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

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Francis Appiah ◽  
Bernard Afriyie Owusu ◽  
Josephine Akua Ackah ◽  
Patience Ansomah Ayerakwah ◽  
Vincent Bio Bediako ◽  
...  
Keyword(s):  
Regression Analysis ◽  
Mass Media ◽  
Medical Care ◽  
Health Survey ◽  
Formal Education ◽  
Home Birth ◽  
Demographic And Health Survey ◽  
Community Level ◽  
Home Births ◽  
Literacy Level

Abstract 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.

scholarly journals Geographical variations and associated factors of defaulting from immunization among children aged 12 to 23 months in Ethiopia: using spatial and multilevel analysis of 2016 Ethiopian Demographic and Health Survey

2021 ◽  
Vol 26 (1) ◽  
Author(s):  
Mukemil Awol ◽  
Zewdie Aderaw Alemu ◽  
Nurilign Abebe Moges ◽  
Kemal Jemal
Keyword(s):  
Multilevel Analysis ◽  
Health Survey ◽  
Associated Factors ◽  
Demographic And Health Survey ◽  
Community Level ◽  
Scan Statistics ◽  
Moran’S I ◽  
Moran's I ◽  
Depth Analysis ◽  
Global Moran’S I

Abstract Background In Ethiopia, despite the considerable improvement in immunization coverage, the burden of defaulting from immunization among children is still high with marked variation among regions. However, the geographical variation and contextual factors of defaulting from immunization were poorly understood. Hence, this study aimed to identify the spatial pattern and associated factors of defaulting from immunization. Methods An in-depth analysis of the 2016 Ethiopian Demographic and Health Survey (EDHS 2016) data was used. A total of 1638 children nested in 552 enumeration areas (EAs) were included in the analysis. Global Moran’s I statistic and Bernoulli purely spatial scan statistics were employed to identify geographical patterns and detect spatial clusters of defaulting immunization, respectively. Multilevel logistic regression models were fitted to identify factors associated with defaulting immunization. A p value < 0.05 was used to identify significantly associated factors with defaulting of child immunization. Results A spatial heterogeneity of defaulting from immunization was observed (Global Moran’s I = 0.386379, p value < 0.001), and four significant SaTScan clusters of areas with high defaulting from immunization were detected. The most likely primary SaTScan cluster was seen in the Somali region, and secondary clusters were detected in (Afar, South Nation Nationality of people (SNNP), Oromiya, Amhara, and Gambella) regions. In the final model of the multilevel analysis, individual and community level factors accounted for 56.4% of the variance in the odds of defaulting immunization. Children from mothers who had no formal education (AOR = 4.23; 95% CI: 117, 15.78), and children living in Afar, Oromiya, Somali, SNNP, Gambella, and Harari regions had higher odds of having defaulted immunization from community level. Conclusions A clustered pattern of areas with high default of immunization was observed in Ethiopia. Both the individual and community-level characteristics were statistically significant factors of defaulting immunization. Therefore, the Federal Ethiopian Ministry of Health should prioritize the areas with defaulting of immunization and consider the identified factors for immunization interventions.

scholarly journals Association between media exposure and family planning in Myanmar and Philippines: evidence from nationally representative survey data

2021 ◽  
Vol 6 (1) ◽  
Author(s):  
Pranta Das ◽  
Nandeeta Samad ◽  
Hasan Al Banna ◽  
Temitayo Eniola Sodunke ◽  
John Elvis Hagan ◽  
...  
Keyword(s):  
Family Planning ◽  
Mass Media ◽  
Health Survey ◽  
Unmet Need ◽  
Media Exposure ◽  
The Philippines ◽  
Education Level ◽  
Demographic And Health Survey ◽  
Modern Contraceptive ◽  
Mass Media Exposure

