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Exploring Determinants of Child Malnutrition in Marinduque Island, Philippines

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References

  • Abrams M., Tsu H., Hulley G., Iwao K., Pieri D., Cudahy T., and Kargel J. (2015). The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) After Fifteen Years: Review of Global Products. International Journal of Applied Earth Observation and Geoinformation 38: 292–301. https://doi.org/10.1016/j.jag.2015.01.013.

    Article  Google Scholar 

  • Adair L. S., and Guilkey D. K. (1997). Age-Specific Determinants of Stunting in Filipino Children. Journal of Nutrition 127(2): 314–320.

    Article  Google Scholar 

  • Akaike H. (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control 19(6): 716–723. https://doi.org/10.1109/TAC.1974.1100705.

    Article  Google Scholar 

  • Anselin L. (1995). Local Indicators of Spatial association—LISA. Geographical Analysis 27(2): 93–115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x.

    Article  Google Scholar 

  • Bain L. E., Awah P. K., Geraldine N., Kindong N. P., Sigal Y., Bernard N., and Tanjeko A. T. (2013). Malnutrition in Sub-Saharan Africa: Burden, Causes and Prospects. Pan African Medical Journal 15. 10.11604/pamj.2013.15.120.2535.

  • Balk D., Storeygard A., Levy M., Gaskell J., Sharma M., and Flor R. (2005). Child Hunger in the Developing World: An Analysis of Environmental and Social Correlates. Special Issue: Poverty and Food Security Mapping 30(5–6): 584–611. https://doi.org/10.1016/j.foodpol.2005.10.007.

    Article  Google Scholar 

  • Cuesta J. (2007). Child Malnutrition and the Provision of Water and Sanitation in the Philippines. Journal of the Asia Pacific Economy 12(2): 125–157. https://doi.org/10.1080/13547860701252298.

    Article  Google Scholar 

  • de Sherbinin A. (2011). The Biophysical and Geographical Correlates of Child Malnutrition in Africa. Population, Space and Place 17(1): 27–46. https://doi.org/10.1002/psp.599.

    Article  Google Scholar 

  • Dos Santos S., and Henry S. (2008). Rainfall Variation as a Factor in Child Survival in Rural Burkina Faso: The Benefit of an Event-History Analysis. Population, Space and Place 14(1): 1–20. https://doi.org/10.1002/psp.470.

    Article  Google Scholar 

  • Florencio C. A. (2004). Nutrition in the Philippines: The Past For its Template, Red fFr its Color, University of the Philippines Press, Quezon City.

  • FNRI (2013). 8th National Nutrition Survey (p. 123). Food and Nutrition Research Institute.

  • Grace K., Davenport F., Funk C., and Lerner A. M. (2012). Child Malnutrition and Climate in sub-Saharan Africa: An Analysis of Recent Trends in Kenya. Applied Geography 35(1–2): 405–413. https://doi.org/10.1016/j.apgeog.2012.06.017.

    Article  Google Scholar 

  • Haile D., Azage M., Mola T., and Rainey R. (2016). Exploring Spatial Variations and Factors Associated with Childhood Stunting in Ethiopia: Spatial and Multilevel Analysis. BMC Pediatrics 16(1): 1–14. https://doi.org/10.1186/s12887-016-0587-9.

  • Hijmans R. J. (2014). Raster: geographic data analysis and modeling. R package version 2: 3–12 Retrieved from http://CRAN.R-project.org/package=raster.

    Google Scholar 

  • Hijmans R. J., Cameron S. E., Parra J. L., Jones P. G., and Jarvis A. (2005). Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology 25(15): 1965–1978. https://doi.org/10.1002/joc.1276.

    Article  Google Scholar 

  • Hoddinott J., and Kinsey B. (2001). Child growth in the time of drought. Oxford Bulletin of Economics and Statistics 63(4): 409–436. https://doi.org/10.1111/1468-0084.t01-1-00227.

    Article  Google Scholar 

  • Ihaka R., and Gentleman R. (1996). R: A language for data analysis and graphics. Journal of Computational and Graphical Statistics 5(3): 299–314. https://doi.org/10.1080/10618600.1996.10474713.

