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1.
Niger Postgrad Med J ; 31(1): 45-52, 2024 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-38321796

RESUMEN

BACKGROUND: Diabetes significantly increases the likelihood of developing cardiovascular disease (CVD). This risk can be reduced by addressing modifiable risk factors. The objectives of this study were to assess the modifiable risks for CVD amongst persons with diabetes and identify the factors associated with multiple risk factors. METHODS: This cross-sectional study was conducted amongst 357 diabetic patients attending a large tertiary hospital in Southwest Nigeria. Eligible patients were recruited consecutively on clinic days till the minimum sample size was reached. An interviewer-administered survey tool adapted from the World Health Organization STEPS was used to obtain information from study participants. The following risk factors were assessed: tobacco use, obesity, high blood pressure, physical activity, sedentary time and hours of sleep. Data were analysed using the STATA version 15.0 (Stata Corp.) statistical programme. RESULTS: The mean age of the participants was 61.7 ± 12.6 years, and they were mostly females (63.9%). Of the risk factors assessed, the most prevalent modifiable risk factors amongst the respondents were inadequate sleep - <8 h on average (91.6%), abdominal obesity (82.6%) and high blood pressure (72%). Others were inadequate physical activity (56%) and lifetime tobacco use (21%). Up to 40.3% of the diabetic persons had three or more co-existing CVD risk factors. Age, gender, work and marital status (P ≤ 0.01) were statistically associated with multiple CVD risk factors. Being male, unmarried and increasing age were predictors of multiple CVD risk factors amongst the diabetic patients. CONCLUSION: A significant proportion of the diabetic patients have multiple co-existing modifiable CVD risks. Abdominal obesity and poor sleep were the most prevalent. Older men who are unmarried were more likely to have multiple risks. Primary and secondary preventive measures to address CVD risks amongst diabetic patients are warranted and should target older unmarried men.


Asunto(s)
Enfermedades Cardiovasculares , Diabetes Mellitus , Hipertensión , Femenino , Humanos , Masculino , Anciano , Persona de Mediana Edad , Nigeria , Obesidad Abdominal , Estudios Transversales , Factores de Riesgo , Factores de Riesgo de Enfermedad Cardiaca
2.
Niger Postgrad Med J ; 30(1): 18-24, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36814159

RESUMEN

Introduction: In Nigeria, immunisation with coronavirus disease 2019 (COVID-19) vaccines commenced in March 2021. COVISHIELD from AstraZeneca (AZ), a viral vector vaccine, was the brand administered in the first phase of vaccinations for pre-determined eligible adults 18 years and above. As more brands of COVID-19 vaccines have been introduced in Nigeria, identifying effective and safe vaccine brands is essential to pharmacovigilance and public health. The current study assessed the safety of the AZ-AZD1222 (ChAdOx1) COVID-19 vaccine in adults during the first phase of the vaccination exercise in Nigeria. Methodology: We conducted a descriptive analysis of safety data from selected vaccination sites across six states in Nigeria between June 2021 and September 2021. Respondents were monitored over 3 months for local and systemic reactions, as well as hospitalisation and mortality. Measures obtained from respondents include age, sex, pre-existing comorbidity, local and systemic reactions to vaccines, timing onset of reactions, hospitalisation and mortality. Bivariate and multivariable regression models were used to assess factors associated with vaccine reactogenicity. Results: A total of 1284 individuals were enrolled in the cohort study from the six selected states (Anambra, Borno, Edo, Katsina, Lagos and Plateau) representing the geopolitical zones of Nigeria. A total of 675 individuals or 52.6% of enrolees reported non-serious adverse effects, and only one individual or 0.08% reported a serious adverse event following immunisation in the first 7 days after vaccination. None of the enrolled participants reported adverse events requiring hospitalisation. The most common self-reported symptoms amongst vaccine recipients were tenderness at the injection site 20.9% and fever 20.3%. A majority of symptoms (55.5%) occurred on or before the 3rd day after vaccination. Multivariable logistic regression model showed that age 60 years or above (vs. 18-24 years) was significantly associated with a lower likelihood of a vaccine-related symptomatic reaction (adjusted odds ratio: 0.35; 95% confidence interval: 0.20-0.61). There was no reported mortality amongst all the enrolled and followed-up vaccine recipients. Conclusion: Our findings suggest that the safety profile of the AZ vaccine is acceptable, and the observed symptoms were mild and mostly within the first 3 days following vaccination. Vaccine recipients will benefit from counselling about potential transient reactions, and improving public awareness can potentially encourage the uptake of vaccines and reduce the spread of the COVID-19 pandemic.


