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Son-biased sex ratios in the 2000
United States Census
Douglas Almond*† and Lena Edlund*‡
*Department of Economics, Columbia University, New York, NY 10025; and †National Bureau of Economic Research, 1050 Massachusetts Avenue,
Cambridge, MA 02138

Edited by Ronald Lee, University of California, Berkeley, CA, and approved March 3, 2008 (received for review January 24, 2008)

We document male-biased sex ratios among U.S.-born children of                                                                                       Whites
Chinese, Korean, and Asian Indian parents in the 2000 U.S. Census.




                                                                                                   2.0
This male bias is particularly evident for third children: If there was                                                                Mean and 95% CI boundaries

no previous son, sons outnumbered daughters by 50%. By con-
trast, the sex ratios of eldest and younger children with an older




                                                                                       Sex ratio (male/female)
                                                                                                         1.50
brother were both within the range of the biologically normal, as
were White offspring sex ratios (irrespective of the elder siblings’
sex). We interpret the found deviation in favor of sons to be                                                      1st Child                 2nd                               3rd
evidence of sex selection, most likely at the prenatal stage.




                                                                                         1.05
sex-selective abortion   son preference



T    he ratio of male to female births exceeds the biological norm                                                n=493,446         139,473 149,103               20,682      34,238   22,942

     of 1.05 (1) in a number of Asian countries, notably India (2,                                                   n.a.             Girl         Boy            Girl,Girl   Mixed Boy,Boy
3), China (4, 5), and South Korea (6, 7). Availability of prenatal
sex determination and induced abortion have been identified as                                                                 Chinese, Koreans and Asian Indians
                                                                                                   2.0
important factors (3, 8), to the point of the former being
(ineffectively) banned in India and China. Sex selection is no less
controversial outside Asian countries, but so far there has been
                                                                                       Sex ratio (male/female)




little evidence of prenatal diagnostics being used to that end (an
                                                                                                        1.50




exception being ref. 9).
   We document male-biased sex ratios among U.S.-born chil-
dren to Chinese, Koreans, and Asian Indians in the U.S. The
                                                                                          1.05




male bias is particularly evident for higher parities, echoing
patterns in the corresponding Asian countries (4, 6, 10). At third
parity, sons outnumbered daughters 1.51:1 if there was no
previous son. As a comparison, for India, the corresponding




                                                                                                                                                                                                      SOCIAL SCIENCES
                                                                                                                   n=11,553          3,006         3,095             324       338      241
figure was found to be 1.39:1 in a recent large-scale survey (2)                                                     n.a.             Girl         Boy            Girl,Girl   Mixed Boy,Boy
and 2.25:1 for China in the 1990 Census (3).
                                                                                                                                             Sex Previous Children
Results
                                                                                                                 Fig. 1.    Sex ratio by parity and sex of previous child(ren).
Using the 2000 U.S. Census, we find that the sex ratio of the
oldest child to be normal, but that of subsequent children to be
heavily male if there was no previous son. The sex ratio of the                 consumers in the U.S., raising the prospect of sex selection
second child was 1.17 if the first child was a girl. At third parity,           becoming more widely practiced in the near future.
boys outnumbered girls by 1.51:1 if the two previous children                      Son-biased sex ratios were found despite the absence of many
were girls (Fig. 1 Lower).                                                      of the factors advanced to rationalize son bias in India, China,
  By comparison, White offspring sex ratios varied only slightly                and Korea, such as China’s one-child policy, high dowry pay-
with parity and sex composition of previous children, and the                   ments (India), patrilocal marriage patterns (all three countries)
tendency was for repetition of the previous sex (Fig. 1 Upper).                 (11), or reliance on children for old age support and physical
                                                                                security.
Robustness. Similar results were obtained if we linked children to                 Although the magnitude of the deviations we find for second
only mothers or only fathers. The found male bias at higher parity              and third children is comparable to that documented for India,
was true irrespective of the mother’s citizenship status (a possible            China, and South Korea, the marriage market consequences for
marker of cultural assimilation and expectations regarding future               the U.S. are likely limited. Low fertility in the U.S. means that
dependence on children for old age support). If anything, mothers               births are concentrated at lower parities, where sex ratios are
with citizenship had more male-biased offspring sex ratios, but the             closer to the biological norm. In addition, because Indians,
difference was not statistically significant.

