Infectious Diseases in Obstetrics and Gynecology

Infectious Diseases in Obstetrics and Gynecology / 2010 / Article
Special Issue

Infectious Diseases and Prematurity

View this Special Issue

Research Article | Open Access

Volume 2010 |Article ID 350763 | 7 pages |

Malaria, Intestinal Helminths and Other Risk Factors for Stillbirth in Ghana

Academic Editor: Bryan Larsen
Received22 Sep 2009
Accepted10 Mar 2010
Published01 Apr 2010


Objective. The objective of the study was to assess Plasmodium/intestinal helminth infection in pregnancy and other risk factors for stillbirth in Ghana. Methods. A cross-sectional study of women presenting for delivery in two hospitals was conducted during November-December 2006. Data collected included sociodemographic information, medical and obstetric histories, and anthropometric measures. Laboratory investigations for the presence of Plasmodium falciparum and intestinal helminths, and tests for hemoglobin levels were also performed. Results. The stillbirth rate was relatively high in this population (5%). Most of the stillbirths were fresh and 24% were macerated. When compared to women with no malaria, women with malaria had increased risk of stillbirth ( , 95%  –9.3). Other factors associated with stillbirth were severe anemia, low serum folate concentration, past induced abortion, and history of stillbirth. Conclusion. The fact that most of the stillbirths were fresh suggests that higher quality intrapartum care could reduce stillbirth rates.

1. Introduction

Of the 130 million babies born worldwide every year, approximately 4 million are stillborn [1], more than 98% of these occur in developing countries [2]. Stillbirth accounts for more than half of perinatal mortality in developing countries [3]. In Sub-Saharan Africa, stillbirths account for more than 3% of deliveries each year [2]. While countries in South-East Asia report the highest overall numbers of stillbirth, countries in Africa report the highest incidence rates per 1000 live births [4]. The average stillbirth rate in developing countries has been reported to be 26 per 1000 live births, about five times higher than in developed countries (5 per 1000) [4]. One fourth to one third of all stillbirths is estimated to take place during delivery [5, 6]. Stillbirths occurring in the intrapartum period generally have a normal appearance and are often called “fresh” stillbirths [5]. The skin not being intact implies death more than 24 hours before delivery (antepartum), often called “macerated” stillbirths [5].

Stillbirths have not been widely studied, have been under-reported, and rarely have been considered in attempts to improve birth outcomes in developing countries [5, 6]. There are many factors associated with stillbirth including inadequate access to obstetric care, inadequate care [7], malaria, hypertensive disease, poor nutritional status, history of stillbirth, congenital anomalies, sickle cell disease, and high burden of infectious comorbidities [5, 810].

Conceptually, infection may result in fetal death through several pathways [11]. First, maternal infection may cause severe illness, leading to fetal death [12, 13]. Also, an infection in the uterus or anywhere else in the mother’s body may precipitate preterm labor [14]. Last, the placenta may be directly infected, leading to reduced blood flow to the fetus, a likely cause of stillbirth associated with malaria infection [15]. When malaria parasites infect the placenta, placental insufficiency results because of lymphocyte and macrophage accumulation, and increased expression of pro-inflammatory cytokines; these impede maternal blood flow through the placenta [16, 17]. Intestinal helminths, including hookworms and Trichuris trichura, have been associated with anemia [18, 19]. A study in Tanzania showed that 63% of stillbirths were attributable to maternal anemia [20]. It has been suggested that low hemoglobin concentrations can cause a state of chronic hypoxia, which is presumably exacerbated in pregnancy when oxygen demands are particularly high because of the metabolism of the mother and the fetus, and that oxygen transfer to the fetus is probably reduced in anemic women [21]. Folate deficiency causes megaloblastic anemia [22]. Circulating folate concentrations decline in pregnant women, hence the need for supplementation [22]. A strong association has been observed between maternal plasma, cord plasma, and placental folate concentrations, suggesting that transplacental folate delivery depends on maternal plasma folate concentrations [22].

According to the World Health Organization’s Opportunities for Africa's Newborns 2006 report, the stillbirth rate for Ghana is 24 per 1000 deliveries. Even though stillbirths represent a large proportion of perinatal deaths, causes of stillbirths are poorly understood in Ghana. To our knowledge, the association between malaria and intestinal helminth coinfection in pregnancy and stillbirth has not been studied. Few studies have studied the association between malaria and helminths in pregnancy, with conflicting results. This study provides baseline data in this area. Given that 98% of stillbirths occur in developing countries, especially sub-Saharan Africa [2], which also has a high burden of malaria and intestinal helminth [23] infections, it is important to investigate the role of these infections in contributing to stillbirth.

