SCHOOL OF PUBLIC HEALTH  

COLLEGE OF HEALTH SCIENCES  

UNIVERSITY OF GHANA  

  

FACTORS AFFECTING PREGNANCY COMPLICATIONS AMONG ANTENATAL 

MOTHERS AT MAMPROBI HOSPITAL 

  

BY  

YAW KORANKYE WIAFE 

(10285974) 

  

A DISSERTATION SUBMITTED TO THE UNIVERSITY OF GHANA, LEGON IN 

PARTIAL FULFILMENT OF THE REQUIREMENT FOR THE AWARD OF MASTER OF 

PUBLIC HEALTH (MPH) DEGREE 

  

 

 

MARCH, 2022 

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DECLARATION 

 

I, Yaw Korankye Wiafe, hereby declare that with the exception of referenced works of other 

people, which have been cited and duly acknowledged, this work is an output of my own initiative. 

This research work has neither in whole nor in part been presented for an award or a degree 

elsewhere.  

 

   

……………………….                                Date:      3rd March, 2022   

Yaw Korankye Wiafe           

(Student)  

 

   
…………………………….. 

Dr. Patricia Akweongo                                                                Date:    3rd March, 2022 

(Supervisor) 

 

 

  

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LIST OF ABBREVIATIONS 

ANC   - Antenatal Care 

BMI   - Body Mass Index 

GDHS   - Ghana Demographic and Health Survey 

GSS   - Ghana Statistical Service  

MCH   - Maternal and Child Health  

MMR   - Maternal Mortality Ratio 

NHIS   - National Health Insurance Scheme 

RCA   - Root Cause Analysis  

SBCC    -  Social Behaviour Change Communication  

SDG   - Sustainable Development Goals  

SIDS   - Sudden Infant Deaths Syndrome  

  

 

 

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TABLE OF CONTENT 

 

DECLARATION ............................................................................................................................ ii 

LIST OF ABBREVIATIONS ..................................................................................................... iii 

LIST OF TABLES ....................................................................................................................... viii 

LIST OF FIGURES ..................................................................................................................... ix 

ABSTRACT ....................................................................................................................................x 

CHAPTER ONE ..............................................................................................................................1 

INTRODUCTION ...........................................................................................................................1 

1.1 Background of the Study ....................................................................................................... 1 

1.2 Problem statement ................................................................................................................. 5 

1.3 Justification of the study ....................................................................................................... 6 

1.4 Research Questions ............................................................................................................... 7 

1.5 General Objective and Specific Objectives ........................................................................... 7 

1.5.1 General Objective ........................................................................................................... 7 

1.5.2 Specific objectives .......................................................................................................... 8 

CHAPTER TWO ...........................................................................................................................11 

LITERATURE REVIEW ..............................................................................................................11 

2.1 Introduction ......................................................................................................................... 11 

2.2 Definition and discussions on Concepts......................................................................... 11 

2.2.1 Definition and types of Pregnancy .......................................................................... 11 

2.2.2 Definition and Types of Pregnancy Complications ................................................ 14 

2.3     Prevalence of pregnancy complications among antenatal women .................................. 18 

2.4     Knowledge of antenatal women on pregnancy complications/danger signs................... 23 

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2.5     Factors Affecting the prevalence of pregnancy complications ....................................... 26 

2.5.1    Socio-demographic factors associated with prevalence of pregnancy complication 26 

2.5.2 Obstetric and maternal factors complications ......................................................... 32 

2.5.3 Other related factors on pregnancy complications ........................................................... 35 

2.6 Summary of Literature ........................................................................................................ 37 

CHARPTER THREE .....................................................................................................................39 

METHODOLOGY ........................................................................................................................39 

3.1   Introduction ....................................................................................................................... 39 

3.2 Study design ........................................................................................................................ 39 

3.3 Study area ............................................................................................................................ 39 

3.4 Target and study population ................................................................................................ 39 

3.5 Inclusion Criteria ................................................................................................................. 40 

3.6 Sample Size determination .................................................................................................. 40 

3.7 Sampling Techniques .......................................................................................................... 41 

3.8 Study variables .................................................................................................................... 41 

3.9 Data Collection Instruments and Data Collection .......................................................... 43 

3.10 Pre-Testing ........................................................................................................................ 43 

3.12 Analysis of Data ................................................................................................................ 44 

10.13 Ethical Issues ................................................................................................................... 45 

CHAPTER FOUR ..........................................................................................................................46 

RESULTS ......................................................................................................................................46 

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4.1 Introduction ......................................................................................................................... 46 

4.2 Socio-demographic characteristics ...................................................................................... 46 

4.3 Household Asset Distribution and Wealth Index ................................................................ 49 

4.4 Maternal and Obstetric Factors ........................................................................................... 52 

4.5 Knowledge on Obstetric Danger Signs ............................................................................... 56 

4.6 Bivariate analysis of socio-demographic factors associated with prevalence of pregnancy 

complications ............................................................................................................................ 60 

4.7 Bivariate analysis of household wealth index and maternal/obstetric health factors .......... 62 

4.8 Bivariate analysis of obstetric and maternal factors associated with prevalence of pregnancy 

complications ............................................................................................................................ 64 

4.9 Bivariate analysis of the relationship between knowledge levels on danger signs and 

pregnancy complications ........................................................................................................... 66 

4.10 Multivariate analysis of factors associated with Pregnancy complication among pregnant 

women ....................................................................................................................................... 67 

4.11 Summary of the chapter .................................................................................................... 70 

CHAPTER FIVE ...........................................................................................................................71 

DISCUSSIONS ..............................................................................................................................71 

5.1 Introduction ......................................................................................................................... 71 

5.2 Proportion of pregnant women attending antenatal care services reporting pregnancy 

complications ............................................................................................................................ 71 

5.3 Knowledge of pregnant women on obstetric danger signs ................................................. 74 

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5.4 Factors associated with pregnancy complication among pregnant women ........................ 76 

CHAPTER SIX ..............................................................................................................................80 

6. 1 Major findings and Conclusion .......................................................................................... 80 

6.2 Recommendations ............................................................................................................... 80 

REFERENCE .................................................................................................................................82 

APPENDIX I: PARTICIPANT INFORMATION SHEET ...........................................................93 

APPENDIX II: CONSENT FORM ...............................................................................................96 

APPENDIX III: DATA COLLECTION TOOL ............................................................................98 

APPENDIX IV: ETHICAL APPROVAL ...................................................................................103 

  

 

  

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LIST OF TABLES 

Table 1: Description Variables for the Study ............................................................................... 42 

Table 2: Socio-demographic Characteristics of Respondents  ..................................................... 48 

Table 3:  Distribution of Household  Assets and Possession ........................................................ 51 

Table 4: Household Wealth Index ................................................................................................ 52 

Table 5: Maternal and Obstetric Characteristics among Pregnant Women Utilising ANC Services

....................................................................................................................................................... 54 

Table 6: Knowledge about Obstetric Danger Signs in Pregnancy ................................................ 58 

Table 7: Relationship Between Demographic Characteristics and Prevalence of Pregnancy 

Complication ................................................................................................................................. 61 

Table 8: Relationship Between Household Wealth Index and Maternal Factors ......................... 63 

Table 9: Relationship Between Maternal and Obstetric Factors and Pregnancy Complication 

Prevalence ..................................................................................................................................... 65 

Table 10: Relationship Between Danger Signs Knowledge Factors and Pregnancy Complication 

Prevalence ..................................................................................................................................... 66 

Table 11: Multivariate Analysis of Factors Associated with Pregnancy Complication Among 

Pregnant Women ........................................................................................................................... 69 

 

 

 

 

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LIST OF FIGURES 

Figure 1: Conceptual Framework on Possible Factors that May Cause the Prevalence of Pregnancy 

Complications. .............................................................................................................................. 10 

Figure 2: Women with Pregnancy Complications ........................................................................ 55 

Figure 3: Types of Pregnancy Complications Observed Among the Women .............................. 56 

Figure 4: Maternal and Obstetric Danger Signs Status Among Pregnant Women ....................... 59 

 

  

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ABSTRACT 

Background: The prevalence of maternal mortality continues to be a major health concern across 

the world. In Ghana, pregnancy related causes of death in the previous 5-years was 12% of all 

deaths among women 15-49 years. Further assessment of the pregnancy-related deaths showed 

that more than half of these deaths are as a result of pregnancy-related complications. However, 

assessment of the pooled prevalence of pregnancy-related complications among pregnant women 

to inform policy is limited.  

Objective: This study therefore sought to determine the factors that contribute to pregnancy 

complications and to assess the knowledge levels of pregnant women on pregnancy-related danger 

signs.  

Methods: A facility-based cross-sectional study was conducted among 415 pregnant women who 

attended antenatal care services at Mamprobi Hospital using a systematic sampling technique. Data 

analysis was done using STATA v.17.0 and the results presented in percentages and proportions. 

Regression analysis was conducted to determine the predictors of pregnancy complication at 95% 

confidence interval. Results of regression analysis is reported in odds ratio.  