Discussion                                                                      Author contributions: D.A. and L.E. designed research, performed research, contributed
We document son-biased sex ratios at higher parities in a                       new reagents/analytic tools, analyzed data, and wrote the paper.

contemporary Western society. We interpret the found devia-                     The authors declare no conflict of interest.

tion in favor of sons to be evidence of sex selection, most likely              This article is a PNAS Direct Submission.
at the prenatal stage. Since 2005, sexing through a blood test as               ‡To   whom correspondence should be addressed. E-mail: le93@columbia.edu.
early as 5 weeks after conception has been marketed directly to                 © 2008 by The National Academy of Sciences of the USA



www.pnas.org cgi doi 10.1073 pnas.0800703105                                                                                PNAS     April 15, 2008           vol. 105        no. 15      5681–5682
Chinese, and Koreans make up 2% of the U.S. population, the                                    sample to families where the oldest child was 12 years or younger. Focusing on
effect on the breeding population sex ratio is small.                                          parity one through three yielded an analysis sample of 18,557 children in
                                                                                               11,553 families.
  Finally, the male bias we find in the U.S. appears to be recent.                                We investigated the sex ratio of children by parity (as calculated by the age
In the 1990 U.S. Census, the tendency for males to follow females                              of children reported in the household) and sex of previous children. In the
among Indians, Chinese, and Koreans is substantially muted.                                    absence of manipulation, we expected the sex ratio at each parity and sex
                                                                                               composition of older siblings to be random, with a mean of 1.05 at birth.
Materials and Methods                                                                          Lower parity children were older, but were born to younger mothers, two
We used the 2000 U.S. Census, 5% public use sample. We restricted the sample                   factors known to exert small and roughly offsetting effects on the sex ratio. As
                                                                                               for sex of previous children, there may have been a small tendency toward
to families where both the mother’s and the father’s race was given as
                                                                                               repeating the same sex (1, 12).
Chinese, Korean, or Indian, where either parent headed the household, and
where all children were born in the United States (to ensure that the offspring
                                                                                               ACKNOWLEDGMENTS. We would like to thank Mac Brown, Janet Currie,
sex composition was not the result of, for example, China’s one-child policy).                 Ronald Lee, and two anonymous referees for their comments. We also thank
We excluded families with adopted or step-children. To reduce the probability                  the Institute for Social and Economic Policy Research (ISERP) at Columbia
that there was an eldest child not in the household, we also restricted our                    University for financial support.


 1. Chahnazarian A (1988) Determinants of the sex ratio at birth: Review of recent              7. Chung W, Das Gupta M (2007) Why is son preference declining in South Korea? The role
    literature. Soc Biol 35:214 –235.                                                              of development and public policy, and the implications for China and India. (World
 2. Jha P, et al. (2006) Low female-to-male sex ratio of children born in India: National          Bank, Washington, DC) The World Bank Policy Research Working Paper no. 4373.
    survey of 1.1 million households. Lancet 367:211–218.                                       8. Hesketh T, Xing ZW (2006) Abnormal sex ratios in human populations: Causes and
 3. Bhat PNM, Zavier AJ Francis (2007) Factors influencing the use of prenatal diagnostic           consequences. Proc Natl Acad Sci USA 103:13271–13275.
    techniques and sex ratio at birth in India. Watering the Neighbour’s Garden, eds            9. Abrevaya J (2005) Are there missing girls in the United States? Evidence on gender
    Attane I, Guilmoto CZ (Committee for International Cooperation in National Research            preference and gender selection. Available at http://papers.ssrn.com/sol3/
    in Demography, Paris), pp 131–160.                                                             papers.cfm?abstract id 824266. Accessed February 16, 2008.
 4. Zeng Y, et al. (1993) Causes and implications of the recent increase in the reported sex   10. Das Gupta M (1987) Selective discrimination against female children in rural Punjab,
    ratio at birth in China. Population Dev Rev 19:283–302.                                        India. Population Dev Rev 13:77–100.
 5. Tuljapurkar S, Li N, Feldman MW (1995) High sex ratios in China’s future. Science          11. Das Gupta M, et al. (2003) Why is son preference so persistent in East and South Asia? A
    267:874 – 876.                                                                                 cross-country study of China, India and the Republic of Korea. J Dev Studies 40:153–187.
 6. Park CB, Cho NH (1995) Consequences of son preferences in a low-fertility society:         12. Renkonen KO, Makela O, Lehtovaara R (1962) Factors affecting the human sex ratio.
    Imbalance of the sex ratio at birth in Korea. Population Dev Rev 21:59 – 84.                   Nature 194:308 –309.




