• Ancah Caesarina Novi Marchianti Department of Public Health, Medical Faculty, University of Jember, Indonesia
  • Linda Sekar Arum Medical Education, Medical Faculty, University of Jember, Indonesia
  • Laksmi Indreswari Depertment of Anatomy, Medical Faculty, University of Jember, Indonesia
  • Anisa Hanif Rizki Ainia Medical Education, Medical Faculty, University of Jember, Indonesia
Keywords: anthropometric formulas, height estimation, nutritional status, deutero-malay


Nutritional status can be assessed using a person’s height. Sometimes it is difficult to quantify for example in bedrest patient or abnormal stature, so it needs an alternative anthropometric measurement, such as height estimation based on long-bones measurement. Little information is available about the accuracy of these measurements, especially in deutero-malay ethnic. The present study aimed to compare accuracy for estimating height from several long-bones lengths to search an accurate anthropometric formula for nutritional status assessment. This study used an observational analytic method with cross sectional approach. The samples are students of Medical Faculty of University of Jember that meet the inclusion and exclusion criteria. Data were analyzed with Kolmogorov-Smirnov test, Pearson Correlation test and linear regression. The method is by measuring height with microtoise and bones length with medline. The result showed strong and positive (r > 0.5) correlation between height and length of long-bones, so linear regression can be done. Among ulna, femur, humerus and radius bones, femur formula showed the highest accuracy both in men (r right = 0.904; left =0.906) and women (r right = 0.911; left = 0.900). We conclude that anthropometric formula from estimation of height by length of femur is the most accurate from all formula, thus the most preferable to be used for height estimation in deutero-malay ethnic when assessing nutritional status. 


Anderson, M., Green, W.T., Messner, M.B, 1963, Growth and Prediction of growth in the Lower Extremities. The Journal of Bone and Joint Surgery, 45-A:1–14.
Agnohotri, A.K., Kachhwaha, S., Jowaheer, V. dan Singh, A.P., 2009, Estimating stature from percutaneous length of tibia and ulna in indo-mauritian population. Forensic Sci. Int. 187:109-110.
Ahmed, A.A., 2013, Estimation of Stature from The Upper Limb Measurements of Sudanese Adults. Forensic Sci Int., 228:178-179.
Akhlaghi M, Hajibeygi M, Zamani N, Moradi B., 2012, Estimation of stature from upper limb anthropometry in Iranian population, Journal of Forensic and Legal Medicine, 19(5):280-4.
Anupriya, A. and Kalpana, R., 2016, Estimating the Height of an Individual from the Length of Ulna in Tamil Nandu Population and its Clinical Significance. International Journal of Scientic Study, 4:254-257
Badan Pusat Statistik, 2013, Survei Sosial Ekonomi Nasional (Susenas) Tahun 2013 (Jakarta, Indonesia: Badan Pusat Statistik).
Barbosa, V.M., Stratton, R.J., Lafuentel, L., dan Elia, M., 2012, Ulna length to predict height in English and Portuguese patient populations. European Journal of Clinical Nutrition, 66:209–215.
Chikhalkar, Mangaonkar, Nanandkar, Peddawad., 2010, Estimation of Stature from Measurement of Long Bones, Hand and Foot Dimensions. J Indian Acad Forensic Med, 32 (4):329–33.
Cilik, W., Kuswandhani, T., Aryana, S., Astika, N., Yanson., Widana, K. 2010. Hubungan Antara Sudut Kelengkungan Thorak Dan Selisih tinggi Badan Ukur Dan Tinggi badan Hitung Berdasarkan Tinggi Lutut Pada Pasien Usia lanjut Di Poliklinik Geriatri Rumah sakit Sanglah Denpasar. Jurnal Penyakit dalam, 2(1).
Devinson, R., J., 2009, Penentuan Tinggi Badan Berdasarkan Lengan Bawah .Tesis (Medan, Indonesia: Fakultas Kedokteran Universitas Sumatera Utara).
Goon, D.T., Torolia, A.L., Musa, D.I., Akusu, S., 2011, The relationship between arm span and stature in nigerian adults. Kinesiology, 43(1), 38-43.
