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Sample-Selection Biases and the Historical Growth Pattern of Children

Published online by Cambridge University Press:  11 May 2020

Eric B. Schneider Open the ORCID record for Eric B. Schneider [Opens in a new window]
Eric B. Schneider*
Affiliation:
Economic History Department, London School of Economics and Political Science
*
Email: e.b.schneider@lse.ac.uk
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Abstract

Bodenhorn et al. (2017) have sparked considerable controversy by arguing that the fall in adult stature observed in military samples in the United States and Britain during industrialization was a figment of selection on unobservables in the samples. While subsequent papers have questioned the extent of the bias (Komlos and A’Hearn 2019; Zimran 2019), there is renewed concern about selection bias in historical anthropometric datasets. Therefore, this article extends Bodenhorn et al.’s discussion of selection bias on unobservables to sources of children’s growth, specifically focusing on biases that could distort the age pattern of growth. Understanding how the growth pattern of children has changed is important because these changes underpinned the secular increase in adult stature and are related to child stunting observed in developing countries today. However, there are significant sources of unobserved selection in historical datasets containing children’s and adolescents’ height and weight. This article highlights, among others, three common sources of bias: (1) positive selection of children into secondary school in the late nineteenth and early twentieth centuries; (2) distorted height by age profiles created by age thresholds for enlistment in the military; and (3) changing institutional ecology that determines to which institutions children are sent. Accounting for these biases adjusts the literature in two ways: evidence of a strong pubertal growth spurt in the nineteenth century is weaker than formerly acknowledged and some long-run analyses of changes in children’s growth are too biased to be informative, especially for Japan.

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Type
Special Issue Article
Information
Social Science History , Volume 44 , Special Issue 3: Selection Bias and Social Science History , Fall 2020 , pp. 417 - 444
Copyright
© The Author(s), 2020. Published by Cambridge University Press on behalf of the Social Science History Association

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References

Archival Sources

“Boys Record Books” (1876–1915) Training Ship Exmouth. MS MAB/2512, London Metropolitan Archives.Google Scholar
“Fifth Annual Report of the Committee for the Training Ship Exmouth 1880” (1881) MS MAB/2524, London Metropolitan Archives.Google Scholar
Institutions Commissioner (1898) “Annual report of the institutions commissioner for the year 1896–7,” in Documents of the city of Boston for the year 1896–7. City of Boston Archives.Google Scholar
Public Institutions Department (1895) “Annual report of the public institutions department, for the year 1894,” in Documents of the city of Boston for the year 1894. City of Boston Archives.Google Scholar
Public Institutions Department (1897) “Annual report of the public institutions department, for the year 1896,” in Documents of the city of Boston for the year 1896. City of Boston Archives.Google Scholar
“Thirty-Fifth Annual Report of the Committee for the Training Ship Exmouth 1910.” (1911) MS MAB/2554, London Metropolitan Archives.Google Scholar
“Twenty-Ninth Annual Report of the Committee for the Training Ship Exmouth 1904.” (1905) MS MAB/2548, London Metropolitan Archives.Google Scholar