Results:  All the targeted women participated in the study giving a response rate of 100%. The 

study observed a mean age of 31.6 ± 6.6. More than 80% of the women had completed secondary 

education with 65% being salary workers/employees. More than half of the women were 

multiparous with nearly 65% starting their ANC at second trimester. Average ANC attendance 

among the women was 6 ANC visits. Almost all the women (97.5%) had ever heard about obstetric 

danger signs with 75% of the women having adequate knowledge about maternal and obstetric 

danger signs. About 52% of the women had ever had abortion in the past. The study observed 

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pregnancy complication prevalence of 51.8%. The prevalence of pregnancy complication among 

the women was significantly determined by age (AOR: 6.1; CI: 1.19-30.76), past record of 

pregnancy complications (AOR: 2.5; CI: 1.35-4.49), time of ANC visit (AOR: 6.1; CI: 2.14-17.70) 

and family history of pregnancy complications (AOR: 3.6; CI: 1.25-10.40). Other significant 

factors included past record of abortion (AOR: 7.8; CI: 4.21-14.32), knowledge about obstetric 

danger signs (AOR: 2.4; CI: 1.21-4.88) and experiencing at least one obstetric danger sign during 

pregnancy (AOR: 6.6; CI: 3.30-13.29). 

Conclusion: The prevalence of pregnancy complications was comparatively high among the 

women who utilised ANC services at Mamprobi hospital. Early initiation of antenatal care services 

for pregnant women is an important tool for addressing some of the challenges of early onset of 

some pregnancy complication including anaemia in pregnancy and preeclampsia. Midwives as 

well as other health workers who engage pregnant women should encourage their clients to always 

initiate antenatal care visits at early stage.  

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CHAPTER ONE 

INTRODUCTION  

1.1 Background of the Study   

Worldwide, childbearing poses a major risk to the life of a woman (Olonade et al., 2019). 

Although childbearing is considered to be healthy in developed countries, this is not the case 

for the majority of women around the world. Two percent of women would die during their 

pregnancy due to complications if they do not have access to any kind of healthcare (Kenny, 

2018). According to World Health Organisation estimates from 2001, complications during 

pregnancy and childbirth claim the lives of 515 000 people per year (WHO, 2019). It is 

estimated that every year, more than half a million people die as a result of complications 

during pregnancy and childbirth even though the overwhelming majority of these deaths can 

be avoided (WHO, 2019). Nations agreed at the Millennium Summit in 2000 to reduce 

maternal-related deaths by three-quarters around 2015 (WHO, 2002). After 15 years of 

implementation of the Millennium Development Goals (MDGs), it was observed that many 

countries lagged behind the targets set for various indicators. Despite long-standing 

international efforts to reduce maternal mortality, there has been a slow improvement so far. In 

2015, there were about 303 000 deaths in pregnancy and birth (UN, 2015). Following this delay 

in achieving expected targets, member states within the UN unanimously adopted a revised 

goals and targets under the Sustainable Development Goals where some of the goals were 

merged with diverse targets. Goal 3 of the Sustainable Development Goal (SDG) seeks to 

‘ensure healthy lives and promote wellbeing for all at all ages’ (McArthur et al., 2018). 

Maternal health outcome is an integral part of Goal 3 of SDG where member countries are to 

reduce maternal mortalities ratios to 70 per 100 000 live births and child mortality to 25 per 

1000 live births (McArthur et al., 2018). An assessment of maternal mortality conditions 

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globally after the 2015 SDGs resolution showed that maternal mortality was the second leading 

cause of death among women of reproductive age in 2016, behind only HIV/AIDS, and was 

the leading cause for women aged 15–29 years (WHO, 2019).  

 

Another major concern linked to maternal complications and maternal health is stillbirths. 

Every year, it is estimated that 2.6 million births are stillborn around the world, and 3.2 million 

live-born children die in their first month (Kochar et al., 2014). Hailemichael et al. (2020) 

report that growth-restricted and premature children can face challenges during birth, as well 

as childhood disorders, educational, social and health issues later in life. Because of the 

emotional toll on households, as well as the related medical and social costs, research into the 

early detection of these conditions is more important than ever. Several studies conducted 

across different WHO regions have shown that screening women regularly during birth 

improves the identification of the tiniest babies from 32% to 77% (Hailemichael et al., 2020; 

Tolefac et al., 2017; Athanasakis et al., 2011). According to Smith as cited in Athanasakis et 

al. (2011), the case of stillbirth is similar to that of sudden infant death syndrome (SIDS): In 

the 1980s, one out of every 500 babies died from SIDS. When a study revealed that sleeping 

on the front was a risk factor for the child, a public health initiative was launched in early 2000, 

which lowered it by 80–90 % (Young et al., 2018). While a straightforward approach to 

mitigate stillbirth is unlikely, one can investigate whether biomarkers for the antecedents of 

stillbirth can be developed and used for population-based screening (Athanasakis et al., 2011). 

 

Almost all maternal and child-related deaths (95 %) occur in low-income and lower-middle-

income nations, with nearly two-thirds (65 %) occurring in the region of Africa which includes 

Ghana (WHO, 2019). Women who live in poverty or rural areas, as well as women who belong 

to ethnic minorities or indigenous peoples, are especially vulnerable (WHO, 2019). In middle 

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income countries  like Ghana, pregnancy and abortion complications are the leading cause of 

death for 15-19-year-old women and adolescent girls (Piane, 2019). The risk of death from 

maternal causes is linked to the risk of becoming pregnant as well as the obstetric risk of 

contracting a complication and dying during pregnancy, labour or within 42 days after delivery. 

Fertility rates are also higher in resource-poor conditions and the chance of dying in labour is 

higher, so the lifetime risk of dying from maternal causes is significantly increased. Besides, it 

is estimated that 1 in every 41 women die from maternal complications in low-income countries 

(Tessema et al., 2017). The Ghana Maternal Health Survey making references from different 

sources classifies maternal deaths into three; direct maternal death, non-obstetric maternal 

death and unspecified maternal deaths (GSS, 2018). Direct maternal deaths are described as 

deaths that occur as a result of obstetric complications during conception, labour or 42 days 

after birth or the end of the pregnancy. Non-obstetric complications exacerbated by pregnancy 

trigger indirect maternal deaths, while unspecified maternal deaths have an unexplained cause 

and occurred during pregnancy, labour or 42 days after delivery. Direct maternal deaths 

accounted for two-thirds of all deaths while indirect maternal deaths accounted for more than 

a quarter of all deaths (27%) and unspecified maternal causes accounted for 6% in Ghana. 

Other diseases, such as those of the immune, digestive and respiratory systems (45 %), as well 

as infectious and parasitic disease (24%), were the leading causes of maternal death in Ghana. 

 

These startling figures and facts expose long-standing and systemic health disparities. Firstly, 

many of the middle-income countries like Ghana and other developing countries bear a large 

share of the brunt of maternal mortality (Der et al., 2013). Again, the level of vulnerability to 

maternal mortality among women increases among women who are poor, in minority groups 

or are of indigenous sect in rural communities (Hunt & Mesquita, 2012). Besides low-income 

countries being at risk of maternal-related deaths, low education, a lack of prenatal visits, 

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caesarean delivery, haemorrhage and hypertension were all linked to a higher rate of maternal 

mortality (WHO, 2019b). Maternal deaths from complications however are expected to reduce 

as early detection of pregnancy complications increases. Diana et al., 2020 report that maternal 

mortality could be prevented through early detection including the period preceding pregnancy. 

Cameron et al., (2020) in a discourse on early detection pregnancy complications explained 

that the main essence of early pregnancy assessment is to help detect any warning signs that 

may arise at early stage and coming with a possible solution to address the situation before 

escalating into serious complications. Quality antenatal care (ANC) is widely recognized as an 

important opportunity for screening and early detection of pregnancy-related complications 

such as preeclampsia, anaemia and gestational diabetes. These disorders will result in extreme 

morbidity and mortality if detected late or not at all. Haemorrhage, which is often associated 

with anaemia and preeclampsia, respectively, are thought to account for approximately 27 and 

14% of all maternal deaths worldwide (WHO, 2016). In Ghana, the maternal mortality ratio 

(MMR) was estimated at 319 per 100,000 live births in 2015 (Apanga & Awoonor-Williams, 

2018) and reduced slightly to 310 per 100 000 live births in 2017 as estimated in the 2017 

Ghana Maternal Health Survey (GSS & GHS, 2018). Abejirinde et al., (2018) in an analysis of 

the MMR situation in Ghana noted that majority of these deaths are caused directly by 

haemorrhage (39%) and hypertensive diseases (35%) as well as unsafe abortions (7%). The 

analysis further indicated that indirect causes constitute about 26% and mainly through extreme 

anaemia, diabetes and malaria.  

 

Screening is another important tool for assessing the various abnormal conditions that may 

arise during the pregnancy (Stahel, 2020). Even though the relevance of screening for 

pregnancy complications is widely known, staff shortages, a lack of medical facilities and 

supplies and inadequate referral links are all hindrances to pregnant women from detecting 

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pregnancy complications at early stage especially among rural areas in Ghana (Abejirinde et 

al., 2018). For routine diagnostics, pregnant women are often referred to remote health centres, 

laboratories or private facilities. Women may be demotivated to attend ANC and comply with 

referrals as a result of the time and resources spent visiting these services, which often result 

in late detection and treatment of pregnancy-related complications. 

 

1.2 Problem statement 

The study by Der et al., (2013) on pregnancy related causes of death in Ghana in the previous 

5-years revealed that about 12% of all death among women 15-49 years were related to 

pregnancy. Further assessment of the pregnancy-related deaths showed that more than half of 

these deaths were as a result of pregnancy-related complications. The 2017 Maternal Health 

Survey estimates Ghana’s pregnancy-related mortality ration at 343 deaths per 100 000 live 

births (GSS & GHS, 2018). The survey further indicates that majority (about 62%) of these 

deaths are as a result of complications that were not either identified at early stage or was poorly 

managed when identified. The Government of Ghana with the quest to reduce the rate of 

maternal mortality and limit the rates of pregnancy-related deaths introduced the Free Maternal 

Healthcare Policy in 2008 across the country (Ministry of Health, 2008). As explained by 

Dalinjong et al., (2018), the focus of the maternal health care policy was to increase access to 

maternal health care as a means of addressing all maternal health problems and reducing at a 

higher rate the number of maternal deaths among pregnant women. While the policy seeks to 

reduce both financial and geographical access, it also seeks to increase the use of skilled 

personnel at all levels (prenatal, intra-natal and postnatal) to facilitate easy identification of 

complications and addressing them accordingly. However, with more than a decade of 

implementation of the policy, the rate of pregnancy-related deaths remains relatively higher 

and lagging behind the SDGs.  

