ghanaopendata/ghanaian-research-english huggingface dataset:
Predictors and Consequences of Overweight and Obesity in the Household: A Mixed Methods Study on Rural Ghanaian Women and Men Farmers

Overweight/obesity (OW/OB) rates are increasing in Ghana. This study aims to identify the predictors of OW/OB in women, men, and at the household level (having at least one person as OW/OB in the household) in rural Ghana and examine local perceptions of the consequences of having an OW/OB person in the household. This was a cross-sectional mixed methods study. The quantitative data was a secondary analysis of the baseline data from the LinkINg Up (LU) project; a nutrition-sensitive agriculture intervention in eight rural communities in the Eastern Region of Ghana (ClinicalTrials.gov NCT03869853). The sample included 331 women and 205 men, 19-90 years old; there were 196 households that had both a participating woman and man (spouse, son, brother, or father). Logistic regression was used to assess variables associated with OW/OB in women (n=322), men (n=205), and households (n=196). Exposure variables included age, social support, mental health, self-efficacy, food security, the other family members’ OW/OB status, and others. Qualitative data included six focus group discussions (FGDs) (three with women and three with men, aged 22-69 years and recruited from the comparison arm of the LU project) were conducted in February-March 2022 in three of the eight project communities. A structured guide and a body figure instrument were used. The FGD recordings were translated and transcribed from Krobo to English. The analysis used an inductive thematic approach. Both women and men’s OW/OB were positively associated with age and wealth. Women’s OW/OB was negatively associated with age squared, and the score for mental health symptoms. Men’s OW/OB was negatively associated with being Krobo compared to other ethnicities. Households in the highest wealth tertile were 2.5-fold more likely to have at least one person who is OW/OB as compared to households in a lower wealth tertile. Participants expressed positive social consequences of having an OW/OB person for their families (for example respect). A person’s size was concerning only when it affected one’s ability to farm or make money, which would harm the household unit (for example lead to food insecurity, children dropping out of school). Having money was seen as a modifier for the negative effects. No negative consequences were perceived for OW people. The implications of the interruption of an OB person’s work on their family are worrisome and call for interventions that address poverty and food insecurity along with nutrition.

Source: UG
Predictors and outcome of systemic lupus erythematosus (SLE) admission rates in a large teaching hospital in sub-Saharan Africa

Although it was previously believed that systemic lupus erythematosus was uncommon among Africans, it has become increasingly apparent that the incidence is higher, and socioeconomic challenges such as physician shortages, poor medical facility access, and poor health literacy may worsen prognosis. This retrospective study examines characteristics and outcomes of hospitalized systemic lupus erythematosus patients over a two-year period and serves as a baseline for comparison for future studies to examine the outcomes with the provision of more dedicated care. There were 51 patient admissions over a two-year period, with a mean duration from start of illness to admission of approximately two years. Duration of admission ranged from one to 140 days with a mean period of 26.12 days (SD ± 26.6). There were 22 deaths (43.1% of admissions), which were mainly due to infections and renal complications. Factors associated with risk of death in regression analysis were: infections, fever, disease flare, musculoskeletal involvement, amenorrhea, depression, a clinical finding of hepatomegaly, and chest infection. Understanding the effect and outcome of systemic lupus erythematosus across different countries can elucidate the role of genetic, environmental, and other causative factors in the progression of the disease.

