Living with type 1 diabetes and schooling among young people in Ghana: a truism of health selection, inadequate support, or artefactual explanation of educational inequalities?

INTRODUCTION: Type 1 diabetes mellitus (T1DM) is mostly diagnosed among young people. Despite the evidence that T1DM is disruptive, and affects individuals' health and cognitive ability, there is dearth of knowledge on the impact of T1DM on schooling in LMICs including Ghana. In this research, we explored the impact of T1DM on the schooling of young people living with the disease, and discussed the results within health selection, social support, and artefactual perspectives of inequality. METHODS: Data were extracted from a qualitative project on T1DM lived experiences in southern Ghana. The study participants were young persons living with T1DM (n = 28) and their caregivers (n = 12). They were purposively recruited to participate in the study using maximum variation and snowball sampling techniques and interviewed in their support group centres, homes, or healthcare facilities using semi-structured interview guides. A computer-assisted qualitative data analysis was performed using QSR NVivo 14 software, and the results were categorised into themes. RESULTS: Three themes were identified from the transcripts. These themes were school and classroom attendance, choice of school, and school/academic performance. T1DM was a major reason for patients' limited contact hours with teachers, school drop-out, preference for day schools rather than boarding, opting for vocational training instead of continuation of formal education, limited concentration at school, and delayed educational progression. CONCLUSION: T1DM impacted the schooling of young people living with the disease. The mechanisms of these impacts, and young peoples lived experiences are not artefactual, but rather support discourses on health selection and inadequate social support for young people living with the disease. The results call for the need to develop educational and social interventions to address these barriers. The full implementation of the Inclusive Education Policy (IEP) may contribute to reducing educational and social inequalities caused by ill-health.

Towards an integrated type 1 diabetes management in low-resource settings: barriers faced by patients and their caregivers in healthcare facilities in Ghana.

BACKGROUND: In Low-Middle-Income Countries (LMICs), young people living with Type 1 Diabetes Mellitus (T1DM) face structural barriers which undermine adequate T1DM management and lead to poor health outcomes. However, research on the barriers faced by young people living with T1DM have mostly focused on patient factors, neglecting concerns regarding plausible barriers that may exist at the point of healthcare service delivery. OBJECTIVE: This study sought to explore barriers faced by young people living with T1DM and their caregivers at the point of healthcare service delivery. METHODS: Data were drawn from a qualitative research in southern Ghana. The research was underpinned by a phenomenological study design. Data were collected from 28 young people living with T1DM, 12 caregivers, and six healthcare providers using semi-structured interview guides. The data were collected at home, hospital, and support group centres via face-to-face interviews, telephone interviews, and videoconferencing. Thematic and framework analyses were done using CAQDAS (QSR NVivo 14). RESULTS: Eight key barriers were identified. These were: shortage of insulin and management logistics; healthcare provider knowledge gaps; lack of T1DM care continuity; poor healthcare provider-caregiver interactions; lack of specialists' care; sharing of physical space with adult patients; long waiting time; and outdated treatment plans. The multiple barriers identified suggest the need for an integrated model of T1DM to improve its care delivery in low-resource settings. We adapted the Chronic Care Model (CCM) to develop an Integrated Healthcare for T1DM management in low-resource settings. CONCLUSION: Young people living with T1DM, and their caregivers encountered multiple healthcare barriers in both in-patient and outpatient healthcare facilities. The results highlight important intervention areas which must be addressed/improved to optimise T1DM care, as well as call for the implementation of a proposed integrated approach to T1DM care in low-resource settings.

Fruits and vegetable consumption, and its association with hypertension among women in Ghana: a cross-sectional study.

