Browsing by Author "Nakua, E.K."
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Item Gender disparities of chronic musculoskeletal disorder burden in the elderly Ghanaian population: study on global ageing and adult health (SAGE WAVE 1)(BMC Musculoskeletal Disorders, 2015-08) Nakua, E.K.; Otupiri, E.; Dzomeku, V.M.; Owusu-Dabo, E.; Agyei-Baffour, P.; Yawson, A.E.; Folson, G.; Hewlett, S.BACKGROUND: Traditionally, non-communicable diseases including musculoskeletal disorders have not been a priority in low-and-middle income countries. The main aim of this paper is to assess age and gender specific burden by estimating the current prevalence of musculoskeletal disorders and associated risk factors in the elderly Ghanaian population. METHODS: Between May 2007 and June 2008, the World Health Organization conducted a nationwide study on AGEing (SAGE) and Adult Health in Ghana. The study employed a multistage cluster sampling strategy to identify participants by stratifying the population by age and setting. A structured questionnaire was used for data collection. A Poisson regression model was fitted with robust error variance. Prevalence estimates took into account the complex survey design and sampling weights. Statistical significance was considered at p ≤ 0.05 significance level. Statistical analysis was performed with STATA version 11.2. RESULTS: The prevalence rates of chronic back pain and chronic arthritis/joints pain were higher in women than men. The overall crude prevalence's rates were 28.2 and 10.7% for chronic back pain and chronic arthritis/joints pain respectively. Substantial differences existed between men and women in terms of socio-economic status, education level and occupational status. Women with primary education had a chronic back pain prevalence of 36.2% (95% CI; 29.2, 43.3) and chronic arthritis/joints pain prevalence of 15.8% (95% CI; 11.1, 20.6) while their male counterparts had prevalence rates of 29.0% (95% CI; 23.4, 34.5) and 9.8% (95% CI; 6.4, 13.2) respectively. Residence (rural and urban) did not appear to influence the prevalence of chronic back pain and arthritis/joints pain. CONCLUSION: Our findings suggest the existence of sex differences in chronic back pain and chronic arthritis/joint pain in the elderly population in Ghana after adjustment for demographic and socio-economic factors. It indicates the existence of inequalities in health between elderly men and women with women suffering more from chronic back pain and chronic arthritis/joints pain.Item In search of universal health coverage: the hidden cost of family planning to women in Ghana(BMC Research Notes, 2020-02-07) Amissah, A.B.; Amissah, J.; Nakua, E.K.; Badu, E.; Lariba, L.Objective: This study aims to estimate the cost of accessing FP services in Ghana. A cross-sectional design, involving quantitative methods were used to recruit 1194 women who accessed FP services in 336 primary health facilities, selected through a two-stage sampling. Descriptive statistics were used to estimate the cost, using STATA 13. Results: The average age of the women was 29 ± 6.87. Most women had basic education. The sources of payment for FP services were self-finance, family and sponsorship. The average direct cost of accessing FP services was GHS 7.90 [US$ 1.76]. The cost of FP services was highest for consultation GHS 7.50 [US$ 1.67], Laboratory test/x-ray GHS 6.03 [US$ 1.34], Transportation GHS GHS5.50 [US$ 1.22], Contraceptive GHS 4.73 [US$ 1.05] and Client records Card GHS 3.30 [US$ 0.73]. The cost of FP services was higher for clients visiting private facilities, tertiary level as well as those in urban centers. Clients on average spent 54.21 min traveling at a distance of 3.49 km and wait averagely 18.11 min for each visit. Government stakeholders are encouraged to revise the existing maternal health policies, as well as increase the list of FP services within the exemption package of the NHIS policyItem Is abortion justified to save the life or health of a woman? Evidence of public opinion from Accra, Ghana(International Journal of Gynecology & Obstetrics, 2019-07-16) Yawson, A.E.; Rominski, S.D.; Bell, A.J.; Nakua, E.K.; Moyer, C.A.Objective: In this study, we sought to determine to what extent the abortion law in Ghana is reflective of public opinion. Methods: In a cross-sectional, community-based survey, individuals in two fishing communities in Accra were interviewed about their beliefs on abortion between May and July 2016, and sociodemographic, attitudinal, and experience data were collected. Factors associated with the outcome variable (abortion is justified to save the life/health of the woman: Yes/No) were entered into a multivariate logistic regression. Results: A total of 508 participants completed the survey. Thirty-nine percent (n=198) of the sample agreed that abortion was justified to save the life/health of the woman, with no significant differences in this finding when controlling for understanding of the law, gender, marital status, or personal experience of abortion in multivariate analysis. Higher education (odds ratio [OR] 1.64 [P<0.001]) and older age (OR 1.28 [P<0.001]) are positively associated with abortion being justified to save life/health, while those who have had an experience of unwanted sex are less likely to believe that (OR 0.60 [P=0.029]). Conclusion: The participants held conservative views about the justification of abortion to save a woman's life and/or health. Improving access to safe abortion services will require acknowledgment of the broader social and cultural context that may make accessing such services difficult.Item Is abortion justified to save the life or health of a woman? Evidence of public opinion from Accra, Ghana(International Journal of Gynecology & Obstetrics, 2019-08-06) Yawson, A.E.; Rominski, S.D.; Bell, A.J.; Nakua, E.K.Objective: In this study, we sought to determine to what extent the abortion law in Ghana is reflective of public opinion. Methods: In a cross-sectional, community-based survey, individuals in two fishing communities in Accra were interviewed about their beliefs on abortion between May and July 2016, and sociodemographic, attitudinal, and experience data were collected. Factors associated with the outcome variable (abortion is justified to save the life/health of the woman: Yes/No) were entered into a multivariate logistic regression. Results: A total of 508 participants completed the survey. Thirty-nine percent (n=198) of the sample agreed that abortion was justified to save the life/health of the woman, with no significant differences