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With the numerous benefits of having adequate knowledge about pregnancy complications and 

how it can be managed, it is expected that pregnant women would seek to know more about 

their pregnancy status and its related conditions. However, different studies have suggested 

that general knowledge about pregnancy complications is relatively low (Hibstu & Siyoum, 

2017;  Jewaro et al., 2020). Assessment of previous reports of the Mamprobi Hospital shows 

that more than 35% of all pregnant women initiate their ANC attendance at second to third 

trimester. It is well noted that when ANC visit is initiated early, it helps in identifying early 

complications which helps in managing it before getting out of hands. In all, a total of 5,962 

antenatal visits were done at least once in both 2018 and 2019 and later increased to 7,111 in 

2020. However, in 2018, 61.3% of the women who attended ANC services had at four antenatal 

visits. The four or more antenatal visits in the facility decreased from 61.3% 2018 to 38.4% in 

2019 and 21.3% in 2020 (GHS/Ayawaso East Municipal, 2021). The annual report further 

noted that most of the women who did less than four visits started relatively late. For this 

reason, the rate of pregnancy related complications mostly at delivery increased by 5.2%. 

Furthermore, the report showed that the facility recorded institutional maternal mortality ratio 

of 112 deaths per 100 000 live births in 2018 and all these were because of pregnancy-related 

complications. The causes of these pregnancy related complications are however not clearly 

defined. Similarly, there is limited information on the estimated knowledge levels of pregnant 

women on pregnancy-related complications and other danger signs. This study is therefore 

seeking to provide some relevant answers to these know gaps which may help in defining 

appropriate interventions towards it.    

 

1.3 Justification of the study  

Late start of antenatal services affects effective introduction of appropriate interventions that 

seeks to reduce the risk of maternal complications. Raising awareness of pregnant women on 

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the danger signs may improve early detection of problems and reduces the delay in deciding to 

seek obstetric care. It may further help create awareness among stakeholders of the health care 

facility on factors affecting early detection of complications in pregnancy among antenatal 

mothers for proper measures and interventions to be put in place. In the quest to reduce 

pregnancy complications among women, it is important to understand whether women in 

general have adequate knowledge about pregnancy complications and its effect. Studies on 

knowledge level among pregnant women on pregnancy complications is limited in the 

Ablekuma South District of Greater Accra region. This study will therefore bridge the 

knowledge assessment gap in the district and further provide a platform for similar studies to 

replicated in other districts.  

 

1.4 Research Questions  

1. What proportion of pregnant women who attend antenatal care services report 

pregnancy complications? 

2. What is the knowledge level of pregnant women attending antenatal care services on 

obstetric danger signs? 

3. What is the socio-demographic factors associated with pregnancy complications among 

antenatal mothers at Mamprobi Hospital? 

4. What are the maternal and obstetric factors associated with pregnancy complications 

among antenatal mothers at Mamprobi Hospital? 

 

1.5 General Objective and Specific Objectives   

1.5.1 General Objective 

The main objective of this study is to determine the factors affecting pregnancy complications 

among antenatal mothers in Mamprobi Hospital.  

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1.5.2 Specific objectives  

1. To estimate the proportion of pregnant women attending antenatal care services who 

report pregnancy complications. 

2. To determine the level of knowledge of pregnant women attending antenatal care 

services on obstetric danger signs. 

3. To determine the socio-demographic factors associated with pregnancy complications 

among antenatal mothers at Mamprobi hospital. 

4. To determine the maternal and obstetric factors associated with pregnancy 

complications among antenatal mothers at Mamprobi Hospital 

 

1.6 Conceptual framework 

The conceptual framework (Figure 1) of this study is developed from the Root Causes Analysis 

(RCA) model as per the revised framework for health interventions and studies (UNC Medical 

Centre, 2020). The Root Cause Analysis Model which was originally developed by Brennan et 

al, (1991) indicates that the need for the application of the root causes analysis arise with 

increasing complexity of health issues within the global context. Global and local health 

dynamics and the frequent occurrence of mortalities and morbidities is cause for an immediate 

effort to understand why the frequent occurrence of these health challenges. The assessment 

by UNC Medical Centre shows that the RCA helps organizations and institutions to identify 

main health problems and strategically design an intervention that focuses and addresses the 

root problem rather than proposing a solution to the outcomes. Deming (2002) reiterates that 

“to find problems is not enough. It is necessary to find the cause behind the problem and build 

a system that minimises future mistakes”. Deming further describes the RCA as a tool that helps 

to answer critical questions on why a particular health problem keeps occurring in a particular 

location. It is evident from various applications of this model that the model addresses three 

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main issues; what happened, why it happened and the consequences. The RCA further assumes 

that systems and events are interrelated. An action in one area triggers an action in another, and 

another, and so on.  

 

In the application of RCA model in this study, it is important to understand why pregnancy 

complications continue to occur among antenatal women who visit Mamprobi Hospital. The 

framework describes three levels of the problem by applying the three-prong stages; what 

happened (the main problem), why it happened (the root cause) and the consequences of the 

problem (effect). In this study, what happened is denoted by pregnancy complications. In 

analysing the concept of why the problem happened, this study outlines four key potential 

causes of pregnancy complications. First, the study identifies demographic characteristics of 

the antenatal women as one major root cause of pregnancy complications among the women. 

The demographic factors that are being studied and linked to pregnancy complications are age, 

religion, occupation, marital status, education etc. Another expected root cause to pregnancy 

complication is socio-cultural and community factors. These factors are determined by either 

a belief system in the community that affects utilization of antenatal care services at early stage 

of pregnancy or other factors that influence the uptake of maternal health services. The 

prevalence of pregnancy complications can also be attributed to some health-service factors 

that may be related to health workers or systems or logistics in the health facility that either 

increases or decreases access and quality of care. The final root cause that is linked directly to 

the problem of pregnancy complication is the maternal health factors that seek to assess how a 

woman’s parity, attendance to ANC service and knowledge about obstetric danger signs.   

 

 

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Causes     Problem                       Effect 

 

  

Pregnancy 

Complications 

among 

Antenatal 

Mothers  

Socio-demographic 

Factors:  

Age 

Marital Status 

Religion 

Education 

Occupation 

Residence  

Household income  

 

Maternal and 

Obstetric factors: 

Parity 

Gravidity 

ANC attendance 

Presence of pregnancy 

complication 

History of pregnancy 

complication  

Family History 

Age of first pregnancy  

 

 

 

  

Knowledge on 

danger signs   

Any idea of danger signs 

Prevention of danger signs  

Treatment of danger signs  

 

   

Maternal 

morbidity 

and 

mortalities  

Figure 1: Conceptual Framework on possible factors that may cause the prevalence of pregnancy 

complications.  

Source: Author’s own construct  

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CHAPTER TWO 

LITERATURE REVIEW 

2.1 Introduction 

The chapter presents the various concepts and literature about study. In this chapter, the study 

discusses the general concept on pregnancy and the various types or forms of complications 

identified in pregnancy. Further discussions on the three main objectives of the study are done 

with focus on various literature on each section. The chapter is therefore divided into four parts 

with the first two parts focusing on definition of concepts and the prevalence of pregnancy 

complications in general (from global perspective through Ghana’s context). The third and 

fourth component discusses the knowledge level of women on pregnancy complications and 

the factors that influence the prevalence of pregnancy complications among pregnant women. 

The chapter concludes with a summary of key highlights of the literature discussed and the 

gaps that have been identified in each of the key sections discussed. The main source of 

information for this literature included PubMed, Google Scholar, African Journal online and 

other reports of development partners.  

 

2.2 Definition and discussions on Concepts   

The various concepts on pregnancy are discussed under this section of the study. The definition 

and types of pregnancy is first discussed in this section and later followed by discussions on 

pregnancy complication’s definition and types.   

2.2.1 Definition and types of Pregnancy 

Pregnancy, also known as gestation, is the period when one or more children develop in the 

womb of a woman. Multiple pregnancies produce more than one child, such as twins (Kelly & 

Dennis, 2019). Bašić-Kes, (2019) explains that the outcome of any pregnancy may either be a 

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live birth, a still birth or sometimes either a spontaneous miscarriage or induced abortion.  

However, for live births and/or still births, it is expected that the pregnancy may last for a 

period of 37-40 weeks before the delivery of the baby (Dines & Kattah, 2020). The 

development of the baby in the womb goes through a number of processes which mostly starts 

with the fertilization of the embryo. At week ten (10), the developed embryo is now considered 

as foetus until delivery. Pregnancy in general is associated with a number of signs and 

symptoms which mostly causes a lot of changes in the life of the pregnant woman. Kelly & 

Dennis, (2019) highlight some of the key changes as tender breast, early morning sickness 

which mostly comes in the form of nausea and vomiting, frequent urination and hunger.    

