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Demography

, Volume 43, Issue 3, pp 569–585 | Cite as

Death by survey: Estimating adult mortality without selection bias from sibling survival data

  • Emmanuela Gakidou
  • Gary King
Article

Abstract

The widely used methods for estimating adult mortality rates from sample survey responses about the survival of siblings, parents, spouses, and others depend crucially on an assumption that, as we demonstrate, does not hold in real data. We show that when this assumption is violated so that the mortality rate varies with sib ship size, mortality estimates can be massively biased. By using insights from work on the statistical analysis of selection bias, survey weighting, and extrapolation problems, we propose a new and relatively simple method of recovering the mortality rate with both greatly reduced potential for bias and increased clarity about the source of necessary assumptions.

Keywords

Root Mean Square Error Maternal Mortality Female Respondent Standard Estimator Adult Mortality 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. Bicego, G. 1997. “Estimating Adult Mortality Rates in the Context of the AIDS Epidemic in Sub-Saharan Africa: Analysis of DHS Sibling Histories.” Health Transition Review 7(S2):7–22.Google Scholar
  2. Brass, W. and K. Hill. 1973. “Estimating Adult Mortality in Africa From Orphanhood.” Pp. 111–23 in Proceedings of the International Population Conference, Liege. Liege: International Union for the Scientific Study of Population.Google Scholar
  3. Chiphangwi, J.D., T.P. Zamaere, W. Graham, B. Duncan, T. Kenyon, and R. Chinayama. 1992. “Maternal Mortality in the Thyolo District of Southern Malawi.” East African Medical Journal 69:675–79.Google Scholar
  4. Danel, I., W. Graham, P. Stupp, and P. Castillo. 1996. “Applying the Sisterhood Method for Estimating Maternal Mortality to a Health Facility-Based Sample: A Comparison With Results From a Household-Based Sample.” International Journal of Epidemiology 25:1017–22.CrossRefGoogle Scholar
  5. Feeney, G. 2001. “The Impact of HIV/AIDS on Adult Mortality in Zimbabwe.” Population and Development Review 27:771–980.CrossRefGoogle Scholar
  6. Gakidou, E., M. Hogan, and A.D. Lopez. 2004. “Adult Mortality: Time for a Reappraisal.” International Journal of Epidemiology 33:710–17.CrossRefGoogle Scholar
  7. Garenne, M. and F. Friedberg. 1997. “Accuracy of Indirect Estimates of Maternal Mortality: The Sisterhood Methods.” Studies in Family Planning 28:132–42.CrossRefGoogle Scholar
  8. Graham, W., W. Brass, and R.W. Snow. 1989. “Estimating Maternal Mortality: The Sisterhood Methods.” Studies in Family Planning 20:125–35.CrossRefGoogle Scholar
  9. Hill, K. and J. Trussell. 1977. “Further Developments in Indirect Mortality Estimation.” Population Studies 31:313–34.CrossRefGoogle Scholar
  10. King, G., M. Tomz, and J. Wittenberg. 2000. “Making the Most of Statistical Analyses: Improving Interpretation and Presentation.” American Journal of Political Science 44:341–55.CrossRefGoogle Scholar
  11. King, G. and L. Zeng. 2006. “The Dangers of Extreme Counterfactuals.” Political Analysis 14: 131–59.CrossRefGoogle Scholar
  12. Malaker, C.R. 1986. “Estimation of Adult Mortality in India: 1971–1981.” Demography India 15:126–36.Google Scholar
  13. Preston, S.H., P. Heuveline, and M. Guillot. 2001. Demography: Measuring and Modeling Population Processes. Oxford, England: Blackwell.Google Scholar
  14. Shahidullah, M. 1995. “The Sisterhood Method of Estimating Maternal Mortality: The Matlab Experience.” Studies in Family Planning 26:101–106.CrossRefGoogle Scholar
  15. Shiferaw, T. and F. Tessema. 1963. “Maternal Mortality in Rural Communities of Illubabor, Southwestern Ethiopia: As Estimated by the ‘Sisterhood Method.” Ethiopian Medical Journal 31:239–49.Google Scholar
  16. Singh, R. 2000. “Estimation of Adult Mortality From Widowhood Data for India and Its Major States.” Report. International Institute for Population Sciences, Mumbai, India.Google Scholar
  17. Stanton, C., A. Noureddine, and K. Hill. 2000. “An Assessment of DHS Maternal Mortality Indicators.” Studies in Family Planning 31:111–23.CrossRefGoogle Scholar
  18. Timoeus, I. 1986. “An Assessment of Methods for Estimating Adult Mortality From Two Sets of Data on Maternal Orphanhood.” Demography 23:435–50.CrossRefGoogle Scholar
  19. —. 1991a. “Estimation of Adult Mortality From Orphanhood Before and Since Marriage.” Population Studies 45:455–72.CrossRefGoogle Scholar
  20. —. 1991b. “Measurement of Adult Mortality in Developing Countries: A Comparative Review.” Population Index 57:552–68.CrossRefGoogle Scholar
  21. Timoeus, I.M. and M. Jasseh. 2004. “Adult Mortality in Sub-Saharan Africa: Evidence From Demographic and Health Surveys.” Demography 41:757–72.CrossRefGoogle Scholar
  22. Trussell, J. and G. Rodríguez. 1990. “A Note on the Sisterhood Estimator of Maternal Mortality.” Studies in Family Planning 21:344–46.CrossRefGoogle Scholar
  23. Walraven, G.E.L. and P.W.J. van Dongen. 1994. “Assessment of Maternal Mortality in Tanzania.” British Journal of Obstetrics and Gynaecology 101:414–17.CrossRefGoogle Scholar
  24. Wirawan, D.N. and M. Linnan. 1994. “The Bali Indirect Maternal Mortality Study.” Studies in Family Planning 5:304–309.CrossRefGoogle Scholar
  25. Zaba, B. 1986. Measurement of Emigration Using Indirect Techniques: Manual for the Collection and Analysis of Data on Residence of Relatives. Belgium: Ordina Editions.Google Scholar
  26. Zaba, B. and P.H. David. 1996. “Fertility and the Distribution of Child Mortality From Data on Adult Siblings.” Pp. 43–66 in Brass Tacks: Essays in Medical Demography, edited by B. Zaba and J. Blacker. London: Athlone.Google Scholar
  27. Zaba, B., I. Timoeus, and M. Ali. 2001. “Estimation of Adult Mortality From Data on Adult Siblings.” Pp. 43–66 in Brass Tacks: Essays in Medical Demography, edited by B. Zaba and J. Blacker. London: Athlone.Google Scholar

Copyright information

© Population Association of America 2006

Authors and Affiliations

  • Emmanuela Gakidou
    • 1
  • Gary King
    • 2
  1. 1.Institute for Quantitative Social ScienceHarvard UniversityUSA
  2. 2.Department of GovernmentHarvard University, Institute for Quantitative Social ScienceCambridge

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