Do wealth and inequality associate with health in a small-scale subsistence society?

  1. Adrian V Jaeggi  Is a corresponding author
  2. Aaron D Blackwell  Is a corresponding author
  3. Christopher von Rueden
  4. Benjamin C Trumble
  5. Jonathan Stieglitz
  6. Angela R Garcia
  7. Thomas Kraft
  8. Bret A Beheim
  9. Paul L Hooper
  10. Hillard Kaplan
  11. Michael D Gurven
  1. University of Zurich, Switzerland
  2. Washington State University, United States
  3. University of Richmond, United States
  4. Arizona State University, United States
  5. Universite Toulouse 1 Capitole, France
  6. University of California, Santa Barbara, United States
  7. Max Planck Institute for Evolutionary Anthropology, Germany
  8. University of New Mexico, United States
  9. Chapman University, United States

Abstract

In high-income countries, one's relative socio-economic position and economic inequality may affect health and well-being, arguably via psychosocial stress. We tested this in a small-scale subsistence society, the Tsimane, by associating relative household wealth (n=871) and community-level wealth inequality (n=40, Gini = 0.15 – 0.53) with a range of psychological variables, stressors, and health outcomes (depressive symptoms [n=670], social conflicts [n=401], non-social problems [n=398], social support [n=399], cortisol [n=811], BMI [n=9926], blood pressure [n=3195], self-rated health [n=2523], morbidities [n=1542]) controlling for community-average wealth, age, sex, household size, community size, and distance to markets. Wealthier people largely had better outcomes while inequality associated with more respiratory disease, a leading cause of mortality. Greater inequality and lower wealth were associated with higher blood pressure. Psychosocial factors didn't mediate wealth-health associations. Thus, relative socio-economic position and inequality may affect health across diverse societies, though this is likely exacerbated in high-income countries.

Data availability

All data and R code are available at https://doi.org/10.5281/zenodo.4567498 with any updates at https://github.com/adblackwell/wealthinequality

Article and author information

Author details

  1. Adrian V Jaeggi

    Institute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland
    For correspondence
    adrian.jaeggi@iem.uzh.ch
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-1695-0388
  2. Aaron D Blackwell

    Department of Anthropology, Washington State University, Pulman, United States
    For correspondence
    aaron.blackwell@wsu.edu
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-5871-9865
  3. Christopher von Rueden

    Jepson School of Leadership Studies, University of Richmond, Richmond, United States
    Competing interests
    The authors declare that no competing interests exist.
  4. Benjamin C Trumble

    School of Human Evolution and Social Change, Arizona State University, Tempe, United States
    Competing interests
    The authors declare that no competing interests exist.
  5. Jonathan Stieglitz

    Institute for Advanced Study in Toulouse, Universite Toulouse 1 Capitole, Toulouse, France
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-5985-9643
  6. Angela R Garcia

    Center for Evolution & Medicine, Arizona State University, Tempe, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-6685-5533
  7. Thomas Kraft

    Department of Anthropology, University of California, Santa Barbara, Santa Barbara, United States
    Competing interests
    The authors declare that no competing interests exist.
  8. Bret A Beheim

    Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
    Competing interests
    The authors declare that no competing interests exist.
  9. Paul L Hooper

    Anthropology, University of New Mexico, Albuquerque, United States
    Competing interests
    The authors declare that no competing interests exist.
  10. Hillard Kaplan

    Chapman University, Orange, United States
    Competing interests
    The authors declare that no competing interests exist.
  11. Michael D Gurven

    Department of Anthropology, University of California, Santa Barbara, Santa Barbara, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-5661-527X

Funding

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (PBZHP3-133443)

  • Adrian V Jaeggi

National Science Foundation (BCS0136274)

  • Hillard Kaplan

National Science Foundation (BCS0422690)

  • Michael D Gurven

National Institutes of Health (R01AG024119)

  • Hillard Kaplan
  • Michael D Gurven

National Institutes of Health (RF1AG054442)

  • Hillard Kaplan
  • Michael D Gurven

National Institutes of Health (R56AG024119)

  • Hillard Kaplan
  • Michael D Gurven

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Reviewing Editor

  1. Milagros Ruiz

Ethics

Human subjects: Institutional Review Board approval was granted by UNM (HRRC # 07-157) and UCSB (# 3-16- 0766), as was informed consent at three levels: (1) Tsimane government that oversees research projects, (2) village leaders and community meetings, and (3) study participants.

