Abstract
The recent economic crisis has been linked with declines in population health. Evidence on the impact of the crisis on stillbirth rates is scarce. The aim of this study was to assess trends of stillbirth rates in Greece during the pre-crisis (2004–2008) and crisis period (2009–2015) and explore risk factors. Nationwide data (n = 1,276,816 births; 5023 stillbirths) were used to assess rates and trends through Poisson and joinpoint regressions. Multivariable Poisson regressions by nationality were fitted. The overall annual stillbirth rate was 3.9/1000 births with higher rates among non-Greeks (5.0/1000) than Greeks (3.7/1000). Non-significant decreasing trends were noted for Greeks (− 0.5%, 95% confidence interval [CI] − 1.4, 0.4%) versus non-significant increasing trends in non-Greeks (1.4%, 95% CI − 0.5, 3.3%). After adjusting for possible confounders, the relative stillbirth risk (RR) increased during the crisis versus the pre-crisis period (RRGreeks 1.61, 95% CI 1.50, 1.74; RRnon-Greeks 1.92, 95% CI 1.64, 2.26). Multiplicity, birth order, birth size, maternal education, marital status, and parental age were risk factors.
Conclusions: Bidirectional stillbirth trends were observed among Greeks and non-Greeks, whereas the RR increased by 2-fold during the crisis. Persisting disparities require tailored employment of preventive measures ensuring optimal quality of the child’s and maternal health.
What is Known: • Stillbirth rate is a key population health indicator reflecting economic development and health care services within a population. • The recent economic crisis has been linked with declines in population health. | |
What is New: • Economic crisis, ethnic minorities, and several modifiable factors seem to be significant determinants of stillbirth risk. |
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Abbreviations
- AGA:
-
Appropriate for gestational age
- APC:
-
Annual Percent Change
- CI:
-
confidence interval
- DAG:
-
Directed acyclic graph
- ELSTAT:
-
Hellenic Statistical Authority
- IC:
-
Intergrowth curve
- LGA:
-
Large for gestational age
- PARp:
-
Partial population attributable fraction
- RR:
-
Relative risk
- SEM:
-
Structural Equation Modeling
- SGA:
-
Small for gestational age
References
Flenady V, Wojcieszek AM, Middleton P, Ellwood D, Erwich JJ, Coory M, Khong TY et al (2016) Stillbirths: recall to action in high-income countries. Lancet 387:691–702
Heazell AE, Siassakos D, Blencowe H, Burden C, Bhutta ZA, Cacciatore J, Dang N, Das J, Flenady V, Gold KJ, Mensah OK, Millum J, Nuzum D, O’Donoghue K, Redshaw M, Rizvi A, Roberts T, Toyin Saraki HE, Storey C, Wojcieszek AM, Downe S; Lancet Ending Preventable Stillbirths Series study group; Lancet Ending Preventable Stillbirths investigator group (2016) Stillbirths: economic and psychosocial consequences. Lancet 387:604–616
Zeitlin J, Mortensen L, Cuttini M, Lack N, Nijhuis J, Haidinger G, Blondel B, Hindori-Mohangoo AD, Euro-Peristat Scientific C (2016) Declines in stillbirth and neonatal mortality rates in Europe between 2004 and 2010: results from the Euro-Peristat project. J Epidemiol Community Health 70:609–615
Michas G, Varytimiadi A, Chasiotis I, Micha R (2014) Maternal and child mortality in Greece. Lancet 383:691–692
Simou E, Koutsogeorgou E (2014) Effects of the economic crisis on health and healthcare in Greece in the literature from 2009 to 2013: a systematic review. Health Policy 115:111–119
Economou C, Kaitelidou D, Karanikolos M, Maresso A (2017) Greece: health system review. Health Syst Transit 19:1–166
Zografaki I, Papamichail D, Panagiotopoulos T (2018) Adverse effect of the financial crisis in Greece on perinatal factors. Eur J Pub Health 28:1116–1121
Villar J, Cheikh Ismail L, Victora CG, Ohuma EO, Bertino E, Altman DG, Lambert A, Papageorghiou AT, Carvalho M, Jaffer YA, Gravett MG, Purwar M, Frederick IO, Noble AJ, Pang R, Barros FC, Chumlea C, Bhutta ZA, Kennedy SH, International F, Newborn Growth Consortium for the 21st C (2014) International standards for newborn weight, length, and head circumference by gestational age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st Project. Lancet 384:857–868
