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April 12, 2026Sustainability0 citationsOpen Access

Environmental Inequality and Child Health: Relationship Between Particulate Pollution and Cardiorespiratory Fitness in Southern Spain

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LMLuis Manuel Martínez-ArandaJBJuan de Dios Benítez-SilleroMSManuel Sanz-Matesanz

Key Points

  • To explore how ambient particulate pollution affects cardiorespiratory fitness among school-aged children in rural southern Spain.
  • Naturalistic pre–post study design
  • Participants were 938 school-aged children from two villages with different pollution levels
  • Cardiorespiratory fitness assessed using the 6 min walk test for estimated VO2max
  • Statistical analyses included t-test, repeated measures analysis, and MANOVA
  • Significant pre-test fitness differences observed, with control group showing higher VO2max values than experimental group
  • Experimental group had higher pre–post fitness improvement compared to control group, particularly in primary education
  • For the whole population, experimental group showed a 14.72% improvement in VO2max versus 2.84% in control group

Abstract

Air pollution is one of the major environmental challenges threatening global sustainable development and human health. The World Health Organization identifies it as a critical factor contributing to non-communicable diseases and inequality, especially in vulnerable populations such as children. The findings highlight the negative effects of environmental degradation on physical health and underline the urgent need to incorporate health metrics, such as children’s fitness, into sustainability monitoring frameworks and public policies aiming at cleaner and healthier urban environments. The aim of this study was to examine the association between ambient particulate pollution and cardiorespiratory fitness in school-aged children from two rural villages in southern Spain characterised by relatively higher and lower levels of particulate matter. A total of 938 children (primary and secondary school levels) participated in a naturalistic pre–post study design. Cardiorespiratory fitness was assessed using the 6 min walk test, where maximal oxygen uptake (VO2max) was estimated. Assessments were conducted before and after a period characterised by unfavourable air-quality conditions in the higher-pollution village. The students were assigned by convenience into an experimental n = 476 (EG) and a control group n = 462 (CG). The t-test, repeated measures analysis and MANOVA test were used in order to report differences within and between groups, as well as time-points and academic levels. The significance level was set at p < 0.05. Significant differences between groups were reported within the pre-test period, showing elevated pre-test values in the CG compared to the EG. The EG showed a higher pre–post difference in estimated VO2max compared to the CG for primary education level (16.19%, ES(d) = 0.91 vs. 3.07%, ES(d) = 0.26; p < 0.001, respectively); secondary education (EG: 12.29%, ES = 0.91 vs. CG: 1.69, ES(d) = 0.16); and the whole population (EG: 14.72%, ES = 0.91 vs. CG: 2.84, ES = 0.25). It seems that the environmental context, and specifically the air pollution in the area of residence, may be an important factor to consider in relation to the assessment of physical fitness in the school-aged youth population.

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Cite This Study

Martínez-Aranda et al. (2026) studied this question.

synapsesocial.com/papers/69db38534fe01fead37c685ahttps://doi.org/10.3390/su18083777
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