OBJECTIVE: This study aimed to examine the association between fruit and vegetable consumption (FVC) and the risk of hypertension among women in Ghana. DESIGN: Data from the 2014 Ghana Demographic and Health Survey were used. Bivariate and multivariate logistic regression analyses were performed using Stata version 14. The study reports the adjusted OR (AOR) and CI. SETTING: Ghana. PARTICIPANTS: A total sample of 4168 women was used in the analysis. RESULTS: Among women who met the WHO's recommended intake of FVC, 13·1 % had hypertension. The intake of the recommended servings of fruit and vegetables was not significantly associated with hypertension. However, the likelihood of being hypertensive was significantly associated with increasing age (AOR = 6·1; 95 % CI = 4·29, 8·73), being married (AOR = 1·7; 95 % CI = 1·14, 2·57) or formerly married (AOR = 2·3; 95 % CI = 1·44, 3·70), and being overweight (AOR = 1·6; 95 % CI = 1·24, 2·07) or obese (AOR = 2·4; 95 % CI = 1·82, 3·20). CONCLUSION: The study concludes that there is no significant association between FVC and hypertension risk among women in Ghana. While this study did not find a significant association between FVC and hypertension risk among women in Ghana, it underscores the point that other multifaceted factors influence hypertension risk. As such, public health campaigns should emphasise a balanced and holistic approach to promoting cardiovascular health, including factors beyond FVC. The findings also highlight the need to target high-risk populations (i.e. older women, married and formerly married women, and overweight or obese women) with hypertension prevention education and related interventions.

RTS,S/AS01E vaccine defaults in Ghana: a qualitative exploration of the perspectives of defaulters and frontline health service providers.

BACKGROUND: While Ghana has a good track record in the Expanded Programme on Immunization, there are substantial challenges with regards to subsequent vaccinations, particularly after the first year of life of the child. Given that the last dose of the RTS, S/AS01E vaccine against malaria is administered at 24 months, there is a high likelihood of default. Hence, it is imperative to understand the dynamics and reasons for the defaults to enable the development of effective implementation strategies. This study explored why caregivers default on the RTS, S/AS01E vaccine from the perspective of health service providers and caregivers. METHODS: This study employed an exploratory, descriptive approach. Using a purposive sampling technique, caregivers who defaulted and health service providers directly involved in the planning and delivery of the RTS, S/AS01E vaccine at the district level were recruited. A total of five health service providers and 30 mothers (six per FGD) participated in this study. Data analysis was done using NVivo-12 following Collaizi's thematic framework for qualitative analysis. The study relies on the Standards for Reporting Qualitative Research. RESULTS: Reasons for defaulting included the overlap of timing of the last dose and the child starting school, disrespectful attitudes of some health service providers, concerns about adverse side effects and discomforts, travel out of the implementing district, the perception that the vaccines are too many, and lack of support from partners. CONCLUSION: To reduce the occurrence of defaulting on the RTS, S/AS01E vaccine programme, stakeholders must reconsider the timing of the last dose of the vaccine. The schedule of the RTS, S/AS01E vaccine should be aligned with the established EPI schedule of Ghana. This will significantly limit the potential of defaults, particularly for the last dose. Also, the findings from this study underscore a need to encourage male partner involvement in the RTS, S/AS01E vaccine programme. Health promotion programmes could be implemented to raise caregivers' awareness of potential adverse reactions and discomforts-this is necessary to prepare the caregiver for the vaccine process psychologically.

Coping and adaptation strategies among young persons living with type 1 diabetes and their caregivers: textual and photovoice analyses.

BACKGROUND: Management of type 1 diabetes (T1D) is complex and demanding. It requires patients and their caregivers, particularly those in low-resource settings to adopt productive coping strategies to achieve ideal glycaemic control. Coping and adaptation strategies have far-reaching implications on their behavioural and health outcomes. Yet, it is uncertain how young people living with T1D and their caregivers in low-resource settings cope and adapt to the challenges of T1D management. This study analysed textual and photo evidence on the coping and adaptation strategies employed by young persons living with T1D (warriors) and their caregivers in Ghana. METHODS: Qualitative data were collected from 28 warriors, 12 caregivers, 6 healthcare providers and other stakeholders in southern Ghana using semi-structured interview guides. Participants were identified at T1D support group centres, hospitals, and their places of residence, and recruited into the study using maximum variation and snowball sampling approaches. Data were collected via face-to-face interviews, photovoice, telephone interviews and videoconferencing and were thematically analysed using QSR NVivo 11. RESULTS: Four superordinate themes which are productive coping, non-productive coping, keeping T1D a secret, and coping with costs of care were identified. Productive coping entailed condition acceptance, planning ahead, seeking social support, borrowing insulin, and overcoming the barriers of insulin storage. On the other hand, avoidance, disengagement, and re-use of syringes were the common non-productive coping approaches. Due to stigma and discrimination, the warriors shrouded their condition in secrecy. As a response to the financial burden of T1D care, caregivers/patients borrowed money, took loans, and sold household items. CONCLUSION: Young persons living with T1D and their caregivers adopted coping strategies which both promoted and compromised their T1D management. There was an occasional co-existence of diverse coping strategies (productive and non-productive), and these reflects the personal and contextual stressors they faced. The results call for the need to eliminate barriers of T1D management and equip patients and their caregivers with ongoing T1D coping competencies.

