Evidence map›Paper›PMID 42191695›Full record

ArticleNature communications2026

Distributional effects of marine conservation on coastal livelihoods in Eastern Indonesia.

Duong Trung Le, Gabby N Ahmadia, Indah Anggriyani Ratih, Kelly Claborn, Estradivari, Muhammad Erdi Lazuardi, Dariani Matualage, Phillip M Mohebalian, Hellen Nanlohy, Ni Kadek Sri Pusparini and 7 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Duong Trung LeThe World Bank, Washington, DC, USA. dle6@worldbank.org.ORCID 0000-0002-0405-4271
Gabby N AhmadiaWorld Wildlife Fund-U.S., Washington, DC, USA.
Indah Anggriyani RatihUniversitas Papua, Manokwari, Papua Barat, Indonesia.
Kelly ClabornWorld Wildlife Fund-U.S., Washington, DC, USA.
EstradivariLeibniz Center for Tropical Marine Research, Bremen, Germany.
Muhammad Erdi LazuardiWorld Wildlife Fund-Indonesia, Bali, Indonesia.
Dariani MatualageUniversitas Papua, Manokwari, Papua Barat, Indonesia.ORCID 0009-0001-9791-2086
Phillip M MohebalianWorld Wildlife Fund-U.S., Washington, DC, USA.
Hellen NanlohyUniversitas Pattimura, Ambon, Indonesia.
Ni Kadek Sri PuspariniWildlife Conservation Society, Bogor, Jawa Barat, Indonesia.
Ranaivo RasolofosonDuke University, Beaufort, NC, USA.ORCID 0000-0002-8940-6458
Kezia E SalossoUniversitas Papua, Manokwari, Papua Barat, Indonesia.
Natelda R TimiselaUniversitas Pattimura, Ambon, Indonesia.
Fitryanti PakidingUniversitas Papua, Manokwari, Papua Barat, Indonesia.ORCID 0000-0003-1148-252X
Louise GlewWorld Wildlife Fund-U.S., Washington, DC, USA.
Michael B MasciaDuke University, Beaufort, NC, USA.ORCID 0000-0002-9874-9778
David GillDuke University, Beaufort, NC, USA.ORCID 0000-0002-7550-1761

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Marine protected areas (MPAs) are widely adopted to conserve marine biodiversity, yet their distributional impacts on resource-dependent communities remain underexplored. This study investigates socioeconomic inequality linked to MPAs in eastern Indonesia using a quasi-experimental design and multi-round household surveys of over 10,000 households across 180 coastal settlements in 10 MPAs (2010-2017). We assess poverty through objective (asset-based index) and subjective (perceived economic trends) measures. Findings reveal overall poverty reduction and persistent pre-existing inequalities by gender, age, occupation, and tenure rights. MPAs did not cause short-term economic losses or widen objective inequality but constrained perceived economic improvement, particularly among female-headed households. Community engagement moderated these effects: gender disparities were greater where female participation in groups was low. These findings suggest that promoting inclusive participation can help ensure more equitable conservation outcomes.

Indexed as

Conservation of Natural ResourcesBiodiversityFamily CharacteristicsFemaleHumansIndonesiaMalePovertySocioeconomic Factors

Identifiers

PMID42191695
PMCPMC13212552

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.