Asunto(s)
Vacunas contra la COVID-19 , COVID-19 , Adulto , Humanos , Persona de Mediana Edad , ChAdOx1 nCoV-19 , Estudios de Cohortes , COVID-19/prevención & control , Vacunas contra la COVID-19/efectos adversos , Nigeria , Pandemias/prevención & control , Vacunación , Vacunas Virales/efectos adversos
3.
Niger Postgrad Med J ; 26(2): 129-137, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31187754

RESUMEN

BACKGROUND OF THE STUDY: Low adherence is an essential element responsible for impaired effectiveness and efficiency in the pharmacological treatment of hypertension. Patient satisfaction is an important measure of healthcare quality and is a crucial determinant of patients' perspective on behavioural intention. AIMS: This study determined the association between medication adherence and treatment satisfaction among hypertensive patients attending hypertension outpatient clinic in Lagos University Teaching Hospital (LUTH), Nigeria. MATERIALS AND METHODS: Setting - The study setting was LUTH; a descriptive cross-sectional study was conducted. Study design - Hypertensive patients were consecutively recruited from the outpatient clinic. Medication adherence was assessed using the 8-item Morisky Medication Adherence Scale and treatment satisfaction was assessed using the 14-item Treatment Satisfaction Questionnaire for Medication. STATISTICAL ANALYSIS: Univariate and linear regression analyses were conducted using STATA software version 14.1 (StataCorp LP, College Station, TX, USA). Statistical significance was set at P ≤ 0.05. RESULTS: A total of 500 respondents with a mean age of 58.9 ± 13.3 years participated in the study. Overall, majority (446 [89.2%]) of the respondents in this study had 'moderate' adherence to antihypertensive medication. However, only five (1.0%) respondents reported 'high' adherence. Mean scores were highest in the moderate adherence category for all satisfaction domains and overall domain. Treatment satisfaction was associated with medication adherence, and was statistically significant (P = 0.000). CONCLUSION: One in every hundred patients had high adherence to hypertensive medication in this study, and there was a positive association between treatment satisfaction and medication adherence. Continuous patient-specific and tailored adherence education and counselling for hypertensive patients is recommended.


Asunto(s)
Antihipertensivos/administración & dosificación , Hipertensión/tratamiento farmacológico , Cumplimiento de la Medicación/estadística & datos numéricos , Satisfacción del Paciente/estadística & datos numéricos , Adulto , Anciano , Anciano de 80 o más Años , Instituciones de Atención Ambulatoria , Estudios Transversales , Femenino , Encuestas Epidemiológicas , Hospitales de Enseñanza , Humanos , Hipertensión/epidemiología , Masculino , Persona de Mediana Edad , Nigeria/epidemiología , Encuestas y Cuestionarios
4.
Niger Postgrad Med J ; 25(3): 177-185, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30264770

RESUMEN

BACKGROUND: The perception of healthcare workers (HCWs) by community members is dependent on the quality of services rendered by HCWs and contributes to utilisation. The objective of the study was to assess the perception of health workers in both public and private facilities by residents of Lagos State. MATERIALS AND METHODS: A descriptive cross-sectional study was conducted using mixed-methods approach. Respondents (n = 2000) were selected using a multistaged sampling technique from four local government areas. An interviewer-administered, pre-tested questionnaire developed for the study was used for data collection and focus group discussions were held. Domains assessed included competence, work attitudes, interpersonal skills and unethical behaviour. A perception index was generated. Data were analysed using the Statistical Package for the Social Sciences version 22, with level of significance set at 0.05 for quantitative data and ATLAS.ti software (Scientific Software, Berlin; version 7) for qualitative data. RESULTS: At least seven out of ten participants (>71%) perceived the HCWs highly in the areas of professional competence, attitude to work, responsiveness and interpersonal skills. Out of a maximum of 12, doctors had the highest mean perception index (10.6 ± 1.9), laboratory scientists had 10.1 ± 2.1, pharmacists had 10.0 ± 2.3 and nurses had 9.6 ± 2.7. A larger proportion of respondents had a significantly better perception of workers in private facilities more than those in government facilities. CONCLUSION: Perception of health workers was high and was better in privately owned facilities. Periodic retraining of health workers and regular assessments of health facilities are recommended.


Asunto(s)
Personal de Salud/estadística & datos numéricos , Hospitales Privados , Hospitales Públicos , Calidad de la Atención de Salud , Actitud del Personal de Salud , Estudios Transversales , Instituciones de Salud , Humanos , Nigeria , Percepción , Encuestas y Cuestionarios
5.
Niger Postgrad Med J ; 22(4): 202-8, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26776331