Utilisation of traditional healers among older people living with HIV in South Africa: a WHO SAGE well-being of older people study.

BACKGROUND: Within the African region, there are an estimated 8 million people living with HIV (PLHIV) in South Africa. Seeking healthcare services from traditional healers (TH) is one of the alternative and complementary approaches to HIV/AIDS treatment. Identifying the associated factors of TH utilisation among older PLHIV is crucial in developing healthcare interventions that cater to the unique needs of this vulnerable group. This study investigated the factors associated with TH utilisation among older PLHIV. METHODS: We studied 516 older PLHIV using data from the WHO SAGE Well-Being of Older People Study (2011-2013). Chi-square, bivariate and multivariate logistic regression were computed in STATA Version 14. The results were presented with both crude and adjusted odds ratio (AOR) and at 95% confidence interval (CI). RESULTS: Of the 516 participants, 15.89% utilised TH. The major reason for TH utilisation among older PLHIV was the perception of receiving better healthcare services from TH (51.2%) and the flexibility to pay with goods instead of money (14.6%). The factors associated with TH utilisation were age [AOR = 0.05; CI 0.01, 0.37], being hypertensive [AOR = 2.07; CI 1.04, 4.11], and having more than four servings of fruits [AOR = 10.64; CI 2.95, 38.34]. TH utilisation was significantly lower among those who visited the clinic once or twice [AOR = 0.17; CI 0.05, 0.63], three to six times [AOR = 0.16; CI 0.05, 0.56], and more than 6 times [AOR = 0.09; CI 0.03, 0.34] compared to those who had no clinic visits. CONCLUSION: In conclusion, a low proportion of TH utilisation was reported among older PLHIV in South Africa. TH utilisation is associated with age, hypertension status, frequency of clinic visits and fruit servings consumed. Our study suggests that being hypertensive was a motivating factor for older PLHIV to utilise TH. Therefore, it is imperative for the South African health department to integrate the services of TH into the mainstream health system to manage non-communicable diseases, particularly hypertension, among older PLHIV.

Prostate cancer screening uptake in Kenya: An analysis of the demographic and health survey.

BACKGROUND: Prostate cancer (PCa) screening is a cost-effective strategy to promote early detection and treatment. Understanding the determinants of PCa screening uptake would help policy makers to identify high-risk populations and ensure the cost-effectiveness of health promotion interventions. This study aims to estimate the prevalence of PCa screening uptake and assess its associated factors among Kenyan men. METHODS: The study relied on data from the 2014 Kenya Demographic and Health Survey. Both descriptive and inferential analyses were performed. Firth logistic regression was employed using the "firthlogit" command in STATA. The adjusted odds ratio and 95% confidence interval were presented. RESULTS: Overall, the prevalence of PCa screening uptake was 4.4%. The odds of PCa screening uptake were high among men aged 50-54 [aOR= 2.08; CI= 1.23, 3.52], those who had health insurance coverage [aOR= 1.69; CI= 1.28, 2.23], those who read at least once in a week [aOR= 1.52; CI= 1.10, 2.10], and among those who watched TV at least once in a week [aOR= 1.73; CI= 1.18, 2.52]. Men who resided in the Eastern [aOR= 2.23; CI= 1.39, 3.60], Nyanza [aOR= 2.13; CI= 1.29, 3.53], and Nairobi [aOR= 1.97; CI= 1.01, 3.86] had a higher likelihood of getting screened for PCa. CONCLUSION: In conclusion, the uptake of PCa screening in Kenya is low. To ensure the cost-effectiveness of health-promoting interventions that aim to improve PCa screening uptake in Kenya, men without health insurance coverage should be targeted and prioritized. Increasing literacy rate, sensitization via television, and increasing the insurance coverage in the country would significantly contribute to a higher uptake of PCa screening. POLICY SUMMARY: To improve the uptake of PCa screening, there would be a need to implement a national advocacy campaign that will sensitize Kenyan men about the need to undergo PCa screening. This national advocacy campaign to increase the uptake of PCa screening in Kenya must leverage mass media platforms.

