Skip to main content
Top
Published in: BMC Medical Informatics and Decision Making 1/2019

Open Access 01-12-2019 | Debate

Stillbirths: how should its rate be reported, its disability-adjusted-life-years (DALY), and stillbirths adjusted life expectancy

Author: Chander Kant

Published in: BMC Medical Informatics and Decision Making | Issue 1/2019

Login to get access

Abstract

Background

A 2016 study standardized the definition of stillbirths. It estimated the rate as a proportion of total births. A 2015 paper addressed the problem of disability-adjusted life-years (DALY) for stillbirths. There has been no adjustment of life expectancy at birth to account for stillbirths.

Methods and results

We follow mathematical and computational methods, use algebra to derive relationships, and large databases. We express the rate as a proportion of live births and use this rate to adjust life expectancy at birth for stillbirths. We then use the difference between the traditional life expectancy and stillbirths adjusted life expectancy (SALE) to obtain DALY for stillbirths for 194 countries, the Millennium Development Goal regions, and income groups.
We show defining stillbirths’ rate as a proportion of live births enhances stillbirths’ importance, especially in poorer countries; negates some of its under-statement vis-a-vis neonatal mortality rate, accentuates its decrease; and permits inference about relative magnitudes of stillbirths and neonatal mortality from the two rates. Using it, we derive stillbirths adjusted life expectancy, and suggest it reflects a more complete and accurate measure of comparative life expectancies of different countries. Its difference from the traditional life expectancy is used to measure DALY for stillbirths that totals 165.3 million years worldwide.