Source: UG
Predictors and pathways of language and motor development in four prospective cohorts of young children in Ghana, Malawi, and Burkina Faso

Background: Previous reviews have identified 44 risk factors for poor early child development (ECD) in low- and middle-income countries. Further understanding of their relative influence and pathways is needed to inform the design of interventions targeting ECD. Methods: We conducted path analyses of factors associated with 18-month language and motor development in four prospective cohorts of children who participated in trials conducted as part of the International Lipid-Based Nutrient Supplements (iLiNS) Project in Ghana (n = 1,023), Malawi (n = 675 and 1,385), and Burkina Faso (n = 1,122). In two cohorts, women were enrolled during pregnancy. In two cohorts, infants were enrolled at 6 or 9 months. In multiple linear regression and structural equation models (SEM), we examined 22 out of 44 factors identified in previous reviews, plus 12 additional factors expected to be associated with ECD. Results: Out of 42 indicators of the 34 factors examined, 6 were associated with 18-month language and/or motor development in 3 or 4 cohorts: child linear and ponderal growth, variety of play materials, activities with caregivers, dietary diversity, and child hemoglobin/iron status. Factors that were not associated with child development were indicators of maternal Hb/iron status, maternal illness and inflammation during pregnancy, maternal perceived stress and depression, exclusive breastfeeding during 6 months postpartum, and child diarrhea, fever, malaria, and acute respiratory infections. Associations between socioeconomic status and language development were consistently mediated to a greater extent by caregiving practices than by maternal or child biomedical conditions, while this pattern for motor development was not consistent across cohorts. Conclusions: Key elements of interventions to ensure quality ECD are likely to be promotion of caregiver activities with children, a variety of play materials, and a diverse diet, and prevention of faltering in linear and ponderal growth and improvement in child hemoglobin/iron status. © 2017 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for Child and Adolescent Mental Health.

Source: UG
Predictors of fetal anemia and cord blood malaria parasitemia among newborns of HIV-positive mothers

Abstract Background Malaria and HIV infections during pregnancy can individually or jointly unleash or confound pregnancy outcomes. Two of the probable outcomes are fetal anemia and cord blood malaria parasitemia. We determined clinical and demographic factors associated with fetal anemia and cord blood malaria parasitemia in newborns of HIV-positive women from two districts in Ghana. Results We enrolled 1,154 antenatal attendees (443 HIV-positive and 711 HIV-negative) of which 66% were prospectively followed up at delivery. Maternal malaria parasitemia, and anemia rates among HIV+ participants at enrolment were 20.3% and 78.7% respectively, and 12.8% and 51.6% among HIV- participants. Multivariate linear and logistic regression models were used to study associations. Prevalence of fetal anemia (cord hemoglobin level &lt;&#8201;12.5&#8201;g/dL) and cord parasitemia (presence of P. falciparum in cord blood at delivery) were 57.3% and 24.4% respectively. Factors found to be associated with fetal anemia were maternal malaria parasitemia and maternal anemia. Infant cord hemoglobin status at delivery was positively and significantly associated with maternal hemoglobin and gestational age whilst female gender of infant was negatively associated with cord hemoglobin status. Maternal malaria parasitemia status at recruitment and female gender of infant were positively associated with infant cord malaria parasitemia status. Conclusions Our data show that newborns of women infected with HIV and/or malaria are at increased risk of anemia and also cord blood malaria parasitemia. Prevention of malaria infection during pregnancy may reduce the incidence of both adverse perinatal outcomes.

Source: UG
Predictors of fetal anemia and cord blood malaria parasitemia among newborns of HIV-positive mothers

Background: Malaria and HIV infections during pregnancy can individually or jointly unleash or confound pregnancy outcomes. Two of the probable outcomes are fetal anemia and cord blood malaria parasitemia. We determined clinical and demographic factors associated with fetal anemia and cord blood malaria parasitemia in newborns of HIV-positive women from two districts in Ghana. Results: We enrolled 1,154 antenatal attendees (443 HIV-positive and 711 HIV-negative) of which 66% were prospectively followed up at delivery. Maternal malaria parasitemia, and anemia rates among HIV+ participants at enrolment were 20.3% and 78.7% respectively, and 12.8% and 51.6% among HIV- participants. Multivariate linear and logistic regression models were used to study associations. Prevalence of fetal anemia (cord hemoglobin level < 12.5 g/dL) and cord parasitemia (presence of P. falciparum in cord blood at delivery) were 57.3% and 24.4% respectively. Factors found to be associated with fetal anemia were maternal malaria parasitemia and maternal anemia. Infant cord hemoglobin status at delivery was positively and significantly associated with maternal hemoglobin and gestational age whilst female gender of infant was negatively associated with cord hemoglobin status. Maternal malaria parasitemia status at recruitment and female gender of infant were positively associated with infant cord malaria parasitemia status. Conclusions: Our data show that newborns of women infected with HIV and/or malaria are at increased risk of anemia and also cord blood malaria parasitemia. Prevention of malaria infection during pregnancy may reduce the incidence of both adverse perinatal outcomes. © 2013 Laar et al.; licensee BioMed Central Ltd.