RESUMEN

AIMS AND OBJECTIVES: This study was carried out among patients attending human immunodeficiency virus (HIV) treatment centres in Lagos to assess their sexual behaviour, conduct a health education intervention on safe sexual behaviour among the patients in the study group and re-assessing the sexual behaviour in both control and study groups. SUBJECTS AND METHODS: A multi-stage sampling method was used to recruit 253 control and 256 intervention patients. The study sites selected were HIV treatment centres in Lagos State University Teaching Hospital (control), and Ifako-Ijaiye and Isolo General Hospitals (intervention). A pre-tested interviewer-administered questionnaire was used for data collection. The study site intervention consisted of health education seminars. Post-intervention data were collected after 3 and 6 months. Total study duration was about 10 months. RESULTS: At baseline, there was no statistically significant difference in the sexual behaviour of respondents in both groups. Post-intervention, the notable effects of this intervention on the sexual behaviour of the study group were a 37.7% rise in condom use at last sexual exposure, a 74.3% increase in consistent condom use in the last 3 months, a 74.3% rise in consistent condom use with regular partners and a 39.0% rise in consistent condom use with casual partners. CONCLUSION: The modification of sexual behaviour of respondents achieved in this study has shown that dedicated interventions to increase the practice of safer sex can be effective. More of such interventions are required to stem the spread of HIV in Nigeria.

6.
PLoS One ; 19(6): e0304856, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38870149

RESUMEN

BACKGROUND: Unskilled delivery, particularly the use of traditional birth attendants, is a major threat to reducing maternal mortality in Africa. Despite the associated risks, there is insufficient evidence on the major reasons why pregnant women in Nigeria continue to use traditional birth attendant (TBA) services, especially in rural areas. This study, therefore, assessed the perception, reasons for use, and utilization of only TBA services in current pregnancy among rural-dwelling pregnant women in Lagos, Nigeria. METHODS: A descriptive cross-sectional study was conducted among 347 pregnant women recruited from traditional birth attendant facilities at Ikorodu Local Government Area, Lagos. Data were collected with an interviewer-administered questionnaire and analyzed using SPSS version 25. Bivariate and multivariate analyses were conducted with a significance level set at p<0.05. The outcome measures included perception, utilization of only TBA services in current pregnancy, and reasons for use. Positive perception refers to positive thought, belief, or opinion held by the participants towards the TBA. RESULTS: All the respondents had a positive perception of TBAs, majority (70.3%) utilized TBA only while 29.7% combined TBA and healthcare facilities services in the current pregnancy. Recommendations from previous users (81.6%), welcoming and hospitable staff (77.2%), perceived spiritual protection (75.2%), and past use (68.6%), were some of the reasons cited by the respondents for utilizing only TBA services. Predictors of utilizing only TBA services were respondents' level of education, those with secondary (aOR = 0.261; 95% CI; 0.108-0.629) and tertiary (aOR = 0.352; 95% CI; 0.162-0.769) had lower utilization while the lack of health insurance coverage (aOR = 3.017; 95% CI; 1.476-6.166) were associated with higher utilization of TBAs. CONCLUSION: Respondents in this study had a positive perception of TBA services. Continuous training and an effective monitoring system of TBAs by the government and other healthcare stakeholders to improve women's birthing experiences is recommended.


Asunto(s)
Partería , Atención Prenatal , Población Rural , Humanos , Femenino , Nigeria , Adulto , Embarazo , Atención Prenatal/estadística & datos numéricos , Población Rural/estadística & datos numéricos , Estudios Transversales , Adulto Joven , Encuestas y Cuestionarios , Percepción , Aceptación de la Atención de Salud/estadística & datos numéricos , Aceptación de la Atención de Salud/psicología , Adolescente , Conocimientos, Actitudes y Práctica en Salud
7.
J Public Health Afr ; 14(1): 2112, 2023 Jan 27.
Artículo en Inglés | MEDLINE | ID: mdl-36798843

RESUMEN

Background: The study explored the perceptions of church members towards physical activity (PA), the consumption of fruits and vegetables (FV), and the church's role in health promotion prior to the development of a church-based intervention for physical activity and fruit and vegetable consumption in Lagos, Nigeria. Method: Sixteen focus group discussions (FGD) and eleven key Informant Interviews (KII) were conducted. Eight FGDs among adults and four among the youth and the elderly church members. Key informant interviews were held among church leaders and members of the church medical advisory. Study findings were categorized under thematic headings. Based on the data analysis, several key themes were identified: the knowledge of the concept of health and common health problems, opinions of physical activity, opinions of healthy eating and fruit and vegetable consumption, types and attitudes towards existing church-based health programs and the role of the church in health promotion and church-based health programs. Within each theme, several childthemes were noted such as the challenges with fruit and vegetable consumption, biblical support for physical activity and fruit & vegetable consumption, the role of the church leaders, program sustainability and barriers to participation. Results: The participants perceived health not only as the absence of disease but as general well-being of the body and soul. Health was also related to the ability to perform religious activities. Common health problems included a mix of communicable and non-communicable diseases. They are aware that physical activity, fruits and vegetables are essential for healthy living. The youth saw it as a means of improving their physical appearance however the elderly expressed concerns about the possibility of associated trips and falls. Overall, they viewed fruits and vegetables as healthy foods while processed western foods were perceived as unhealthy. Fruits and vegetables were seen as beneficial primarily to aid food digestion, boost immunity, improve youthfulness, aid weight control and to prevent chronic disease. The study participants agreed that the church, as an institution, has a significant role to play in promoting the health of her members. Instituted health committees embedded within existing church structures often lead church-based health-promoting activities and are imperative for sustainability. Types of health programs included health talks, screening programs for common NCDs, sport competitions, distributions of FV during church ceremonies such as harvests, Lenten seasons, Love feasts and church bazaars. Health outreaches were seen as a means of evangelism, and it was unanimously agreed that the Bible supports PA and healthy eating. Generally, the respondents had positive attitudes towards church-based health programs and they advised that future programs include the use of technology and should be integrated into existing church activities to improve participation. The participants also noted that the opinion of the church leaders influences the behaviours of church members and their support is critical in the development and implementation of church-based health programs. Conclusion: Church members are aware that physical activity and the consumption of fruits and vegetables are important for healthy living and expressed support for church-based health programs. They believe that the Bible supports the promotion of PA and FV consumption as healthy behaviours. Program integration, the use of technology and support of church leaders and existing church medical advisory groups are imperative for developing and sustaining church-based health programs.