2. Methods

The study was conducted in Kumasi, the capital of the Ashanti region of Ghana. Kumasi is the second largest city in Ghana with a population of 1.2 million [24]. The climate in Kumasi is humid and tropical, with two rainy seasons, April to June and September to October. Helminth infection is endemic in the Ashanti region [25], which also has an intense perennial malaria transmission, the predominant parasite being Plasmodium falciparum [24].

The Institutional Review Board of the University of Alabama at Birmingham and the Committee on Human Research, Publications and Ethics, School of Medical Sciences, Kwame Nkrumah University of Science and Technology, Kumasi reviewed and approved the study protocol before its implementation.

A cross-sectional study of women presenting for delivery at two hospitals in Kumasi, the Komfo Anokye Teaching Hospital (KATH), and the Manhyia Polyclinic was conducted in November and December 2006. All women with a singleton, uncomplicated pregnancy were asked to participate. After informed consent was obtained, a questionnaire was administered to collect sociodemographic information, and medical and obstetric histories. Body weight and mid upper arm circumference (MUAC) were measured for each woman. Obstetric information was also obtained from the mothers’ antenatal care (ANC) charts. ANC charts provided information on number of antenatal care visits, gestational age as assessed by palpation at first ANC visit or ultrasound at first ANC, tetanus shots, malaria prophylaxis, antihelminth medications, hemoglobin level, and illnesses and treatments during pregnancy. Blood was drawn by venipuncutre for determination of hemoglobin levels, serum folate level, and malaria antigen tests. Stool samples were obtained for determination of intestinal helminths.

At delivery, state of the newborn (alive or stillbirth), sex, weight, and length were obtained as recorded by the midwives.

Determination of malaria antigen in plasma was done using the Malaria Antigen Celisa (Cellabs, Brookvale, Australia). The malaria Antigen Celisa kit is a monoclonal antibody-based assay specific for P. falciparum malaria. The assay detects a merozoite antigen that circulates in the blood for up to 14 days postinfection. Determination of Hookworms, Ascaris lumbricoides, and Trichuris trichura was done using the Kato-Katz thick smear technique (WHO, 1991). Stool samples were processed within 12 hours of collection and examined microscopically within one hour of preparation to avoid missing hookworm ova. For Strongyloides stercoralis, samples were processed using the Baermann method [26]. Serum folate was measured by radioimmunoassay. Hemoglobin level was measured in an automatic cell counter (Sysmex M-2000; Digitana AG, Hamburg, Germany) about 30 minutes after blood sampling.

Variables were defined as follows—uncomplicated pregnancy: absence of hypertension, pre-eclampsia, history of a previous caesarean section and hemorrhage, and a normal presentation of the fetus [27]. Malaria infection: presence of malaria antigen in the mother’s peripheral blood at the time of delivery. Intestinal helminth infection: presence of helminth eggs or larvae in stool collected at the time of delivery. Coinfected: positive for both malaria and intestinal helminths at delivery. Anemia: hemoglobin levels 11 g/dL of blood, and severe anemia: hemoglobin level 8 g/dL [28]. Low serum folate: serum folate concentration 6.8 nmol/L [29]. Stillbirth: an intrauterine death of a fetus weighing at least 500 grams after 20 completed weeks of gestation occurring before the complete expulsion or extraction from its mother [30]. An intrauterine death of a fetus during labor or delivery was considered a fresh stillbirth, and an intrauterine death of a fetus sometime before the onset of labor, where the fetus showed degenerative changes was considered a macerated stillbirth [30]. Induced Abortion: the purposeful interruption of an intrauterine pregnancy with the intention other than to produce a live-born infant, and which does not result in a live birth [31].

Sample size was calculated using unpublished reports on stillbirth from the two study hospitals, which estimated that at least 1%–1.5% of 1000 births would be stillbirths. We made the assumption that if we obtained 10 stillbirths, and that 10–25% of women with normal births had both malaria and intestinal helminth infections, at a 5% significance level, we would have 80% power to detect an odds ratio of 7.5–9.0; assuming 15 stillbirths, we would be able to detect an odds ratio of 6.0–7.5.

