Body heigth prediction model from foot measurement in a Chilean population of university student athletes
DOI:
https://doi.org/10.24215/18536387e078Keywords:
body heigth, forensic anthropology, foot measurement, Chilean population, foot lengthAbstract
In forensic research, it is important to identify human remains. Body height is an essential aspect in anthropometric characterization. This is the first study in a Chilean population and aimed to develop a height estimation model for a young adult population of athletes from foot measurements. Central Chilean subjects were included (n=139). Height (H), Foot Length (FL), Foot Breadth (FB), and Heel Foot Breadth (HFB) were measured. For both sex and feet, FL was the most correlated with H (Females r > .8, p < .001; Males r > .7, p < .001). When only FL is used in the equation, similar values are obtained as when using FL + FB + HFB in females (R2 > 65%) and males (R2 > 51%). It was possible to appreciate that the mean of the data obtained from the equations is equal to the mean of the actual data. However, the minimum values tend to be overestimated, and the maximum values tend to be underestimated. It was possible to develop a mathematical model that allows predicting height from the anthropometric measurements of the feet of young adult athletes from the Metropolitan Region of Chile. Furthermore, it was shown that foot length was the measurement most correlated with height and can be used independently in the equations. This study provides valuable information in the forensic medical field, specifically in the identification of bodies in which it is impossible to determine the height directly because they are dismembered or incomplete.
Downloads
Metrics
References
Ahmed, A. A. (2013). Estimation of stature using lower limb measurements in Sudanese Arabs. Journal of Forensic and Legal Medicine, 20(5), 483–488. https://doi.org/10.1016/j.jflm.2013.03.019
Alabi, A. S., Oladipo, G. S., Didia, B. C., & Aigbogun, E. O. (2016). Foot length and preference: Implication in footwear design. Global Journal of Anthropology Research, 3(2), 25–30. https://doi.org/10.15379/2410-2806.2016.03.02.01
Anwar, F., Alimgeer, K. S., Kumar, R., & Somrongthong, R. (2021). Comparing log-based and exponent-base functions to predict human height by foot length. International Journal of Medical Toxicology and Forensic Medicine, 11(2), 30902. https://doi.org/10.32598/ijmtfm.v11i2.30902
Bjelica, D., Popović, S., Kezunović, M., Petković, J., Jurak, G., & Grasgruber, P. (2012). Body height and its estimation utilising arm span measurements in Montenegrin adults. Anthropological Notebooks, 18(2), 69–83.
Budimlija, Z. M., Prinz, M. K., Zelson-mundorff, A., Wiersema, J., Bartelink, E., Mackinnon, G., Nazzaruolo, B. L., Estacio, S. M., Hennessey, M. J., & Shaler, R. C. (2003). World trade center human identification project: Experiences with individual body identification cases. Croatian Medical Journal, 44(3), 259–263.
Cattaneo, C. (2007). Forensic anthropology: Developments of a classical discipline in the new millennium. Forensic Science International, 165(2–3), 185–193. https://doi.org/10.1016/j.forsciint.2006.05.018
Duyar, I., & Pelin, C. (2003). Body height estimation based on tibia length in different stature groups. American Journal of Physical Anthropology, 122(1), 23–27. https://doi.org/10.1002/ajpa.10257
Duyar, I., & Pelin, C. (2010). Estimating body height from ulna length: Need of a population-specific formula. Eurasian Journal of Anthropology, 1(1), 11–17.
Gomes de Moura Júnior, J., Granja Porto Petraki, G., Marques Zimmerle, C., Portela Lima de Morais, R., & Azoubel Antunes, A. (2021). Estudo da correlação da estatura com medidas antropométricas plantares para fins de identificação humana. Brazilian Journal of Forensic Anthropology & Legal Medicine, 4, 73–100.
Hemy, N., Flavel, A., Ishak, N. I., & Franklin, D. (2013). Estimation of stature using anthropometry of feet and footprints in a Western Australian population. Journal of Forensic and Legal Medicine, 20(5), 435–441. https://doi.org/10.1016/j.jflm.2012.12.008
Igbigbi, P. S., Ominde, B. S., & Adibeli, C. F. (2018). Anthropometric dimensions of hand and foot as predictors of stature: A study of two ethnic groups in Nigeria. Alexandria Journal of Medicine, 54(4), 611–617. https://doi.org/10.1016/j.ajme.2018.11.002
Jakhar, J. K., Pal, V., & Paliwal, P. K. (2010). Estimation of height from measurements of foot length in Haryana Region. Journal of Indian Academy of Forensic Medicine, 32(3), 231–233.
Karmalkar, A. S., & Nikam, V. R. (2021). Prediction of stature from long bones versus hand and foot measurements: A comparative study of the Kolhapur population. The National Medical Journal of India, 34(3), 154–157. https://doi.org/10.25259/NMJI_79_20
Krishan, K., Kanchan, T., & Passi, N. (2011). Estimation of stature from the foot and its segments in a sub-adult female population of North India. Journal of Foot and Ankle Research, 4(1), 24. https://doi.org/10.1186/1757-1146-4-24
Marfell-Jones, M. J., Olds, T., Stewart, A. D., & Carter, L. (2006). International standards for anthropometric assessment. International Society for the A dvancement of Kinanthropometry (ISAK).