8.
Implement Sci Commun ; 4(1): 22, 2023 Mar 07.
Artículo en Inglés | MEDLINE | ID: mdl-36882860

RESUMEN

BACKGROUND: Pregnancy-related anaemia is a public health challenge across Africa. Over 50% of pregnant women in Africa get diagnosed with this condition, and up to 75% of these are caused by iron deficiency. The condition is a significant contributor to the high maternal deaths across the continent and, in particular, Nigeria, which accounts for about 34% of global maternal deaths. Whereas oral iron is the mainstay treatment for pregnancy-related anaemia in Nigeria, this treatment is not very effective given the slow absorption of the medication, and its gastrointestinal adverse effects which lead to poor compliance by women. Intravenous iron is an alternative therapy which can rapidly replenish iron stores, but fears of anaphylactic reactions, as well as several misconceptions, have inhibited its routine use. Newer and safer intravenous iron formulations, such as ferric carboxymaltose, present an opportunity to overcome some concerns relating to adherence. Routine use of this formulation will, however, require addressing misconceptions and systemic barriers to adoption in the continuum of care of obstetric women from screening to treatment. This study aims to test the options to strengthen routine screening for anaemia during and immediately after pregnancy, as well as evaluate and improve conditions necessary to deliver ferric carboxymaltose to pregnant and postpartum women with moderate to severe anaemia. METHODS: This study will be conducted in a cluster of six health facilities in Lagos State, Nigeria. The study will employ continuous quality improvement through the Diagnose-Intervene-Verify-Adjust framework and Tanahashi's model for health system evaluation to identify and improve systemic bottlenecks to the adoption and implementation of the intervention. Participatory Action Research will be employed to engage health system actors, health services users, and other stakeholders to facilitate change. Evaluation will be guided by the consolidated framework for implementation research and the normalisation process theory. DISCUSSION: We expect the study to evolve transferable knowledge on barriers and facilitators to the routine use of intravenous iron that will inform scale-up across Nigeria, as well as the adoption of the intervention and strategies in other countries across Africa.

9.
Pan Afr Med J ; 42: 8, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35685388

RESUMEN

Introduction: sickle cell disease (SCD) refers to a group of inherited blood disorders that are life-long and affect many people globally. An estimate of 2.3% of the Nigerian population suffer from SCD and about 25% of adults have the sickle cell gene. Premarital screening for sickle cell gene is considered one of the methods of preventing new births of children with SCD among the young adults. The study assessed the knowledge, attitude, willingness to take premarital screening test for SCD and factors influencing knowledge among young unmarried adults in an urban community in Lagos, Nigeria. Methods: the study was cross-sectional descriptive among 300 respondents who were selected using multistage sampling technique. Data were collected using a pre-tested, interviewer-administered questionnaire and analyzed using SPSS software, version 25. Univariate and bivariate analysis were conducted with level of significance at p ≤ 0.05. Results: the mean age of respondents was 21.2± 3.5 years, and most 188 (62.7%) were males. About 139 (46.3%) and 165 (55.0%) of the respondents respectively had good knowledge and positive attitude towards SCD and premarital screening. Only 43% of the respondents knew their haemoglobin phenotype, however, majority (92.4%) were willing to have Hb phenotype test done. Knowledge of SCD and premarital screening was statistically significant with age, level of education and occupation of respondents (p<0.001). Conclusion: this study found less than half of the respondents with good knowledge, about half had positive attitude and poor premarital screening practices of SCD. Therefore, community-based health education and awareness programs on SCD and premarital screening among young adults is recommended.