3. Data Analysis

Data analysis was performed using SAS software version 9.1 (SAS Institute, Cary, NC). Differences in socio-demographic and obstetric characteristics by stillbirth were assessed by chi-square or t-test. Correlation analyses were performed to identify potential multicollinearity between independent variables. To determine factors associated with stillbirth, we used multiple logistic regression. Variables that were significant ( ) on bivariate analysis and those that are known to be associated with stillbirth based on previous studies were entered into a regression model [32]. Through this procedure, we calculated odds ratios (OR) and 95% confidence intervals (CI).

4. Results

Seven hundred and eighty five (785) women were recruited into the study before delivery in the two hospitals in Kumasi. We obtained both malaria and intestinal helminth results from 746 women, and data analysis was limited to these women. None of the women smoked and only 14 (1.8%) consumed alcohol. Overall, the mean age of the women was 26.8 years (range: 15 to 48 years); 21.1% were single, 30.2% were primigravidae, 30.6% were anemic, 29.5% had a prior induced abortion, and 5.2% had a history of stillbirth (Table 1).

ALLNo ( )Yes ( )
Characteristics % %Yes% -value

Formal education
 Middle or Junior Secondary36348.934849.21542.9
Senior Secondary11715.811316.0411.4
Weekly income
Marital Status
 Living in union14018.913419.0617.1
Trimester at first ANC visit
Less than 5 ANC visits31843.229642.22262.9.02
Sulfadoxine pyrimethamine doses
 None19726.417725.02054.1 .01
No deworming71996.968596.93497.1.93
Folate level
 Low29055.626253.52887.5 .01
Hemoglobin level
 Normal ( 11 g/dL)51269.549670.81644.4 .01
 Moderate anemia (8–10.9 g/dL)19226.117925.51336.1
 Severe anemia ( 8 g/dL)334.5263.7719.4
Previous induced abortion21729.519227.52565.6 .01
History of stillbirth275.2163.31139.3 .01

Numbers in each category may be less than the total due to missing values; Bold ; = number.

There were 37 cases of stillbirths (4.9% of all deliveries). Of these, 9 (24.3%) were macerated. A higher proportion of women who were single did not receive SP during pregnancy, had fewer than 5 ANC visits, had low folate levels, were anemic, had had a prior induced abortion or a prior stillbirth and delivered a stillborn infant compared to their counterparts (Table 1).

Of the 746 women, 407 (54.6%) had neither infection, 147 (19.7%) were infected with P. falciparum only, 68 (9.1%) were infected with helminths only, while 124 (16.6%) were coinfected. A higher proportion of women with either organism presented with stillbirth than women with neither infection. Women who were coinfected had a modestly higher rate of stillbirth than women with a single infection (Table 2).

Infection Status col % row %

Malaria alone14719.7106.8
Helminths alone689.157.4
Malaria and helminth coinfected12416.6129.7

Col = column; = number; with or without other infection. Bold .

Low serum folate, severe anemia, prior induced abortion and prior stillbirth were each strongly, independently associated with stillbirth, with increased odds ranging from over 3-fold to a 6-fold increase (Table 3). Women with malaria irrespective of whether or not they had intestinal helminths had a 90% increased odds of stillbirth. Although intestinal helminth infection had a stronger association, it was not statistically significant (Table 3).

CharacteristicsCrude Adjusted Adjusted

Age (per 5 years)––1.8
No SP doses2.52.70.8––13.3
First trimester ANC visit1.02.21.2––11.9
Low serum folate3.63.92.0––17.1
 Moderate versus normal2.33.30.9––11.8
 Severe versus normal4.84.22.7––41.8
Past induced abortion5.33.62.2––26.5
Past stillbirth5.76.43.8––33.1
Infection status
 Malaria (yes versus no)–9.3N/A
 Intestinal helminths (yes versus no)–14.1N/A
Infection status
 Malaria only versus uninfected2.9N/A1.70.4–8.7
 Helminths only versus uninfected3.2N/A2.80.6–19.5
 Coinfected versus uninfected4.3N/A1.71.0–9.7

OR-Odds Ratio. CI- Confidence interval. Bold .
Model includes 2 individual infections with or without the other infection.
Model includes single infections and coinfection.

