Bharali N, Singh KN, Mondal N. Composite Index of Anthropometric Failure (CIAF) among Sonowal Kachari tribal preschool children of flood effected region of Assam, India. Anthropol Rev. 2019;82(2):163–76.

Article  Google Scholar 

De Onis M, Branca F. Childhood stunting: a global perspective. Matern Child Nutr. 2016;12:12–26.

Article  PubMed  PubMed Central  Google Scholar 

Katoch OR. Determinants of malnutrition among children: a systematic review. Nutrition. 2021;96:111565.

Article  PubMed  Google Scholar 

Verma P, Prasad JB. Stunting, wasting and underweight as indicators of under-nutrition in under five children from developing Countries: a systematic review. Diab Metab Syndr. 2021;15(5):102243.

Article  CAS  Google Scholar 

Wondimagegn ZT. Magnitude and determinants of stunting among children in Africa: a systematic review. Curr Res Nutr Food Sci J. 2014;2(2):88–93.

Article  Google Scholar 

Akombi BJ, Agho KE, Hall JJ, Wali N, Renzaho A, Merom D. Stunting, wasting and underweight in sub-Saharan Africa: a systematic review. Int J Environ Res Public Health. 2017;14(8):863.

Article  PubMed  PubMed Central  Google Scholar 

Abdulahi A, Shab-Bidar S, Rezaei S, Djafarian K. Nutritional status of under five children in Ethiopia: a systematic review and meta-analysis. Ethiop J Health Sci. 2017;27(2):175–88.

Article  PubMed  PubMed Central  Google Scholar 

Demlie YW, Yenit MK, Akalu TY. Geographical inequalities and determinants of stunting among under-five children in Ethiopia, 2016 EDHS, General Estimating Equation Model. 2020.

Hailu BA, Bogale GG, Beyene J. Spatial heterogeneity and factors influencing stunting and severe stunting among under-5 children in Ethiopia: spatial and multilevel analysis. Sci Rep. 2020;10(1):1–10.

Article  Google Scholar 

Fikadu T, Assegid S, Dube L. Factors associated with stunting among children of age 24 to 59 months in Meskan district, Gurage Zone, South Ethiopia: a case-control study. BMC Public Health. 2014;14(1):800.

Article  PubMed  PubMed Central  Google Scholar 

Hagos S, Hailemariam D, WoldeHanna T, Lindtjørn B. Spatial heterogeneity and risk factors for stunting among children under age five in Ethiopia: A Bayesian geo-statistical model. PLoS ONE. 2017;12(2):e0170785.

Article  PubMed  PubMed Central  Google Scholar 

Hailu BA, Bogale GG, Beyene J. Spatial heterogeneity and factors influencing stunting and severe stunting among under-5 children in Ethiopia: spatial and multilevel analysis. Sci Rep. 2020;10(1):16427.

Article  PubMed  PubMed Central  Google Scholar 

Muche A, Gezie LD, Baraki AG, Amsalu ET. Predictors of stunting among children age 6–59 months in Ethiopia using Bayesian multi-level analysis. Sci Rep. 2021;11(1):3759.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Tamir TT, Techane MA, Melkamu TD, Atalell KA. Applied nutritional investigation spatial variation and determinants of stunting among children aged less than 5 y in Ethiopia: a spatial and multilevel analysis of Ethiopian Demographic and Health Survey 2019. Nutrition. 2022;103–104:111786.

Article  PubMed  Google Scholar 

Federal Democratic Republic of Ethiopia MoH. Seqota declaration. A commitment to end child undernutition in Ethiopia by the year 2030. 2016.

Demilew YMNA. The relationship between school meals with thinness and stunting among primary school students, in Meket Wereda, Ethiopia: comparing schools with feeding and non-feeding program. BMC Nutr. 2020;6(1):1–10.

Article  Google Scholar 

Central Statistical AE, International ICF. Ethiopia Demographic and Health Survey 2011. Addis Ababa, Ethiopia: Central Statistical Agency/Ethiopia and ICF International; 2012.

Central Statistical AE, Macro ORC. Ethiopia Demographic and Health Survey 2000. Addis Ababa, Ethiopia: Central Statistical Authority/Ethiopia and ORC Macro; 2001.

Central Statistical AE, Macro ORC. Ethiopia Demographic and Health Survey 2005. Addis Ababa, Ethiopia: Central Statistical Agency/Ethiopia and ORC Macro; 2006.

Central Statistical Agency CSAE, Icf. Ethiopia Demographic and Health Survey 2016. Addis Ababa, Ethiopia: CSA and ICF; 2017.

Ethiopian Public Health Institute E, Federal Ministry of Health F, Icf. Ethiopia Mini Demographic and Health Survey 2019. Addis Ababa, Ethiopia: EPHI/FMoH/ICF; 2021.

WorldClim. Global climate and weather data. 2020.

Project TMA. Explore global malaria data using our custom mapping tools. 2021.

WorldPop. Open spatial demographic data and research. 2021.

Diggle PJ, Tawn JA, Moyeed R. Model-based geostatistics. J Roy Stat Soc: Ser C (Appl Stat). 1998;47(3):299–350.

Google Scholar 

Lindgren F, Rue H, Lindström J. An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach. J R Stat Soc: Series B (Stat Methodol). 2011;73(4):423–98.

Article  Google Scholar 

Fuglstad G-A, Simpson D, Lindgren F, Rue H. Constructing priors that penalize the complexity of Gaussian random fields. J Am Stat Assoc. 2019;114(525):445–52.