Source: UG
Predictors of growth from 1 to 18 months among breast-fed Ghanaian infants

Objective: To examine factors associated with the physical growth of breast-fed Ghanaian infants during the first 18 months of life. Design: A community-based longitudinal study. Setting: The study was carried out in Techiman, a district capital and major food trading center in the Brong Ahafo region of Ghana. Subjects: One-month old infants (n = 216) with birth weight ≥ 2.5 kg were recruited from Maternal and Child Health Centers. Method: From 6 to 12 months, infants were provided with one of four types of nutritionally enhanced complementary foods. Anthropometric assessments were completed monthly from 1 to 12 months and every other month from 12 to 18 months. Information was collected on household characteristics, morbidity from common infections and dietary intakes. Blood samples were collected at 6 and 12 months to assess iron, zinc, riboflavin and vitamin A status. Multiple regression analysis was used to examine factors associated with growth during the age intervals of 1-6, 4-6, 6-12 and 12-18 months as well as size attained at 12 and 18 months. Results: Prevalence of diarrhea and fever were negatively associated with growth during the first year of life. No significant relationship was found between respiratory illness (defined as cough or purulent nasal discharge) and growth. With the exception of dietary zinc intake, dietary variables were generally not significantly associated with growth. Maternal education was positively associated with growth during most of the age intervals. Conclusion: These findings suggest that interventions to reduce morbidity and improve the education of girls may benefit children's growth in this population.

Source: UG
Predictors of Health Care Service Quality among Women Insured Under Ghana's National Health Insurance Scheme

BACKGROUND: Insured women in Ghana are more likely to use maternity care services than their uninsured counterparts. To improve service quality among insured women in Ghana, better understanding of the factors that predict quality standards of primary health care services is essential. OBJECTIVE: To examine predictors of health care service quality among insured women under the National Health Insurance Scheme (NHIS) in Ghana. METHODS: Data from the 2014 Ghana Demographic Health Survey was analysed. Cluster analysis was applied to construct a dependent variable; service care quality. Socio-demographic/background characteristics were used as independent variables. Descriptive and inferential analyses were performed followed by multiple regression to predict service quality among the insured population of women aged 15-49 years. SPSS version 21 was used during the clustering while STATA version 14 was used to perform the inferential and regression analyses. FINDINGS: Overall, geographical region of respondents was significant to expressions of insured service quality (χ2=495.4, p ≤ 0.001). Literacy levels were significant at χ2=69.232 and p ≤ 0.001 for service quality. On place of residence, the estimation show urban residency was more positively correlated with indicating quality ratings of health services compared to rural residency (χ2=70.29, p ≤ 0.001). Highest educational level had the highest predictive influence with a coefficient of 0.15. CONCLUSIONS: A more supportive health insurance system approach that shifts towards introducing valued-based care models for patients, insurers and health care providers could be supportive in improving quality standards among insured population groups in Ghana. © 2019 The Author(s). This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. See http://creativecommons.org/licenses/by/4.0/.