Abstract Background Although women in South Asia and South-east Asia have developed their knowledge regarding modern contraceptive and other family planning techniques, limited information exists on the influence of mass media exposure on the utilization of contraceptives and family planning. The current study examined the association between media exposure and family planning in Myanmar and Philippines. Methods The study analyzed data from the 2017 Philippines National Demographic and Health Survey (NDHS) and 2015–16 Myanmar Demographic and Health Survey (MDHS). Three family planning indicators were considered in this study (i.e., contraceptive use, demand satisfied regarding family planning and unmet need for family planning). A binary logistic regression model was fitted to see the effect of media exposure on each family planning indicator in the presence of covariates such as age group, residence, education level, partner education level, socio-economic status, number of living children, age at first marriage, and working status. Results The prevalence of contraception use was 57.2% in the Philippines and 55.7% in Myanmar. The prevalence of demand satisfied regarding family planning was 70.5 and 67.1% in the Philippines and Myanmar respectively. Unmet need regarding family planning was 16.6% and 19.9% in the Philippines and Myanmar respectively. After adjusting for the covariates, the results showed that women who were exposed to media were more likely to use contraception in Philippines (aOR = 2.24, 95% CI = 1.42–3.54) and Myanmar (aOR 1.39, 95% CI = 1.15–1.67). Media exposure also had a significant positive effect on demand satisfaction regarding family planning in the Philippines (aOR = 2.19, 95% CI = 1.42–3.37) and Myanmar (aOR = 1.34, 95% CI = 1.09–1.64). However, there was no significant association between media exposure and unmet need in both countries. Conclusions The study established a strong association between mass media exposure and the use and demand satisfaction for family planning among married and cohabiting women in Philippines and Myanmar. Using mass media exposure (e.g., local radio, television- electronic; newspapers) to increase both access and usage of contraceptives as well as other family planning methods in these countries could be pivotal towards the attainment of United Nations Sustainable Development Goal 3 (SDG 3) of improving maternal health.

scholarly journals A multilevel analysis of overweight and obesity among non-pregnant women of reproductive age in Malawi: evidence from the 2015–16 Malawi Demographic and Health Survey

2018 ◽  
Vol 11 (6) ◽  
pp. 496-506 ◽  
Author(s):  
Peter Austin Morton Ntenda ◽  
Jane Flora Kazambwe
Keyword(s):  
Pregnant Women ◽  
Health Survey ◽  
Media Coverage ◽  
White Collar ◽  
Overweight And Obesity ◽  
Demographic And Health Survey ◽  
Community Level ◽  
Reproductive Age ◽  
The Individual ◽  
Maternal Overweight

Abstract Background Overweight and obesity are well-known risk factors for non-communicable diseases such as cardiovascular disease, diabetes, some cancers and musculoskeletal disorders. In Malawi, the proportion of women who are overweight/obese has doubled, from 10% in 1992 to 21% in 2015–16. Therefore we aimed to explore the individual- and community-level factors associated with overweight and obesity among non-pregnant women of child-bearing age. Methods Secondary analysis of the 2015–16 Malawi Demographic and Health Survey was conducted. Overweight was defined as a body mass index (BMI) of 25 to &lt;30 kg/m2, while obesity was defined as a BMI ≥30 kg/m2. Two-level multilevel multivariable logistic regression models were constructed using a logit-link function with a binomial distribution on 7326 women living in 850 different communities. Results At the individual level, the adjusted multilevel regression results showed that women 15–19 y of age as well as women from the poorest households had reduced odds of being overweight/obese. However, women with white collar jobs and women who were affiliated with the Church of Central Africa Presbyterian and the Roman Catholic church had increased odds of being overweight/obese. At the community level, women from urban areas and women who resided in communities with a low percentage of media exposure had increased odds of being overweight or obese. While women from poor communities had reduced odds of being overweight and obese, the proportion change in variance showed that 56, 77 and 78% of total variations in the odds of overweight, obese and overweight/obese across the communities were explained by both individual- and community-level factors. The median odds ratio showed that the likelihood of maternal overweight, obese and overweight/obese increased by 63, 39 and 84% when the women moved from low- to high-risk neighbourhoods. Conclusions Older women, Christian women, women with white collar jobs and women from the richest households should be targeted during policy formulation. At the community level, media coverage should be spread evenly so that health awareness messages, consequences and means of overweight and obesity prevention are getting to the targeted women. Our study revealed evidence of clustering effects of overweight and obesity at the community level, hence neighbourhood variations with respect to maternal overweight and obesity should be taken into account when designing nutritional policies.

