IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0134525.html
   My bibliography  Save this article

Inter-Ethnic/Racial Facial Variations: A Systematic Review and Bayesian Meta-Analysis of Photogrammetric Studies

Author

Listed:
  • Yi Feng Wen
  • Hai Ming Wong
  • Ruitao Lin
  • Guosheng Yin
  • Colman McGrath

Abstract

Background: Numerous facial photogrammetric studies have been published around the world. We aimed to critically review these studies so as to establish population norms for various angular and linear facial measurements; and to determine inter-ethnic/racial facial variations. Methods and Findings: A comprehensive and systematic search of PubMed, ISI Web of Science, Embase, and Scopus was conducted to identify facial photogrammetric studies published before December, 2014. Subjects of eligible studies were either Africans, Asians or Caucasians. A Bayesian hierarchical random effects model was developed to estimate posterior means and 95% credible intervals (CrI) for each measurement by ethnicity/race. Linear contrasts were constructed to explore inter-ethnic/racial facial variations. We identified 38 eligible studies reporting 11 angular and 18 linear facial measurements. Risk of bias of the studies ranged from 0.06 to 0.66. At the significance level of 0.05, African males were found to have smaller nasofrontal angle (posterior mean difference: 8.1°, 95% CrI: 2.2°–13.5°) compared to Caucasian males and larger nasofacial angle (7.4°, 0.1°–13.2°) compared to Asian males. Nasolabial angle was more obtuse in Caucasian females than in African (17.4°, 0.2°–35.3°) and Asian (9.1°, 0.4°–17.3°) females. Additional inter-ethnic/racial variations were revealed when the level of statistical significance was set at 0.10. Conclusions: A comprehensive database for angular and linear facial measurements was established from existing studies using the statistical model and inter-ethnic/racial variations of facial features were observed. The results have implications for clinical practice and highlight the need and value for high quality photogrammetric studies.