 

Pregnancy is divided into three trimesters, each of which lasts about three months. According 

to Sotiriadis et al. (2019), the risk of miscarriage (the natural death of an embryo or foetus) is 

greatest during the first trimester. They added that movement of the foetus may be felt around 

the middle of the second trimester. If high-quality medical care is provided at 28 weeks, more 

than 90% of babies can survive outside of the uterus (Mei et al., 2019). Prenatal care has been 

shown to improve pregnancy outcomes (Aziz et al., 2020). Prenatal care may include taking 

extra folic acid, abstaining from drugs such as tobacco and alcohol, exercising regularly, having 

blood tests and having regular physical examinations. Pregnancy complications can include 

high blood pressure, gestational diabetes, iron deficiency anaemia, severe nausea and vomiting 

(Aziz et al., 2020). Labour starts on its own when a woman is “at the term” in the ideal 

childbirth. Babies born before 37 weeks are considered “preterm” and are at a higher risk of 

developing health issues such as cerebral palsy. Babies born between weeks 37 and 39 are 

referred to as “early term”, while those born between weeks 39 and 41 are referred to as “full 

term”. Babies born between weeks 41 and 42 are considered “late-term”, while those born after 

42 weeks are considered “post-term”. It is not recommended to induce labour or perform a 

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caesarean section before 39 weeks unless it is necessary for medical reasons (Triay & Lambert, 

2010).  

The complexity of pregnancy and its uniqueness has resulted in different discussions into the 

various types that are classified under it. Different authors have explained in different terms 

what pregnancy is all about. However, not all of these types may have a direct link with 

pregnancy complications. One of the major types of pregnancy that may directly linked to 

pregnancy complications as discussed by Ross et al., (2018) is the molar type of pregnancy. 

With molar pregnancy, it is established that there is an abnormal development of both the 

placenta and embryo. In most cases, the molar type results in serious complications because of 

the deformity of the placenta and sometimes the embryo. When the abnormally is the 

pregnancy is only detected in placenta with the absence of an embryo, it is classified as 

complete molar pregnancy, however, when the abnormality is in both the placenta and the 

embryo, it is termed as partial molar. In most cases, molar pregnancies results in either 

miscarriages or induced abortion. Layden & Madhra, (2020) also discussed another form of 

pregnancy which is the ectopic or tubal pregnancy. Ectopic or tubal pregnancy is another 

complicated form of pregnancy that may lead to the death of both the mother and the baby if 

not managed well. In this case, the pregnancy is formed outside the main cavity of the uterus 

with the embryo surrounding the fallopian tube. The development of the baby in such 

pregnancies is affected which has the potential of causing serious harm to the mother. Similar 

to the molar type, this pregnancy mostly end-up in miscarriage or induced abortion. The ectopic 

or tubal pregnancy can further be categorised as intra-abnormal pregnancy especially when the 

embryo in the fallopian tube causes tear or rupture (Kirkpatrick et al., 2017). 

 

Multiple pregnancies have also been explained by Ochsenbein-Kölble, (2019) as another 

important type that, though not directly linked, may lead to complications. Ochsenbein-Kölble 

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explains that even though multiple pregnancies especially twins are mostly received as good 

news, it comes with a lot complications especially when dieting is not well managed. 

 

Another type of pregnancy that has a higher risk of causing pregnancy complications is the 

breech pregnancy. Kaul & Rami, (2020) explain that the breech pregnancy occurs when the 

head of the foetus is at the top of the uterus rather than facing down. In this situation, the feet 

of the foetus which is expected to be pointing down faces up as against the normal position of 

any foetus. At the point of delivery, the foetus or the baby is expected to have the head facing 

down to the cervix to facilitate smooth and safe delivery. The presence of a breech pregnancy 

automatically defiles the natural system of delivery which is mostly called spontaneous vaginal 

delivery (SVD). However, unless there is a change at the final stage, all breech pregnancies 

result in caesarean sections if the pregnancy is detected early and reported at the hospital. The 

caesarean section is a measure of averting any possible mortality related to the condition. 

Nonetheless, if a woman does not report to the facility for antenatal care services or report once 

and does not continue for effective monitoring, there is the possibility of the mother making an 

attempt to deliver through the normal SVD and may result in serious complications which may 

eventually end up as a referred case to a facility or probably death. It is therefore important all 

these forms of pregnancies are reported to appropriate facilities for proper monitoring by 

gynaecologist.   

 

2.2.2 Definition and Types of Pregnancy Complications  

Ellfolk et al., (2020) in discussing pregnancy complications indicates that major health 

problems that pregnant women face or go through during the period of pregnancy is classified 

as pregnancy complications.  Ellfolk et al., (2020) further indicated that the term pregnancy 

complication is not limited to the occurrence of health problem to only the mother but to the 

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baby as well or sometimes the two (both mother and unborn child) may suffer some health 

problems. It is again explained that the occurrence of pregnancy complications may manifest 

in different forms. Additionally, the prevalence of a health problem which is used to define 

pregnancy complication may either occur prior to pregnancy or occur in the course of the 

pregnancy. In each case, it is the effect of the health problem to both the mother and the baby 

is analysed. Several studies have looked at different forms of pregnancy complications and 

how they affect the wellbeing of the pregnant mother and her unborn child.  

 

Preeclampsia is classified as one of the major pregnancy complications that affects women in 

general especially in the third world countries (Brown & Al., 2018). The existence of 

preeclampsia has been dated back since 2200 BC with first incidence reported to be in Egypt 

(Chesley, 2015). However, the existence of preeclampsia is recognised for only a little over 

100 years now (Roberts & Bell, 2013). Roberts & Bell, (2013) further explains that the increase 

in preeclampsia cases and the rate of impact on maternal health conditions necessitated a 

number of research into the problem. Brown. et al,, (2018) in their study on preeclampsia 

explained that preeclampsia is one of the commonest maternal challenges associated with 

pregnancy disorder, which occurs as a result of the onset of proteinuria and hypertension during 

pregnancy. Preeclampsia continues to remain a major maternal health challenge in pregnancy 

globally among all pregnancy-related risk conditions and increases the risk of mortality among 

mothers (Eiland et al., 2012). The incidence rate and burden of health is significantly high in 

developing countries compared to developed countries (Bilano et al., 2014). Say et al., (2014) 

explains that nearly 14% of all maternal morbidities and 27.1% of all maternal mortalities are 

as a result of preeclampsia. Though different studies have shown different results of 

preeclampsia prevalence, largely, most of the studies have put preeclampsia prevalence 

between 2-14%  (Ghulmiyyah & Sibai, 2012; Wagnew et al., 2016; Macedoa et al., 2020). 

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However, in Ghana, studies conducted have shown relatively higher prevalence of 

preeclampsia among pregnant women. Adu-Bonsaffoh et al., (2017) in a study in Korle-Bu 

observed a preeclampsia prevalence of 21.4% while Ahenkorah et al., (2019) in a similar study 

in Bolgatanga recorded a preeclampsia prevalence of 25.4%.  

 

Another pregnancy complication that is common among women in developing countries is 

miscarriages. Rowe & Hawkey, (2019) in discussing miscarriages in pregnancy as a 

complication explained that miscarriages normally occurs when there is an abrupt end or 

unexpected end of any pregnancy and this may even be termed as premature abortion. Rowe 

& Hawkey explain that more than a quarter of all pregnacies mostly result in miscarriages. 

Most often, these miscarriages occur at the point when the woman has no idea of her pregnancy 

status. Rowe & Hawkey further indicated that between 10-20% of all pregnancies that women 

are mostly aware of end in miscarriage and that nearly 90% of all these miscarriages occur 

before week 12 of the pregnancy. However, Martin et al., (2019) further indicates there are 

some extreme cases where less than 2% of those who experience miscarriage may have late 

miscarriage which mostly occur between 16-20 weeks of gestation. Wahabi et al., (2018) in a 

study on how to use progestogen as a means of treating miscarriages explained that between 

15-20% of all pregnancies result in spontaneous miscarriage. The study discussed some of the 

signs of miscarriages to include vaginal bleeding which may not come with any abdominal 

pain, closure of the cervix and rising temparature in some cases. Women who experience 

miscarriages are largely affected psychologically expecially when they have waited for quite 

some time to have a child.  

 

Hypertensive disorder (high blood pressure) is another pregnancy complication that is 

increasingly affecting women. Berhe et al., (2020) noted that when chronic high blood pressure 

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is not well managed, the risk of maternal and child morbidity and mortality increases over time. 

Hypertensive disorders (high blood pressure) is prevalent in about 10% of all pregnancies in 

the United States and about 13% in all pregnancies globally (Leeman et al., 2016). It is known 

as one of the most common complications in pregnancy and has been the root cause of about 

7% of all maternal mortalities (Centers for Disease Control and Prevention., 2019). An 

assessment of hypertensive disorders among women within reproductive age by Bateman et 

al., (2012) shows that about 7.7% of all women who get pregnant develop severe hypertensive 

disorder. Bello et al., (2021) discussed hypertensive disorder under chronic hypertension and 

gestation hypertension. An assessment of the two types of hypertension among 139,389 

pregnant women showed that 14.3% of the women developed chronic hypertension while the 

prevalence for gestational hypertension was 13.8% (Bello et al., 2021).   

 

Anaemia in pregnancy is another equally observed pregnancy complication that continues to 

threaten the life of women. Berhan & Berhan, (2014) in a study on anaemia among pregnant 

women noted that in developing countries, it is one of the commonest three major pregnancy 

complications among antenatal women. An assessment by the World Health Organization, 

(2011) on global estimates on conditions among pregnant women indicates that nearly 56% of 

all women in less developed countries develop anaemia during the last trimester of pregnancy. 

Wemakor, (2019) in a study on anaemia in pregnancy in Northern Ghana stated that the 

prevalence of anaemia in pregnancy is becoming a burden for both antenatal women and health 

workers who assist in managing anaemia conditions. Wemakor in his study observed that as 

high as 50.8% of all the pregnant women who participated in the study had anaemic conditions. 