Assessing the influence of mass media on contraceptive use in Nigeria: A secondary analysis of 2013 Nigerian national demographic and health survey

2018 ◽  
Vol 16 (2) ◽  
pp. 39 ◽  
Author(s):  
JosephOdirichukwu Ugboaja ◽  
CharlotteBlanche Oguejiofor ◽  
EmmanuelOkwudili Oranu ◽  
AnthonyOsita Igwegbe
Keyword(s):  
Mass Media ◽  
Health Survey ◽  
Contraceptive Use ◽  
Secondary Analysis ◽  
Demographic And Health Survey

scholarly journals Determinants of early sexual initiation among female youth in Ethiopia: a multilevel analysis of 2016 Ethiopian Demographic and Health Survey

2020 ◽  
Vol 20 (1) ◽  
Author(s):  
Mastewal Arefaynie ◽  
Melaku Yalew ◽  
Yitayish Damtie ◽  
Bereket Kefale
Keyword(s):  
Health Survey ◽  
Addis Ababa ◽  
Statistical Significance ◽  
Sexual Initiation ◽  
Demographic And Health Survey ◽  
Community Level ◽  
Wealth Status ◽  
Mixed Effect ◽  
Female Youth ◽  
Early Sexual Initiation

Abstract Background Evidences on determinants of early sexual initiation among female youth is still limited especially; community-level factors are not investigated in Ethiopia. Therefore, the aim of this study was to assess individual and community-level factors associated with early sexual initiation among female youth in Ethiopia. Methods The 2016 Ethiopian Demographic and Health Survey (EDHS) dataset were used and a total of 6143 participants (female youth) were included. Multi-level mixed-effect logistic regression was done to identify individual and community-level factors. Adjusted odds ratio along with 95% confidence interval was used to show the strength and direction of the association. Finally, the level of statistical significance was declared at P value less than 0.05. Results Individual-level factors significantly associated with early sexual initiation among female youth were; age group from 19 to 24 years [AOR = 5.8, 95% CI = (4.6, 7.3)], not attending school [AOR = 14.1, 95% CI = (8.1, 24.7)], ever chewing Chat [AOR = 2.0, 95% CI = (1.3, 3.0)]. From community-level factors: living in Addis Ababa [AOR = 0.3, 95% CI = (0.2, 0.5)], living in Gambella [AOR = 2.7, 95% CI = (1.7, 4.3)] and live in a low proportion of poor communities [AOR = 0.7, 95% CI = (0.5, 0.9)] were significantly associated with early sexual initiation among female youth in Ethiopia. Conclusions Age, low educational status, ever chewing Chat, region and live in a high proportion of poor community had a statistical association with early sexual initiation among female youth in Ethiopia. Improving educational coverage and community-level of wealth status are important intervention areas to delay the age of early sexual initiation.

scholarly journals Predictors of home births among rural women in Ghana: analysis of data from the 2014 Ghana Demographic and Health Survey

2020 ◽  
Vol 20 (1) ◽  
Author(s):  
Eugene Budu
Keyword(s):  
Maternal Health ◽  
Health Survey ◽  
Rural Women ◽  
Rural Areas ◽  
Statistical Significance ◽  
Northern Region ◽  
Demographic And Health Survey ◽  
Wealth Status ◽  
Home Births ◽  
Factors Associated

Abstract Background Home births is one of the factors associated with maternal mortality. This study examined the predictors of home births among rural women in Ghana. Methods Data for this study was obtained from the 2014 Demographic and Health Survey (DHS) of Ghana. For the purpose of this study, a sample size of 2,101 women in the rural areas who had given birth within five years prior to the survey and had responses on variables was considered. Data processing, management and analysis were carried out using STATA version 14.0. This study carried out bivariate and multivariate analyses and results were tested at 95% confidence interval. The Adjusted odds ratios were used to present the results and the level of statistical significance was assessed using 95% confidence intervals. Results Home births was found to be high among women who resided in the Northern region compared to those in the Western region [AOR, 1.81 CI = 1.10–2.98]. Similarly, the likelihood of home birth was high among women with four or more births [AOR, 1.46 CI = 1.03–2.05] and Traditionalists [AOR, 2.50 CI = 1.54–4.06]. Conversely, giving birth at home was low among women with higher level of education [AOR = 0.58, CI = 0.43–0.78], those with rich wealth status [AOR = 0.19, CI = 0.10–0.38], those with four or more ANC visits [AOR = 0.11, CI = 0.15–0.23] and those who were covered by NHIS [AOR = 0.58, CI = 0.46–0.72]. Conclusions Over the years, there have been efforts by governments in Ghana to make maternal health services free in the country. However, a substantial proportion of women still undergo home births. To reduce the utilization of home births in Ghana, it is essential that government and non-governmental organisations make the cost of delivery services part of the free maternal health care policy and take into consideration the factors associated with the high rates of home births among rural women in Ghana.