Honandar, B., 2014, Hubungan Tinggi Badan dan Panjang Ulna pada Etnis Sangihe Dewasa di Madidir Ure. Tidak Diterbitkan. Skripsi. (Manado, Indonesia: Universitas Sam Ratulangi).
Ilayperuma I, Nanayakkara G, Palahepitiya N., 2015, Assessment of Stature from the Percutaneous Measurement of Ulna in Healthy Volunteers. Int. J. Morphol, 2(3):154-157.
Itsna, U.H., 2015, Estimasi Tinggi Badan Berdasarkan Panjang Demispan dan Panjang Femur pada Mahasiswa Fakultas Kedokteran UNS Surakarta. Tidak Diterbitkan. Skripsi. (Surakarta, Indonesia: Universitas Sebelas Maret).
Krishan, K. and Sharma, A., 2007, Estimation of Stature from Dimensions of Hands and Feet in a North Indian Population. J Forensic Leg Med. 14:327–332
Kusuma, S.E, and Yudianto,A. Identifikasi medikolegal. Dalam: Hoediyanto dan Apuranto,H. Ilmu Kedokteran Forensik Dan Medikolegal. Edisi 7.Surabaya: Departemen Ilmu Kedokteran Forensik Dan Medikolegal Fakultas Kedokteran Universitas Airlangga. 2010; p. 311-336.
Madden, A. M., Tsikoura, Stott, D. J., 2012, The Estimation of Body Height from Ulna Length in Healthy Adults from Different Ethnic Groups. J Hum Nutr Diet, 25, 121–128.
Nor, F.M., Abdullah, N., Mustapa, A. M., Qi Wen L, Faisal, N. A., Ahmad, 2013, Estimation of stature by using lower limb dimensions in the Malaysian population. Journal of Forensic and Legal Medicine, 20(8):947-952
Ozaslan, A., Koc, S., Tugcu, H. 2006. Estimation of stature from upper extremity. Journal of Military Medicine. 171(4):288-91.
Papaloucas, M., Papaloucas, C., Tripolitsioti, A.,and Stergioulas, A., 2008.,The Assymetry in Length between Right and Left Humerus in Humans. Journal of Applied Sciences, 11(21):2509-12.
Prasad, A., Bhagwat, B., Porwal, S., Joshi, S., 2015, Estimation of Human Stature from length of Ulna in Marathwada Region of Maharashtra. Indian Journal of Forensic and Community Medicine, 2(3):154-157.
Reinhard, D., Verhoff, M. A., Schütz, F. H., 2013, Forensic Medicine: Fundamentals and Perspectives (Berlin, Germany: Springer Science & Business Media).
Schell, L.M., F.E. Johnston, D.R. Smith and A.M. Paolone, 1985, Directional asymmetry of body dimensions among white adolescents. American Journal of physical anthropology, 67: 317-322
Sugiyono, D., 2010, Metode penelitian kuantitatif kualitatif dan R&D (Bandung, Indonesia: Penerbit Alfabeta).
Trotter, M. and Gleser GC., 1958, A re-evaluation of Estimation of Stature Based on Measurements of Stature Taken During Life and of Long Bones After Death. Am J PhysAnthropol, 16:79-123
Tsokos, M. 2008. Forensic Pathology Reviews 5 (Berlin, Germany: Springer Science & Business Media).
Thummar, B., Patel, Z.K., Patel, S., Rathod, 2011, Measurements of Ulnar Length for Estimation of Stature in Gujarat. Forensic Sci. Int., 2(2):36–40.
WHO. 2013. Disability in the South-East Asia Region 2013 (New Delhi, India: WHO-SEARO).
WHO. 2013. World Report on Disability (Geneva, Switzerland: World Health Organization. York: Delmar Publisher Inc.)
How to Cite
Novi Marchianti, A. C., Arum, L. S., Indreswari, L., & Ainia, A. H. (2017). ANTHROPOMETRIC STUDY IN DEUTERO-MALAY ETHNIC IN SEARCH OF ACCURATE HEIGHT FORMULAS FOR NUTRITIONAL STATUS ASSESSMENT. Proceedings of the International Conference on Public Health, 3(2), 9-17.