The study further noted that anaemia condition increases with an increase in gestation week of 

the pregnancy and that more than two-thirds of the conditions occur in the final trimester. 

McClure et al., (2014) in analysing why anaemia conditions in pregnancy continues to rise in 

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sub-Saharan Africa noted that the level of iron intake is very limited among pregnant women. 

Most women tend to depend largely on carbohydrate foods with little or no iron rich foods. 

Beatty et al., (2017) argues that in places where animal protein, fruits and vegetables are 

common and easily accessible, cultural practices and other belief systems prevent pregnant 

women from utilising these products to boost their iron content and consequently increase their 

blood level.  

 

2.3     Prevalence of pregnancy complications among antenatal women  

The prevalence of pregnancy complications or danger signs is discussed in this section at two 

different levels. First, this review looks at the pooled prevalence of all complications in 

different studies while the second part discusses pregnancy complication specific prevalence.  

Law et al., (2015) conducted a retrospective comparative study among pregnant women aged 

15-49 years to determine the prevalence of pregnancy complications and its effect on healthcare 

cost in developed countries. The study which utilised secondary data (maternal records of 

pregnant women) of 322,141 pregnant women observed a pooled prevalence (number of 

pregnant women with at least one complication) of 46.9%. Further analysis was done in the 

study to determine which pregnant complication is more predominant among the pregnant 

women. The study observed that foetal abnormality was the most predominant complication 

with 24.7% of the women experiencing this complication. Additionally, about 16% of the 

women had early or threatened labour while 10.6% and 7.2% of the women had haemorrhage 

and diabetes or abnormal glucose tolerance respectively. Mwilike et al., (2018) in another study 

in Tanzania using urban women observed that 17.4% of the women who visited the facility for 

antenatal care services had pregnancy complications. Those with pregnancy complications, 

majority (91%) were diagnosed in health facilities while the other 9% were seen by the women 

themselves.  

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Paul Jean Sengoma et al., (2017) also conducted a facility-based cross-sectional study in 

Uganda to determine the prevalence of pregnancy-related complications among pregnant 

women. The study was conducted between 2014 – 2015 and recruited 817 pregnant women 

who were utilising antenatal care services in selected facilities within the northern province of 

Kampala. The study observed almost a similar prevalence as in the case of Law et al., (2015) 

with a prevalence of 43.1%. However, unlike the study by Law et al., (2015) in the USA where 

specific complications prevalence was relatively higher in foetal abnormality and threatened 

labour, the study in Rwanda observed different types of pregnancy complications. Among the 

reported cases of pregnancy complications in the study areas were anaemia, severe vaginal 

bleeding, hypertensive disorder and diabetes. Specifically, the study noted that 14.9% of the 

women had anaemia which was mostly detected in the last trimester, 5.6% with severe vaginal 

bleeding and 5.3% diagnosed of diabetes. Rulisa et al., (2015) in a study in Rwanda looked at 

the prevalence and factors that contribute to maternal near miss among pregnant women who 

utilise tertiary health facilities. In the definition of the maternal near miss, the study concluded 

that pregnancy complications are generally the contributing factors to maternal near-miss 

among the women. These levels of complications generally increased the rate of caesarean 

utilization among the women. The prevalence of maternal complications as observed in the 

study by Rulisa et al., (2015) was 41.3% while the rate of caesarean utilization was 45%. More 

than 85% of the women with maternal complications resulted in caesarean section. On specific 

complications (measured as severe maternal morbidity), the study observed that peritonitis, 

hypertensive disorder, haemorrhage and cardiomyopathy were top complications among 

pregnant women with observed prevalence at 30.2%, 28.6%, 19.3% and 5.2% respectively.  

 

In general, majority of the studies on pregnancy complications have looked at specific 

complications and their respective prevalence and associated factors. Studies on preeclampsia 

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have extensively been done at different levels especially in Ghana and Africa in general. 

Ngwenya, (2017) in a study in Mpilo Central Hospital in Zimbabwean city of Bulawayo 

observed that only 1.3% of the women who utilise the facility had preeclampsia. The study 

however limited its focus on severe type of preeclampsia without considering the mild one. 

Vata et al., (2015) also analysed the prevalence of preeclampsia in Dilla region of Ethiopia and 

observed a lower preeclampsia prevalence of 2.2%. When further analysis was done to 

determine only severe preeclampsia cases, the study observed similar rate of 1% as in the case 

of Ngwenya, (2017). Ngwenya, (2017) used about 7,700 maternal records of pregnant women 

and arrived at that conclusion.  Another study in Ethiopia by Belay & Wudad, (2019) using 

antenatal records of women who utilised some selected facilities over a period of a year 

however observed relatively higher prevalence. While Vata et al., (2015) focused on urban 

facilities, Belay & Wudad, (2019) looked at both urban and rural women who utilise antenatal 

care services. Belay & Wudad, (2019) observed a prevalence of 12.4%, about 10% more than 

the observed rate in the earlier study by Vata et al (2015).  The size of the sample may play a 

role in the observed prevalence of the preeclampsia. While Vata et al. used over 7,700 maternal 

health records and recorded relatively lower rate (2.2%), Belay & Wudad, (2019) only sampled 

129  pregnant women for face to face and observed relatively higher prevalence (12.4%).   

 

Musa et al., (2018) in a study in Nigeria in the Jos Teaching Hospital observed a preeclampsia 

prevalence of 8.8%. Onoh et al., (2020) in another study in Nigeria focusing on severe 

preeclampsia observed that 3.4% of the women had severe preeclampsia while 0.6% 

experienced eclampsia. In an earlier study in the Calabar Teaching Hospital, Kooffreh et al., 

(2014) estimated the prevalence of preeclampsia and discussed the factors that  influence the 

prevalence of preeclampsia. In that study, it was observed that only 1.2% of 8,525 women had 

records of preeclampsia. Studies in Ghana on preeclampsia have shown relatively higher 

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prevalence as compared to that in Nigeria within similar teaching hospitals. While the studies 

in the two Nigerian teaching hospitals as reviewed were lower than 10%, the rate in Ghana was 

higher than 20%. Adu-Bonsaffoh et al., (2017) in their study in Korle-Bu Teaching Hospital 

observed that 21.4% of the women who utilised maternal health services in the facility had 

preeclampsia.  Ahenkorah et al., (2019) in a different in the Bolgatanga Regional Hospital of 

Ghana noted that 25.4% of the women who utilised antenatal care services in the year 2017 

reported preeclampsia. Notwithstanding these high prevalences, a study by Fondjo et al., 

(2019) in Kwame Nkrumah University of Science and Technology hospital observed a 

prevalence of 4.0%.  

 

Anaemia in pregnancy is another major pregnancy complication women face. In Ghana, the 

prevalence of anaemia in pregnancy differs from one study to the other. Anlaakuu & Anto, 

(2017) in a study in Sunyani Regional Hospital among antenatal women observed different 

levels of anaemia conditions. The study categorised anaemia prevalence into severe, moderate 

and mild as per the definition of Ghana Health Service, (2016). For severe anaemia, the study 

observed a prevalence of 1.6% while a prevalence of 16.1% was observed for moderate 

anaemia and 40.2% for mild anaemia. Wemakor, (2019) also conducted a study in Tamale 

Teaching Hospital among women who access antenatal care services. Using analytical cross-

sectional design of 400 pregnant women, the study observed that 50.8% of the women were 

anaemic. The study further noted that the prevalence of anaemia increases with increase in 

gestation period. Anaemia prevalence in the first trimester was 32.2% and further increased to 

53.7% and 77.5% in the second and third trimesters respectively.  

 

Hypertensive disorder continues to be another challenge in Ghana and other developing 

countries with relatively high prevalence. In an earlier study by Obed & Patience, (2006), it 

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was noted that the general hypertensive disorder prevalence among pregnant women in Ghana 

ranges between 6% to 7.5%. However, over a period of time, different studies have shown 

higher prevalence. Adu-Bonsaffoh et al., (2017) analysed the prevalence of hypertensive 

disorder among pregnant women who visited antenatal care services in Korle-Bu Teaching 

Hospital. Among the 1856 pregnant women who were sampled for the study in Korle-Bu 

Teaching Hospital, 398 women representing 21.4% were diagnosed with hypertensive 

disorder. Gemechu et al., (2020) also did a study on the prevalence of hypertensive disorder of 

pregnancy and its associated outcomes in sub-Saharan Africa including Ghana. The study 

observed a pooled prevalence of 8% of all hypertensive disorder across the study countries. 

Awuah et al., (2020) in a study in Komfo Anokye Teaching Hospital noted that 39.25% of the 

pregnant women who participated in the study were diagnosed of hypertensive disorder. 

Further analysis of the results showed that 33.3% of the women had gestational hypertension 

while 4.8% had chronic hypertension.  

 

Other pregnancy complications in Ghana show different results and outcomes. Ahinkorah et 

al., (2021) conducted a desk review of the 2017 Ghana Maternal Health Survey focusing on 

induced abortion, miscarriages and still births. Miscarriage was higher among the three 

pregnancy complications analysed in this study. The prevalence of miscarriage among pregnant 

women in Ghana was 10.8% while induced abortion among the pregnant women was 10.4%. 

Polis et al., (2020) also conducted a stratified sampling study using data from 598 facilities 

across the country. The study noted that the rate of induced abortion was relatively high among 

pregnant women with a rate of 26.8%.  