scholarly journals Individual and community level factors associated with anemia among children 6—59 months of age in Ethiopia: A further analysis of 2016 Ethiopia demographic and health survey

PLoS ONE ◽  
2020 ◽  
Vol 15 (11) ◽  
pp. e0241720
Author(s):  
Menaseb Gebrehaweria Gebremeskel ◽  
Afework Mulugeta ◽  
Abate Bekele ◽  
Lire Lemma ◽  
Muzey Gebremichael ◽  
...  
Keyword(s):  
Health Survey ◽  
Logistic Regression Model ◽  
Demographic And Health Survey ◽  
Community Level ◽  
Multilevel Logistic Regression ◽  
Factors Associated ◽  
Dire Dawa ◽  
Poverty Status ◽  
The Individual ◽  
Multilevel Logistic Regression Model

Background Anemia is a global public health problem; but its burden is disproportionately borne among children in the African Regions. The 2016 Ethiopia Demographic and Health Survey report showed that the prevalence of anemia among children 6–59 months of age was 57%; far exceeding the national target of 25% set for 2015. Although studies have been conducted in Ethiopia, multilevel analysis has rarely been used to identify factors associated with anemia among children. Therefore, this study aimed to identify individual and community-level factors associated with anemia among children 6–59 months of age by fitting a multilevel logistic regression model. Methods The data was obtained from the 2016 Ethiopia Demographic and Health Survey, conducted from January to June 2016, and downloaded from the website http://www.DHSprogram.com. The sample was taken using two-stage stratified sampling. In stage one, 645 Enumeration Areas and in stage two 28 households per Enumeration Area were selected. A sample of 7790 children 6–59 months of age was included. Data were analyzed using STATA version 14. A multilevel logistic regression model was fitted and an adjusted odds ratio with a 95% confidence interval was obtained. Result From the individual-level factors, anemia was associated most strongly with child age, wealth index, maternal anemia and child stunting followed by child underweight, child fever and birth order whereas from the community-level, the strongest odds of anemia occurred among children from Somali, Harari, Dire Dawa and Afar region followed by Oromia and Addis Ababa. Low community-poverty is a protective factor for anemia. The odds of anemia were 0.81 (95% CI: 0.66, 0.99) times lower for children who were living in communities of lower poverty status than children who were living in communities of higher poverty status. Children from Somali and Dire Dawa had 3.38 (95% CI: 3.25, 5.07) and 2.22 (95% CI: 1.42, 3.48) times higher odds of anemia, respectively than children from the Tigray region. Conclusions This study shows that anemia among children 6–59 months of age is affected both by the individual and community level factors. It is better to strengthen the strategies of early detection and management of stunted and underweight children. At the same time, interventions should be strengthened to address maternal anemia, child fever and poverty, specifically targeting regions identified to have a high risk of anemia.

scholarly journals Determinants of wife-beating acceptance among reproductive age women in Ethiopia: a multilevel analysis of 2016 Ethiopian demographic and health survey

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Mastewal Arefaynie ◽  
Gedamnesh Bitew ◽  
Erkihun Tadesse Amsalu ◽  
Bereket Kefale ◽  
Amare Muche ◽  
...  
Keyword(s):  
Health Survey ◽  
Addis Ababa ◽  
Statistical Significance ◽  
Demographic And Health Survey ◽  
Community Level ◽  
Reproductive Age ◽  
Wife Beating ◽  
Mixed Effect ◽  
Reproductive Age Women ◽  
Television Exposure