5. Discussion

This study demonstrated that the study population had a relatively high rate of stillbirth (5% of all deliveries). Factors associated with stillbirth were malaria, severe anemia, low serum folate concentration, past induced abortion, and history of stillbirth.

Many stillbirths were fresh (75.7%), an indication that a proportion of these cases could likely have been prevented [5].

It has been suggested that stillbirths occurring in the peripartum period could be prevented through appropriate cesarean section, improved obstetric care, and improved emergency response to obstetric complications [5]. In this study, women who had fewer antenatal care visits had an increased risk of stillbirth, suggesting that stillbirths are closely linked to use and quality of maternal services [33].

Malaria is endemic in many African countries, and is thought to play a role in contributing to stillbirth [9]. We observed an association between malaria and stillbirth. A similar finding has been observed in sub-Saharan Africa [34]. Intestinal helminths, especially Hookworms and Trichuris can cause anemia [18, 19], which in turn leads to adverse birth outcomes including stillbirth [20]. We did not observe an association between intestinal helminths and stillbirth, a finding that has been previously reported [35]. However, our observation could be the result of small numbers, that is, malaria was more common than intestinal helminthes. Coinfection with malaria and intestinal helminths did not increase the risk for stillbirth but as in the case of intestinal helminths, this could be a matter of numbers. A study in Tanzania found that 63% of stillbirths were attributable to anemia [20]. Malaria contributes to anemia by hemolysis or destruction of parasitized cells and causes shortened red cell survival [36, 37], while hookworms and Trichuris cause anemia through direct blood loss [19, 38]. Since the mechanisms by which malaria and intestinal helminth infections cause anemia differ, it is possible that their impact on anemia are additive [39] and could exacerbate adverse birth outcomes. Anemia was a risk factor for stillbirth in this study. The association between anemia and stillbirth has been demonstrated previously [20]. Low serum folate was associated with stillbirth. Folate deficiency causes megaloblastic anemia [22]. Circulating folate concentrations decline in pregnant women, hence the need for folate supplementation [22]. A strong association has been observed between maternal plasma, cord plasma, and placental folate concentrations, suggesting that transplacental folate delivery depends on maternal plasma folate concentrations [22]. Some studies [40, 41] have reported higher rates of stillbirth in women with megaloblastic anemia than those without.

Another risk factor for stillbirth in our study is history of induced abortion. Abortion is legal in Ghana only for medical reasons, and is not available upon request (Ministry of Health, Ghana). Most women seeking abortion therefore sometimes attempt illegal abortions, and then go to the hospital for treatment of complications [42]. Removal of retained products of conception in the hospital setting is usually performed by cervical dilation and curettage [43]. There has been concern that this may result in cervical insufficiency, hence future adverse birth outcomes [44].

History of stillbirth substantially increased the risk of stillbirth in the study population. The tendency to repeat pregnancy outcomes in successive births is well known and includes risk of stillbirth [45]. Previous studies have demonstrated that women with a history of stillbirth may have a 6 to 10-fold increased risk of stillbirth [46, 47]. The causal mechanism may involve impaired placental development and function due to compromised vascular support system [48].

A methodological weakness of our study lies in limited power due to the number of stillbirths, therefore our findings should be interpreted with caution. The fact that it was a cross-sectional study also limits our ability to draw causal or temporal associations. The study however has several strengths including new findings, high participation and consistency with other studies in some risk factors of stillbirth, which strengthens confidence in the new findings. Another strength of the study lies in the fact that the hospitals in which the study was conducted are secondary and tertiary hospitals which cater to large numbers of women of all socioeconomic status from Kumasi and surrounding areas. The 2008 Demographic Health Survey for Ghana (DHS, 2008) reported that 82.4% of women in urban areas in Ghana deliver in a health facility. Our results are therefore representative of most pregnant women in the area.

The fact that most of the stillbirths were fresh suggests that higher quality intrapartum care could reduce stillbirth rates. More studies need to be conducted to further assess the association between stillbirth and malaria and intestinal helminth coinfection. It is important to conduct further studies to investigate risk factors of stillbirth to determine which stillbirths are preventable so that targeted interventions can be developed and tailored for resource-poor settings.