    Article  Google Scholar 

  • Jackson M. C., Huang L., Xie Q., and Tiwari R. C. (2010). A modified version of Moran’s I. International Journal of Health Geographics 9: 33–33. https://doi.org/10.1186/1476-072X-9-33.

    Article  Google Scholar 

  • Jankowska M. M., Lopez-Carr D., Funk C., Husak G. J., and Chafe Z. A. (2012). Climate Change and Human Health: Spatial Modeling of Water Availability, Malnutrition, and Livelihoods in Mali, Africa. The Health Impacts of Global Climate Change: A Geographic Perspective 33: 4–15. https://doi.org/10.1016/j.apgeog.2011.08.009.

    Article  Google Scholar 

  • Khader Y. S., Abdelrahman M., Abdo N., Al-Sharif M., Elbetieha A., Bakir H., and Alemam R. (2015). Climate change and health in the eastern Mediterranean countries: A systematic review. Reviews on Environmental Health 30(3). https://doi.org/10.1515/reveh-2015-0013.

  • Kreißl A. (2009). Malnutrition in the Philippines-Perhaps a Double Burden? Journal Für Ernährungsmedizin 11(1): 24.

  • Lachniet M. S., and Patterson W. P. (2006). Use of Correlation and Stepwise Regression to Evaluate Physical Controls on the Stable Isotope Values of Panamanian Rain and Surface Waters. Journal of Hydrology 324(1–4): 115–140. https://doi.org/10.1016/j.jhydrol.2005.09.018.

    Article  Google Scholar 

  • Laguna, E. (2015). Sizing up the stunting and child malnutrition problem in the Philippines (pp. 1–38). Makati City, Philippines: Save the Children. Retrieved from www.savethechildren.org.ph.

  • Linnemayr S., Alderman H., and Ka A. (2008). Determinants of Malnutrition in Senegal: Individual, Household, Community Variables, and Their Interaction. Economics & Human Biology 6(2): 252–263. https://doi.org/10.1016/j.ehb.2008.04.003.

    Article  Google Scholar 

  • López-Carr, D., Mwenda, K. M., Pricope, N. G., Kyriakidis, P. C., Jankowska, M. M., Weeks, J., … Michaelsen, J. (2015). A spatial analysis of climate-related child malnutrition in the Lake Victoria Basin. In 2015 I.E. International Geoscience and Remote Sensing Symposium (IGARSS) (pp. 2564–2567). https://doi.org/10.1109/IGARSS.2015.7326335.

  • Magnani R. J., Mock N. B., Bertrand W. E., and Clay D. C. (1993). Breast-Feeding, Water and Sanitation, and Childhood Malnutrition in the Philippines. Journal of Biosocial Science 25(2): 195–212. https://doi.org/10.1017/S0021932000020496.

  • Merchant A. T., Jones C., Kiure A., Kupka R., Fitzmaurice G., Herrera M. G., and Fawzi W. W. (2003). Water and Sanitation Associated with Improved Child Growth. European Journal of Clinical Nutrition 57(12): 1562–1568.

    Article  Google Scholar 

  • National Nutrition Council (2012). 2012 malnutrition prevalence rate of the different municipalities in MIMAROPA, NNC, Quezon City, p. 3.

    Google Scholar 

  • Ngure F. M., Reid B. M., Humphrey J. H., Mbuya M. N., Pelto G., and Stoltzfus R. J. (2014). Water, Sanitation, and Hygiene (WASH), Environmental Enteropathy, Nutrition, and Early Child Development: Making the Links. Annals of the New York Academy of Sciences 1308(1): 118–128. https://doi.org/10.1111/nyas.12330.

    Article  Google Scholar 

  • PSA (2016a). Income Classification for Provinces, Cities and Municipalities. Retrieved from http://nap.psa.gov.ph/activestats/psgc/articles/con_income.asp.

  • PSA (2016b). Labor force survey. Philippine statistical authority. Retrieved from https://psa.gov.ph/statistics/survey/labor-force.

  • R Core Team (2014). R: A Language and environment for statistical computing. R foundation for statistical Computing. Retrieved from http://www.R-project.org/.