Asunto(s)
Anemia de Células Falciformes , Conocimientos, Actitudes y Práctica en Salud , Adolescente , Anemia de Células Falciformes/diagnóstico , Anemia de Células Falciformes/epidemiología , Anemia de Células Falciformes/genética , Estudios Transversales , Femenino , Hemoglobinas , Humanos , Masculino , Nigeria , Persona Soltera , Encuestas y Cuestionarios , Adulto Joven
10.
Pan Afr Med J ; 43: 116, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36721477

RESUMEN

Introduction: access to services encompasses three components: availability, affordability, and acceptability. The physical presence of service delivery, which includes health infrastructure, core health staff, and aspects of service use, is referred to as service availability. This study was conducted to inform the health service availability and preparedness to deliver HIV, TB, and malaria prevention and control services in Ekiti State. Methods: this is a descriptive cross-sectional study conducted among all the Primary Health Centres (177) in Ekiti State Nigeria between August and October 2020. Data were collected with the use of the World Health Organization Service Availability and Readiness Assessment tool and were analyzed using STATA SE 12. Results: close to half (49%) of them had a condom in supply. More than 90% of them provided diagnosis and treatment of malaria. The HIV-specific service readiness index was approximately 40/0%. Only 26.6% of health facilities were ready to offer TB prevention and control services. Malaria specific service readiness index was 61.9%. There was a statistically significant difference in the HIV and TB-specific service readiness of facilities in the urban compared to rural locations. Health facilities located in the urban areas had higher mean readiness scores compared to those in the other residential areas (P=0.014). Conclusion: it is evident that HIV and TB-specific service readiness is very poor among PHCs in Ekiti State. Malaria Service Readiness was fair. Ekiti State government needs to expand investments in PHCs by strengthening the diagnostic services, commodities and medicine supply, adequate equipment and staff training.


Asunto(s)
Infecciones por VIH , Malaria , Tuberculosis , Humanos , Estudios Transversales , Nigeria , Tuberculosis/diagnóstico , Tuberculosis/epidemiología , Tuberculosis/prevención & control , Malaria/diagnóstico , Malaria/epidemiología , Malaria/prevención & control , Atención Primaria de Salud , Infecciones por VIH/diagnóstico , Infecciones por VIH/epidemiología , Infecciones por VIH/prevención & control
11.
Pan Afr Med J ; 41: 106, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35432699

RESUMEN

Introduction: young people living with HIV (YPLH) constitute a significant population towards ending the AIDS epidemic. About half of YPLH are undiagnosed and one-third of new infections occurring among them. Stigma and discrimination remaina predominant enigma in the social response to HIV. Methods: this was a descriptive cross-sectional study among 124 YPLH aged 15-24 years selected by non-probability sampling from four antiretroviral centres targeted at young people across Lagos State. Ethical approval and informed consent were obtained. Data analysis was done using Epi info software version 7 and the level of significance was set at p<0.05. Results: the mean age of the participants was 19.4±3.2 years. Among the stigma variants, public stigma was the highest (48.4%), followed by anticipated stigma (20.2%), internalized stigma (14.5%), and enacted stigma (10.7%) while 7.3% of respondents experienced all forms. Thirty-seven percent of respondents had experienced one form of discrimination, with the most common form being 'treated with hostility by strangers´ (14.5%). The disclosure level was 56.5%. The most predominant reasons for non-disclosure were fear of rejection by other people (57.3%). Diagnosis at an earlier age and living with a single parent were associated with lower disclosure levels (p<0.001). Conclusion: overall stigma levels were found to be low, with differences in the individual stigma variants. The most common form of HIV-related discrimination reported in this study was being treated with hostility by strangers. Fear of rejection by other people was the main reason for non-disclosure among YPLH. The use of a multidisciplinary approach is needed to reduce the impact of stigma and discrimination among YPLH.


Asunto(s)
Revelación , Infecciones por VIH , Adolescente , Adulto , Estudios Transversales , Infecciones por VIH/diagnóstico , Infecciones por VIH/epidemiología , Humanos , Nigeria/epidemiología , Estigma Social , Encuestas y Cuestionarios , Adulto Joven
12.
J Public Health Afr ; 13(3): 2222, 2022 Sep 07.
Artículo en Inglés | MEDLINE | ID: mdl-36277941

RESUMEN

Background: Nigeria has one of the lowest antenatal care (ANC) utilization rates compared to other low- and middle-income nations. In order to ensure a positive pregnant experience, the World Health Organization recommends at least eight ANC visits during pregnancy. This study intends to examine the impact of a mobile phone-based voice message intervention on ANC use in Lagos, Nigeria. Methods: In this cluster-randomized experiment, primary healthcare centres were divided into five intervention and five control groups using multistage simple random sampling. The intervention consisted of a weekly voice message transmitted through mobile phone from the time of recruitment in the first trimester until two weeks postpartum. Attending at least eight ANC visits before birth was the primary outcome. STATA v17.0 was used to conduct descriptive and bivariate analyses as well as multivariate linear models to calculate crude risk ratios. Results: 458 women participated. All intervention group women (269 women, or 58.7% of the sample) received the text message. These ladies were mostly married, Christian, had several children, and had completed high school. Women who received the intervention were more likely to attend eight ANC visits. Conclusion: A voice message-based intervention can boost ANC utilization, according to the conclusion. This contributes to the existing body of information about the influence of mHealth treatments on maternal health outcomes and serves as a useful tool for ensuring that no woman is left behind.

