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National, Regional, and Global Trends in Infertility Prevalence Since 1990: A Systematic Analysis of 277 Health Surveys

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Mascarenhas, Maya N., Flaxman, Seth R., Boerma, Ties, Vanderpoel, Sheryl, Stevens, Gretchen A.·2012·PLoS Medicine

Abstract

BACKGROUND: Global, regional, and national estimates of prevalence of and tends in infertility are needed to target prevention and treatment efforts. By applying a consistent algorithm to demographic and reproductive surveys available from developed and developing countries, we estimate infertility prevalence and trends, 1990 to 2010, by country and region. METHODS AND FINDINGS: We accessed and analyzed household survey data from 277 demographic and reproductive health surveys using a consistent algorithm to calculate infertility. We used a demographic infertility measure with live birth as the outcome and a 5-y exposure period based on union status, contraceptive use, and desire for a child. We corrected for biases arising from the use of incomplete information on past union status and contraceptive use. We used a Bayesian hierarchical model to estimate prevalence of and trends in infertility in 190 countries and territories. In 2010, among women 20-44 y of age who were exposed to the risk of pregnancy, 1.9% (95% uncertainty interval 1.7%, 2.2%) were unable to attain a live birth (primary infertility). Out of women who had had at least one live birth and were exposed to the risk of pregnancy, 10.5% (9.5%, 11.7%) were unable to have another child (secondary infertility). Infertility prevalence was highest in South Asia, Sub-Saharan Africa, North Africa/Middle East, and Central/Eastern Europe and Central Asia. Levels of infertility in 2010 were similar to those in 1990 in most world regions, apart from declines in primary and secondary infertility in Sub-Saharan Africa and primary infertility in South Asia (posterior probability [pp] ≥0.99). Although there were no statistically significant changes in the prevalence of infertility in most regions amongst women who were exposed to the risk of pregnancy, reduced child-seeking behavior resulted in a reduction of primary infertility among all women from 1.6% to 1.5% (pp=0.90) and a reduction of secondary infertility among all women from 3.9% to 3.0% (pp>0.99) from 1990 to 2010. Due to population growth, however, the absolute number of couples affected by infertility increased from 42.0 million (39.6 million, 44.8 million) in 1990 to 48.5 million (45.0 million, 52.6 million) in 2010. Limitations of the study include gaps in survey data for some countries and the use of proxies to determine exposure to pregnancy. CONCLUSIONS: We analyzed demographic and reproductive household survey data to reveal global patterns and trends in infertility. Independent from population growth and worldwide declines in the preferred number of children, we found little evidence of changes in infertility over two decades, apart from in the regions of Sub-Saharan Africa and South Asia. Further research is needed to identify the etiological causes of these patterns and trends.

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Research works printed but not linked: 38