Knowledge of young people living with type 1 diabetes and their caregivers about its management.

AIMS AND OBJECTIVE: We sought to investigate knowledge and skills of type 1 diabetes (T1D) management among young people living with the disease and their caregivers. Our aim is to provide baseline evidence to inform T1D self-management education for young people living with the disease and their caregivers. BACKGROUND: Both local and international guidelines recommend ongoing T1D self-management education for people living with the disease. This is because T1D often develops among young people who rarely have the competencies to adequately manage their condition. However, the extent to which young people living with T1D and their caregivers can self-manage this chronic disease in a low-resource country like Ghana is unknown. METHODS: Using a phenomenological study design, semi-structured interviews were conducted with 28 young people living with type 1 diabetes, 12 caregivers and 6 healthcare providers in southern Ghana. Data were collected at homes, hospitals and support group centres of participants via face-to-face interviews, photovoice and video-conferencing. The data were analysed thematically using QSR NVivo 11. RESULTS: The young people living with T1D and their caregivers demonstrated knowledge and skills in the self-monitoring of blood glucose, and the treatment of hyperglycaemia. Areas of more marginal or lack of knowledge were concerning carbohydrate counting, severe hypoglycaemia and the management of intercurrent illnesses. Young persons living with T1D and their caregivers received their management information from healthcare and non-healthcare providers. Access to diabetes self-management education influenced T1D management knowledge and practices. CONCLUSION: Young people living with type 1 diabetes and their caregivers possessed limited scope of knowledge on type 1 diabetes self-management. Multiple sources of T1D knowledge were found, some of which may not be helpful to patients. The knowledge gaps identified compromises transitional independence and self-management capacity. RELEVANCE TO CLINICAL PRACTICE: It is important for clinicians and organizations that provide T1D education to provide diabetes self-management education also on managing hypoglycaemia, carbohydrate counting and managing T1D during intercurrent life events among young people living with T1D. NO PATIENT OR PUBLIC CONTRIBUTION: Patients and their caregivers were interviewed as research participants. They did not conceptualize, analyse, interpret or prepare the manuscript.

Skilled antenatal care services utilisation in sub-Saharan Africa: a pooled analysis of demographic and health surveys from 32 countries.

BACKGROUND: Each day, an estimated 800 women die from preventable pregnancy and childbirth related complications, where 99% of these avoidable deaths happen in low-and middle-income countries. Skilled attendance during antenatal care (ANC) plays a role in reducing maternal and child mortality. However, the factors that predict the utilisation of skilled ANC services in sub-Saharan Africa (SSA) remains sparsely investigated. Therefore, we examined women's utilisation of skilled ANC services in SSA. METHODS: The research used pooled data from the most recent Demographic and Health Surveys conducted in 32 countries in SSA between January 1, 2010, and December 31, 2019. Binary logistic regression was used to examine the predictors of skilled ANC services utilisation. The results are presented as crude and adjusted odds ratios (aOR) with 95% confidence interval (CI). RESULTS: The prevalence of skilled ANC services utilisation in SSA was 76.0%, with the highest and lowest prevalence in Gambia (99.2%) and Burundi (8.4%), respectively. Lower odds of ANC from skilled providers was found among women aged 45-49 compared to those aged 20-24 (aOR = 0.86, CI = 0.79-0.94); widowed women compared to married women (aOR = 0.84, CI = 0.72-0.99); women who consider getting permission to visit the health facility as a big problem compared to those who consider that as not a big problem (aOR = 0.74, CI = 0.71-0.77); women who consider getting money needed for treatment as not a big problem compared to those who consider that as a big problem (aOR = 0.84, CI = 0.72-0.99); and women who consider distance to the health facility as a big problem compared to those who consider that as not a big problem (aOR = 0.75, CI = 0.72-0.77). CONCLUSION: SSA has relatively high prevalence of skilled ANC services utilisation, however, there are substantial country-level disparities that need to be prioritised. Increasing maternal reproductive age being widowed and far distance to health facility were factors that predicted lower likelihood of skilled ANC services utilisation. There is, therefore, the need to intensify female formal education, invest in community-based healthcare facilities in rural areas and leverage on the media in advocating for skilled ANC services utilisation.

