Analyzing Social Trend Towards Girl Child in India: A Machine Intelligence-Based Approach

Author(s):  
Sirshendu Hore ◽  
Tanmay Bhattacharya
2020 ◽  
Vol 11 (01) ◽  
Author(s):  
Letticia Ikiomoye Beredugo ◽  
Awoniyi Babafemi Adeyanju ◽  
Maureen Bunadoumene Nkamare ◽  
Binaebi Amabebe

The practice of early marriage for women remains rampant in developing nations around the world today, and it is a major problem contributing to maternal ill health and death in Nigeria. It has consequence on both social and health of not only the girl child but the children born to these young mothers. The aim of the study is to identify the determinant factors and health implications of early marriage on the girl-child in Otuan Community, Bayelsa State, Nigeria. A descriptive study was done using a descriptive cross-sectional survey type of design, One hundred and thirteen (113) respondents were recruited for the study. A self-developed pilot tested questionnaire was used to collect data from the respondents. The instrument was face validated by three experts in the field of Nursing and research; reliability was established using the test retested method and a retest coefficient of 0.82 was arrived at; and data generated were analysed. The study found that; majority of the respondents identified poverty/economic hardship, tradition and culture of the people, area of settlement, peer group and parental neglect as determinant factors that influences early girl-child marriage. The respondents also identified maternal and infant death, sexually transmitted diseases, child disability, prolonged sickness after birth and psychosocial problems as health implication of early girl-child marriage. The study further revealed that the girls had experienced excessive bleeding, anaemia, and prolonged/obstructed labour as complications during pregnancy. The study found that increased educational attainment among girls, risks, change of cultural norms that support early child marriage, and provision of economic opportunities for girls and their families as ways of preventing early girl-child marriage. it is recommended that proper education of girls and parents on the associated risk of early girl-child marriage and formulation of laws and policies to protect adolescent is advocated.


2020 ◽  
Vol 1 (2) ◽  
pp. 93-113
Author(s):  
Obert Bernard Mlambo ◽  

This article examined attitudes, knowledge, behavior and practices of men and society on Gender bias in sports. The paper examined how the African female body was made into an object of contest between African patriarchy and the colonial system and also shows how the battle for the female body eventually extended into the sporting field. It also explored the postcolonial period and the effects on Zimbabwean society of the colonial ideals of the Victorian culture of morality. The study focused on school sports and the participation of the girl child in sports such as netball, volleyball and football. Reference was made to other sports but emphasis was given to where women were affected. It is in this case where reference to the senior women soccer team was made to provide a case study for purposes of illustration. Selected rural community and urban schools were served as case references for ethnographic accounts which provided the qualitative data used in the analysis. In terms of methodology and theoretical framework, the paper adopted the political economy of the female body as an analytical viewing point in order to examine the body of the girl child and of women in action on the sporting field in Zimbabwe. In this context, the female body is viewed as deeply contested and as a medium that functions as a site for the redirection, profusion and transvaluation of gender ideals. Using the concept of embodiment, involving demeanor, body shape and perceptions of the female body in its social context, the paper attempted to establish a connection between gender ideologies and embodied practice. The results of the study showed the prevalence of condescending attitudes towards girls and women participation in sports.


1990 ◽  
Author(s):  
Raymond Scanlon ◽  
Mark Johnson
Keyword(s):  

Author(s):  
Tausifa Jan Saleem ◽  
Mohammad Ahsan Chishti

The rapid progress in domains like machine learning, and big data has created plenty of opportunities in data-driven applications particularly healthcare. Incorporating machine intelligence in healthcare can result in breakthroughs like precise disease diagnosis, novel methods of treatment, remote healthcare monitoring, drug discovery, and curtailment in healthcare costs. The implementation of machine intelligence algorithms on the massive healthcare datasets is computationally expensive. However, consequential progress in computational power during recent years has facilitated the deployment of machine intelligence algorithms in healthcare applications. Motivated to explore these applications, this paper presents a review of research works dedicated to the implementation of machine learning on healthcare datasets. The studies that were conducted have been categorized into following groups (a) disease diagnosis and detection, (b) disease risk prediction, (c) health monitoring, (d) healthcare related discoveries, and (e) epidemic outbreak prediction. The objective of the research is to help the researchers in this field to get a comprehensive overview of the machine learning applications in healthcare. Apart from revealing the potential of machine learning in healthcare, this paper will serve as a motivation to foster advanced research in the domain of machine intelligence-driven healthcare.


Author(s):  
Neelanjali Jaiswal ◽  
Amit Gautam

Nowadays business is not just for profit making. Rather, business houses across the globe are realizing their stake in the society and hence they have started undertaking various CSR initiatives voluntarily. As per the clause 135 of the Companies Act, 2013 any company having a turnover of Rs 1000 crore or more or a net worth of Rs 500 crore or more or a net profit of Rs 5 crore or more should mandatorily spend at least 2% of their net profits per fiscal year on various CSR activities. Presently in India, CSR initiatives are taken by many companies. Especially, in the FMCG companies where reducing the packaging material is posing a major challenge. Hence, these companies are working in the field of environment, community welfare, health care, education, women's empowerment and girl child care. The present study explores the existing literature available on Corporate Social Responsibility. The contribution of various renowned researchers towards CSR, starting from the first definition given by Bowen (1953), has lead to the development of existing concept of CSR. Further, the study also elaborates upon the various CSR initiatives taken by the two leading Indian FMCG companies: Dabur India Limited and Hindustan Uniliver Limited in different areas.


2015 ◽  
Vol 4 (1and2) ◽  
Author(s):  
Abdul Azeez E.P. ◽  
Amit Poonia

Rajasthan State is one of the hotspots of child marriages in India. A large number of children especially girl child get married before attaining the legal age and even before the occurrence of physical maturity. The magnitude of the age-old tradition has decreased in many regions in comparison to the last decade of 20th century. But still the diminishment of the child marriage is not promising and it exists as one of the major social concerns. The very existence of child marriage has multifaceted effects on the individuals who victimized for it. The glaring gender disparity and gender biased issues are also one of the products of early marriages.


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