References

A’Hearn, Brian, Baten, Joerg, and Crayen, Dorothee (2009a) “Quantifying quantitative literacy: Age heaping and the history of human capital.” The Journal of Economic History 69(3): 783–808. doi: 10.2307/40263943.CrossRefGoogle Scholar
A’Hearn, Brian, Peracchi, Franco, and Vecchi, Giovanni (2009b) “Height and the normal distribution: Evidence from Italian military data.” Demography 46(1): 1–25. doi: 10.1353/dem.0.0049.CrossRefGoogle ScholarPubMed
Ali, Md Ayub, Lestrel, Pete E, and Ohtsuki, Fumio (2000) “Secular trends for takeoff and maximum adolescent growth for eight decades of Japanese cohort data.” American Journal of Human Biology 12(5): 702–12.3.0.CO;2-W>CrossRefGoogle ScholarPubMed
Bailey, Roy E., Hatton, Timothy J, and Inwood, Kris (2016) “Health, height, and the household at the turn of the twentieth century.” The Economic History Review 69(1): 35–53. doi: 10.1111/ehr.12099.CrossRefGoogle Scholar
Beekink, Erik, and Kok, Jan (2017) “Temporary and lasting effects of childhood deprivation on male stature: Late adolescent stature and catch-up growth in Woerden (the Netherlands) in the first half of the nineteenth century.” The History of the Family 22(2–3): 196–213. doi: 10.1080/1081602X.2016.1212722.CrossRefGoogle Scholar
Bleakley, Hoyt, Costa, Dora, and Lleras-Muney, Adriana (2013) “Health, education and income in the United States, 1820–2000.” NBER Working Paper. No. 19162.Google Scholar
Bodenhorn, Howard, Guinnane, Timothy W, and Mroz, Thomas A (2017) “Sample-selection biases and the industrialization puzzle.” Journal of Economic History 77(1): 171–207. doi: 10.1017/s0022050717000031.CrossRefGoogle Scholar
Bowditch, H. P. (1877) The Growth of Children. Boston: Albert J. Wright.Google Scholar
Bowditch, H. P. (1879) The Growth of Children: A Supplementary Investigation. Boston: Rand, Avery & Co.Google Scholar
Burk, Frederic (1898) “Growth of children in height and weight.” The American Journal of Psychology 9(3): 253–326.CrossRefGoogle Scholar
Cameron, Noel (1979) “The growth of London schoolchildren 1904–1966: An analysis of secular trend and intra-county variation.” Annals of Human Biology 6(6): 505–25. doi: 10.1080/03014467900003921.CrossRefGoogle ScholarPubMed
Carson, Scott Alan (2009) “Geography, insolation, and vitamin D in nineteenth century US African-American and white statures.” Explorations in Economic History 46(1): 149–59. doi: 10.1016/j.eeh.2008.09.002.CrossRefGoogle Scholar
Cinnirella, F. (2008) “Optimists or pessimists? A reconsideration of nutritional status in Britain, 1740–1865.” European Review of Economic History 12(3): 325–54.CrossRefGoogle Scholar
Cole, T. J., and Mori, H. (2017) “Fifty years of child height and weight in Japan and South Korea: Contrasting secular trend patterns analyzed by SITAR.” American Journal of Human Biology (12): e23054–13. doi: 10.1002/ajhb.23054.Google ScholarPubMed
de Onis, Mercedes, Onyango, A. W., Borghi, E., Siyam, Amani, Nishida, Chizuru, and Siekmann, Jonathan (2007) “Development of a WHO growth reference for school-aged children and adolescents.” Bulletin of the World Health Organization 85(9): 660–67. doi: 10.2471/BLT.07.043497.CrossRefGoogle ScholarPubMed
Depauw, Ewout (2012) “Grote Gangsters of Klein Gespuis? De Lichaamslengte in De Gentse Gevangenis in De Negentiende Eeuw.” Handelingen Van De Maatschappij Voor Geschiedenis en Oudheidkunde Te Gent (66): 145–73.Google Scholar
Floud, Roderick, Wachter, Kenneth, and Gregory, Annabel (1990) Height, Health and History: Nutritional Status in the United Kingdom, 1750–1980. Cambridge: Cambridge University Press.CrossRefGoogle Scholar
Gao, Pei, and Schneider, Eric B (2020) “The growth pattern of British children, 1850–1975.” Economic History Review, forthcoming.Google Scholar
Godfrey, Barry, Cox, Pamela, Shore, Heather, and Alker, Zoe (2017) Young Criminal Lives: Life Courses and Life Changes from 1850. Oxford: Oxford University Press.CrossRefGoogle Scholar
Harris, Bernard (1994) “The height of schoolchildren in Britain, 1900–1950,” in Komlos, John (ed.) Stature, Living Standards, and Economic Development: Essays in Anthropometric History. Chicago: University of Chicago Press: 25–38.Google Scholar
Hatton, Timothy J., and Bray, Bernice E (2010) “Long run trends in the heights of European men, 19th–20th centuries.” Economics and Human Biology 8(3): 405–13. doi: 10.1016/j.ehb.2010.03.001.CrossRefGoogle Scholar
Horrell, Sara, Meredith, David, and Oxley, Deborah (2009) “Measuring misery: Body mass, ageing and gender inequality in Victorian London.” Explorations in Economic History 46(1): 93–119. doi: 10.1016/j.eeh.2007.12.001.CrossRefGoogle Scholar
Horrell, Sara, and Oxley, Deborah (2016) “Gender bias in nineteenth-century England: Evidence from factory children.” Economics and Human Biology (22): 47–64. doi: 10.1016/j.ehb.2016.03.006.CrossRefGoogle ScholarPubMed
Kirby, Peter (2013) Child Workers and Industrial Health in Britain, 1780–1850. Woodbridge: The Boydell Press.Google Scholar
Komlos, John (1993) “The secular trend in the biological standard of living in the United Kingdom, 1730–1860.” The Economic History Review 46(1): 115–44.CrossRefGoogle Scholar
Komlos, John (1998) “Shrinking in a growing economy? The mystery of physical stature during the Industrial Revolution.” The Journal of Economic History 58(3): 779–802. doi: 10.2307/2566624.CrossRefGoogle Scholar