Conclusion

Stillbirths almost equals neonatal mortality yet have not received almost equal attention. We hope highlighting them and adjusting life expectancy for it will spur health interventions so that grand convergence of health outcomes in different countries can be more rapidly achieved. We also believe SALE is a more complete and accurate measure of comparative life expectancies.
Appendix
Available only for authorised users
Literature
1.
go back to reference WHO. Neonatal and perinatal mortality, Country, regional and global estimates. Geneva: World Health Organization; 2006. WHO. Neonatal and perinatal mortality, Country, regional and global estimates. Geneva: World Health Organization; 2006.
3.
go back to reference Cousens S, Blencowe H, Stanton C, Chou D, Ahmed S, et al. National, regional, and worldwide estimates of stillborn rates in 2009 with trends since 1995: a systematic analysis. Lancet. 2011;377:1319–30.CrossRef Cousens S, Blencowe H, Stanton C, Chou D, Ahmed S, et al. National, regional, and worldwide estimates of stillborn rates in 2009 with trends since 1995: a systematic analysis. Lancet. 2011;377:1319–30.CrossRef
4.
go back to reference WHO, UNICEF. Every Newborn: An action plan to end preventable deaths. Geneva: World Health Organization; 2014. WHO, UNICEF. Every Newborn: An action plan to end preventable deaths. Geneva: World Health Organization; 2014.
5.
go back to reference Blencowe H, Cousens S, Jassir FB, Say L, Chou D, et al. National, regional, and worldwide estimates of stillborn rates in 2015, with trends from 2000: a systematic analysis. Lancet Globl Health. 2016;4:e98–108.CrossRef Blencowe H, Cousens S, Jassir FB, Say L, Chou D, et al. National, regional, and worldwide estimates of stillborn rates in 2015, with trends from 2000: a systematic analysis. Lancet Globl Health. 2016;4:e98–108.CrossRef
6.
go back to reference The Stillbirth Collaborative Research Network Writing Group. Causes of death among stillbirths. JAMA. 2011;306(22):2459–68.CrossRef The Stillbirth Collaborative Research Network Writing Group. Causes of death among stillbirths. JAMA. 2011;306(22):2459–68.CrossRef
7.
go back to reference McClure EM, Goldenberg RJ. Stillbirth in developing countries: a review of causes, risk factors and prevention strategies. J Matern Fetal Neonatal Med. 2009;22(3):183–90.CrossRef McClure EM, Goldenberg RJ. Stillbirth in developing countries: a review of causes, risk factors and prevention strategies. J Matern Fetal Neonatal Med. 2009;22(3):183–90.CrossRef
8.
go back to reference Banerjee A, Deaton A, Duflo E. Wealth, health, and health services in rural Rajasthan. Am Econ Rev. 2004;94(2):326–30.CrossRef Banerjee A, Deaton A, Duflo E. Wealth, health, and health services in rural Rajasthan. Am Econ Rev. 2004;94(2):326–30.CrossRef
9.
go back to reference Chaudhury N, Hammer J, Kremer M, Muralidharan K, Rogers FH. Missing in action: teacher and health worker absence in developing countries. J Econ Perspect. 2006;20(1):91–116.CrossRef Chaudhury N, Hammer J, Kremer M, Muralidharan K, Rogers FH. Missing in action: teacher and health worker absence in developing countries. J Econ Perspect. 2006;20(1):91–116.CrossRef
10.
go back to reference Hernandez-Julian R, Mansour H, Peters C. The effects of intrauterine malnutrition on birth and fertility outcomes: evidence from the 1974 Bangladesh famine. Demography. 2014;51(5):1775–96.CrossRef Hernandez-Julian R, Mansour H, Peters C. The effects of intrauterine malnutrition on birth and fertility outcomes: evidence from the 1974 Bangladesh famine. Demography. 2014;51(5):1775–96.CrossRef
11.
go back to reference Cai Y, Wang F. Famine, social disruption, and involuntary fetal loss: evidence from Chinese survey data. Demography. 2005;42(2):301–22.CrossRef Cai Y, Wang F. Famine, social disruption, and involuntary fetal loss: evidence from Chinese survey data. Demography. 2005;42(2):301–22.CrossRef
12.
go back to reference Imdad A, Bhutta Z. Maternal nutrition and birth outcomes: effect of balanced protein-energy supplementation. Pediatr Perinat Epidemiol. 2012;26(Suppl. 1):178–90.CrossRef Imdad A, Bhutta Z. Maternal nutrition and birth outcomes: effect of balanced protein-energy supplementation. Pediatr Perinat Epidemiol. 2012;26(Suppl. 1):178–90.CrossRef
13.