13.
Healthc Inform Res ; 28(1): 58-67, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-35172091

RESUMEN

OBJECTIVE: This study developed and compared the performance of three widely used predictive models-logistic regression (LR), artificial neural network (ANN), and decision tree (DT)-to predict diabetes mellitus using the socio-demographic, lifestyle, and physical attributes of a population of Nigerians. METHODS: We developed three predictive models using 10 input variables. Data preprocessing steps included the removal of missing values and outliers, min-max normalization, and feature extraction using principal component analysis. Data training and validation were accomplished using 10-fold cross-validation. Accuracy, sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and area under the receiver operating characteristic curve (AUROC) were used as performance evaluation metrics. Analysis and model development were performed in R version 3.6.1. RESULTS: The mean age of the participants was 50.52 ± 16.14 years. The classification accuracy, sensitivity, specificity, PPV, and NPV for LR were, respectively, 81.31%, 84.32%, 77.24%, 72.75%, and 82.49%. Those for ANN were 98.64%, 98.37%, 99.00%, 98.61%, and 98.83%, and those for DT were 99.05%, 99.76%, 98.08%, 98.77%, and 99.82%, respectively. The best-performing and poorest-performing classifiers were DT and LR, with 99.05% and 81.31% accuracy, respectively. Similarly, the DT algorithm achieved the best AUC value (0.992) compared to ANN (0.976) and LR (0.892). CONCLUSIONS: Our study demonstrated that DT, LR, and ANN models can be used effectively for the prediction of diabetes mellitus in the Nigerian population based on certain risk factors. An overall comparative analysis of the models showed that the DT model performed better than LR and ANN.

14.
Afr J Prim Health Care Fam Med ; 14(1): e1-e10, 2022 May 27.
Artículo en Inglés | MEDLINE | ID: mdl-35695440

RESUMEN

BACKGROUND:  Diarrhoea is a leading cause of death among children under five years old globally. It remains a major cause of morbidity and mortality among this age group in Nigeria. Using simple home management, mothers play important roles in the prevention and control of diarrhoea among these children. AIM:  This study aimed to assess mothers' knowledge, attitude and practice in the prevention and home management of diarrhoeal diseases among children under five years old in Lagos, Nigeria. SETTING:  This study was conducted within the communities of Kosofe local government area of Lagos State, Nigeria. METHODS:  A descriptive cross-sectional study design was conducted using a multistage sampling technique. Data were collected using a structured interviewer-administered questionnaire and analysed using EPI info version 7.2.1. Chi-square statistic was used to test the association between variable at the level of significance of 5%. RESULTS:  A total of 360 respondents participated in this study. The mean age of the respondents was 32.5 ± 5.5 years. About 59.2% of respondents had good knowledge, 59.2% of them had positive attitude, and 53.1% of them had good practice towards prevention and home management of diarrhoea. Age (p = 0.007), occupation (p = 0.008) and level of education (p = 0.001) were significantly associated with practice of home management of diarrhoea among children under five years old. CONCLUSION:  Educated, employed, and married mothers were more likely to have good prevention and home management practices towards diarrhoea in their children under five years old.


Asunto(s)
Conocimientos, Actitudes y Práctica en Salud , Madres , Adulto , Niño , Preescolar , Estudios Transversales , Diarrea/prevención & control , Femenino , Humanos , Nigeria , Encuestas y Cuestionarios
15.
Afr J Prim Health Care Fam Med ; 14(1): e1-e7, 2022 Aug 19.
Artículo en Inglés | MEDLINE | ID: mdl-36073122

RESUMEN

BACKGROUND:  The availability of adequate infrastructure, diagnostic medical equipment, medicines and commodities and well-trained medical personnel are essential for the effective delivery of health care services. AIM:  This study assessed maternal and child health (MCH) services' specific readiness by type and location of the health facility and compared the readiness between urban and rural primary health care (PHC) facilities in Ekiti State, Nigeria. SETTING:  The study was conducted amongst the heads (officers in charge) of PHC facilities in Ekiti State, Nigeria between August 2020 and October 2020. METHODS:  A descriptive cross-sectional study in which all PHC facilities were conducted and data were collected with the aid of the Service Availability and Readiness Assessment (SARA) tool using the KoboCollect app. Data were cleaned and coded on Microsoft Excel 2016 and exported to Stata SE 12 for analysis. The level of significance was set at p  0.05. RESULTS:  Overall, the MCH readiness score amongst PHC facilities was 47% (0.47 ± 0.18). About half (52%) of the facilities had necessary and relevant equipment. Health facilities located in urban areas had more medicines and commodities compared with those of rural areas (0.51 ± 0.16 vs 0.45 ± 0.17, p  0.05). Primary health care facilities in Ekiti North I had an overall higher service readiness score (0.63 ± 0.19) compared with other federal constituencies (p  0.001). CONCLUSION:  The overall MCH-specific service readiness in Ekiti State was relatively low. Strategies to address the identified gaps for a smooth journey towards the achievement of Universal Health Coverage (UHC) are recommended.