in this finding when controlling for understanding of the law, gender, marital status, or personal experience of abortion in multivariate analysis. Higher education (odds ratio [OR] 1.64 [P<0.001]) and older age (OR 1.28 [P<0.001]) are positively associated with abortion being justified to save life/health, while those who have had an experience of unwanted sex are less likely to believe that (OR 0.60 [P=0.029]). Conclusion: The participants held conservative views about the justification of abortion to save a woman's life and/or health. Improving access to safe abortion services will require acknowledgment of the broader social and cultural context that may make accessing such services difficult.Item A predictive model and socioeconomic and demographic determinants of under-five mortality in Sierra Leone(Heliyon, 2020-03) Aheto, J.M.K.; Tagoe, E.T.; Agbadi, P.; Nakua, E.K.; Duodu, P.A.; Nutor, J.J.Sierra Leone is among the countries that recorded high under-five child mortality rate in the world. To design and implement policies that can address this public health challenge, the present study developed a predictive model of factors that explained under-five mortality in Sierra Leone using the 2008 and 2013 Sierra Leone Demographic and Health Survey (SDHS) datasets. LASSO regression technique was used to select the predictors to build the under-five predictive single-level logit and multilevel logit models. Statistical analyses were performed in the R freeware version 3.6.1. About 588 (10.4%) and 1320 (11.1%) children under five were reported dead in 2008 and 2013, respectively. The significant predictors of under-five mortality in Sierra Leone were the total number of children ever born, number of children under five in the household, mother's birth in the last five years, mother's number of living children, and number of household members, household wealth, maternal contraceptive use and intention, number of eligible women in the household, type of toilet facility, sex of the child, and weight of the child at birth. The study identified certain predictors that deserve policy attention and interventions to strengthen the efforts of creating child welfare and survival atmosphere in Sierra Leone.Item A predictive model, and predictors of under-five child malaria prevalence in Ghana: How do LASSO, Ridge and Elastic net regression approaches compare?(Preventive Medicine Reports, 2021) Aheto, J.M.K.; Duah, H.O.; Agbadi, P.; Nakua, E.K.Malaria is among the leading causes of mortality and morbidity among children in Ghana. Therefore, identifying the predictors of malaria prevalence in children under-five is among the priorities of the global health agenda. In Ghana, the paradigm shifts from using traditional statistics to machine learning techniques to identifying predictors of malaria prevalence are scarce. Thus, the present study used machine learning techniques to identify variables to build the best fitting predictive model of malaria prevalence in Ghana. We analysed the data on 2867 under-five children with malaria RDT results from the 2019 Ghana Malaria Indicator Survey. LASSO, Ridge, and Elastic Net regression methods were used to select variables to build predictive models. The R freeware version 4.0.2 was used. One out of four children tested positive for malaria (25.04%). The logit models based on selected features by LASSO, Ridge, and Elastic Net contained eleven, fifteen, and thirteen features, respectively. The LASSO regression model is preferred because it contains the smallest number of predictors and the smallest prediction error. The significant predictors of malaria among children were being older than 24 months, residing in the poorest household, being severely anaemic, residing in households without electricity, and residing in a rural area. The predictors identified in our study deserve policy attention and interventions to strengthen malaria control efforts in Ghana. The machine learning techniques employed in our study, especially the LASSO regression technique could be beneficial for identifying predictors of malaria prevalence in this group of childrenItem Prevalence, progress, and social inequalities of home deliveries in Ghana from 2006 to 2018: insights from the multiple indicator cluster surveys(BMC Pregnancy Childbirth, 2021) Dzomeku, V.M.; Duodu, P.A.; Okyere, J.; Aduse‑Poku, L.; Dey, N.E.Y.; Mensah, A.B.B.; Nakua, E.K.; Agbadi, P.; Nutor, J.J.Background: Delivery in unsafe and unsupervised conditions is common in developing countries including Ghana. Over the years, the Government of Ghana has attempted to improve maternal and child healthcare services including the reduction of home deliveries through programs such as fee waiver for delivery in 2003, abolishment of delivery care cost in 2005, and the introduction of the National Health Insurance Scheme in 2005. Though these eforts have yielded some results, home delivery is still an issue of great concern in Ghana. Therefore, the aim of the present study was to identify the risk factors that are consistently associated with home deliveries in Ghana between 2006 and 2017–18. Methods: The study relied on datasets from three waves (2006, 2011, and 2017–18) of the Ghana Multiple Indicator Cluster surveys (GMICS). Summary statistics were used to describe the sample. The survey design of the GMICS was accounted for using the ‘svyset’ command in STATA-14 before the association tests. Robust Poisson regression was used to estimate the relationship between sociodemographic factors and home deliveries in Ghana in both bivariate and multivariable models. Results: The proportion of women who give birth at home during the period under consideration has decreased. The proportion of home deliveries has reduced from 50.56% in 2006 to 21.37% in 2017–18. In the multivariable model, women who had less than eight antenatal care visits, as well as those who dwelt in households with decreas‑ ing wealth, rural areas of residence, were consistently at risk of delivering in the home throughout the three data waves. Residing in the Upper East region was associated with a lower likelihood of delivering at home. Conclusion: Policies should target the at-risk-women to achieve complete reduction in home deliveries. Access to facility-based deliveries should be expanded to ensure that the expansion measures are pro-poor, pro-rural, and pro uneducated. Innovative measures such as mobile antenatal care programs should be organized in every community in the population segments that were consistently choosing home deliveries over facility-based deliveries.