go back to reference Jatlaoui TC, Ewing A, Mandel MG, Simmons KB, Suchdev DB, et al. Abortion surveillance — United States, 2013. MMWR CDC Surveill Summ. 2016;65(12):1–44.CrossRef Jatlaoui TC, Ewing A, Mandel MG, Simmons KB, Suchdev DB, et al. Abortion surveillance — United States, 2013. MMWR CDC Surveill Summ. 2016;65(12):1–44.CrossRef
14.
go back to reference Guttmacher Institute. The limitations of U.S. statistics on abortion. January 1, 1997. Guttmacher Institute. The limitations of U.S. statistics on abortion. January 1, 1997.
15.
go back to reference McCullough LB, Chervenak FA. A critical analysis of the concept and discourse of 'unborn child'. Am J Bioeth. 2008;8(7):34–9.CrossRef McCullough LB, Chervenak FA. A critical analysis of the concept and discourse of 'unborn child'. Am J Bioeth. 2008;8(7):34–9.CrossRef
16.
go back to reference Lloyd-Thomas AR, Fitzgerald M. Do fetuses feel pain? Reflex responses do not necessarily signify pain. BMJ. 1996;313(7060):797–8.CrossRef Lloyd-Thomas AR, Fitzgerald M. Do fetuses feel pain? Reflex responses do not necessarily signify pain. BMJ. 1996;313(7060):797–8.CrossRef
17.
go back to reference Anand KJ, Aranda JV, Berde CB, Buckman S, Capparelli EV, et al. Summary proceedings from the neonatal pain-control group. Pediatrics. 2006;117(3 Pt2):S9–22.CrossRef Anand KJ, Aranda JV, Berde CB, Buckman S, Capparelli EV, et al. Summary proceedings from the neonatal pain-control group. Pediatrics. 2006;117(3 Pt2):S9–22.CrossRef
18.
go back to reference Nielsen BB, Liljestrand J, Hedegaard M, Thilsted SH, Joseph A. Reproductive pattern, perinatal mortality, and sex preference in rural Tamil Nadu, South India: community based, cross sectional study. BMJ. 1997;314:1521–4.CrossRef Nielsen BB, Liljestrand J, Hedegaard M, Thilsted SH, Joseph A. Reproductive pattern, perinatal mortality, and sex preference in rural Tamil Nadu, South India: community based, cross sectional study. BMJ. 1997;314:1521–4.CrossRef
19.
go back to reference Woods R, editor. Long-term trends in fetal mortality: implications for developing countries. Bull World Health Organ. 2008;86(6):417–96. Woods R, editor. Long-term trends in fetal mortality: implications for developing countries. Bull World Health Organ. 2008;86(6):417–96.
20.
go back to reference Lawn JE, Blencowe H, Oza S, You D, Lee ACC, et al. Every newborn: Progress, priorities, and potential beyond survival. Lancet. 2014;384:189–205.CrossRef Lawn JE, Blencowe H, Oza S, You D, Lee ACC, et al. Every newborn: Progress, priorities, and potential beyond survival. Lancet. 2014;384:189–205.CrossRef
21.
go back to reference Goldenberg RL, McClure EM, Bhutta ZA, Belizan JM, Reddy UM, et al. And the Lancet’s stillbirths series steering committee. Stillbirths: the vision for 2020. Lancet. 2011;377:1798–805.CrossRef Goldenberg RL, McClure EM, Bhutta ZA, Belizan JM, Reddy UM, et al. And the Lancet’s stillbirths series steering committee. Stillbirths: the vision for 2020. Lancet. 2011;377:1798–805.CrossRef
23.
go back to reference Frøen JF, Cacciatore J, McClure EM, Kuti O, Jokhio AH, et al for the Lancet’s stillbirths series steering committee. Stillbirths: why they matter. Lancet. Published online April 14, 2011; doi:https://doi.org/10.1016/S0140-6736(10)62232–62235. Frøen JF, Cacciatore J, McClure EM, Kuti O, Jokhio AH, et al for the Lancet’s stillbirths series steering committee. Stillbirths: why they matter. Lancet. Published online April 14, 2011; doi:https://​doi.​org/​10.​1016/​S0140-6736(10)62232–62235.
27.
go back to reference WHO. International statistical classification of diseases and related health problems, 10th revision, Vol. 2, instruction manual. Geneva, 1993, Fifth Edition 2016. WHO. International statistical classification of diseases and related health problems, 10th revision, Vol. 2, instruction manual. Geneva, 1993, Fifth Edition 2016.
28.
go back to reference Save the Children. Surviving the first day. State of the world’s mothers. Save the Children, 2013. ISBN 1-888393-26-2. Save the Children. Surviving the first day. State of the world’s mothers. Save the Children, 2013. ISBN 1-888393-26-2.
29.
go back to reference Lawn JE, Kinney MV, Black RE, Pitt C, Cousens S, et al. Newborn survival: a multi-country analysis of a decade of change. Health Policy Plan. 2012;27(suppl 3):iii6–28.CrossRef Lawn JE, Kinney MV, Black RE, Pitt C, Cousens S, et al. Newborn survival: a multi-country analysis of a decade of change. Health Policy Plan. 2012;27(suppl 3):iii6–28.CrossRef