Version history

  1. Received: May 29, 2020
  2. Accepted: May 10, 2021
  3. Accepted Manuscript published: May 14, 2021 (version 1)
  4. Version of Record published: June 24, 2021 (version 2)

Copyright

© 2021, Jaeggi et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 4,010
    views
  • 324
    downloads
  • 29
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Adrian V Jaeggi
  2. Aaron D Blackwell
  3. Christopher von Rueden
  4. Benjamin C Trumble
  5. Jonathan Stieglitz
  6. Angela R Garcia
  7. Thomas Kraft
  8. Bret A Beheim
  9. Paul L Hooper
  10. Hillard Kaplan
  11. Michael D Gurven
(2021)
Do wealth and inequality associate with health in a small-scale subsistence society?
eLife 10:e59437.
https://doi.org/10.7554/eLife.59437

Share this article

https://doi.org/10.7554/eLife.59437

Further reading

    1. Epidemiology and Global Health
    Zhanwei Du, Lin Wang ... Lauren A Meyers
    Short Report Updated

    Paxlovid, a SARS-CoV-2 antiviral, not only prevents severe illness but also curtails viral shedding, lowering transmission risks from treated patients. By fitting a mathematical model of within-host Omicron viral dynamics to electronic health records data from 208 hospitalized patients in Hong Kong, we estimate that Paxlovid can inhibit over 90% of viral replication. However, its effectiveness critically depends on the timing of treatment. If treatment is initiated three days after symptoms first appear, we estimate a 17% chance of a post-treatment viral rebound and a 12% (95% CI: 0–16%) reduction in overall infectiousness for non-rebound cases. Earlier treatment significantly elevates the risk of rebound without further reducing infectiousness, whereas starting beyond five days reduces its efficacy in curbing peak viral shedding. Among the 104 patients who received Paxlovid, 62% began treatment within an optimal three-to-five-day day window after symptoms appeared. Our findings indicate that broader global access to Paxlovid, coupled with appropriately timed treatment, can mitigate the severity and transmission of SARS-Cov-2.

    1. Cancer Biology
    2. Epidemiology and Global Health
    Lijun Bian, Zhimin Ma ... Guangfu Jin
    Research Article

    Background:

    Age is the most important risk factor for cancer, but aging rates are heterogeneous across individuals. We explored a new measure of aging-Phenotypic Age (PhenoAge)-in the risk prediction of site-specific and overall cancer.

    Methods:

    Using Cox regression models, we examined the association of Phenotypic Age Acceleration (PhenoAgeAccel) with cancer incidence by genetic risk group among 374,463 participants from the UK Biobank. We generated PhenoAge using chronological age and nine biomarkers, PhenoAgeAccel after subtracting the effect of chronological age by regression residual, and an incidence-weighted overall cancer polygenic risk score (CPRS) based on 20 cancer site-specific polygenic risk scores (PRSs).

    Results:

    Compared with biologically younger participants, those older had a significantly higher risk of overall cancer, with hazard ratios (HRs) of 1.22 (95% confidence interval, 1.18–1.27) in men, and 1.26 (1.22–1.31) in women, respectively. A joint effect of genetic risk and PhenoAgeAccel was observed on overall cancer risk, with HRs of 2.29 (2.10–2.51) for men and 1.94 (1.78–2.11) for women with high genetic risk and older PhenoAge compared with those with low genetic risk and younger PhenoAge. PhenoAgeAccel was negatively associated with the number of healthy lifestyle factors (Beta = –1.01 in men, p<0.001; Beta = –0.98 in women, p<0.001).

    Conclusions:

    Within and across genetic risk groups, older PhenoAge was consistently related to an increased risk of incident cancer with adjustment for chronological age and the aging process could be retarded by adherence to a healthy lifestyle.

    Funding:

    This work was supported by the National Natural Science Foundation of China (82230110, 82125033, 82388102 to GJ; 82273714 to MZ); and the Excellent Youth Foundation of Jiangsu Province (BK20220100 to MZ).