Asunto(s)
Servicios de Salud del Niño , Accesibilidad a los Servicios de Salud , Niño , Estudios Transversales , Encuestas de Atención de la Salud , Humanos , Nigeria , Atención Primaria de Salud
16.
Pan Afr Med J ; 36: 345, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33224411

RESUMEN

INTRODUCTION: intimate partner violence (IPV) is a global public health problem of human rights concern. It is a global issue, regardless of social, economic, religious or cultural group. Ever experienced IPV is a risk factor for many acute and chronic diseases and or stress-related conditions among women. This study determined the prevalence and predictors of lifetime IPV among women in an urban community in Lagos, Nigeria. METHODS: a descriptive cross-sectional study was conducted among 400 respondents from April to September 2019. An interviewer-administered questionnaire was used to obtain information from respondents. Data analysis was done using SPSS Version 22. Descriptive analyses were performed. Associations were explored with Chi-square test; multivariate analysis was done with logistic regression at p≤5% level of significance (95% CI). RESULTS: a total of 400 adult women aged 18-73 years who have been in an intimate relationship for at least 1 year participated in this study. The mean ± SD age of the respondents was 36.72 ± 11.74 years. Lifetime prevalence of IPV was 73.3%. The significant predictors for IPV were; being employed (OR=0.461; 95% CI=0.230-0.924); witnessed parental violence (OR=1.909; 95% CI=1.023-3.563); partner consuming alcohol (OR=1.669; 95% CI=0.999-2.788) and partner having other sexual partners (OR=2.104; 95% CI=1.174-3.771). CONCLUSION: community-based interventions by government and other stakeholders are needed to empower women, reduce exposure of children to IPV at home and provide enlightenment education on IPV in communities.


Asunto(s)
Violencia de Pareja/estadística & datos numéricos , Parejas Sexuales , Población Urbana/estadística & datos numéricos , Adolescente , Adulto , Anciano , Estudios Transversales , Femenino , Humanos , Persona de Mediana Edad , Nigeria/epidemiología , Prevalencia , Factores de Riesgo , Encuestas y Cuestionarios , Adulto Joven
17.
Health Serv Insights ; 13: 1178632920934499, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32636637

RESUMEN

Client satisfaction is an important measure of quality of care as it provides information on how well health service providers meet clients' values and expectations. The study was cross-sectional and analytical in nature. Data were obtained with the use of an interviewer-administered questionnaire. Respondents (n = 994) were a subset of a larger group of community members recruited for a study on quality of health care who had used a health facility for care within 3 months prior to data collection. A total of 94% of clients were satisfied with services received although client satisfaction rates were higher with private than public health facilities. Waiting time of less than 20 minutes (adjusted odds ratio [AOR] = 9.35, 95% confidence interval [CI] = 2.08-41.67), cheap cost of all services received (AOR = 7.58, 95% CI = 1.95-29.41), and the ability of the health care provider to offer explanations clearly to clients (AOR = 6.21, 95% CI = 1.90-20.41) were predictors of client satisfaction. However, the use of a government-owned hospital (AOR = 0.23, 95% CI = 0.08-0.63) was predictive of client dissatisfaction. Only service characteristics were predictive of client satisfaction. Improvement in service delivery is recommended.

18.
Afr J Prim Health Care Fam Med ; 12(1): e1-e7, 2020 Apr 21.
Artículo en Inglés | MEDLINE | ID: mdl-32370529

RESUMEN

BACKGROUND: Sexually transmitted infections (STIs) are of public health importance as over 1 million STIs are acquired daily worldwide. One-third of the new cases of curable STIs affect younger persons aged less than 25 years. Sexually transmitted infections can lead to severe complications beyond the immediate impact of infections as such. AIM: This study assessed knowledge of, attitude towards and preventive practices of STI among young unmarried persons in Surulere local government area (LGA) of Lagos State, Nigeria. SETTING: The study was conducted among young unmarried persons in Surulere LGA, Lagos State, Nigeria, between June and November 2018. METHODS: A descriptive cross-sectional study was conducted among 450 young unmarried persons selected using a multistage sampling technique. An interviewer-administered questionnaire was used to obtain data. Analysis was carried out with Epi-Info 7.2.2.2 software. Chi-square was used to test for associations. Level of significance was at p ≤ 0.05. RESULTS: The mean age was 19.9 + 2.5 years. Majority of the respondents (84.7%) had heard of STIs. About two-third (65.6%) had good knowledge, while majority (98.6%) had good attitude towards the prevention of STIs, but less than half (34.0%) had good preventive practices. Knowledge of STI was statistically significantly associated with age, level of education, attitude and preventive practices of the respondents. CONCLUSION: Most of the respondents were aware and had good attitude towards prevention of STI, but gaps exist in knowledge and preventive practices. Hence, targeted education to improve the knowledge and preventive practices against STI among young unmarried persons is recommended.


