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Disparities in Childhood Obesity Prevalence and Spatial Clustering Related to Socioeconomic Factors in Isaan, Thailand

Author

Listed:
  • Hiranya Sritart

    (Faculty of Allied Health Sciences, Thammasat University, Pathum Thani 12120, Thailand)

  • Somchat Taertulakarn

    (Faculty of Allied Health Sciences, Thammasat University, Pathum Thani 12120, Thailand)

  • Hiroyuki Miyazaki

    (Center for Spatial Information Science, University of Tokyo, Chiba 277-8568, Japan)

Abstract

Globally, rapid economic growth has contributed to an overall increase in the incidence of childhood obesity. Although the prevalence of obesity has been well recognized, the disparities related to a region’s socioeconomic environment in terms of the incidence of obesity are still less understood. Therefore, the purpose of this study was to examine the spatial pattern of childhood obesity and identify the potential associations between childhood obesity and socioeconomic environment in the northeastern region of Thailand, Isaan. Using nationally collected obesity data from children aged 0–5 years in 2019, we employed a geographic information system (GIS) to perform obesity cluster analysis at the smaller regional level, investigating a total of 322 districts in study area. Global and local statistical approaches were applied to calculate spatial associations between the socioeconomic status of neighborhoods and childhood obesity. The study revealed that 12.42% of the total area showed significant clusters at the district level, with high values observed in the western and northeastern areas. The results of the spatial statistical model revealed that childhood obesity was significantly positively associated with areas exhibiting high levels of socioeconomic environment factors. Identifying the associated factors and highlighting geographic regions with significant spatial clusters is a powerful approach towards understanding the role of location and expanding the knowledge on the factors contributing to childhood obesity. Our findings, as a first step, offer valuable references that could support policy-makers and local authorities in enhancing policy development with the aim of reducing childhood obesity and improving public health.

Suggested Citation

  • Hiranya Sritart & Somchat Taertulakarn & Hiroyuki Miyazaki, 2022. "Disparities in Childhood Obesity Prevalence and Spatial Clustering Related to Socioeconomic Factors in Isaan, Thailand," IJERPH, MDPI, vol. 20(1), pages 1-18, December.
    • Handle: RePEc:gam:jijerp:v:20:y:2022:i:1:p:626-:d:1019681
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    References listed on IDEAS

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    1. Lakdawalla, Darius & Philipson, Tomas, 2009. "The growth of obesity and technological change," Economics & Human Biology, Elsevier, vol. 7(3), pages 283-293, December.
    2. Antonio Boing & S. Subramanian, 2015. "The influence of area-level education on body mass index, waist circumference and obesity according to gender," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 60(6), pages 727-736, September.
    3. Hiranya Sritart & Kuson Tuntiwong & Hiroyuki Miyazaki & Somchat Taertulakarn, 2021. "Disparities in Healthcare Services and Spatial Assessments of Mobile Health Clinics in the Border Regions of Thailand," IJERPH, MDPI, vol. 18(20), pages 1-24, October.
    4. Mohammad Sorowar Hossain & Mahbubul H. Siddiqee & Shameema Ferdous & Marzia Faruki & Rifat Jahan & Shah Md. Shahik & Enayetur Raheem & Anthony D. Okely, 2019. "Is Childhood Overweight/Obesity Perceived as a Health Problem by Mothers of Preschool Aged Children in Bangladesh? A Community Level Cross-Sectional Study," IJERPH, MDPI, vol. 16(2), pages 1-12, January.
    5. Rikuya Hosokawa & Toshiki Katsura, 2018. "Association between mobile technology use and child adjustment in early elementary school age," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-17, July.
    6. Peter Congdon, 2019. "Obesity and Urban Environments," IJERPH, MDPI, vol. 16(3), pages 1-6, February.
    7. Headey, Derek & Hoddinott, John & Ali, Disha & Tesfaye, Roman & Dereje, Mekdim, 2015. "The Other Asian Enigma: Explaining the Rapid Reduction of Undernutrition in Bangladesh," World Development, Elsevier, vol. 66(C), pages 749-761.
    8. Wei Lang & Muzhe Pan & Jiemin Wu & Tingting Chen & Xun Li, 2021. "The patterns and driving forces of uneven regional growth in ASEAN countries: A tale of two Thailands' path toward regional coordinated development," Growth and Change, Wiley Blackwell, vol. 52(1), pages 130-149, March.
    9. Rigg, Jonathan & Promphaking, Buapun & Le Mare, Ann, 2014. "Personalizing the Middle-Income Trap: An Inter-Generational Migrant View from Rural Thailand," World Development, Elsevier, vol. 59(C), pages 184-198.
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