Acta Scientific Medical Sciences (ASMS)(ISSN: 2582-0931)

Research Article Volume 8 Issue 5

Logistic Regression Models for Sex Estimation Using Percutaneous Upper Arm and Forearm Anthropometric Dimensions in Adolescent School Children in Southwest Nigeria

Racheal Osareme Ebukhaile1*, Lucky Uche Ubulu2, Lewis Bamidele Babatunde1, Obukowho Benson Ichipi3 and Nwachukwu Mike Ibeabuchi1

1Department of Anatomy, University of Lagos, Nigeria
2Department of Human Biology, Clinical Anatomy and Biological Anthropology, University of Cape Town, South Africa
3University of KwaZulu-Natal

*Corresponding Author: Racheal Osareme Ebukhaile, Department of Anatomy, University of Lagos, Nigeria.

Received: March 22, 2024; Published: April 22, 2024

Abstract

Sex estimation has a significant bearing on the personal identification of victims of mass disasters or fatal assaults, especially from incomplete or mutilated remains and highly decomposed bodies. The scientific literature on personal identification among adolescents in Africa is limited and sparse in Nigerians. This study aims to formulate a model for sex estimation using the long bones of the upper limb in the adolescent Nigerian population.

Four anthropometric measurements, including humerus length, intercondylar humerus width, ulna length and radius length, were recorded for 483 healthy Nigerian adolescent school children (240 males and 243 females) aged 10 to 17 years.

Independent t-tests showed significant sex differences (p < 0.05) for all the parameters, with males having higher values than females. Regression formulae were developed for each of the parameters. In our logistic regression model, females were better classified, with an overall accuracy of 82.3%. The model presented provides new tools for standardizing sex determination in this population.

 Keywords: Sex Determination; Logistic Regression; Anthropometry; Adolescent Nigerians

References

  1. Kranioti EF., et al. “Craniometric analysis of the modern Cretan population”. Forensic Science International 2-3 (2008): 110-e111.
  2. Ruff CB and Hayes WC. “Sex differences in age‐related remodeling of the femur and tibia”. Journal of Orthopaedic Research6 (1988): 886-896.
  3. González-Reimers E., et al. “Sex determination by discriminant function analysis of the right tibia in the prehispanic population of the Canary Islands”. Forensic Science International 3 (2000): 165-172.
  4. Cowal LS and Pastor RF. “Dimensional variation in the proximal ulna: Evaluation of a metric method for sex assessment”. American Journal of Physical Anthropology 135 (2008): 469-478.
  5. Bašić Ž., et al. “Sex determination in skeletal remains from the medieval Eastern Adriatic coast – discriminant function analysis of humeri”. Croatian Medical Journal 3 (2013): 272-278.
  6. Kranioti EF and Tzanakis N. “Estimation of sex from the upper limb in Modern Cretans with the aid of ROC-analysis: A technical report”. Forensic Research and Criminology International Journal 2 (2015): 34-38.
  7. Tomczyk J., et al. “Sex estimation of upper long bones by selected measurements in a Radom (Poland) population from the 18th and 19th centuries AD”. Anthropological Review 3 (2017): 287-300.
  8. Sakaue K. “Sexual determination of long bones in recent Japanese”. Anthropological Science 1 (2004): 75-81.
  9. Cho EO. “Sex Estimation of East Asian Individuals Using Bones of the Hands and Feet”. Forensic Anthropology (University of Florida)4 (2019).
  10. Yadav S., et al. “An Estimation of Stature and Sex using Various Anthropometric Parameters in South Indian Population”. Journal of Forensic Science and Medicine 2 (2023): 130-136.
  11. Pajokh M., et al. “Upper Limb Anthropometric Measurements of Iranian Medical Students for Estimating Sex and Stature”. Middle East Journal of Rehabilitation and Health Studies 1 (2022): e119423.
  12. Simpson R and Hugh M. “Ancestry Variation in the Accuracy of Rogers’s Method of Sex Estimation”. Forensic Anthropology 3 (2020):151.
  13. Steyn M and İşcan MY. “Osteometric variation in the humerus: sexual dimorphism in South Africans”. Forensic Science International2 (1999): 77-85.
  14. Barrier ILO and L’abbé EN. “Sex determination from the radius and ulna in a modern South African sample”. Forensic Science International1 (2008): 85-e91.
  15. Roli OI., et al. “Determination of Sex and Stature from Percutaneous Anthropometric Dimensions of the Upper Arm and Forearm Bones in an Adult Nigerian Population in Lagos”. Journal of Forensic Research 06 (2022).
  16. Saunders SR and Hoppa RD. “Sex allocation from long bone measurements using logistic regression”. Canadian Society of Forensic Science Journal 2 (1997): 49-60.
  17. Howley D., et al. “Estimating sex and stature using anthropometry of the upper extremity in an Australian population”. Forensic Science International 287 (2018): 220-e221.
  18. Armah C., et al. “A preliminary anthropometric study of height and sex determination using percutaneous humeral and tibial lengths”. Australian Journal of Forensic Sciences 4 (2017): 396-402.
  19. Curate F., et al. “Sex estimation with the total area of the proximal femur: A densitometric approach”. Forensic Science International 275 (2017): 110-116.
  20. Ibeabuchi PC., et al. “Determination of Sexual Dimorphism by Odontometric Study using Discriminant Function Analysis of Adult Ikwerre Dental cast”. SJAMS 4B (2015): 1732-1738.
  21. Zeybek G., et al. “Stature and gender estimation using foot measurements”. Forensic Science International 1-3 (2008): 54-e61.
  22. Ubulu LU., et al. “Predictive Modelling of Stature from percutaneous Anthropometric Hand Dimensions of Adolescent Nigerian School Children”. Journal of Forensic Sciences and Criminal Investigation 5 (2020): 555897.
  23. Rogers TL. “Sex determination of adolescent skeletons using the distal humerus”. American Journal of Physical Anthropology: The Official Publication of the American Association of Physical Anthropologists1 (2009): 143-148.
  24. Marfell-Jones M. “Kinanthropometric Assessment”. Guidelines for Athlete Assessment in New Zealand Sport. Auckland University of Technology. NewZealand (1991).
  25. Celbis O and Agritmis H. “Estimation of stature and determination of sex from radial and ulnar bone lengths in a Turkish corpse sample”. Forensic Science International 2-3 (2006): 135-139.
  26. Zahor SA and Russa D. “Hand Anthropometry; Sex Determination from Hand Dimensions in Adult Tanzanians”. Sex Determination from Hand Dimensions in Adult Tanzanians (2016).
  27. Klales AR. “Current State of Sex Estimation in Forensic Anthropology”. Forensic Anthropology2 (2021): 118.
  28. Alabi SA., et al. “Evaluation of sexual dimorphism by discriminant function analysis of toe length (1T-5T) of adult Igbo populace in Nigeria”. Nigerian Medical Journal 4 (2016): 226-232.
  29. Rogers TL. “A visual method of determining the sex of skeletal remains using the distal humerus”. Journal of Forensic Sciences1 (1999): 57.

Citation

Citation: Racheal Osareme Ebukhaile., et al. “Logistic Regression Models for Sex Estimation Using Percutaneous Upper Arm and Forearm Anthropometric Dimensions in Adolescent School Children in Southwest Nigeria”.Acta Scientific Medical Sciences 8.5 (2024): 69-75.

Copyright

Copyright: © 2024 Racheal Osareme Ebukhaile., et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.




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