Article  CAS  Google Scholar 

Rue H, Martino S, Chopin N. Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. J R Stat Soc: Series B (Stat Methodol). 2009;71(2):319–92.

Article  Google Scholar 

Thomas A, Best N, Lunn D, Arnold R, Spiegelhalter D. GeoBUGS user manual. Cambridge: Medical Research Council Biostatistics Unit; 2004.

Google Scholar 

Sisha TA. Household level food insecurity assessment: evidence from panel data. Ethiopia Scientific African. 2020;7:e00262.

Article  Google Scholar 

Neglo KAW, Gebrekidan T, Lyu K. The Role of agriculture and non-farm economy in addressing food insecurity in Ethiopia: a review. Sustainability. 2021;13(7):3874.

Article  Google Scholar 

Muche A, Melaku MS, Amsalu ET, Adane M. Using geographically weighted regression analysis to cluster under-nutrition and its predictors among under-five children in Ethiopia: Evidence from demographic and health survey. PLoS ONE. 2021;16(5):e0248156.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Ahmed KY, Agho KE, Page A, Arora A, Ogbo FA, Maternal G, et al. Mapping geographical differences and examining the determinants of childhood stunting in Ethiopia: a Bayesian geostatistical analysis. Nutrients. 2021;13(6):2104.

Article  PubMed  PubMed Central  Google Scholar 

Bharti R, Dhillon P, Narzary PK. A spatial analysis of childhood stunting and its contextual correlates in India. Clin Epidemiol Global Health. 2019;7(3):488–95.

Article  Google Scholar 

Terán G, Cuna W, Brañez F, Persson KE, Rottenberg ME, Nylén S, et al. Differences in nutritional and health status in school children from the highlands and lowlands of Bolivia. Am J Trop Med Hyg. 2018;98(1):326.

Article  PubMed  Google Scholar 

Román EM, Bejarano IF, Alfaro EL, Abdo G, Dipierri JE. Geographical altitude, size, mass and body surface area in children (1–4 years) in the Province of Jujuy (Argentina). Ann Hum Biol. 2015;42(5):431–8.

Article  PubMed  Google Scholar 

Niermeyer S, Mollinedo PA, Huicho L. Child health and living at high altitude. Arch Dis Child. 2009;94(10):806–11.

Article  CAS  PubMed  Google Scholar 

Pajuelo Ramirez J, Miranda Cuadros M, Bernui I, editors. Association between altitude and malnutrition in Peruvian children under five years. Annals of Nutrition and Metabolism; 2017: Karger Allschwilerstrasse 10, ch-4009 Basel, Switzerland.

Mrema JD, Elisaria E, Mwanri AW, Nyaruhucha CM. Prevalence and Determinants of Undernutrition among 6-to 59-Months-Old Children in Lowland and Highland Areas in Kilosa District, Tanzania: A Cross-Sectional Study. Journal of Nutrition and Metabolism. 2021;2021:1–9.

Article  Google Scholar 

Mohammed SH, Habtewold TD, Abdi DD, Alizadeh S, Larijani B, Esmaillzadeh A. The relationship between residential altitude and stunting: evidence from> 26 000 children living in highlands and lowlands of Ethiopia. Br J Nutr. 2020;123(8):934–41.

Article  CAS  PubMed  Google Scholar 

Thiede BC, Strube J. Climate variability and child nutrition: findings from sub-Saharan Africa. Glob Environ Chang. 2020;65:102192.

Article  Google Scholar 

Grace K, Davenport F, Funk C, Lerner AM. Child malnutrition and climate in Sub-Saharan Africa: An analysis of recent trends in Kenya. Appl Geogr. 2012;35(1–2):405–13.

Article  Google Scholar 

Robertson AG, Kim J, Al-Ahmadie H, Bellmunt J, Guo G, Cherniack AD, et al. Comprehensive molecular characterization of muscle-invasive bladder cancer. Cell. 2017;171(3):540–56.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Blom S, Ortiz-Bobea A, Hoddinott J. Temperature & Children's Nutrition: Evidence from West Africa. 2019.

Randell H, Gray C, Grace K. Stunted from the start: Early life weather conditions and child undernutrition in Ethiopia. Soc Sci Med. 2020;261:113234.

Article  PubMed  PubMed Central  Google Scholar 

Al-Mansoob MA, Masood MS. The relationship between stunting and some demographic and socioeconomic factors among Yemeni children and adolescents. Adv Public Health. 2018;2018:1–6.

Article  Google Scholar 

Ruel MT. Can food-based strategies help reduce vitamin A and iron deficiencies. 2001.

Fantay Gebru K, Mekonnen Haileselassie W, Haftom Temesgen A, Oumer Seid A, Afework MB. Determinants of stunting among under-five children in Ethiopia: a multilevel mixed-effects analysis of 2016 Ethiopian demographic and health survey data. BMC Pediatr. 2019;19(1):1–13.

Article  Google Scholar 

Qiu Y, Lu W, Guo J, Sun C, Liu X. Examining the urban and rural healthcare progress in big cities of China: analysis of monitoring data in Dalian from 2008 to 2017. Int J Environ Res Public Health. 2020;17(4):1148.

Article  PubMed  PubMed Central  Google Scholar 

Banerjee S. Determinants of rural-urban differential in healthcare utilization among the elderly population in India. BMC Public Health. 2021;21(1):1–18.

Article  Google Scholar