The authors thank Drs. Evans Afryie-Gwayu and Timothy Phillips for their assistance with folate tests. We thank Joseph Dugbartey for help with data collection and Ezra Mereng, Janet Kibet and Dan Bunei for help with data entry. The authors also thank the staff at the labor wards of Komfo Anokye Teaching Hospital and Manhyia Polyclinic and laboratory technicians for assisting in many ways to realize this work. Special thanks go to all the pregnant women who participated in this study. The authors thank Dr. Thomas Kruppa, Professor Ohene Adjei and other laboratory personnel at the KCCR (KNUST) for use of their laboratory facilities and for assistance with cell separation and shipping. This research was supported by USAID Grant LAG-G-00-96-90013-00 for the Peanut Collaborative Support Research Program and the UAB Framework Program for Global Health, Grant R25TW007501, Fogarty International Center, National Institutes of Health.


  1. J. E. Lawn, S. Cousens, and J. Zupan, “4 million neonatal deaths. When? Where? Why?” The Lancet, vol. 365, no. 9462, pp. 891–900, 2005. View at: Publisher Site | Google Scholar
  2. C. Stanton, J. E. Lawn, H. Rahman, K. Wilczynska-Ketende, and K. Hill, “Stillbirth rates: delivering estimates in 190 countries,” The Lancet, vol. 367, no. 9521, pp. 1487–1494, 2006. View at: Publisher Site | Google Scholar
  3. S. Cnattingius, B. Haglund, and M. S. Kramer, “Differences in late fetal death rates in association with determinants of small for gestational age fetuses: population based cohort study,” British Medical Journal, vol. 316, no. 7143, pp. 1483–1487, 1998. View at: Google Scholar
  4. Population Reference Bureau, Evaluating Stillbirths. Improving Stillbirth Data Could Help Make Stillbirths a Visible Public Health Priority, Population Reference Bureau, 2006.
  5. J. Lawn, K. Shibuya, and C. Stein, “No cry at birth: global estimates of intrapartum stillbirths and intrapartum-related neonatal deaths,” Bulletin of the World Health Organization, vol. 83, no. 6, pp. 409–417, 2005. View at: Google Scholar
  6. World Health Organization, Neonatal and Perinatal Mortality: Country, Regional and Global Estimates, World Health Organization, Geneva, Switzerland, 2006.
  7. C. Ronsmans, J. F. Etard, G. Walraven et al., “Maternal mortality and access to obstetric services in West Africa,” Tropical Medicine and International Health, vol. 8, no. 10, pp. 940–948, 2003. View at: Publisher Site | Google Scholar
  8. E. M. McClure, M. Nalubamba-Phiri, and R. L. Goldenberg, “Stillbirth in developing countries,” International Journal of Gynecology and Obstetrics, vol. 94, no. 2, pp. 82–90, 2006. View at: Publisher Site | Google Scholar
  9. R. L. Goldenberg and C. Thompson, “The infectious origins of stillbirth,” American Journal of Obstetrics and Gynecology, vol. 189, no. 3, pp. 861–873, 2003. View at: Publisher Site | Google Scholar
  10. J. Zupan, “Perinatal mortality in developing countries,” New England Journal of Medicine, vol. 352, no. 20, pp. 2047–2048, 2005. View at: Publisher Site | Google Scholar
  11. R. S. Gibbs, “The origins of stillbirth: infectious diseases,” Seminars in Perinatology, vol. 26, no. 1, pp. 75–78, 2002. View at: Google Scholar
  12. J. B. Hardy, E. N. Azarowicz, A. Mannini, D. N. Medaris, and R. E. Cooke, “The effect of Asian influenza on the outcome of pregnancy: Baltimore 1957-1958,” American Journal of Public Health, vol. 51, pp. 1182–1188, 1961. View at: Google Scholar
  13. P. Horn, “Poliomyelitis in pregnancy: a twenty-year report from Los Angeles County, California,” Obstetrics and Gynecology, vol. 6, no. 2, pp. 121–137, 1955. View at: Google Scholar
  14. R. L. Goldenberg, J. C. Hauth, and W. W. Andrews, “Intrauterine infection and preterm delivery,” The New England Journal of Medicine, vol. 342, pp. 1500–1507, 2003. View at: Google Scholar