Source: UG
Predictors of integrated soil fertility management practice among cocoa farmers in Ghana

This study defines and estimates the proportion of organic and inorganic crop-land husbandry practices in the composite of Integrated Soil Fertility Management (ISFM) by cocoa farmers in Ghana using their socioeconomic and ecological attributes. A binary logistic regression was used to determine how these factors predict the proportion of organic materials in the composite. The results showed that only 13% of farmers use pure organicbased ISFM while 87% use different combinations of organic-based and inorganic ISFM. The estimates revealed that frequency of access to ISFM information and awareness, level of education and age of farmers below 30 years significantly influenced various degrees of organic-based ISFM. Among the significant ecological predictors were locations of cocoa agroforests, and intercropping cocoa with food crops and other tree crops at establishment phase (0–5 years) of cocoa plantations. These results imply that during the establishment phase, farmers are more likely to use low (<50%) organic-based ISFM. In contrast, farmers who manage matured monocrop cocoa plantations (21–30 years) are more likely to utilize high (≥50%) organic-based ISFM. The use of high organic-based ISFM by farmers can be improved by increasing their access to ISFM information, education and awareness.

Source: UG
Predictors of micronutrient status among six- to twelve-month-old breast-fed Ghanaian infants

This study describes the factors associated with hemoglobin and plasma ferritin, zinc and retinol concentrations and erythrocyte riboflavin status among 208 Ghanaian infants who participated in a complementary feeding intervention trial from 6 to 12 mo of age. Anthropometric, morbidity and dietary data were collected regularly from 1 to 12 mo; blood samples were collected at 6 and 12 mo. The prevalence of low micronutrient status at 6 and 12 mo, respectively, was as follows: hemoglobin <100 g/L, 30 and 34%; plasma ferritin <12 μg/L, 17 and 43%; plasma zinc <10.7 μmol/L, 4 and 6%; plasma retinol < 0.7 μmol/L, 26 and 26%; erythrocyte riboflavin <200 μmol/L of packed red cells, 14 and 10%. Multiple regression was used to identify factors significantly associated with micronutrient status. From 6 to 12 mo, fever prevalence was associated with a decrease in hemoglobin, but an increase in erythrocyte riboflavin concentrations, and diarrhea prevalence was related to a decrease in plasma retinol. Seasonal differences were evident for most of the indicators of micronutrient status, and elevated C- reactive protein levels (indicative of recent infection) were related to lower hemoglobin, retinol and zinc concentrations but higher ferritin and erythrocyte riboflavin concentrations. Weight at birth or at 1 mo of age was positively related to iron, zinc and vitamin A status, but a more rapid weight gain was associated with depletion of iron stores. Socioeconomic status was related to higher hemoglobin, riboflavin and zinc concentrations. The feeding of a micronutrient-fortified food was positively associated with plasma ferritin and retinol concentrations at 12 mo. These results suggest that prenatal factors, socioeconomic status, dietary intake and morbidity all influence infant micronutrient status, and that fortification of complementary foods is one potential avenue for preventing deficiencies.

Source: UG
Predictors of neonatal mortality in Ghana: evidence from 2017 Ghana maternal health survey