5682      www.pnas.org cgi doi 10.1073 pnas.0800703105                                                                                                              Almond and Edlund

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Son-biased sex ratios in the 2000 United States Census

  • 1. Son-biased sex ratios in the 2000 United States Census Douglas Almond*† and Lena Edlund*‡ *Department of Economics, Columbia University, New York, NY 10025; and †National Bureau of Economic Research, 1050 Massachusetts Avenue, Cambridge, MA 02138 Edited by Ronald Lee, University of California, Berkeley, CA, and approved March 3, 2008 (received for review January 24, 2008) We document male-biased sex ratios among U.S.-born children of Whites Chinese, Korean, and Asian Indian parents in the 2000 U.S. Census. 2.0 This male bias is particularly evident for third children: If there was Mean and 95% CI boundaries no previous son, sons outnumbered daughters by 50%. By con- trast, the sex ratios of eldest and younger children with an older Sex ratio (male/female) 1.50 brother were both within the range of the biologically normal, as were White offspring sex ratios (irrespective of the elder siblings’ sex). We interpret the found deviation in favor of sons to be 1st Child 2nd 3rd evidence of sex selection, most likely at the prenatal stage. 1.05 sex-selective abortion son preference T he ratio of male to female births exceeds the biological norm n=493,446 139,473 149,103 20,682 34,238 22,942 of 1.05 (1) in a number of Asian countries, notably India (2, n.a. Girl Boy Girl,Girl Mixed Boy,Boy 3), China (4, 5), and South Korea (6, 7). Availability of prenatal sex determination and induced abortion have been identified as Chinese, Koreans and Asian Indians 2.0 important factors (3, 8), to the point of the former being (ineffectively) banned in India and China. Sex selection is no less controversial outside Asian countries, but so far there has been Sex ratio (male/female) little evidence of prenatal diagnostics being used to that end (an 1.50 exception being ref. 9). We document male-biased sex ratios among U.S.-born chil- dren to Chinese, Koreans, and Asian Indians in the U.S. The 1.05 male bias is particularly evident for higher parities, echoing patterns in the corresponding Asian countries (4, 6, 10). At third parity, sons outnumbered daughters 1.51:1 if there was no previous son. As a comparison, for India, the corresponding SOCIAL SCIENCES n=11,553 3,006 3,095 324 338 241 figure was found to be 1.39:1 in a recent large-scale survey (2) n.a. Girl Boy Girl,Girl Mixed Boy,Boy and 2.25:1 for China in the 1990 Census (3). Sex Previous Children Results Fig. 1. Sex ratio by parity and sex of previous child(ren). Using the 2000 U.S. Census, we find that the sex ratio of the oldest child to be normal, but that of subsequent children to be heavily male if there was no previous son. The sex ratio of the consumers in the U.S., raising the prospect of sex selection second child was 1.17 if the first child was a girl. At third parity, becoming more widely practiced in the near future. boys outnumbered girls by 1.51:1 if the two previous children Son-biased sex ratios were found despite the absence of many were girls (Fig. 1 Lower). of the factors advanced to rationalize son bias in India, China, By comparison, White offspring sex ratios varied only slightly and Korea, such as China’s one-child policy, high dowry pay- with parity and sex composition of previous children, and the ments (India), patrilocal marriage patterns (all three countries) tendency was for repetition of the previous sex (Fig. 1 Upper). (11), or reliance on children for old age support and physical security. Robustness. Similar results were obtained if we linked children to Although the magnitude of the deviations we find for second only mothers or only fathers. The found male bias at higher parity and third children is comparable to that documented for India, was true irrespective of the mother’s citizenship status (a possible China, and South Korea, the marriage market consequences for marker of cultural assimilation and expectations regarding future the U.S. are likely limited. Low fertility in the U.S. means that dependence on children for old age support). If anything, mothers births are concentrated at lower parities, where sex ratios are with citizenship had more male-biased offspring sex ratios, but the closer to the biological norm. In addition, because Indians, difference was not statistically significant. Discussion Author contributions: D.A. and L.E. designed