 

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2.4     Knowledge of antenatal women on pregnancy complications/danger signs   

General assessment of knowledge levels among antenatal women on pregnancy complications 

is crucial in the study of complications in pregnancy. Different studies have assessed the level 

of knowledge among pregnant women on pregnancy complications in developing countries. 

Hoque & Hoque, (2011) conducted a study in KwaZulu-Natal province in South Africa among 

pregnant women on their knowledge levels on danger signs for major obstetric complications. 

The study focused largely on urban women who were relatively younger with a mean age of 

26 years. The study noted that 52% of the women knew about some dangers of major obstetric 

complications. Ameyaw et al., (2020) tried to find out whether knowledge on pregnancy 

complications affects the utilization of skilled delivery. The study analysed the 2014 

Demographic and Health Survey of Bangladesh. The study noted that about 53% of the women 

who utilise antenatal care services in the health facilities indicated that they had been told of 

danger signs in pregnancy. The study however did not estimate the degree of knowledge 

whether it is adequate or inadequate. Awareness about danger signs may not be enough to 

influence skilled delivery as the study sought to do. Mwilike et al., (2018) did an extensive 

analysis of knowledge levels of pregnant women on pregnancy complications. The study which 

was conducted in Tanzania enrolled 384 antenatal women in two different health facilities. 

General awareness levels of women on danger signs were relatively high with a rate of 57.8%. 

However, when detailed assessment of knowledge was done, it was observed that only 31% of 

the women had adequate knowledge of danger signs in pregnancy.  

 

Different studies on knowledge about obstetric danger signs have been conducted in Ethiopia 

from different regions and with diverse results. Maseresha et al., (2016) conducted their study 

in Somali region of Ethiopia using 632 women. The study results showed that only 15.5% of 

the women had adequate knowledge about obstetric danger signs. In the Oromia region of 

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Ethiopia, Wassihun et al., (2020) also conducted a study to assess the knowledge of antenatal 

women. Among the 422 women who participated in this study, 64.7% were able to mention at 

least one of the danger signs, however, women with good knowledge were relatively lower 

(40.5%) compared to those who were aware of danger signs. Another study by Damme, (2016) 

in the Gedo region of Ethiopia looked at knowledge levels of pregnant women who were 

attending antenatal care services in some health facilities within the region. The observed 

knowledge level in Gedo was relatively higher among the studies that were done in Ethiopia 

which have been reviewed. Among the 198 women who participated in the study, 57.5% of the 

women had adequate knowledge about dangers signs in pregnancy. The high knowledge levels 

observed in this study is largely influenced by the level of educational status of women. Other 

key determinants to the knowledge levels included occupational status and access to social 

media. Majority (78%) of the women had access to social media and were actively using it.  

 

In Uganda, Kabakyenga et al., (2011) conducted a study on knowledge about danger signs and 

bed preparedness practice among 764 rural women who had recently delivered. Through 

retrospective approach, the study asked the women to mention at least one of the danger signs 

in pregnancy as a means of assessing awareness. The study noted that 72% of the women were 

aware of at least one of the danger signs in pregnancy. However, when further assessment was 

done to test the knowledge of at least any three of the danger signs, the knowledge score was 

far lower than expected with only 19% of the women reporting  adequate knowledge on three 

or more of the danger signs. Woldeamanuel et al., (2019) also assessed the knowledge levels 

of pregnant women and its associated factors in the Tera district of Northern Ethiopia. The 

study sampled 563 women and tested their knowledge on key danger signs in pregnancy. The 

results of the study analysis showed that 37.5% of the women were more knowledgeable about 

obstetric danger signs. Unlike the study by Kabakyenga et al., (2011) which focused on rural 

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women, the study by Woldeamanuel et al., (2019) combined both rural and urban women. 

Significantly, the rate of knowledge among the pregnant women on obstetric danger signs was 

influenced by place of residence (urban) and educational status. Despite involving urban 

women in their study, Hibstu & Siyoum, (2017) observed a lower rate compared to 

Woldeamanuel et al., (2019). Hibstu & Siyoum, (2017) noted that women who had adequate 

knowledge about obstetric danger signs were 21.9%, a rate which is almost the same as the 

knowledge rate observed in Kabakyenga et al., study.  

 

A study by Ossai & Uzochukwu, (2015) also had a differnet prespective about knowledge 

levels of women on obstetric danger signs. Comparative assessment was done between rural 

women and urban women on their level of knowledge about obstetric danger signs. The study 

observed that women who were in rural communities had higher knowlegde rates (24.4%) 

compared to urban women (16.7%). The determining factors of obstetric danger signs do not 

remain at times. In Ghana, an assessment of knowledge levels of pregnant women on 

pregnancy danger signs show different results from each other. Aborigo et al., (2014) 

conducted a similar study to assess the knowledge levels of women on obstetric danger signs 

and the factors that influenced the health seeking behaviour of women in the Kassena-Nankana 

District of Northern Ghana. Unlike the others so far reviewed, this study used qualitative 

method to solicit information from women who have had at least one delivery. Through focus 

group discussions, the women demonstrated good knowledge about dangers signs by 

mentioning most of the obstetric danger signs that are commonly known. Some of the dangers 

signs that were commonly mentioned are excesive bleeding, waist pains, stomach ache, 

frequent vomiting and fever. Generally, source of information from these women was mainly 

through health workers. Saaka et al., (2017) also conducted another study on knowledge about 

dangers signs and how social behaviour change communication (SBCC) can influence the 

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knowledge levels among pregnant women. The study which was conducted in East Mamprusi 

District of Northern Ghana sampled 521 antenatal women. Assessment of adequate knowledge 

was done using least three obstetric danger signs as indicators for adequate knowledge. The 

study therefore observed that 51.2% of the women had adequate knowledge about obstetric 

danger signs. However, when further assessment was done to ascertain the difference in 

knowledge among those who received SBCC intervention, the study noted that knowledge 

levels changed by 2.1 times. Women who received social behaviour change communication 

scored 2.1 times more in knowledge score than those who did not receive any SBCC.  

 

 

2.5     Factors Affecting the prevalence of pregnancy complications   

The discussion on the prevalence of pregnancy complications have shown that while there are 

lower pregnancy complication rates in some areas, other countries have recorded higher 

pregnancy complication rates. Some of the studies on the prevalence tried to look at the reasons 

that have caused these variations in rates across the study areas. In some cases, the prevalence 

within a given country differs and therefore require further discussions to know why the 

difference in prevalence rates among different studies. The discussion on the factors have been 

segregated into three: 1). socio-demographic factors, 2). clinical and health service factors; and 

3) socio-cultural and community factors. Most of these discussions are done in relation to a 

particular pregnancy complication as studies on general complications are limited.  

 

2.5.1    Socio-demographic factors associated with prevalence of pregnancy complication  

Different studies have linked several socio-demographic factors to pregnancy complications in 

general while other studies have looked at specific pregnancy complications rather than general 

assessment.  Studies by Luo et al., (2020), Jones et al., (2017) and Rulisa et al., (2015) have all 

done a pooled analysis of most of the pregnancy complications in a single study. Luo et al., 

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(2020) in a study in China analysed the rate of pregnancy complications among nulliparous 

and multiparous women in a prospective cohort study. Among the nulliparous women, the 

study noted that women with advance maternal age (> 35 years) were more likely to develop 

maternal complications such as preeclampsia, gestational hypertension and premature rupture 

of the membrane as compared to women aged 20-29 years. However, among the multiparous 

women, the study noted that an increase in the maternal age of the women resulted in high 

occurrence of gestational diabetes mellitus, anaemia, preterm labour and premature rupture 

membrane by 3.29, 1.85, 1.89 and 5.14 times respectively.  The study by Jones et al., (2017) 

in the Hohoe Municipality in Ghana as in the case of Luo et al. also observed only maternal 

age as the only demographic factor influencing pregnancy complications. The study observed 

that women with age between 35-39 years were more likely to develop pregnancy 

complications compared to women aged 20-25 years. Depending on the type of the pregnancy 

complications, the rate of risk of complications increased with an increase in maternal age.  

 

Rulisa et al., (2015) also analysed maternal complications and described it within the context 

of near miss cases among pregnant women in Rwanda. The study which identified sepsis, 

hypertensive disorder and haemorrhage as the main pregnancy complications noted that the 

rate of maternal near miss was relatively higher among women who belonged to the lower 

socio-economic status/class as well as women who resided in the eastern part of the country. 

Specifically, those in the eastern part were noted to be among the rural poor. Sengoma et al., 

(2017) in a study in Rwanda analysed pregnancy-related complications and its effect on the 

survival of a woman. The study noted that the prevalence of pregnancy-related complications 

was predominant among women who live far from a health facility as well as women belonging 

to poor households.  

 

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Beyond the assessment on general pregnancy complications, specific pregnancy complications 

and danger signs risk factors have been discussed at different levels. Studies on preeclampsia 

have also looked at socio-demographic factors that increases the risk of its occurrence. Bilano 

et al., (2014) in their study on preeclampsia risk factors stated that educational status of the 

pregnant mother is critical in determining the outcome of preeclampsia. The study observed 

that women with secondary or tertiary level education were less likely to develop preeclampsia 

as compared to women with no education. A study by Stitterich et al., (2021) which was 

conducted in Freetown, Sierra Leone analysed the risk factors that are associated with 

preeclampsia and eclampsia among women who are referred for maternal health care services 

in the main hospital in Freetown. The study was a case-control with 214 women with 

preeclampsia and eclampsia and 458 women within the control group. The study observed that 

a number of obstetric and maternal health factors, however, the only socio-demographic factor 

that predicted the prevalence of preeclampsia at univariate level was marital status of the 

women and the occupation of the women. Women who were in a relationship or married were 

56% more likely to experience preeclampsia or eclampsia relative to women who are in no 

relationship. Similarly, women who were traders had 29% chances of experiencing 

preeclampsia more than women who were not employed. Morikawa et al., (2013) in a study 

among pregnant women on preeclampsia noted that women aged 35+ have higher risk of 

developing preeclampsia compared to women who are below 25 years. Morikawa et al. study 

noted that as a woman’s age increases, the risk of preeclampsia also increases.  