Background Neonatal mortality contributes about 47% of child mortality globally and over 50% of under-5 deaths in Ghana. There is limited population level analysis done in Ghana on predictors of neonatal mortality. Objectives The objective of the study was to examine the predictors of neonatal mortality in Ghana. Method This study utilizes secondary data from the 2017 Ghana Maternal Health Survey (GMHS). The GMHS survey focuses on population and household characteristics, health, nutrition, and lifestyle with particular emphasis on topics that affect the lives of newborns and women, including mortality levels, fertility preferences and family planning methods. A total of 10,624 respondents were included in the study after data cleaning. Descriptive statistical techniques were used to describe important background characteristics of the women and Pearson’s Chi-squares (χ2 ) test used to assess association between the outcome (neonatal death) and independent variables. Multivariate logistic regression analysis was done to estimate odd ratios and potential confounders controlled. Confidence level was held at 95%, and a p<0.05 was considered statistically significant. Data analysis was done using STATA 15. Results The prevalence of neonatal mortality was 18 per 1000 live births. ANC attendance, sex of baby, and skin-to skin contact immediately after birth were predictors of neonatal mortality. Women with at least one ANC visit were less likely to experience neonatal mortality as compared to women with no ANC visit prior to delivery (AOR=0.11; CI=0.02–0.56, p=0.01). Girls were less likely (AOR=0.68; CI=0.47–0.98; p=0.03) to die during the neonatal period as compared to boys. Neonates who were not put skin-to-skin contact immediately after birth were 2.6 times more likely to die within the neonatal period than those who were put skin-to-skin contact immediately after birth (AOR=2.59; CI=1.75–3.83, p=0.00). Conclusion Neonatal mortality remains a public health concern in Ghana, with an estimated rate of 18 deaths per 1,000 live births. Maternal and neonatal factors such as the sex of the newborn, the number of antenatal care visits, and skin-to-skin contact between the newborn and mother immediately after birth are the predictors of neonatal mortality in Ghana.

Source: UG
Predictors of Patient Satisfaction With Quality of Healthcare in University Hospitals in Ghana

Background: For over 2 decades, Ghana’s Ministry of Health (MOH) has been resolved to continuously improve the quality of healthcare in a cost-effective manner. Strategies have been adopted to enhance client satisfaction with healthcare services and delivery. Objective: The current study examined patient satisfaction with the quality of healthcare in Ghana by comparing healthcare services at the University of Ghana Hospital (UGH) and the University of Cape Coast Hospital (UCH). Methods: This cross-sectional study was conducted in 2014-2015 with primary data collected from patients at UGH and UCH. Structured questionnaires were administered based on the stratified and convenience sampling methods to select patients receiving healthcare at the outpatients departments of the 2 hospitals. Descriptive statistics and linear regression analysis were used to analyze the data with the help of SPSS version 20. Results: The findings indicated that empathy (β=0.14, P=0.003), communication (β=0.26, P=0.00), culture (β=0.17, P=0.008), tangibles (β=0.12, P=0.040), and priority (β=0.18, P=0.002) are significant predictors of patient satisfaction. Conclusion: Management at the 2 studied hospitals should streamline their quality healthcare policies based on the dimensions of effective communication, empathy, culture, tangibles, and priority to enhance patient satisfaction.

Source: UG
Predictors of placental malaria in Upper West Regional Hospital-Ghana

Background: Placental malaria (PM) poses life-threatening complications to pregnant women as they are at increased risk of maternal and perinatal morbidity and mortality associated with malaria. This study examined the factors associated with placental malaria in the Upper West Regional Hospital (UWR). Methods: A cross-sectional hospital-based study was carried out among pregnant women delivering at Upper West Regional Hospital. A cross-sectional screening survey was conducted from January 2019 to April 2019. Three hundred eligible mothers were consecutively recruited. A record review of their maternal and child history was assessed using a checklist. Placental blood samples were taken for microscopy to determine placental malaria parasitemia. Logistic regression analysis was done to determine the factors associated with placental malaria at 95 % confidence level. Results: The proportion of mothers with placental malaria was 7 % (21/300), (95 % CI, 4.3–10.5 %). Plasmodium falciparum was the only species identified in those with PM. Majority of the women 66.7 % (14/21) with placental malaria had parasite density in the range 501 to 5,000 parasites/μL. Obstetric and health service factors that were significantly associated with placental malaria were gravidity and antenatal care (ANC) attendance. Primigravida (aOR = 3.48, 95 %CI = 1.01–12.01) and having less than 4 ANC attendance (aOR = 9.78, 95 %CI = 2.89–33.11) were found to be significantly associated with placental malaria. Conclusions: The proportion of women with PM was relatively low. Primigravid mothers reporting less than 4 ANC visits had the highest risk of placental malaria. Expectant mothers should be encouraged to attend at least 4 ANC visits prior to delivery.

Source: UG