Prevalence and factors associated with hypertension among older people living with HIV in South Africa.

BACKGROUND: People living with HIV (PLHIV) are experiencing increased life expectancy mostly due to the success of anti-retroviral therapy. Consequently, they face the threat of chronic diseases attributed to ageing including hypertension. The risk of hypertension among PLHIV requires research attention particularly in South Africa where the prevalence of HIV is highest in Africa. We therefore examined the prevalence and factors associated with hypertension among older people living with HIV in South Africa. METHODS: We analysed cross-sectional data on 514 older PLHIV. Data were extracted from the WHO SAGE Well-Being of Older People Study (WOPS) (2011-2013). The outcome variable was hypertension status. Data was analysed using STATA Version 14. Chi-square and binary logistic regression were performed. The results were presented in odds ratio with its corresponding confidence interval. RESULTS: The prevalence of hypertension among PLHIV was 50.1%. Compared to PLHIV aged 50-59, those aged 60-69 [OR = 2.2; CI = 1.30,3.84], 70-79 years [OR = 2.8; CI = 1.37,5.82], and 80 + [OR = 4.9; CI = 1.68,14.05] had higher risk of hypertension. Females were more likely [OR = 5.5; CI = 2.67,11.12] than males to have hypertension. Persons ever diagnosed with stroke were more likely [OR = 3.3; CI = 1.04,10.65] to have hypertension when compared to their counterparts who have never been diagnosed with stroke. Compared to PLHIV who had no clinic visits, those who visited the clinic three to six times [OR = 5.3; CI = 1.35,21.01], or more than six times [OR = 5.5; CI = 1.41,21.41] were more likely to have hypertension. CONCLUSION: More than half of South African older PLHIV are hypertensive. The factors associated with hypertension among older PLHIV are age, sex, ever diagnosed with stroke and number of times visited the clinic. Integration of hypertension management and advocacy in HIV care is urgently needed in South Africa in order to accelerate reductions in the prevalence of hypertension among older PLHIV, as well as enhance South Africa's capacity to attain the Sustainable Development Goal target 3.3.

Perceived causes and diagnosis of febrile convulsion in selected rural contexts in Cape Coast Metropolis, Ghana.

BACKGROUND: Febrile convulsion (FC) is a common seizure disorder among children aged 9 months to 5 years. It is usually benign and self-limiting with favourable prognosis. However, in Ghana, FC is commonly perceived as "not for hospital" and widely diagnosed and managed at home based on several beliefs and practices which are limited in related literature. OBJECTIVE: This study explored the perceived causes and diagnosis of FC in selected rural communities in the Cape Coast Metropolis, Ghana. METHODS: A descriptive phenomenological study design underpinned the study at five selected communities located not more than 2 Kilometres from the University of Cape Coast Hospital. Purposive and snowball sampling techniques were used to interview 42 participants made up of 27 parents, two grandmothers, seven registered traditional health practitioners, four herbalists, and two faith healers in the communities. The data was analysed using QSR NVivo 12. RESULTS: Three perceived causes of FC were identified - biological, social/behavioural, and spiritual. Biological causes include genetic abnormalities and other underlying health conditions. The behavioural factors include poor childcare practices and nutrition. Spiritual causes include harm caused by evil spirits. The diagnosis of FC were observed prior, during and after FC attack, and these includes high body temperature, extreme body jerking, and disability outcomes respectively. CONCLUSION: The perceived causes of FC are interplay of complex natural, social and spiritual factors that were deep-rooted in local socio-cultural beliefs and FC experiences. Unlike the attack stage, pre-attack diagnosis were usually missed, or misconstrued to mean other health conditions. These findings indicate the need to intensify maternal and child health (MCH) education programmes on FC in the study area through improved primary healthcare.