  • Reyes C., and Due E. (2009). Fighting poverty with facts community-based monitoring systems, International Development Research Centre, Ottawa Retrieved from http://www.deslibris.ca/ID/432291.

    Google Scholar 

  • Ricci J. A., and Becker S. (1996). Risk Factors for Wasting and Stunting among Children in Metro Cebu, Philippines. American Journal of Clinical Malnutrition 63(6): 966–975.

    Article  Google Scholar 

  • Rodriguez-Llanes J., Ranjan-Dash S., Mukhopadhyay A., and Guha-Sapir D. (2016). Flood-Exposure is Associated with Higher Prevalence of Child Undernutrition in Rural Eastern India. International Journal of Environmental Research and Public Health 13(2): 210. https://doi.org/10.3390/ijerph13020210.

    Article  Google Scholar 

  • Rohner F., Bradley A. W., Grant J. A., Elizabeth A. Y., Lebanan M. A. O., Rayco-Solon P., and Saniel O. P. (2013). Infant and Young Child Feeding Practices in Urban Philippines and their Associations with Stunting, Anemia, and Deficiencies of Iron and Vitamin A. Food and Nutrition Bulletin 34(2 suppl1): S17–S34.

    Article  Google Scholar 

  • Del Rosario, C., Diño, M. J., and Rivero, J. A. (2013). Predictors of nutrition-related game utilization among preschools in the Philippines. In Asian conference on education 2013 (pp. 1–25). Osaka, Japan: The International Academic Forum. Retrieved from http://iafor.org/archives/offprints/ace2013-offprints/ACE2013_0176.pdf.

  • Salvacion A. R. (2016). Terrain Characterization of Small Island Using Publicly Available Data and Open- Source Software: A Case Study of Marinduque, Philippines. Modeling Earth Systems and Environment 2(1): 1–9. https://doi.org/10.1007/s40808-016-0085-y.

  • Salvacion A. R., and Magcale-Macandog D. B. (2015). Spatial Analysis of Human Population Distribution and Growth in Marinduque Island, Philippines. Journal of Marine and Island Cultures 4(1): 27–33. https://doi.org/10.1016/j.imic.2015.06.003.

    Article  Google Scholar 

  • Singh K. D., Alagarajan M., and Ladusingh L. (2015). What Explains Child Malnutrition of Indigenous People of Northeast India? PLoS ONE 10(6): e0130567. https://doi.org/10.1371/journal.pone.0130567.

    Article  Google Scholar 

  • Tirado M. C., Crahay P., Mahy L., Zanev C., Neira M., Msangi S., et al (2013). Climate Change and Nutrition: Creating a Climate For Nutrition Security. Food and Nutrition Bulletin 34(4): 533–547. https://doi.org/10.1177/156482651303400415.

    Article  Google Scholar 

  • Tirado M. C., Hunnes D., Cohen M. J., and Lartey A. (2015). Climate Change and Nutrition in Africa. Journal of Hunger & Environmental Nutrition 10(1): 22–46. https://doi.org/10.1080/19320248.2014.908447.

    Article  Google Scholar 

  • United Nations Children’s Fund (1998). The state of World’s children 1998, Oxford University Press, New York.

    Book  Google Scholar 

  • Venables W. N., and Ripley B. D. (2002). Modern Applied Statistics with S, 4th edn., Springer-Verlag, New York.

    Book  Google Scholar 

  • von Grebmer, K., Bernstein, J., de Waal, A., Prasai, N., Yin, S., and Yohannes, Y. (2015). 2015 Global Index Report. Bonn, Germany; Washington, D.C. and Dublin, Ireland: Welthungerhilfe: International Food Policy Research Institute (IFPRI) and Concern Worldwide.

  • Young S. G., and Jensen R. R. (2012). Statistical and Visual Analysis of Human West Nile Virus Infection in the United States, 1999–2008. Applied Geography 34: 425–431. https://doi.org/10.1016/j.apgeog.2012.01.008.

    Article  Google Scholar 

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Salvacion, A. Exploring Determinants of Child Malnutrition in Marinduque Island, Philippines. Hum Ecol 45, 853–863 (2017). https://doi.org/10.1007/s10745-017-9951-0

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