Kim HJ, Fay MP, Feuer EJ, Midthune DN (2000) Permutation tests for joinpoint regression with applications to cancer rates. Stat Med 19:335–351
Bollini P, Pampallona S, Wanner P, Kupelnick B (2009) Pregnancy outcome of migrant women and integration policy: a systematic review of the international literature. Soc Sci Med 68:452–461
Braveman P (2006) Health disparities and health equity: concepts and measurement. Annu Rev Public Health 27:167–194
Schrier L, Wyder C, Del Torso S, Stiris T, von Both U, Brandenberger J, Ritz N (2019) Medical care for migrant children in Europe: a practical recommendation for first and follow-up appointments. Eur J Pediatr 178:1449–1467
Spiegelman D, Hertzmark E, Wand HC (2007) Point and interval estimates of partial population attributable risks in cohort studies: examples and software. Cancer Causes Control 18:571–579
Vlachadis N, Kornarou E (2013) Increase in stillbirths in Greece is linked to the economic crisis. BMJ 346:f1061
Maruthappu M, Ng KY, Williams C, Atun R, Agrawal P, Zeltner T (2015) The association between government healthcare spending and maternal mortality in the European Union, 1981-2010: a retrospective study. BJOG 122:1216–1224
Ifanti AA, Argyriou AA, Kalofonou FH, Kalofonos HP (2013) Financial crisis and austerity measures in Greece: their impact on health promotion policies and public health care. Health Policy 113:8–12
Siahanidou T, Dessypris N, Analitis A, Mihas C, Evangelou E, Chrousos G, Petridou E (2019) Disparities of infant and neonatal mortality trends in Greece during the years of economic crisis by ethnicity, place of residence and human development index: a nationwide population study. BMJ Open 9:e025287
Bhutta ZA, Das JK, Bahl R, Lawn JE, Salam RA, Paul VK, Sankar MJ, Blencowe H, Rizvi A, Chou VB, Walker N; Lancet Newborn Interventions Review Group; Lancet Every Newborn Study Group (2014) Can available interventions end preventable deaths in mothers, newborn babies, and stillbirths, and at what cost? Lancet 384:347–370
Sdona E, Papamichail D, Ragkou E, Briana DD, Malamitsi-Puchner A, Panagiotopoulos T (2018) Greek economic crisis and impaired perinatal parameters: experience from a public maternity hospital. J Matern Fetal Neonatal Med 31:2371–2375
Bay B, Boie S, Kesmodel US (2019) Risk of stillbirth in low-risk singleton term pregnancies following fertility treatment: a national cohort study. BJOG 126:253–260
Wu Y, Chen Y, Shen M, Guo Y, Wen SW, Lanes A, White RR, Adanlawo A, Walker M, Hua X (2019) Adverse maternal and neonatal outcomes among singleton pregnancies in women of very advanced maternal age: a retrospective cohort study. BMC Pregnancy Childbirth 19:3
Fretts R (2010) Stillbirth epidemiology, risk factors, and opportunities for stillbirth prevention. Clin Obstet Gynecol 53:588–596
Richardus JH, Graafmans WC, Verloove-Vanhorick SP, Mackenbach JP, EuroNatal International Audit P, EuroNatal Working G (2003) Differences in perinatal mortality and suboptimal care between 10 European regions: results of an international audit. BJOG 110:97–105
Gardosi J, Madurasinghe V, Williams M, Malik A, Francis A (2013) Maternal and fetal risk factors for stillbirth: population based study. BMJ 346:f108
Malacova E, Regan A, Nassar N, Raynes-Greenow C, Leonard H, Srinivasjois R, W Shand A, Lavin T, Pereira G (2018) Risk of stillbirth, preterm delivery, and fetal growth restriction following exposure in a previous birth: systematic review and meta-analysis. BJOG 125:183–192
Miettinen OS (1974) Proportion of disease caused or prevented by a given exposure, trait or intervention. Am J Epidemiol 99:325–332
Leader J, Bajwa A, Lanes A, Hua X, Rennicks White R, Rybak N, Walker M (2018) The effect of very advanced maternal age on maternal and neonatal outcomes: a systematic review. J Obstet Gynaecol Can 40:1208–1218