30.
go back to reference Woods CR, Davis DW, Duncan SD, Myers JA, O’Shea TM, et al. Variation in classification of live birth with newborn period death versus fetal death at the local level may impact reported infant mortality rate. BMC Pediatr. 2014;14:108.CrossRef Woods CR, Davis DW, Duncan SD, Myers JA, O’Shea TM, et al. Variation in classification of live birth with newborn period death versus fetal death at the local level may impact reported infant mortality rate. BMC Pediatr. 2014;14:108.CrossRef
31.
go back to reference Coale AJ, Banister J. Five decades of missing females in China. Demography. 1994;31(3):459–79.CrossRef Coale AJ, Banister J. Five decades of missing females in China. Demography. 1994;31(3):459–79.CrossRef
32.
go back to reference Msemo G, Massawe A, Mmbando D, Rusibamavila N, Manji K, et al. Newborn mortality and fresh stillbirth rates in Tanzania after helping babies breathe training. Pediatrics. 2013;131(2):e353–60.CrossRef Msemo G, Massawe A, Mmbando D, Rusibamavila N, Manji K, et al. Newborn mortality and fresh stillbirth rates in Tanzania after helping babies breathe training. Pediatrics. 2013;131(2):e353–60.CrossRef
33.
go back to reference Carlo WA, Goudar SS, Jehan I, Chomba E, Tshefu A, et al. Newborn-care training and perinatal mortality in developing countries. N England J Med. 2010;362(7):614–23.CrossRef Carlo WA, Goudar SS, Jehan I, Chomba E, Tshefu A, et al. Newborn-care training and perinatal mortality in developing countries. N England J Med. 2010;362(7):614–23.CrossRef
34.
go back to reference Murray CJL, Lopez AD, editors. The global burden of disease: a comprehensive assessment of mortality and disability from diseases, injuries, and risk factors in 1990 and projected to 2020. Cambridge: Harvard University Press; 1996. Murray CJL, Lopez AD, editors. The global burden of disease: a comprehensive assessment of mortality and disability from diseases, injuries, and risk factors in 1990 and projected to 2020. Cambridge: Harvard University Press; 1996.
35.
go back to reference Bobadilla J, Cowley P, Musgrove P, Saxenian H. Design, content, and packaging of an essential national package of health services. Bull World Health Organ. 1994;72:653–62.PubMedPubMedCentral Bobadilla J, Cowley P, Musgrove P, Saxenian H. Design, content, and packaging of an essential national package of health services. Bull World Health Organ. 1994;72:653–62.PubMedPubMedCentral
36.
37.
go back to reference Barros FC, Bhutta ZA, Batra M, Hansen TN, Victoria CG, et al. Global report on preterm birth and stillbirth (3 of 7): evidence for effectiveness of interventions. BMC Pregnancy Childbirth. 2010;10(Suppl 1):s3.CrossRef Barros FC, Bhutta ZA, Batra M, Hansen TN, Victoria CG, et al. Global report on preterm birth and stillbirth (3 of 7): evidence for effectiveness of interventions. BMC Pregnancy Childbirth. 2010;10(Suppl 1):s3.CrossRef
39.
go back to reference Stoll BJ, Hansen NI, Bell EF, Walsh MC, Carlo WA, et al. Trends in care practices, morbidity, and mortality of extremely preterm neonates, 1993-2012. JAMA. 2015;314(10):1039–51.CrossRef Stoll BJ, Hansen NI, Bell EF, Walsh MC, Carlo WA, et al. Trends in care practices, morbidity, and mortality of extremely preterm neonates, 1993-2012. JAMA. 2015;314(10):1039–51.CrossRef
40.
go back to reference Heazell AE, Siassakos D, Blencowe H, Burden C, Butta ZA, et al. Stillbirths: economic and psychosocial consequences. Lancet. 2016;387:604–16.CrossRef Heazell AE, Siassakos D, Blencowe H, Burden C, Butta ZA, et al. Stillbirths: economic and psychosocial consequences. Lancet. 2016;387:604–16.CrossRef
41.
go back to reference Jones CI, Klenow PJ. Beyond GDP? Welfare across countries and time. Am Econ Rev. 2016;106(9):2426–57.CrossRef Jones CI, Klenow PJ. Beyond GDP? Welfare across countries and time. Am Econ Rev. 2016;106(9):2426–57.CrossRef
Metadata
Title
Stillbirths: how should its rate be reported, its disability-adjusted-life-years (DALY), and stillbirths adjusted life expectancy
Author
Chander Kant
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Medical Informatics and Decision Making / Issue 1/2019
Electronic ISSN: 1472-6947
DOI
https://doi.org/10.1186/s12911-019-0850-8

Other articles of this Issue 1/2019

BMC Medical Informatics and Decision Making 1/2019 Go to the issue