 

Another pregnancy complication that has further reviewed is anaemia as discussed earlier. Li 

et al., (2018) also analysed the prevalence and risk factors associated with adverse anaemia in 

pregnancy. The study noted that women aged 35 years or more had higher odds of developing 

anaemia in pregnancy than women with relatively lower maternal age. With an overall anaemia 

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prevalence of 23.5%, Li et al., noted that women with lower monthy incomes levels have higher 

risk of having anaemia in pregnancy compared to women with higer income levels. 

Additionally, women who reside in rural communities were more likely to have anaemia in 

pregnancy compared to their colleagues who reside in urban communities. Wemakor, (2019) 

in a study in Northern Ghana analysed factors that influence the prevalence of anaemia among 

women. Univariate analysis of the results showed that pregnant women who were Muslims 

were more likely to develop anaemic conditions during pregnancy compared to Christians. 

Again, the risk of anaemia was relatively higher among women who belong to lower quartile 

of household wealth group than women belonging to household with higher wealth.  

 

The study by Ahinkorah et al., (2021) on analysis of the Ghana Maternal Health survey showed 

that some socio-demographic factors were significantly dominating the causes of induced 

abortion, still births and miscarriages in Ghana. The study observed socio-demographic factors 

such education, religion and residence to influence the general study outcome. Under 

education, the study noted that women with higher education had higher odds of experiencing 

miscarriages than women who have not had any education. The findings on religion were 

relatively different at various outcomes. Christian women were observed to have higher odds 

of having induced abortion as compared to Muslim, however, in the analysis of miscarriages, 

Muslim women were observed to have higher odds of miscarriages than Christian women. 

Both induced abortion and miscarriages were found to be relatively higher among women in 

residing in urban communities than women who reside in rural communities. Further noted 

that, women who are aged 25-34 years experienced more miscarriages as compared to women 

with lower age 15-24 years. Baruwa et al., (2021) also looked at the prevalence of induced 

abortion and its related factors among women in Ghana. The study observed that the prevalence 

of induced abortion was significantly associated with women who had secondary level of 

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education, who live in urban communities especially in the cities, who belong to non-Catholic 

denominations and those who were single. In general, the rate of induced abortion was higher 

among Akans as compared to the other ethnic groups.  

 

In an earlier study by Mote et al., (2010) in Hohoe Municipality, it was noted that some of the 

outcome were relatively different from what had been observed in later studies. Mote et al., 

observed that the risk of induced abortion was relatively higher among women who were 

married as opposed to the observed result in the study by Baruwa et al., (2021). Mote et al., 

further observed that women who have secondary education were less likely to have induced 

abortion, a result that also opposite the finding by Baruwa et al., (2021). However, three results 

of this study conformed to most of the studies revealed. Mote et al., noted that the rate of 

induced abortion was significantly higher among women who live in urban and peri-urban 

communities, women who were married and women in formal employment. Klutsey & 

Ankomah, (2014) also did a similar study in the Volta region of Ghana and noted that the odds 

of induced abortion among married women reduced by 4% compared to women who were 

single while the odds of induced abortion among women with more than two pregnancies were 

relatively higher as compared to nulliparous women.   

 

Discussions on hypertensive disorder in pregnancy has also been reviewed in a number of 

studies. Tebeu et al., (2011) in a study in Cameroun realised that, the risk of hypertensive 

disorder in pregnant among women were significantly associated with two socio-demographic 

factors: educational status and occupation. The study noted that women who were illiterates 

had 60% chances of having hypertensive disorder compared to women with higher level of 

education, i.e., secondary or tertiary. On occupation, it was further noted that the risk of 

hypertensive disorder was about 2.8 times higher among housewives compared to women who 

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were employed either in the formal sector or self-employed. Meazaw et al., (2020) in a study 

on hypertensive disorder in pregnancy among women in sub-Saharan Africa observed that 

women with lower educational level (no education or primary level) have higher odds of 

developing hypertensive disorders compared to women with tertiary education. The meta-

analysis by Meazaw et al., further concluded that women with advanced maternal age had 

higher risk of developing hypertensive disorder compared those with lower maternal age. 

Mwanri et al., (2015) also in a similar study in Tanzania noted that the odds of hypertensive 

disorder increases with an increase in maternal age and that women above the age 35 years had 

higer risk of hypertensive disorder. The study noted that the risk of hypertensive disorder was 

higher among urban women than in rural communities. Mekonen et al., (2018) in a study on 

pregnancy-induced hypetension in Ethiopia observed that maternal age and education were 

significantly associated with the risk of hypertension in pregnancy. The study noted that 

women with advanced maternal age were more likely to have hypertension in pregnancy 

compared with women with lower maternal age while women with lower educational status 

had higher risk of hypertensive disorder compared with women with higher level of education. 

Another study in Nigeria by Azubuike & Danjuma, (2017) on hypertension in pregnancy found 

age and socio-economic status as the demographic significant factors that are associated with 

the study outcome.  

 

A review of the socio-demographic factors have shown that limited analysis has been done on 

the factors that looked at general complications and danger signs in pregnancy. Nonetheless, 

specific studies in relation to specific pregnancy complications and danger signs have identified 

similar results that may apply in most of cases and can equally be applied in this study.  

 

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2.5.2 Obstetric and maternal factors complications 

Similar review as was in the case of the socio-demographic factors have been done for obstetric 

and maternal conditions that influence the prevalence of pregnancy complications. In this 

discussion, a review is first done for general studies that have looked at pregnancy 

complications in general and later focused on specific complications as outlined earlier in this 

study. The study by Jones et al., (2017) in the Hohoe municipality observed that women with 

family history of hypertension and past record of preterm delivery have higher odds of 

experiencing some major pregnancy complications than women with no family history of 

hypertension and no past record of preterm delivery. Habtei & Wondimu, (2021) in a study on 

factors that influence maternal complications and near miss observed that history of pre-

existing medical disorders increases the risk of pregnancy complications and maternal near 

miss cases. Additionally, the study noted that women who have had poor preparedness practice 

towards birth and complications have higher risk of maternal complications. Terefe et al., 

(2020) in their study on factors that contribute to danger signs and complications in pregnancy 

observed that the risk of prevalence of obstetric danger signs and complication are associated 

with antenatal attendants and parity. The study noted that women who have had less than four 

antenatal visits had higher risk of experiencing obstetric danger signs than women with four or 

more antenatal visits. Similarly, women who are primigravida had higher risk of experiencing 

obstetric danger signs than women who are multigravida.   

 

The discussions on maternal and obstetric factors in the next sessions discusses specific 

pregnancy complications and their respective factors. In most cases, the factors from various 

studies and different pregnancy complication outcomes are similar, nonetheless, there are few 

results that have been differently observed. Wagnew et al., (2020) in a meta-analysis of a 

number of studies on preeclampsia observed that primiparous is a high-risk factor to 

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preeclampsia. The study noted that women who are pregnant for the first time have higher risk 

of developing preeclampsia and subsequently eclampsia compared to multiparous women. The 

analysis of series of studies further showed a significant relationship of previous history of 

hypertension and preeclampsia. Wagnew et al., (2020) argued that the risk of preeclampsia is 

higher among women who have history of hypertension in their previous pregnancy as 

compared to those without any history. Earlier studies in different context have all observed 

same results (Duckitt & Harrington, 2015; Tessema et al., 2021). Tessema et al., (2021) further 

noted that the outcome of a body mass index has a greater influence on the outcome of 

preeclampsia diagnosis. Women who are obese with BMI of more than 24.9 kg per meter 

square have higher risk developing preeclampsia than those with lower BMI. O’Brien,.et al., 

(2013) asserted that the BMI factor may be explained by the resistance of insulin which 

increases the risk of autoimmune disease, urinal tract infection, hypertension and consequently 

preeclampsia.  

 

Stitterich et al., (2021) also in their study on preeclampsia factors observed that women with 

family predisposition for preeclampsia had higher odds of having preeclampsia compared to 

women with no family predisposition. Similarly, women with past records of hypertension had 

higher odds of experiencing preeclampsia in pregnancy relative to women with no past record. 

Other significant factors that the study observed a having an association with preeclampsia 

include urinary tract infection during pregnancy, presence of prolonged diarrhoea during 

pregnancy and inadequate food intake. Gabbe et al., (2016) in their study identified family 

history of preeclampsia, obesity, gestational diabetes, pre-existing chronic hypertension and 

multifetal gestation as significant factors that are associated with preeclampsia. Fox et al., 

(2019) also in a different study on preeclampsia risk factors noted that women with family 

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history of preeclampsia, multifetal pregnancy and with pregnancy intervals of more than 10 

years have higher risk of experiencing preeclampsia than their counterpart women.  

 

Different studies have also shown significant results on hypertensive disorders in pregnancy. 

Mwanri et al., (2015) in their study noted that women with minimum dietary diversity score 

were more likely to develop hypertensive disorder. Again, the study noted with women who 

are HIV positive have higher risk of experiencing hypertensive disorder.  Tebeu et al., (2011) 

in their multiple analysis of risk factors noted that the odds of experiencing hypertensive 

disorder was significantly higher among nulliparous women compared to multiparous women. 

