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Sociodemographic characteristics predict land use patterns by farmers near a protected area in Madagascar.

Publication ,  Journal Article
Kauffman, KM; Pender, M; Rabezara, JY; Rahary, P; Janko, M; Kolinski, L; Barrett, T; Randriamoria, MT; Moody, J; Soarimalala, V; López-Carr, D ...
Published in: Scientific reports
February 2026

Globally, most farms are smaller than 10 hectares. Land use by these smallholder farmers in agricultural frontiers is crucial to conservation, food security, and exposure to infectious diseases. However, solely survey-based land use studies miss the fine scale movements that collectively form an individual's land use and thus environmental exposures, particularly in fragmented landscapes. We applied movement ecology-based approaches with GPS and survey data to investigate how sociodemographic variables corresponded with land use among farmers living adjacent to Marojejy National Park in northeastern Madagascar. Our data on 902 individuals spanning 3 years revealed striking differences in land use by gender and socioeconomic status. Men traversed 65% (95% CI [51%, 82%]) more area and spent 30% less time (95% CI [20, 41%]) in the village than women. Socioeconomic status, educational attainment, and having young children covaried with time spent in secondary forests where vanilla is grown, swidden areas where slash-and-burn farming methods are used, and the national park. By revealing the extent to which social and demographic variables predict individual movement patterns, our work identifies targets for addressing emerging diseases and health disparities. The GPS and analytical approaches developed here can be applied elsewhere to provide policy insights and to understand variation across human-ecological systems.

Duke Scholars

Published In

Scientific reports

DOI

EISSN

2045-2322

ISSN

2045-2322

Publication Date

February 2026

Volume

16

Issue

1

Start / End Page

9193

Related Subject Headings

  • Socioeconomic Factors
  • Sociodemographic Factors
  • Middle Aged
  • Male
  • Madagascar
  • Humans
  • Female
  • Farmers
  • Conservation of Natural Resources
  • Agriculture
 

Citation

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ICMJE
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Kauffman, K. M., Pender, M., Rabezara, J. Y., Rahary, P., Janko, M., Kolinski, L., … Nunn, C. (2026). Sociodemographic characteristics predict land use patterns by farmers near a protected area in Madagascar. Scientific Reports, 16(1), 9193. https://doi.org/10.1038/s41598-026-40592-6
Kauffman, Kayla M., Michelle Pender, Jean Yves Rabezara, Prisca Rahary, Mark Janko, Lev Kolinski, Tyler Barrett, et al. “Sociodemographic characteristics predict land use patterns by farmers near a protected area in Madagascar.Scientific Reports 16, no. 1 (February 2026): 9193. https://doi.org/10.1038/s41598-026-40592-6.
Kauffman KM, Pender M, Rabezara JY, Rahary P, Janko M, Kolinski L, et al. Sociodemographic characteristics predict land use patterns by farmers near a protected area in Madagascar. Scientific reports. 2026 Feb;16(1):9193.
Kauffman, Kayla M., et al. “Sociodemographic characteristics predict land use patterns by farmers near a protected area in Madagascar.Scientific Reports, vol. 16, no. 1, Feb. 2026, p. 9193. Epmc, doi:10.1038/s41598-026-40592-6.
Kauffman KM, Pender M, Rabezara JY, Rahary P, Janko M, Kolinski L, Barrett T, Randriamoria MT, Moody J, Soarimalala V, López-Carr D, Kramer R, Titcomb G, Nunn C. Sociodemographic characteristics predict land use patterns by farmers near a protected area in Madagascar. Scientific reports. 2026 Feb;16(1):9193.

Published In

Scientific reports

DOI

EISSN

2045-2322

ISSN

2045-2322

Publication Date

February 2026

Volume

16

Issue

1

Start / End Page

9193

Related Subject Headings

  • Socioeconomic Factors
  • Sociodemographic Factors
  • Middle Aged
  • Male
  • Madagascar
  • Humans
  • Female
  • Farmers
  • Conservation of Natural Resources
  • Agriculture