Abstract
Material health is associated with many physical and social factors and may be considered as having direct effect on women health. A sexually active woman in the age of 20–45 is potentially capable of giving a birth. Intention of having fewer children and regulation of fertility are increasing in women and men of reproductive age. Understanding the method of child spacing and birth control is important to improve family planning services. Use of Contraception method is considered as the direct factor which determines the fertility and one of the most important prediction factors of transition of fertility. The aim of this paper is in twofold. The first objective is to analyze the use of methods of contraception among all the women and the factors or attributes which influence the use of methods, second to predict contraceptive method which is best suitable for women.
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References
Chaurasia, A.R., Gulati, S.C.: India: the State of Population 2007, Government of India. National Population Commission and Oxford University Press, New Delhi, India (2008)
Chaurasia, A.R., Singhm, R.: Forty years of planned family planning efforts in India. In: Proceedings of the 2013 IUSSP International Population Conference, Bussan, Republic of Korea, (2013)
International Institute for Population Sciences.: District Level Household and Facility Survey (DLHS-3), 2007–08, IIPS, Mumbai, India (2010)
https://www.kaggle.com/faizunnabi/contraceptive-method-choice
Lim, T.S., Loh, W.Y., Shih, Y.S.: A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms. Mach. Learning. Forthcom. (1999)
Davis, K., Blake, J.: Social structure and fertility: an analytical framework. Econ. Cult. Chang. 4, 211–235 (1956)
Chaurasia, A.R.: Contraceptive use in India: a data mining approach. Int. J. Popul. Res. Article ID 821436. doi: https://doi.org/10.1155/2014/821436 (2014)
Al Kibria, G.M., Hossen, S., Barsha, R.A.A., Sharmeen, A., Paul, S.K., Uddin, S.I.: Factors affecting contraceptive use among married women of reproductive age in Bangladesh. J. Mol. Stud. Med. Res. (2016)
Manortey, S., Lotsu, P.: Factors affecting contraceptive use among reproductive aged women: a case study in Worawora township, ghana. J. Sci. Res. Rep. (2017)
Obwoya, J.G., Wulifan, J.K., Kalolo, A.: Factors influencing contraceptives use among women in the Juba city of South Sudan. Int. J. Popul. Res. (2018)
Solanke, B.L.: Factors influencing contraceptive use and non-use among women of advanced reproductive age in Nigeria. J. Health, Popul. Nutr. (2017)
Adeyemi, A.S., Olugbenga-Bello, A.I., Adeoye, O.A., Salawu, M.O., Aderinoye, A.A., Agbaje, M.A.: Contraceptive prevalence and determinants among women of reproductive age group in Ogbomoso, Oyo State, Nigeria. Open Access Sci. Med. Res. (2016). Devo Press
Thulaseedharan, J.V.: Contraceptive use and preferences of young married women in Kerala, India. Open Access Sci. Med. Res. (2018). Devopress
Nsubuga, H., Sekandi, J.N., Sempeera, H., Makumbi, F.E.: Contraceptive use, knowledge, attitude, perceptions and sexual behavior among female University students in Uganda: a cross-sectional survey. BMC Women’s Health. 16 (2016). Article number 6
Beson, P., Appiah, R., Adomah-Afari, A.: Modern contraceptive use among reproductive-aged women in Ghana: prevalence, predictors, and policy implications. BMC Women’s Health 18 (2018). Article number: 157
Kavanaugh, M.L., Jerman, J.: Contraceptive method use in the United States: trends and characteristics between 2008, 2012 and 2014. (2017). Elsevier
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Rupali, S., Jagdish, B. (2020). Analyses of Factors Influencing Contraceptive Methods and Predicting the Use of Method of Contraception. In: Bansal, J., Gupta, M., Sharma, H., Agarwal, B. (eds) Communication and Intelligent Systems. ICCIS 2019. Lecture Notes in Networks and Systems, vol 120. Springer, Singapore. https://doi.org/10.1007/978-981-15-3325-9_14
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DOI: https://doi.org/10.1007/978-981-15-3325-9_14
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