PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
May 11, 2026Toxicon0 citationsOpen Access

Socioenvironmental, socioeconomic, and public management indicators as predictors of scorpionism in Brazil

View Full Paper
RPRandyson da Silva PinheiroINIgor Ferreira do NascimentoALAndré Felipe de Araújo Lira

Key Points

  • The research examines how socioeconomic and environmental factors predict scorpion sting notifications and hospitalizations in Brazil.
  • Analyzed secondary data from national health information systems and the Sustainable Development Index of Cities.
  • Conducted spatial analyses to identify geographic patterns of scorpionism.
  • Applied Principal Component Analysis and fitted generalized linear models using negative binomial regression.
  • 71.2% of municipalities exhibited low sustainability scores, correlating with higher scorpionism cases.
  • Socioeconomic vulnerability reduced notifications by 15% (IRR = 0.85), indicating significant underreporting.
  • Environmental degradation increased hospitalization risk by 36.5% (IRR = 1.37) with no statistical significance from socioeconomic factors on hospitalizations.

Abstract

Scorpionism is an increasing public health problem in tropical countries, particularly in Brazil, where social inequality, environmental degradation, and unplanned urbanization favor the proliferation of scorpions and human–scorpion encounters. In this study, we investigated the association between scorpion sting notifications and hospitalizations and a set of socioeconomic, socioenvironmental, environmental, and public management indicators related to sustainability across all Brazilian municipalities. We used secondary data from national health information systems and indicators from the Sustainable Development Index of Cities – Brazil (IDSC-BR). Spatial analyses were conducted to describe geographic patterns, followed by Principal Component Analysis (PCA) to identify groups of correlated predictors. We then fitted generalized linear models, selecting negative binomial regression based on model fit and overdispersion tests. Our results showed that 71.2% of Brazilian municipalities exhibit low sustainability scores, predominantly in the North and Northeast regions, which also present higher numbers of notifications and hospitalizations. The socioeconomic component showed a significant effect only on notifications, reducing expected rates by 15% (IRR = 0.85), suggesting that social vulnerability acts primarily as a case-concealing factor (underreporting), with no statistical association with hospitalization volume (IRR = 1.01; p = 0.844). In contrast, the environmental component acted as a strong predictor of clinical severity, increasing hospitalization rates by 36.5% (IRR = 1.37). Public investment demonstrated limited or inconsistent effects. Overall, our findings quantify the multifactorial nature of scorpionism and emphasize the need for integrated public policies that address infrastructure and health determinants to mitigate the burden of this neglected condition. • Low sustainability (71.2% of municipalities) spatially overlaps with scorpionism cases. • Socioeconomic vulnerability reduces notifications by 15%, indicating substantial underreporting. • Socioeconomic factors show no statistically significant impact on hospitalizations. • Environmental degradation acts as a clinical aggravator, increasing hospitalization risk by 36.5%. • Aggregated public investment shows no immediate protective effect on notifications.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Pinheiro et al. (2026) studied this question.

synapsesocial.com/papers/6a0171983a9f334c28271b73https://doi.org/10.1016/j.toxicon.2026.109135
Ask AI
Helpful
Bookmark
Share
View Full Paper

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Scorpionism in Brazil: Space-time approach and risk areas in 2012 to 20242025
  2. 2Nonlinear expansion, spatial diffusion, and climate-driven dynamics of scorpionism in Brazil: a nationwide time-series and DLNM analysis (2007–2025)2026
  3. 3Ecological and Social Contexts of Scorpion Stings in Manaus, the Largest Metropolis of the Brazilian Amazon2026
  4. 4Scorpionism at the human–environment interface: an eco-epidemiological synthesis and conceptual framework2026
  5. 5Long-term trends in urban scorpionism under mechanical and chemical control in a Brazilian municipality2026