Additionally, the risk of hypertensive disorder increases among women with family history of 

hypertension and history of hypertension in the woman compared to women with no family 

history or history of hypertension. Meazaw et al., (2020) in their study also observed similar 

results as other studies on factors influencing the prevalence of hypertensive disorders. The 

study noted that primiparous women and those with a family history of hypertension had higher 

risk of experiencing hypertensive disorder compared to nulliparous women and women with 

no family history of hypertension. Mekonen et al., (2018) also observed the same results as all 

studies that, women with family history of hypertension and preeclampsia have higher risk of 

pregnancy-induced hypertension. Azubuike & Danjuma, (2017) and Brown et al., (2018) have 

all confirmed similar results in hypertensive disorder risk analysis studies. The existence of 

family history and past records of hypertension in the woman play a major role in hypertensive 

disorder prevalence.  

 

Anaemia studies have also been looked at from different perspectives. The results in these 

studies are relatively similar to each other (Li et al., 2018; Fondjo et al., 2019; Wemakor, 2019). 

Fondjo et al., (2019) in their study in Ghana also discussed some of the significant factors that 

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contribute to the prevalence of anaemia in pregnancy. The study noted that the risk of anaemia 

increases with gestational age in that as the gestational age of the pregnancy increases, the risk 

of anaemia also increases. The study noted that the higher risk of anaemia was observed in the 

third trimester. Additionally, the study noted that women who use tap water rather than purified 

water had higher risk of anaemia in pregnancy. Wemakor, (2019) in their anaemia study in 

northern Ghana observed that the risk of anaemia is higher among women who are in the third 

trimester compared to women in their first and second trimester. The study by Li et al., (2018) 

on anaemia observed that the body mass index of pregnant women even prior to pregnancy 

possess a lot of risk in developing pregnancy complications especially anaemia.  

 

2.5.3 Other related factors on pregnancy complications 

Knowledge about danger signs and other specific complications play significant role in limiting 

the occurrence of pregnancy complications among pregnant women. Wensing & Grol, (2019) 

have argued that knowledge is the main thrust of every health intervention and that science 

cannot thrive without knowledge. They further argue that for any intervention to achieve its 

ultimate objective, it is important to situate the intervention within the knowledge cycle of the 

people for which the intervention is implemented. Wensing & Grol, (2019) concludes that in 

areas where there exists an increased knowledge about a health condition, adherence and 

support for such intervention is relatively high. Acknowledging the importance of knowledge 

on uptake of health services, Almomani et al., (2021) recommends for a consented effort to 

ensure increased knowledge in any health service to facilitate smooth and increased uptake of 

the service.  

Knowledge studies on pregnancy dangers signs and its relationship on the occurrence of 

pregnancy complications have all confirmed the assertion by Wensing & Grol, (2019) and 

Almomani et al., (2021). Terefe et al., (2020) also did an extensive assessment of knowledge 

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levels of pregnant women on dangers signs and its implication on pregnancy complications. 

The study’s main focus was to identify factors that influence the occurrence of pregnancy 

complications. Multiple analysis of the results showed that knowledge about pregnancy danger 

signs was a major contributing factor in the prevalence of pregnancy complications. The 

knowledge result showed that women who had adequate knowledge about pregnancy danger 

signs had a reduced risk of experiencing pregnancy complications compared to women with 

limited or no knowledge about danger signs. In their analysis, Terefe et al., further elaborated 

that women with adequate knowledge were cautious about certain behaviours and lifestyle that 

could lead into risk dactors. Adherence to recommended preventive measures were relatively 

higher among those with adequate knowledge about danger signs. Fathy & Eittah, (2017) also 

did a similar study in Egypt to ascertain whether knowledge about pregnancy danger signs have 

any effect on the prevalence of pregnancy complications among pregnant women. The study 

noted that knowledge levels among prgnant women were relatively high and that reduced the 

risk of pregnancy infection in general.  

 

Other studies have also been done to ascertain the relationship that exist between knowledge 

levels on anaemia and the prevalence of anaemia in pregnancy. The study by Wemakor, (2019) 

in the northern Ghana also analysed the levels of knowledge and its effect on anaemia. The 

study noted that knowledge levels on anaemia was relatively low among the pregnant women. 

The study observed that women who had little or no knowledge about anaemia had higher odds 

of experiencing anaemia in pregnancy especially during the third trimester compared to women 

who had higher knowledge about anaemia and how it occurs. Knowledge on anaemia focused 

basically on prevention and management. In northern Ghana, the study noted that intake of 

folic acid was relatively low among women with little knowledge since they did not know 

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about the importance of the intake of folic acid. In India, Prabhu & Balakrishanan, (2015) also 

looked at how an increase in knowledge can improve anaemia conditions in pregnancy.  

 

Appiah et al., (2020) assessed the knowledge of and the adherence to anaemia prevention 

among pregnant women in Juaboso in the Western North region of Ghana. The study observed 

very low knowledge rate of 13.5% on anaemia among the pregnant women with a high anaemia 

prevalence of 43.3%. The study observed that the low levels in knowledge affected the rate of 

adherence to preventive measures with only 39.1% showing good practice to anaemia 

prevention. The study further noted that the rate of anaemia was significantly higher among 

women with low knowledge about anaemia in pregnancy compared to women who had higher 

knowledge about anaemia. Augustina et al., (2021) also tried to assess the knowledge levels of 

pregnant teenagers and how their knowledge levels affected their adherence and prevalence of 

anaemia in pregnancy in some selected health facilities in Indonesia. The study observed 

anaemia prevalence of 44% among the teenage pregnant women, a result which was noted as 

one of the highest within the country and across several studies. The result of anaemia 

prevalence was relatively in line with the knowledge score. Less than half of the teenage 

women had adequate knowledge about anaemia. The study observed that, more than 60% of 

the pregnant teenagers with anaemia were those who had little or inadequate knowledge about 

anaemia. It is evident from these discussions that having adequate knowledge about a particular 

pregnancy complication or its related danger signs reduces the risk of the occurrence of that 

particular complication in pregnancy.  

 

2.6 Summary of Literature  

The literature on the prevalence of pregnancy complications was extensively reviewed and the 

results showed that nearly all the studies on complications were limited to specific 

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complications. Prevalence studies for pregnancy complications like preeclampsia, anaemia in 

pregnancy, hypertensive disorders, etc were easily accessible from various journal cites. Both 

meta-analysis and cross-sectional studies discussed prevalence results of a prevailing 

pregnancy complication within a given geographical area. However, studies on pooled 

pregnancy complications are limited. A scan through various journals showed that only a few 

studies have been conducted to assess the general pregnancy complications in pregnant women. 

This remains a major gap which this study seeks to address. This study therefore seeks estimate 

the proportion of women within the study area who have exhibited at least one of pregnancy 

complications.  

Similarly, a review of literature has shown that studies on factors influencing pregnancy 

complications have been limited to specific pregnancy complication rather than discussing 

general factors of pregnancy complications irrespective of the type of complications. The only 

two studies that were observed during a review of literature were conducted outside Ghana. 

There has not been any general study so far in Ghana and especially in Greater Accra that have 

considered general factors influencing pregnancy complications.  

 

 

 

 

 

 

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CHARPTER THREE 

METHODOLOGY 

3.1   Introduction 

The method employed in this study was explained in this chapter. The discussion on the 

methods starts with the study design employed for this study, the study area, target populations, 

sample size estimation and sampling techniques. Other sections discussed in this chapter 

include methods of data collection and tools, pre-testing, quality control, variables and analysis 

of data. The chapter concludes with highlights of the key ethical issues that are been addressed 

in this study.  

 

3.2 Study design 

The study employed a facility-based analytical cross-sectional design among pregnant women 

attending antenatal care services in Mamprobi Hospital. The study used quantitative method to 

collect the data from October – November, 2021. The quantitative data was to estimate the 

prevalence of pregnancy complications among the pregnant women and further estimate the 

knowledge levels as well as the significant factors for the prevalence of pregnancy 

complications.  

 

3.3 Study area 

The study was conducted at the Mamprobi Hospital within Ablekuma South District of Greater 

Accra region.    

3.4 Target and study population 

The study population were pregnant women who attended antenatal care services at Mamprobi 

Hospital.  

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3.5 Inclusion Criteria 

Participants for this study included: 

a. Pregnant women who were utilising antenatal care services at Mamprobi Hospital 

irrespective of the gestation period.  

b. Pregnant women who had been referred to the facility for maternal health services 

c. Women who were able to provide their antenatal cards  

 

However, the following pregnant women will be excluded from the study: 
 

a. Pregnant women who were due for labour   

b. Pregnant women who were indisposed and could not participate in the study.  

c. Pregnant women who were not willing to participate in the study. 

 

3.6 Sample Size determination 

The study sample size was derived using the Cochran formula (Cochran, 1977) which is:  

  

      N = Z²p (1-p)     

                  e2             

Where: 

N = sample size,  

Z= confidence level of 95% (standard value of 1.96),  

e = margin of error = 0.05 and  

p = prevalence of pregnancy complication = 43.1%; i.e., proportion of pregnant women 

presenting with pregnancy complications at antenatal care service in a study by Rulisa et al., 

(2015). 

N = (1.96)2 x 0.431 (1-0.431)  ≈ 377 

                    0.052  

Adjusting for a 10% non-response rate gives, 0.1 * 377= 37.7 ≈38 

Therefore, the desired sample size for the quantitative study was 377+38 = 415 

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3.7 Sampling Techniques 

The study employed simple random sampling method to select participants for the study. 

With a total of 415 women surveyed, the study divided the study participants into ten (10) 

groups, each group for a day which gave an average of 42 women per day.