Evidence map›Paper›PMID 41764592›Full record

ArticleBMC global and public health2026

The power of powerful others: health locus of control and vaccination behavior in rural Namibian pastoralists.

Sean Prall, Brooke Scelza, Aparicio Lopes

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Article in BMC global and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Sean PrallDepartment of Anthropology, University of California, Los Angeles, USA. sprall@ucla.edu.
Brooke ScelzaDepartment of Anthropology, University of California, Los Angeles, USA.
Aparicio LopesOnePencil Namibia, Opuwo, Namibia.

Funding

Division of Behavioral and Cognitive Sciences BCS-2438025
6 · The paper itself

Abstract

backgroundWho we believe controls our health, whether it is ourselves, chance, or powerful others, shapes how we make healthcare decisions. The health locus of control (HLC) framework has been key to understanding self-efficacy in healthcare behaviors. Health promotion often emphasizes self-efficacy in decision-making. However, in more traditional, subsistence based societies with low levels of market integration (the shift from traditional subsistence towards reliance on market-based consumption) self-efficacy may not be sufficient to understand health decisions. This is particularly true with regard to vaccine beliefs and behaviors, where evidence for the role of HLC is mixed, and in populations where entities associated with vaccines may be viewed with suspicion.

methodsUsing a novel ranking task, we examined the association between HLC and vaccine interest and perceptions in Namibian agro-pastoralists (N = 293) across a spectrum of market integration. Market integration was estimated via a principal components analysis. Sets of Bayesian multi-level models were used to assess HLC on vaccination questions via a monotonic function.

resultsExternal HLC dominated: powerful others (e.g., 'doctors') and God domains were ranked highest, while internal HLC ('self') was consistently lowest. Greater market integration was associated with higher internal HLC and lower powerful others HLC. Individuals who ranked 'doctor' highly expressed more pro-vaccine sentiments, whereas those who ranked 'self' highly were more skeptical of vaccines. No HLC ranks predicted COVID-19 vaccination status.

conclusionsVariation in HLC across levels of market integration suggests that exposure to broader economic and cultural systems shifts beliefs about health control, with external sources of control playing a more dominant role in more rural areas. In contrast to studies of HLC in industrialized populations, internal HCL was negatively associated with interest and perceptions of vaccine safety. Public health efforts that emphasize individual decision-making may not resonate as well in such contexts, whereas carefully considering the role of powerful others may improve outreach efforts.

Indexed as

Health locus of controlMarket integrationPastoralistsVaccination

Identifiers

PMID41764592
PMCPMC12950233

What Socratic holds

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LicenceCC BY
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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 Socratic graph.