Circumcising daughters in Nigeria: To what extent does education influence mothers' FGM/C continuation attitudes?

Education has been adjudged as an important behavioural change intervention and a key player in combating Female Genital Mutilation/Cutting (FGM/C). An assumed pathway is that it influences FGM/C attitudes. However, empirical evidence that explores this assumption is scarce. Hence, our study examines whether the associative effect of FGM/C continuation attitudes on circumcision of daughters is influenced by the level of a mother's education in Nigeria. We extracted data from the 2018 Nigeria Demographic and Health Survey (NDHS). The study focused on youngest daughters that were born in the last five years preceding the survey. A sample of 5,039 children with complete data on variables of interest to the study were analysed. The main outcome variable for this study is "circumcision among youngest daughters". The key explanatory variables were maternal "FGM/C continuation attitudes" and "education". At 95% confidence interval, we conducted a two-level logistic regression modelling and introduced interaction between the key independent variables. In the study's sample, the prevalence of FGM/C was 34%. It was lower for daughters whose mothers had higher education (12%) and believe FGM/C should discontinue (11.1%). Results from the multivariate analysis show statistically significant odds of circumcision for a daughter whose mother has had higher education and believes FGM/C should discontinue (OR-0.28, 95%CI: 0.08-0.98). For women who believe FGM/C should discontinue, the probability of daughter's circumcision reduced by 40% if the mother has attained higher education. Among those who believe FGM/C should continue, the probability of daughter's circumcision worsened if the mother had attained higher education (64%), however, this result was influenced by mothers' experience of circumcision. Education influences FGM/C attitudes, nonetheless, women's cutting experience can be a conduit for which the practice persists. Promoting female education should be accompanied by strong political commitment towards enforcing laws on FGM/C practice.

Factors influencing the uptake of intermittent preventive treatment among pregnant women in sub-Saharan Africa: a multilevel analysis.

BACKGROUND: Intermittent Preventive Treatment (IPT) of malaria in pregnancy is a full therapeutic course of antimalarial sulfadoxine-pyrimethamine (SP) medicine given to pregnant women in their second trimester at routine antenatal care visits, regardless of whether the recipient is infected with malaria. Given the negative consequences of malaria in pregnancy, studies on Intermittent Preventive Therapy with Sulfadoxine-Pyrimethamine (IPTp-SP) are important benchmarks for understanding the extent of malaria control and prevention during pregnancy. We, therefore, examined the factors associated with the uptake of IPTp-SP among pregnant women in sub-Saharan Africa. METHODS: We used data from the current versions of the Malaria Indicators Survey of 12 countries in sub-Saharan Africa. Women aged 15-49 years participated in the surveys. The analyses were carried out using Stata version 14.2. Descriptive (frequencies and percentages) and multilevel regression analyses were carried out. The results of the multilevel regression analysis were presented as adjusted odds ratios (aOR) with 95% confidence intervals (CIs).  RESULTS: The average prevalence of uptake of IPTp-SP among pregnant women in the studied sub-Saharan African countries was 30.69%, with the highest and lowest prevalences in Ghana (59.64%) and Madagascar (10.08%), respectively. Women aged 40-44 compared to those aged 15-19 (aOR = 1.147, 95%CI = [1.02,1.30) had higher odds of receiving 3 or more doses of IPTp-SP. Women with a secondary/higher level of education compared to those with no formal education (aOR = 1.12, 95%CI = 1.04,1.20] also had higher odds of receiving 3 or more doses of IPTp-SP. Women who were exposed to malaria messages on the radio (aOR = 1.07, 95%CI = 1.02,1.12] and television (aOR = 1.13,95%CI = [1.05,1.21]) had higher odds of receiving 3 or more doses of IPTp-SP compared to those who were not exposed. CONCLUSION: Our study indicates that the uptake of IPTp-SP is relatively low among the countries included in this study, with significant inter-country variations. Higher educational level, exposure to media, low parity, and higher age group were associated with higher odds of optimal IPTp-SP uptake. National policies, programs, guidance services such as information service and counselling and other interventions aimed at improving the coverage and uptake of IPTp-SP must be targeted at women with low level of education, non-exposure to media, high parity, and younger age group to attain the desired outcome.