Urhoj SK, Andersen PK, Mortensen LH, Davey Smith G, Nybo Andersen AM (2017) Advanced paternal age and stillbirth rate: a nationwide register-based cohort study of 944,031 pregnancies in Denmark. Eur J Epidemiol 32:227–234
Man J, Hutchinson JC, Heazell AE, Ashworth M, Levine S, Sebire NJ (2016) Stillbirth and intrauterine fetal death: factors affecting determination of cause of death at autopsy. Ultrasound Obstet Gynecol 48:566–573
O’Donnell C, Burns N, Dowrick C, Lionis C, MacFarlane A, team R (2013) Health-care access for migrants in Europe. Lancet 382:393
Baauw A, Ritz N (2018) Towards better healthcare for migrant and refugee children in Europe. Eur J Pediatr 177:161–162
Saleem S, Tikmani SS, McClure EM, Moore JL, Azam SI, Dhaded SM, Goudar SS et al (2018) Trends and determinants of stillbirth in developing countries: results from the Global Network’s Population-Based Birth Registry. Reprod Health 15:100
Papadakaki M, Lionis C, Saridaki A, Dowrick C, de Brun T, O’Reilly-de Brun M, O’Donnell CA, Burns N, van Weel-Baumgarten E, van den Muijsenbergh M, Spiegel W, MacFarlane A (2017) Exploring barriers to primary care for migrants in Greece in times of austerity: perspectives of service providers. Eur J Gen Pract 23:128–134
Motti-Stefanidi F, Asendorpf JB (2017) Adaptation during a great economic recession: a cohort study of Greek and immigrant youth. Child Dev 88:1139–1155
Gissler M, Alexander S, MacFarlane A, Small R, Stray-Pedersen B, Zeitlin J, Zimbeck M, Gagnon A (2009) Stillbirths and infant deaths among migrants in industrialized countries. Acta Obstet Gynecol Scand 88:134–148
Wanigaratne S, Cole DC, Bassil K, Hyman I, Moineddin R, Shakya Y, Urquia ML (2016) Severe neonatal morbidity among births to refugee women. Matern Child Health J 20:2189–2198
Wanner P, Bollini P (2017) The contribution of the foreign population to the high level of infant mortality in Switzerland: a demographic analysis. BMC Pregnancy Childbirth 17:151
Gotsens M, Malmusi D, Villarroel N, Vives-Cases C, Garcia-Subirats I, Hernando C, Borrell C (2015) Health inequality between immigrants and natives in Spain: the loss of the healthy immigrant effect in times of economic crisis. Eur J Pub Health 25:923–929
Nybo Andersen AM, Gundlund A, Villadsen SF (2016) Stillbirth and congenital anomalies in migrants in Europe. Best Pract Res Clin Obstet Gynaecol 32:50–59
Wanigaratne S, Cole DC, Bassil K, Hyman I, Moineddin R, Urquia ML (2016) The influence of refugee status and secondary migration on preterm birth. J Epidemiol Community Health 70:622–628
Mozooni M, Preen DB, Pennell CE (2018) Stillbirth in Western Australia, 2005-2013: the influence of maternal migration and ethnic origin. Med J Aust 209:394-400
Widdows K, Reid HE, Roberts SA, Camacho EM, Heazell AEP (2018) Saving babies’ lives project impact and results evaluation (SPiRE): a mixed methodology study. BMC Pregnancy Childbirth 18:43
Kotsiou OS, Kotsios P, Srivastava DS, Kotsios V, Gourgoulianis KI, Exadaktylos AK (2018) Impact of the refugee crisis on the Greek healthcare system: a long road to Ithaca. Int J Environ Res Public Health 15
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TS, MK, GC, and EP were involved in the initial conception of the study. All authors contributed to the design, analysis, and interpretation of data. MK and CC developed the first draft of the manuscript; TS, ND, PD, DL, GC, and EP critically revised the manuscript and all authors approved the final version. ND, CC, and PD performed the statistical analyses. All authors agree to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. The corresponding author ensures that all the journal’s administrative requirements are properly completed.
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Siahanidou, T., Karalexi, M.A., Kantzanou, M. et al. Stillbirth in Greece during the years of economic crisis: a population-based study. Eur J Pediatr 179, 1157–1166 (2020). https://doi.org/10.1007/s00431-020-03588-6
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DOI: https://doi.org/10.1007/s00431-020-03588-6