research, performed research, contributed We document son-biased sex ratios at higher parities in a new reagents/analytic tools, analyzed data, and wrote the paper. contemporary Western society. We interpret the found devia- The authors declare no conflict of interest. tion in favor of sons to be evidence of sex selection, most likely This article is a PNAS Direct Submission. at the prenatal stage. Since 2005, sexing through a blood test as ‡To whom correspondence should be addressed. E-mail: le93@columbia.edu. early as 5 weeks after conception has been marketed directly to © 2008 by The National Academy of Sciences of the USA www.pnas.org cgi doi 10.1073 pnas.0800703105 PNAS April 15, 2008 vol. 105 no. 15 5681–5682
  • 2. Chinese, and Koreans make up 2% of the U.S. population, the sample to families where the oldest child was 12 years or younger. Focusing on effect on the breeding population sex ratio is small. parity one through three yielded an analysis sample of 18,557 children in 11,553 families. Finally, the male bias we find in the U.S. appears to be recent. We investigated the sex ratio of children by parity (as calculated by the age In the 1990 U.S. Census, the tendency for males to follow females of children reported in the household) and sex of previous children. In the among Indians, Chinese, and Koreans is substantially muted. absence of manipulation, we expected the sex ratio at each parity and sex composition of older siblings to be random, with a mean of 1.05 at birth. Materials and Methods Lower parity children were older, but were born to younger mothers, two We used the 2000 U.S. Census, 5% public use sample. We restricted the sample factors known to exert small and roughly offsetting effects on the sex ratio. As for sex of previous children, there may have been a small tendency toward to families where both the mother’s and the father’s race was given as repeating the same sex (1, 12). Chinese, Korean, or Indian, where either parent headed the household, and where all children were born in the United States (to ensure that the offspring ACKNOWLEDGMENTS. We would like to thank Mac Brown, Janet Currie, sex composition was not the result of, for example, China’s one-child policy). Ronald Lee, and two anonymous referees for their comments. We also thank We excluded families with adopted or step-children. To reduce the probability the Institute for Social and Economic Policy Research (ISERP) at Columbia that there was an eldest child not in the household, we also restricted our University for financial support. 1. Chahnazarian A (1988) Determinants of the sex ratio at birth: Review of recent 7. Chung W, Das Gupta M (2007) Why is son preference declining in South Korea? The role literature. Soc Biol 35:214 –235. of development and public policy, and the implications for China and India. (World 2. Jha P, et al. (2006) Low female-to-male sex ratio of children born in India: National Bank, Washington, DC) The World Bank Policy Research Working Paper no. 4373. survey of 1.1 million households. Lancet 367:211–218. 8. Hesketh T, Xing ZW (2006) Abnormal sex ratios in human populations: Causes and 3. Bhat PNM, Zavier AJ Francis (2007) Factors influencing the use of prenatal diagnostic consequences. Proc Natl Acad Sci USA 103:13271–13275. techniques and sex ratio at birth in India. Watering the Neighbour’s Garden, eds 9. Abrevaya J (2005) Are there missing girls in the United States? Evidence on gender Attane I, Guilmoto CZ (Committee for International Cooperation in National Research preference and gender selection. Available at http://papers.ssrn.com/sol3/ in Demography, Paris), pp 131–160. papers.cfm?abstract id 824266. Accessed February 16, 2008. 4. Zeng Y, et al. (1993) Causes and implications of the recent increase in the reported sex 10. Das Gupta M (1987) Selective discrimination against female children in rural Punjab, ratio at birth in China. Population Dev Rev 19:283–302. India. Population Dev Rev 13:77–100. 5. Tuljapurkar S, Li N, Feldman MW (1995) High sex ratios in China’s future. Science 11. Das Gupta M, et al. (2003) Why is son preference so persistent in East and South Asia? A 267:874 – 876. cross-country study of China, India and the Republic of Korea. J Dev Studies 40:153–187. 6. Park CB, Cho NH (1995) Consequences of son preferences in a low-fertility society: 12. Renkonen KO, Makela O, Lehtovaara R (1962) Factors affecting the human sex ratio. Imbalance of the sex ratio at birth in Korea. Population Dev Rev 21:59 – 84. Nature 194:308 –309. 5682 www.pnas.org cgi doi 10.1073 pnas.0800703105 Almond and Edlund