Abstract Background There is limited national representative evidence on determinants of women’s acceptance of wife-beating especially; community level factors are not investigated in Ethiopia. Thus, this study aimed to assess individual and community-level factors associated with acceptance of wife beating among reproductive age women in Ethiopia. Methods Secondary data analysis was done on 2016 Ethiopian Demographic and Health Survey data. A total of 15,683 weighted reproductive age group women were included in the analysis. Multi-level mixed-effect logistic regression analysis was done by Stata version 14.0 to identify individual and community-level factors. An adjusted odds ratio with a 95% confidence interval was used to show the strength and direction of the association. Statistical significance was declared at p value less than 0.05 at the final model. Result Individual-level factors significantly associated with acceptance of wife-beating among women were; being Muslim follower [AOR = 1.3, 95% CI = (1.1, 1.5)], Being married [AOR = 1.3, 95% CI = (1.1, 1.6)], attending primary, secondary and higher education [AOR = 0.8, 95% CI = (0.7, 0.9)], [AOR = 0.4, 95% CI = (0.3, 0.5)], [AOR = 0.3, 95% CI (0.2, 0.4)] respectively. From community level factors, living in Somali [AOR = 0.2 95% CI = (0.1, 0.3)], Addis Ababa [AOR = 0.3, 95%CI = (0.2, 0.5)] and Dire Dawa [AOR = 0.5, 95% CI = (0.3, 0.7)] were 80%, 70% and 50% less likely accept wife-beating when compare to women who live in Tigray region, respectively. Live in high proportion of poor community [AOR = 1.2, 95% CI = (1.1, 1.3)], live in low proportion of television exposure communities [AOR = 1.4, 95% CI = (1.2, 2.2)] were significantly associated with acceptance of wife-beating among women in Ethiopia. Conclusion Educational status, religion, marital status, region, community-level wealth, and community level of television exposure had a statistical association with women’s acceptance of wife-beating. Improving educational coverage, community-level of media exposure, community-level wealth status and providing community-friendly interventions are important to reduce the acceptance of wife-beating among women in Ethiopia.

scholarly journals Individual/Household and Community-Level Factors Associated with Child Marriage in Mali: Evidence from Demographic and Health Survey

2021 ◽  
Vol 2021 ◽  
pp. 1-11
Author(s):  
Betregiorgis Zegeye ◽  
Comfort Z. Olorunsaiye ◽  
Bright Opoku Ahinkorah ◽  
Edward Kwabena Ameyaw ◽  
Eugene Budu ◽  
...  
Keyword(s):  
Higher Education ◽  
Health Survey ◽  
Fixed Effects ◽  
Educational Status ◽  
Demographic And Health Survey ◽  
Community Level ◽  
Child Marriage ◽  
Major Public Health Problem ◽  
Factors Associated ◽  
Individual Household

Background. Child marriage is a major public health problem globally, and the prevalence remains high in sub-Saharan African countries, including Mali. There is a dearth of evidence about factors associated with child marriage in Mali. Hence, this studyaimed at investigating the individual/household and community-level factors associated with child marriage among women in Mali. Methods. Using data from the 2018 Mali Demographic and Health Survey, analysis was done on 8,350 women aged 18-49 years. A Chi-square test was used to select candidate variables for the multilevel multivariable logistic regression models. Fixed effects results weree xpressed as adjusted odds ratios (aOR) at 95% confidence intervals (CI). Stata version 14 software was used for the analysis. Results. The results showed that 58.2% (95% CI; 56.3%-60.0%) and 20.3% (95%; 19.0%-21.6%) of women aged 18-49 years were married before their 18th and 15th birthday, respectively. Educational status of women (higher education: aOR = 0.25 , 95% CI; 0.14-0.44), their partner’s/husband’s educational status (higher education: aOR = 0.64 , 95% CI; 0.47-0.87), women’s occupation (professional, technical, or managerial: aOR = 0.50 , 95% CI; 0.33-0.77), family size (five and above: aOR = 1.16 , 95% CI; 1.03-1.30), and ethnicity (Senoufo/Minianka: aOR = 0.73 , 95% CI; 0.58-0.92) were the identified individual/household level factors associated with child marriage, whereas region (Mopti: aOR = 0.27 , 95% CI; 0.19-0.39) was the community level factor associated with child marriage. Conclusions. This study has revealed a high prevalence of child marriage in Mali. To reduce the magnitude of child marriage in Mali, enhancing policies and programs that promote education for both girls and boys, creating employment opportunities, improving the utilization of family planning services, and sensitizing girls and parents who live in regions such as Kayes on the negative effects of child marriage is essential. Moreover, working with community leaders so as to reduce child marriage in the Bambara ethnic communities would also be beneficial.

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