Komlos, John (2004) “How to (and how not to) analyze deficient height samples.” Historical Methods: A Journal of Quantitative and Interdisciplinary History 37(4): 160–73. doi: 10.3200/HMTS.37.4.160-173.CrossRefGoogle Scholar
Komlos, John, and A’Hearn, Brian (2019) “Clarifications of a Puzzle: The decline in nutritional status at the onset of modern economic growth in the United States.” The Journal of Economic History 79(4): 1129–53. doi: 10.1017/S0022050719000573.CrossRefGoogle Scholar
Komlos, John, and Baten, Joerg (2004) “Looking backward and looking forward: Anthropometric research and the development of social science history.” Social Science History 28(2): 191–210. doi: 10.2307/40267839.Google Scholar
Komlos, John, Tanner, J. M., Davies, P. S. W., and Cole, T. (1992) “The growth of boys in the Stuttgart Carlschule, 1771–93.” Annals of Human Biology 19(2): 139–52. doi: 10.1080/03014469200002022.CrossRefGoogle Scholar
Margo, R. A., and Steckel, R. H. (1983) “Heights of native-born whites during the antebellum period.” Journal of Economic History 43(1): 167–74.CrossRefGoogle ScholarPubMed
Maxwell-Stewart, Hamish, Inwood, Kris, and Stankovich, Jim (2015) “Prison and the colonial family.” The History of the Family 20 (2): 231–48. doi: 10.1080/1081602X.2015.1006654.CrossRefGoogle Scholar
McMurray, C. (1996) “Cross-sectional anthropometry: What can it tell us about the health of young children?” Health Transition Review 6(2): 147–68.Google ScholarPubMed
Mosk, Carl (1996) Making Health Work: Human Growth in Modern Japan. Berkeley: University of California Press.Google Scholar
NCD Risk Factor Collaboration (2016) “A century of trends in adult human height.” eLife (5): 1–29. doi: 10.7554/eLife.13410.001.Google Scholar
Pritchett, Jonathan B., and Freudenberger, H. (1992) “A peculiar sample: The selection of slaves for the New Orleans market.” Journal of Economic History 52(1): 109–27.CrossRefGoogle Scholar
Pritchett, Jonathan B., and Freudenberger, H. (2016) “A peculiar sample: A reply to Steckel and Ziebarth.” The Journal of Economic History 76(1): 139–62.CrossRefGoogle Scholar
Roberts, C. (1874) “The physical development and the proportions of the human body.” St George’s Hospital Reports (8): 1–48.Google Scholar
Roberts, Evan, and Warren, John Robert (2017) “Family structure and childhood anthropometry in Saint Paul, Minnesota in 1918.” The History of the Family 22(2–3): 258–90. doi: 10.1080/1081602X.2016.1224729.CrossRefGoogle Scholar
Saito, O. (2003) “Human growth and economic development: an examination of school physical records, Yamanashi prefecture, Meiji Japan [in Japanese].” Keizai Kenkyu, 54(1): 19–32.Google Scholar
Schneider, Eric B. (2016) “Health, gender and the household: Children’s growth in the Marcella Street Home, Boston, MA, and the Ashford School, London, UK.” Research in Economic History (32): 277–361. doi: 10.1108/S0363-326820160000032005.CrossRefGoogle Scholar
Schneider, Eric B. (2017) “Children’s growth in an adaptive framework: Explaining the growth patterns of American slaves and other historical populations.” The Economic History Review 70(1): 3–29. doi: 10.1111/ehr.12484.CrossRefGoogle Scholar
Schneider, Eric B., and Ogasawara, Kota (2018) “Disease and child growth in industrialising Japan: Critical windows and the growth pattern, 1917–39.” Explorations in Economic History (69): 64–80. doi: 10.1016/j.eeh.2018.05.001.CrossRefGoogle Scholar
School Committee (1876) Annual Report of the School Committee of Boston 1875. Boston: Rockwell and Churchill.Google Scholar
Steckel, Richard H. (1987) “Growth depression and recovery: The remarkable case of American slaves.” Annals of Human Biology 14(2): 111–32. doi: 10.1080/03014468700006852.CrossRefGoogle ScholarPubMed
Steckel, Richard H. (1995) “Stature and the standard of living.” Journal of Economic Literature 33(4): 1903–40. doi: 10.2307/2729317.Google Scholar
Steckel, Richard H. (2009) “Heights and human welfare: Recent developments and new directions.” Explorations in Economic History 46(1): 1–23. doi: 10.1016/j.eeh.2008.12.001.CrossRefGoogle Scholar
Steckel, Richard H., and Ziebarth, Nicolas (2016) “Trader selectivity and measured catch-up growth of American slaves.” Journal of Economic History 76(1): 109–38. doi: 10.1017/S0022050716000437.CrossRefGoogle Scholar
Tanner, J. M. (1962) Growth at Adolescence. Oxford: Blackwell Scientific Publications.Google Scholar
Tanner, J. M. (1981) A History of the Study of Human Growth. Cambridge: Cambridge University Press.Google Scholar
“The Census of Massachusetts: 1875” (1876) Boston: Albert J. Wright.Google Scholar
Wachter, Kenneth W., and Trussell, James (1982) “Estimating historical heights.” Journal of the American Statistical Association 77(378): 279–93. doi: 10.2307/2287231.CrossRefGoogle Scholar
Whitwell, Greg, de Souza, Christine, and Nicholas, Stephen (1997) “Height, health, and economic growth in Australia, 1860–1940,” in Steckel, Richard H and Floud, Roderick (eds.) Health and Welfare during Industrialization. Chicago: University of Chicago Press: 379–422.Google Scholar
Zimran, Ariell (2019) “Sample-selection bias and height trends in the nineteenth-century United States.” Journal of Economic History 79(1): 99–138. doi: 10.1017/S0022050718000694.CrossRefGoogle Scholar