  15. R. W. Steketee, J. J. Wirima, L. Slutsker, D. L. Heymann, and J. G. Breman, “The problem of malaria and malaria control in pregnancy in sub-Saharan Africa,” American Journal of Tropical Medicine and Hygiene, vol. 55, no. 1, pp. 2–7, 1996. View at: Google Scholar
  16. A. M. Moormann, A. D. Sullivan, R. A. Rochford et al., “Malaria and pregnancy: placental cytokine expression and its relationship to intrauterine growth retardation,” Journal of Infectious Diseases, vol. 180, no. 6, pp. 1987–1993, 1999. View at: Publisher Site | Google Scholar
  17. E. K. Dorman, C. E. Shulman, J. Kingdom et al., “Impaired uteroplacental blood flow in pregnancies complicated by falciparum malaria,” Ultrasound in Obstetrics and Gynecology, vol. 19, no. 2, pp. 165–170, 2002. View at: Publisher Site | Google Scholar
  18. R. Ndyomugyenyi, N. Kabatereine, A. Olsen, and P. Magnussen, “Malaria and hookworm infections in relation to haemoglobin and serum ferritin levels in pregnancy in Masindi district, western Uganda,” Transactions of the Royal Society of Tropical Medicine and Hygiene, vol. 102, no. 2, pp. 130–136, 2008. View at: Publisher Site | Google Scholar
  19. L. Drake, Y. Korchev, L. Bashford et al., “The major secreted product of the whipworm, Trichuris, is a pore-forming protein,” Proceedings of the Royal Society B, vol. 257, no. 1350, pp. 255–261, 1994. View at: Google Scholar
  20. D. Watson-Jones, H. A. Weiss, J. M. Changalucha et al., “Adverse birth outcomes in United Republic of Tanzania—impact and prevention of maternal risk factors,” Bulletin of the World Health Organization, vol. 85, no. 1, pp. 9–18, 2007. View at: Publisher Site | Google Scholar
  21. F. E. Viteri, “The consequences of iron deficiency and anemia in pregnancy,” Advances in Experimental Medicine and Biology, vol. 352, pp. 127–139, 1994. View at: Google Scholar
  22. I. Chanarin, The Megaloblastic Anaemias, Blackwell, London, UK, 1969.
  23. N. R. de Silva, S. Brooker, P. J. Hotez, A. Montresor, D. Engels, and L. Savioli, “Soil-transmitted helminth infections: updating the global picture,” Trends in Parasitology, vol. 19, no. 12, pp. 547–551, 2003. View at: Publisher Site | Google Scholar
  24. D. H. S. Measures, Demographic Health Survey; Ghana, 2003, Macro International Inc, Calverton, Md, USA, 2004.
  25. L. A. Ronald, S. L. Kenny, E. Klinkenberg et al., “Malaria and anaemia among children in two communities of Kumasi, Ghana: a cross-sectional survey,” Malaria Journal, vol. 5, article 105, 2006. View at: Publisher Site | Google Scholar
  26. L. S. Garcia, Diagnostic Medical Parasitology, ASM Press, Washington, DC, USA, 2001.
  27. J. G. Ayisi, A. M. van Eijk, F. O. ter Kuile et al., “The effect of dual infection with HIV and malaria on pregnancy outcome in western Kenya,” AIDS, vol. 17, no. 4, pp. 585–594, 2003. View at: Publisher Site | Google Scholar
  28. World Health Organization, Development of Indicators for Monitoring Progress towards Health for All by the Year 2000, Health for All Series, vol. 4, World Health Organization, Geneva, Switzerland, 1981.
  29. A. M. Tang, N. M. H. Graham, R. K. Chandra, and A. J. Saah, “Low serum vitamin B-12 concentrations are associated with faster human immunodeficiency virus type 1 (HIV-1) disease progression,” Journal of Nutrition, vol. 127, no. 2, pp. 345–351, 1997. View at: Google Scholar
  30. Department of Reproductive Health Research, World Health Organization, Guidelines Overview Safe Motherhood Needs Assessment, WHO Publication, no. WHO/RHT/MSM/96.18 Rev.1, World Health Organization, Geneva, Switzerland, 2001.
  31. World Health Organization, Manual of the International Statistical Classification of Diseases, Injuries and Causes of Death Volume I, World Health Organization, Geneva, Switzerland, 1967.