Masanovic, B. (2018). Standing height and its estimation utilizing arm spam and foot length measurements in Dinaric Alps population: a systematic review. SportMont, 16(2), 101–106. https://doi.org/10.26773/smj.180619
Masanovic, B., Gardasevic, J., & Arifi, F. (2019). Relationship between foot length measurements and body height: A prospective regional study among adolescents in northern region of Kosovo. Anthropologie, LVII(2), 227–233.
Özaslan, A., Işcan, M. Y., Özaslan, I., Tuǧcu, H., & Koç, S. (2003). Estimation of stature from body parts. Forensic Science International, 132(1), 40–45. https://doi.org/10.1016/S0379-0738(02)00425-5
Pelin, C., Duyar, I., Kayahan, E., Zagyapan, R., Agildere, A. M., & Erar, A. (2005). Body height estimation based on dimensions of sacral and coccygeal vertebrae. Journal of Forensic Sciences, 50(2), JFS2004010–4. https://doi.org/10.1520/JFS2004010
Pelin, C., Zagyapan, R., Yazici, C., & Kürkcüoglu, A. (2010). Body height estimation from head and face dimensions: a different method. Journal of Forensic Sciences, 55(5), 1326–1330. https://doi.org/10.1111/j.1556-4029.2010.01429.x
Perkins, J. M., Subramanian, S. V., Smith, G. D., & Özaltin, E. (2016). Adult height, nutrition, and population health. Nutrition Reviews, 74(3), 149–165. https://doi.org/10.1093/nutrit/nuv105
Popovic, S., Bjelica, D., Molnar, S., Jaksic, D., & Akpinar, S. (2013). Body height and its estimation utilizing arm span measurements in Serbian adults. International Journal of Morphology, 31(1), 271–279.
Salas, V., & Jara, R. (2019). Cambios en el perfil socioeconómico de estudiantes de educación superior en Chile. Observatorio de Políticas Públicas USACH, Minuta 14. https://economia.usach.cl/index.php/informes-y notas/observatorio-de-politicas-en-educacion-superior
Sanli, S. G., Kizilkanat, E. D., Boyan, N., Ozsahin, E. T., Bozkir, M. G., Soames, R., Erol, H., & Oguz, O. (2005). Stature estimation based on hand length and foot length. Clinical Anatomy, 18(8), 589–596. https://doi.org/10.1002/ca.20146
Švábová (nee Uhrová), P., Caplova, Z., Beňuš, R., Chovancová (nee Kondeková), M., & Masnicová, S. (2022). Estimation of stature and body weight from static and dynamic footprints – Forensic implications and validity of non-colouring cream method. Forensic Science International, 330, 111105. https://doi.org/10.1016/j.forsciint.2021.111105
Thomazy, G. (2020). Tendencias actuales y nuevos desafíos de los migrantes en Chile. Acta Hispanica(II), 409–421. https://doi.org/10.14232/actahisp.2020.0.409-421
Uhrová, P., Beňuš, R., Masnicová, S., Obertová, Z., Kramárová, D., Kyselicová, K., Dörnhöferová, M., Bodoriková, S., & Neščáková, E. (2015). Estimation of stature using hand and foot dimensions in Slovak adults. Legal Medicine, 17(2), 92–97. https://doi.org/10.1016/j.legalmed.2014.10.005
Unidad de Estudios y Estadísticas de Género. (2018). Radiografía de género: pueblos originarios en Chile 2017. Instituto Nacional de Estadísticas de Chile.
Valenzuela, E. (2020). Frontera y luchas migrantes: riesgos y desafíos en el norte de Chile. In B. Frey, A. Forcintio, & A. Pardo (Eds.), Migraciones, Derechos Humanos y Acciones Locales (pp. 92–105). Hispanic Issues On Line 26.
Vukotic, M. (2020). Body height and its estimation utilizing foot length measurements in Montenegrin adolescents: A national survey. Nutrición Hospitalaria, 37(4), 794–798. http://dx.doi.org/10.20960/nh.03056
Yamaner, F., Karakabey, K., Kavlak, Y., & Sevindi, T. (2011). Foot morphology of Turkish football players according to foot preference. African Journal of Biotechnology, 10(26), 5102–5108. https://doi.org/10.5897/AJB10.2622
Zhang, X., Wei, Y., Zheng, L., Yu, K., Zhao, D., Bao, J., Li, Y., Lu, S., Xi, H., Xu, G., & Wen, Y. (2017). Estimation of stature by using the dimensions of the right hand and right foot in Han Chinese adults. Science China Life Sciences, 60(1), 81–90. https://doi.org/10.1007/s11427-016-0051-8
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Celso Sánchez-RamírezThe RAAB is a diamond-type open access journal. There are no charges for reading, sending or processing the work. Likewise, authors maintain copyright on their works as well as publication rights without restrictions.