Suggested Citation

  • Yi Feng Wen & Hai Ming Wong & Ruitao Lin & Guosheng Yin & Colman McGrath, 2015. "Inter-Ethnic/Racial Facial Variations: A Systematic Review and Bayesian Meta-Analysis of Photogrammetric Studies," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-20, August.
  • Handle: RePEc:plo:pone00:0134525
    DOI: 10.1371/journal.pone.0134525
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0134525
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0134525&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0134525?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Caglar Ozden & Christopher R. Parsons & Maurice Schiff & Terrie L. Walmsley, 2011. "Where on Earth is Everybody? The Evolution of Global Bilateral Migration 1960-2000," The World Bank Economic Review, World Bank, vol. 25(1), pages 12-56, May.
    2. Ying Yuan & Roderick J. A. Little, 2009. "Meta-Analysis of Studies with Missing Data," Biometrics, The International Biometric Society, vol. 65(2), pages 487-496, June.
    3. Kim, Jaehoon & Kim, Sangsin, 2015. "2012년 국회법 개정의 효과 연구 [A Study on the Effect of the 2012 National Assembly Act Amendment]," KDI Research Monographs, Korea Development Institute (KDI), volume 127, number v:2015-03(k):y:2015:p:1-1.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Adrian Sergiu Darabant & Diana Borza & Radu Danescu, 2021. "Recognizing Human Races through Machine Learning—A Multi-Network, Multi-Features Study," Mathematics, MDPI, vol. 9(2), pages 1-19, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bahar, Dany & Choudhury, Prithwiraj & Rapoport, Hillel, 2020. "Migrant inventors and the technological advantage of nations," Research Policy, Elsevier, vol. 49(9).
    2. Bomi Nomlala, 2021. "Financial Socialisation of Accounting Students in South Africa," International Journal of Finance & Banking Studies, Center for the Strategic Studies in Business and Finance, vol. 10(2), pages 01-15, April.
    3. Karl McShane, 2017. "Getting Used to Diversity? Immigration and Trust in Sweden," Economics Bulletin, AccessEcon, vol. 37(3), pages 1895-1910.
    4. Théo Benonnier & Katrin Millock & Vis Taraz, 2022. "Long-term migration trends and rising temperatures: the role of irrigation," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 11(3), pages 307-330, July.
    5. Jonathan Knuckey & Myunghee Kim, 2020. "The Politics of White Racial Identity and Vote Choice in the 2018 Midterm Elections," Social Science Quarterly, Southwestern Social Science Association, vol. 101(4), pages 1584-1599, July.
    6. Min Kwan Baek & Young Saing Kim & Eun Young Kim & Ae Jin Kim & Won-Jun Choi, 2016. "Health-Related Quality of Life in Korean Adults with Hearing Impairment: The Korea National Health and Nutrition Examination Survey 2010 to 2012," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-10, October.
    7. Nicole A. Cunningham, 2015. "Photothermal Therapy as an Alternative Treatment for the Clinical Management of Cancer," International Journal of Sciences, Office ijSciences, vol. 4(11), pages 30-32, November.
    8. Niki Koutrou & Athanasios (Sakis) Pappous & Anna Johnson, 2016. "Post-Event Volunteering Legacy: Did the London 2012 Games Induce a Sustainable Volunteer Engagement?," Sustainability, MDPI, vol. 8(12), pages 1-12, November.
    9. Alberto Alesina & Johann Harnoss & Hillel Rapoport, 2016. "Birthplace diversity and economic prosperity," Journal of Economic Growth, Springer, vol. 21(2), pages 101-138, June.
    10. Thu Hien DAO & Frédéric DOCQUIER & Mathilde MAUREL & Pierre SCHAUS, 2017. "Global Migration in the 20th and 21st Centuries: the Unstoppable Force of Demography," Working Paper 96d89f28-0e80-4703-9b33-6, Agence française de développement.
    11. Cristina Cattaneo & Emanuele Massetti, 2019. "Does Harmful Climate Increase Or Decrease Migration? Evidence From Rural Households In Nigeria," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 10(04), pages 1-36, November.
    12. Bertoli, Simone & Fernández-Huertas Moraga, Jesús, 2013. "Multilateral resistance to migration," Journal of Development Economics, Elsevier, vol. 102(C), pages 79-100.
    13. Raghda Abulsaoud Ahmed Younis, 2021. "Cognitive Diversity and Creativity: The Moderating Effect of Collaborative Climate," International Journal of Business and Management, Canadian Center of Science and Education, vol. 14(1), pages 159-159, July.
    14. Cattaneo, Cristina & Foreman, Timothy, 2023. "Climate change, international migration, and interstate conflicts," Ecological Economics, Elsevier, vol. 211(C).
    15. Walid EL-Ansari & Christiane Stock, 2016. "Gender Differences in Self-Rated Health among University Students in England, Wales and Northern Ireland: Do Confounding Variables Matter?," Global Journal of Health Science, Canadian Center of Science and Education, vol. 8(11), pages 168-168, November.
    16. Michel Beine & Ilan Noy & Christopher Parsons, 2021. "Climate change, migration and voice," Climatic Change, Springer, vol. 167(1), pages 1-27, July.
    17. John Gibson & Steven Stillman & David McKenzie & Halahingano Rohorua, 2013. "Natural Experiment Evidence On The Effect Of Migration On Blood Pressure And Hypertension," Health Economics, John Wiley & Sons, Ltd., vol. 22(6), pages 655-672, June.
    18. Ron Boschma & Simona Iammarino & Raffaele Paci & Jordy Suriñach & Raul Ramos & Jordi Suriñach, 2017. "A Gravity Model of Migration Between the ENC and the EU," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 108(1), pages 21-35, February.
    19. Obi K. Echendu & Imyhamy M. Dharmadasa, 2015. "Graded-Bandgap Solar Cells Using All-Electrodeposited ZnS, CdS and CdTe Thin-Films," Energies, MDPI, vol. 8(5), pages 1-20, May.
    20. Benjamin Elsner & Jeff Concannon, 2020. "Immigration and Redistribution," Working Papers 202024, School of Economics, University College Dublin.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0134525. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.