  32. D. Hosmer and S. Lemeshow, Applied Logistic Regression, Wiley Series in Probability and Statistics, John Wiley & Sons, New York, NY, USA, 2nd edition, 2000.
  33. S. D. Mario, L. Say, and O. Lincetto, “Risk factors for stillbirth in developing countries: a systemic review of literature,” Sexually Transmitted Diseases, vol. 34, pp. S11–S21, 2007. View at: Google Scholar
  34. J.-P. van Geertruyden, F. Thomas, A. Erhart, and U. D'Alessandro, “The contribution of malaria in pregnancy to perinatal mortality,” American Journal of Tropical Medicine and Hygiene, vol. 71, no. 2, pp. 35–40, 2004. View at: Google Scholar
  35. T. W. Gyorkos, R. Larocque, M. Casapia, and E. Gotuzzo, “Lack of risk of adverse birth outcomes after deworming in pregnant women,” Pediatric Infectious Disease Journal, vol. 25, no. 9, pp. 791–794, 2006. View at: Publisher Site | Google Scholar
  36. A. F. Fleming, “Tropical obstetrics and gynaecology. 1. Anaemia in pregnancy in tropical Africa,” Transactions of the Royal Society of Tropical Medicine and Hygiene, vol. 83, no. 4, pp. 441–448, 1989. View at: Google Scholar
  37. A. F. Fleming, “The etiology of severe malaria in pregnancy in Ndola, Zambia,” Annals of Tropical Medicine and Parasitology, vol. 83, pp. 37–49, 1989. View at: Google Scholar
  38. P. J. Hotez, S. Brooker, J. M. Bethony, M. E. Bottazzi, A. Loukas, and S. Xiao, “Hookworm infection,” New England Journal of Medicine, vol. 351, no. 8, pp. 799–807, 2004. View at: Publisher Site | Google Scholar
  39. T. W. Mwangi, J. M. Bethony, and S. Brooker, “Malaria and helminth interactions in humans: an epidemiological viewpoint,” Annals of Tropical Medicine and Parasitology, vol. 100, no. 7, pp. 551–570, 2006. View at: Publisher Site | Google Scholar
  40. C. Giles, “An account of 335 cases of megaloblastic anaemia of pregnancy and the puerperium,” Journal of Clinical Pathology, vol. 19, no. 1, pp. 1–11, 1966. View at: Google Scholar
  41. N. J. Ainley, “Megaloblastic anaemia of pregnancy and the puerperium,” The Journal of Obstetrics and Gynaecology of the British Empire, vol. 68, pp. 254–263, 1961. View at: Google Scholar
  42. United Nations Secretariat, Population Policy Data Bank, Population Division of the Department for Economic and Social Affairs of the United Nations Secretariat, 1999.
  43. J. Visintine, V. Berghella, D. Henning, and J. Baxter, “Cervical length for prediction of preterm birth in women with multiple prior induced abortions,” Ultrasound in Obstetrics and Gynecology, vol. 31, no. 2, pp. 198–200, 2008. View at: Publisher Site | Google Scholar
  44. A. Molin, “Risk of damage to the cervix by dilatation for first-trimester-induced abortion by suction aspiration,” Gynecologic and Obstetric Investigation, vol. 35, no. 3, pp. 152–154, 1993. View at: Google Scholar
  45. S. Cnattingius and O. Stephansson, “The epidemiology of stillbirth,” Seminars in Perinatology, vol. 26, no. 1, pp. 25–30, 2002. View at: Google Scholar
  46. S. Cnattingius, H. W. Berendes, and M. R. Forman, “Do delayed childbearers face increased risks of adverse pregnancy outcomes after the first birth?” Obstetrics and Gynecology, vol. 81, no. 4, pp. 512–516, 1993. View at: Google Scholar
  47. A. Samueloff, E. M. J. Xenakis, M. D. Berkus, R. W. Huff, and O. Langer, “Recurrent stillbirth: significance and characteristics,” Journal of Reproductive Medicine, vol. 38, no. 11, pp. 883–886, 1993. View at: Google Scholar
  48. S. Heinonen and P. Kirkinen, “Pregnancy outcome after previous stillbirth resulting from causes other than maternal conditions and fetal abnormalities,” Birth, vol. 27, no. 1, pp. 33–37, 2000. View at: Google Scholar

Copyright © 2010 Nelly J. Yatich et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

1674 Views | 737 Downloads | 18 Citations
 PDF  Download Citation  Citation
 Download other formatsMore
 Order printed copiesOrder