019: 54 · 2018: 33 · 2017: 22 · 2016: 35 · 2015: 42 · 2014: 33 · 2013: 32 · 2012: 20
- FWCI
- 22.97
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- IFPRI E-brary (International Food Policy Research Institute) (submittedVersion)
- CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research) (submittedVersion, other-oa)
- International Food Policy Research Institute (International Food Policy Research Institute) (submittedVersion)
- Maryland Shared Open Access Repository (USMAI Consortium) (submittedVersion)
- Digital Repository at the University of Maryland (University of Maryland College Park)
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Conservation, Biodiversity, and Resource Management
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Socioeconomics of Resources and Conservation
- Physical Sciences › Environmental Science › Global and Planetary Change › Land Use and Ecosystem Services
- Keywords
- protected areas, poverty reduction, ecosystem conservation, comparison groups, Costa Rica, Thailand
- MeSH terms
- Conservation of Natural Resources, Costa Rica, Humans, Poverty, Poverty Areas, Public Policy, Thailand, Ecosystem, Models, Economic, Biodiversity
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review