Do Laboratory Biomarkers Predict Survival in Severe Covid-19? A Cross-Sectional Study

Bahadur, S. Asath; Rahim, Fawad; Amin, Sakib Bin; Mohammad, Noor; Gul, Huma; Mahmood, Afsheen; Usman, Muhammad; Ullah, Raza; Shahab, Khalid

doi:10.55519/jamc-04-s4-9007

Cited by 1 publication

(1 citation statement)

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“…This was supported by various studies [50,65,66]. Women in South and South-East Asia have gained a better understanding of modern contraceptive methods as a result of proper media use, resulting in a decrease in unmet needs [67,68]. In addition, women in Pakistan [50], the Philippines [67], India [69], and Mali [70] are more likely to have access to contraceptive uptake if they get adequate media exposure than women who don't.…”

Section: Plos Onementioning

confidence: 95%

Women empowerment domains and unmet need for contraception among married and cohabiting fecund women in Sub-Saharan Africa: A multilevel analysis based on gender role framework

Habte,

Tamene,

Bogale

2023

PLoS ONE

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Background Low women empowerment, is a known contributing factor to unmet needs for contraception by limiting access to health services through negative cultural beliefs and practices. However, little is known about the association between unmet needs and domains of women empowerment in Sub-Saharan African (SSA) countries. Hence, this study aimed at assessing the influence of women empowerment domains on the unmet need for contraception in the region using the most recent Demographic and Health Survey (DHS) data (2016–2021). Methods The data for the study was derived from the appended women’s (IR) file of eighteen SSA countries. A weighted sample of 128,939 married women was analyzed by STATA version 16. The Harvard Institute’s Gender Roles Framework, which comprised of influencer, resource, and decision-making domains was employed to identify and categorize the covariates across three levels. The effects of each predictor on the unmet need for spacing and limiting were examined using a multivariable multilevel mixed-effect multinomial logistic regression analysis. Adjusted relative risk ratio (aRRR) with its corresponding 95% confidence interval was used to declare the statistical significance of the independent variables. Results The pooled prevalence of unmet needs for contraception was 26.36% (95% CI: 24.83–30.40) in the region, with unmet needs for spacing and limiting being 16.74% (95% CI: 16.55, 17.02) and 9.62% (95% CI: 9.45, 12.78), respectively. Among variables in the influencer domain, educational level, family size of more than five, parity, number of children, attitude towards wife beating, and media exposure were substantially linked with an unmet need for spacing and limiting. Being in the poorest wealth quintile and enrollment in health insurance schemes, on the other hand, were the two variables in the resource domain that had a significant influence on unmet needs. The overall decision-making capacity of women was found to be the sole significant predictor of unmet needs among the covariates in the decision-making domain. Conclusion Unmet needs for contraception in SSA countries were found to be high. Reproductive health program planners and contraceptive service providers should place due emphasis on women who lack formal education, are from low-income families, and have large family sizes. Governments should collaborate with insurance providers to increase health insurance coverage alongside incorporating family planning within the service package to minimize out-of-pocket costs. NGOs, government bodies, and program planners should collaborate across sectors to pool resources, advocate for policies, share best practices, and coordinate initiatives to maximize the capacity of women’s decision-making autonomy.

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