  1. S Cousens, 2011, National, regional, and worldwide estimates of stillbirth rates in 2009 with trends since 1995: a systematic analysis, Lancet, 377, 1319, 10.1016/S0140-6736(10)62310-0 · DOI · Paper page
  2. J Boivin, 2007, International estimates of infertility prevalence and treatment-seeking: potential need and demand for infertility medical care, Hum Reprod, 22, 1506, 10.1093/humrep/dem046 · DOI · Paper page
  3. K Ericksen, 1996, Patterns and predictors of infertility among African women: a cross-national survey of twenty-seven nations, Soc Sci Med, 42, 209, 10.1016/0277-9536(95)00087-9 · DOI
  4. U Larsen, 2000, Primary and secondary infertility in sub-Saharan Africa, Int J Epidemiol, 29, 285, 10.1093/ije/29.2.285 · DOI · Paper page
  5. S Gurunath, 2011, Defining infertility—a systematic review of prevalence studies, Hum Reprod Update, 17, 575, 10.1093/humupd/dmr015 · DOI · Paper page
  6. SJ Dyer, 2009, International estimates on infertility prevalence and treatment seeking: potential need and demand for medical care, Hum Reprod, 24, 2379, 10.1093/humrep/dep219 · DOI
  7. PA Marchbanks, 1989, Research on infertility: definition makes a difference. The Cancer and Steroid Hormone Study Group, Am J Epidemiol, 130, 259, 10.1093/oxfordjournals.aje.a115332 · DOI
  8. U Larsen, 1989, Measuring sterility from incomplete birth histories, Demography, 26, 185, 10.2307/2061519 · DOI
  9. MN Mascarenhas, 2012, Measuring infertility in populations: constructing a standard definition for use with demographic and reproductive health surveys, Popul Health Metr, 10, 17, 10.1186/1478-7954-10-17 · DOI
  10. S Houzard, 2000, Analysis of the underestimation of induced abortions in a survey of the general population in France, Eur J Contracept Reprod Health Care, 5, 52, 10.1080/13625180008500370 · DOI
  11. RK Jones, 2007, Underreporting of induced and spontaneous abortion in the United States: an analysis of the 2002 National Survey of Family Growth, Stud Fam Plann, 38, 187, 10.1111/j.1728-4465.2007.00130.x · DOI · Paper page
  12. U Larsen, 2005, Research on infertility: which definition should we use?, Fertil Steril, 83, 846, 10.1016/j.fertnstert.2004.11.033 · DOI · Paper page
  13. Rowe PJ, Comhaire FH, Hargreave TB, Mellows HJ, Press CU (1993) WHO manual for the standardized investigation and diagnosis of the infertile couple. Cambridge: Cambridge University Press.
  14. E Gakidou, 2010, Increased educational attainment and its effect on child mortality in 175 countries between 1970 and 2009: a systematic analysis, Lancet, 376, 959, 10.1016/S0140-6736(10)61257-3 · DOI · Paper page
  15. A Patil, 2010, PyMC: Bayesian stochastic modelling in Python, J Stat Softw, 35, e1000301, 10.18637/jss.v035.i04 · DOI · Paper page
  16. Y Stöbel-Richter, 2005, The “wish to have a child”, childlessness and infertility in Germany, Hum Reprod, 20, 2850, 10.1093/humrep/dei121 · DOI
  17. G Ahmed, 1987, Underreporting of contraceptive use in Bangladesh, Int Fam Plann Perspect, 13, 136, 10.2307/2947787 · doi:10.2307/2947787
  18. H Fu, 1999, Contraceptive failure rates: new estimates from the 1995 National Survey of Family Growth, Fam Plann Perspect, 31, 56, 10.2307/2991640 · DOI · Paper page
  19. QJ Ding, 2006, Family size, fertility preferences, and sex ratio in China in the era of the one child family policy: results from national family planning and reproductive health survey, BMJ, 333, 371, 10.1136/bmj.38775.672662.80 · DOI · Paper page
  20. DM Goodkind, 2004, China's missing children: the 2000 census underreporting surprise, Popul Stud (Camb), 58, 281, 10.1080/0032472042000272348 · DOI
  21. Saloman J, Murray CJL (2002) A conceptual framework for understanding adaptation, coping and adjustment in health state valuations. Summary measures of population health. Geneva: World Health Organization. · DOI
  22. AL Greil, 2010, The hidden infertile: infertile women without pregnancy intent in the United States, Fertil Steril, 93, 2080, 10.1016/j.fertnstert.2009.08.024 · DOI
  23. U Larsen, 2003, Infertility in central Africa, Trop Med Int Health, 8, 354, 10.1046/j.1365-3156.2003.01039.x · DOI
  24. W Cates, 1985, Worldwide patterns of infertility: is Africa different?, Lancet, 2, 596, 10.1016/S0140-6736(85)90594-X · DOI · Paper page
  25. U Larsen, 2006, Infertility in a community and clinic-based sample of couples in Moshi, Northern Tanzania, East Afr Med J, 83, 10, 10.4314/eamj.v83i1.9355 · doi:10.4314/eamj.v83i1.9355
  26. Mayaud P (2001) The role of reproductive tract infections. In: Boerma JT, Mgalla Z, editors. Women and infertility in sub-Saharan Africa: a multi-disciplinary perspective. Amsterdam: Royal Tropical Institute Press. pp. 71–108.
  27. JA Collins, 2004, Overall prognosis with current treatment of infertility, Hum Reprod Update, 10, 309, 10.1093/humupd/dmh029 · DOI
  28. W Cates Jr, 1990, Sexually transmitted diseases, pelvic inflammatory disease, and infertility: an epidemiologic update, Epidemiol Rev, 12, 199, 10.1093/oxfordjournals.epirev.a036054 · DOI · Paper page
  29. 1987, Infections, pregnancies, and infertility: perspectives on prevention, Fertil Steril, 47, 964, 10.1016/S0015-0282(16)59230-9 · DOI
  30. E Carlsen, 1992, Evidence for decreasing quality of semen during past 50 years, BMJ, 305, 609, 10.1136/bmj.305.6854.609 · DOI · Paper page
  31. E te Velde, 2010, Is human fecundity declining in Western countries?, Hum Reprod, 25, 1348, 10.1093/humrep/deq085 · DOI
  32. U Larsen, 1994, Sterility in sub-Saharan Africa, Popul Stud, 48, 459, 10.1080/0032472031000147976 · doi:10.1080/0032472031000147976
  33. M Collet, 1988, Infertility in Central Africa: infection is the cause, Int J Gynaecol Obstet, 26, 423, 10.1016/0020-7292(88)90340-2 · DOI
  34. ZA Bhutta, 2011, Stillbirths: what difference can we make and at what cost?, Lancet, 377, 1523, 10.1016/S0140-6736(10)62269-6 · DOI · Paper page
  35. S Gloyd, 2001, Antenatal syphilis in sub-Saharan Africa: missed opportunities for mortality reduction, Health Policy Plan, 16, 29, 10.1093/heapol/16.1.29 · DOI
  36. EM McClure, 2009, Stillbirth in developing countries: a review of causes, risk factors and prevention strategies, J Matern Fetal Neonatal Med, 22, 183, 10.1080/14767050802559129 · DOI · Paper page
  37. I Favot, 1997, HIV infection and sexual behaviour among women with infertility in Tanzania: a hospital-based study, Int J Epidemiol, 26, 414, 10.1093/ije/26.2.414 · DOI
  38. JJC Lewis, 2004, The population impact of HIV on fertility in sub-Saharan Africa, AIDS, 18, S35, 10.1097/00002030-200406002-00005 · DOI

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Metadata

Authors
Mascarenhas, M. N., Flaxman, S. R., Boerma, T., Vanderpoel, S., & Stevens, G. A.
Venue
PLoS Medicine
Published
2012-12-18
Volume
9
Issue
12
Pages
e1001356
ISSN
  • 1549-1277 (ISSN-L)
  • 1549-1676
OpenAlex
W2055859834
Cited by
2,312
References
6
FWCI
60.17
Type
journal article
Language
en
Open access
gold

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Mascarenhas, M. N., Flaxman, S. R., Boerma, T., Vanderpoel, S., & Stevens, G. A. (2012). National, Regional, and Global Trends in Infertility Prevalence Since 1990: A Systematic Analysis of 277 Health Surveys. PLoS Medicine. https://doi.org/10.1371/journal.pmed.1001356

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