Individual and community-level factors associated with home birth: a mixed effects regression analysis of 2017-2018 Benin demographic and health survey.

BACKGROUND: Home birth is a common contributor to maternal and neonatal deaths particularly in low and middle-income countries (LMICs). We generally refer to home births as all births that occurred at the home setting. In Benin, home birth is phenomenal among some category of women. We therefore analysed individual and community-level factors influencing home birth in Benin. METHODS: Data was extracted from the 2017-2018 Benin Demographic and Health Survey females' file. The survey used stratified sampling technique to recruit 15,928 women aged 15-49. This study was restricted to 7758 women in their reproductive age who had complete data. The outcome variable was home birth among women. A mixed effect regression analysis was performed using 18 individual and community level explanatory variables. Alpha threshold was fixed at 0.05 confidence interval (CI). All analyses were done using STATA (v14.0). The results were presented in adjusted odds ratios (AORs). RESULTS: We found that 14% (n = 1099) of the respondents delivered at home. The odds of home births was high among cohabiting women compared with the married [AOR = 1.57, CI = 1.21-2.04] and women at parity 5 or more compared with those at parity 1-2 [AOR = 1.29, CI = 1.01-1.66]. The odds declined among the richest [AOR = 0.07, CI = 0.02-0.24], and those with formal education compared with those without formal education [AOR = 0.71, CI = 0.54-0.93]. Similarly, it was less probable for women whose partners had formal education relative to those whose partners had no formal education [AOR = 0.62, CI = 0.49-0.79]. The tendency of home birth was low for women who did not have problem in getting permission to seek medical care [AOR = 0.62, CI = 0.50-0.77], had access to mass media [AOR = 0.78, CI = 0.60-0.99], attained the recommended ANC visits [AOR = 0.33, CI = 0.18-0.63], belonged to a community of high literacy level [AOR = 0.24, CI = 0.14-0.41], and those from communities of high socio-economic status (SES) [AOR = 0.25, CI = 0.14-0.46]. CONCLUSION: The significant predictors of home birth are wealth status, education, marital status, parity, partner's education, access to mass media, getting permission to go for medical care, ANC visit, community literacy level and community SES. To achieve maternal and child health related goals including SDG 3 and 10, the government of Benin and all stakeholders must prioritise these factors in their quest to promote facility-based delivery.

Multilevel geospatial analysis of factors associated with unskilled birth attendance in Ghana.

BACKGROUND: Globally, about 810 women die every day due to pregnancy and its related complications. Although the death of women during pregnancy or childbirth has declined from 342 deaths to 211 deaths per 100,000 live births between 2000 and 2017, maternal mortality is still higher, particularly in sub-Saharan Africa and South Asia, where 86% of all deaths occur. METHODS: A secondary analysis was carried out using the 2014 Ghana Demographic and Health Survey. A sample total of 4,290 women who had a live birth in the 5 years preceding the survey was included in the analysis. GIS software was used to explore the spatial distribution of unskilled birth attendance in Ghana. The Geographic Weighted Regression (GWR) was employed to model the spatial relationship of some predictor of unskilled birth attendance. Moreover, a multilevel binary logistic regression model was fitted to identify factors associated with unskilled birth attendance. RESULTS: In this study, unskilled birth attendance had spatial variations across the country. The hotspot, cluster and outlier analysis identified the concerned districts in the north-eastern part of Ghana. The GWR analysis identified different predictors of unskilled birth attendance across districts of Ghana. In the multilevel analysis, mothers with no education, no health insurance coverage, and mothers from households with lower wealth status had higher odds of unskilled birth attendance. Being multi and grand multiparous, perception of distance from the health facility as not a big problem, urban residence, women residing in communities with medium and higher poverty level had lower odds of unskilled birth attendance. CONCLUSION: Unskilled birth attendance had spatial variations across the country. Areas with high levels of unskilled birth attendance had mothers who had no formal education, not health insured, mothers from poor households and communities, primiparous women, mothers from remote and border districts could get special attention in terms of allocation of resources including skilled human power, and improved access to health facilities.