Asunto(s)
Conocimientos, Actitudes y Práctica en Salud , Enfermedades de Transmisión Sexual/prevención & control , Persona Soltera/estadística & datos numéricos , Población Urbana/estadística & datos numéricos , Adolescente , Adulto , Estudios Transversales , Femenino , Humanos , Masculino , Nigeria , Encuestas y Cuestionarios , Adulto Joven
19.
PLoS One ; 15(12): e0242861, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33270733

RESUMEN

In Nigeria, about 150000 babies are born annually with sickle cell disease (SCD), and this figure has been estimated to increase by 100% by the year 2050 without effective and sustainable control strategies. Despite the high prevalence, newborn screening for SCD which allows for early prophylactic treatment, education of parents/guardians and comprehensive management is not yet available. This study explored a strategy for screening in early infancy during the first and second immunization visits, determined the prevalence, feasibility and acceptability of early infant screening for SCD and the evaluation of the HemoTypeSC diagnostic test as compared to the high-performance liquid chromatography (HPLC) gold standard. A cross-sectional study was conducted in two selected primary health care centres in Somolu local government area (LGA) in Lagos, Nigeria. Two hundred and ninety-one mother-infant pairs who presented for the first or second immunization visit were consecutively enrolled in the study following written informed consent. The haemoglobin genotype of mother-infant pairs was determined using the HemoTypeSC rapid test kit. Confirmation of the infants' Hb genotype was done with HPLC. Data were analysed with SPSS version 22. Validity and Predictive value of HemotypeSC rapid screening test were also calculated. Infant screening for SCD was acceptable to 86% of mothers presenting to the immunization clinics. The prevalence of SCD among the infant cohort was 0.8%. The infants diagnosed with SCD were immediately enrolled in the paediatric SCD clinic for disease-specific care. The HemoTypeSC test had 100% sensitivity and specificity for sickle cell disease in early infancy compared to HPLC. This study affirms that it is feasible and acceptable for mothers to implement a SCD screening intervention program in early infancy in Lagos State. The study also demonstrates the utility of the HemotypeSC rapid testing for ease and reduced cost of screening infants for SCD.


Asunto(s)
Anemia de Células Falciformes/diagnóstico , Tamizaje Neonatal/psicología , Aceptación de la Atención de Salud/estadística & datos numéricos , Adolescente , Adulto , Estudios de Factibilidad , Femenino , Humanos , Recién Nacido , Masculino , Persona de Mediana Edad , Nigeria , Proyectos Piloto , Prevalencia , Adulto Joven
20.
J Family Med Prim Care ; 8(4): 1359-1364, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-31143721

RESUMEN

BACKGROUND: Malaria accounts for approximately 1 million deaths annually and about 300,000 deaths in Nigeria alone. Pregnant women and their unborn babies are particularly vulnerable to the adverse consequences of malaria. This study assessed the knowledge, perception, and preventive practices for malaria in pregnancy (MiP) among women in Lagos, Nigeria. MATERIALS AND METHODS: A cross-sectional, descriptive study design was adopted. A total of 422 respondents were selected using multistage sampling technique. Data were collected using a structured, interviewer-administered questionnaire in the first quarter of 2016. Analysis was done with Epi Info™ 7 software with level of significance set at P < 0.05. RESULTS: All respondents were aware of MiP, and almost all the respondents (96.2%) were aware that malaria is caused by infected mosquito bite. Majority (89.3%) of the respondents registered for antenatal care in their last pregnancy, but 56.6% did so in the second trimester. A little over half (55.5%) had good knowledge of MiP. There was poor knowledge of the complications of MiP in mothers, with 27% unaware of any complications. Majority (51.6%) of them did not know the complications of malaria in the fetus. Better educated respondents had statistically significant better knowledge of MiP (P = 0.001). Only two-fifths of the respondents (39.8%) agreed that MiP can lead to death of the fetus. Most (41.9%) used insecticide spray and coils in the prevention of MiP, whereas only 36.9% used intermittent preventive treatment. Only 24.1% used insecticide-treated nets and almost 20% used no form of prevention. CONCLUSION: Respondents' knowledge, perception, and preventive practices for MiP were not satisfactory. Public health education on MiP should be intensified at the community level in order to improve knowledge and prevention and also to correct misconceptions.

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