scholarly journals Prediksi Pencapaian Target Peserta Keluarga Berencana Pasca Persalinan Menggunakan Algoritma Backpropagation

Author(s):  
Stefani Putri ◽  
Y Yuhandri ◽  
Gunadi Widi Nurcahyo

Population growth in Indonesia continues to increase, so the government makes a program to control the rate of growth of the population, namely the Family Planning Program (KB). The implementation of family planning also has another objective, namely to reduce the risk of maternal death after childbirth. To measure the level of increasing target achievement of postpartum family planning participants. So that it can be a reference for the DPPKBP3A in carrying out the postpartum family planning program. Data from the Population Control, Family Planning, Women Empowerment and Child Protection (DPPKBP3A) District Lima Puluh Kota data processed in this study is data on the achievement of postpartum family planning participants from 2018 to 2020. Data processing uses the Backpropagation algorithm through several stages, namely the stage initialization, activation stage, weight training (weight change) and iteration stage. One of the results obtained from the calculation is the comparison of the target with the output gradient error in Suliki District in 2018, namely the target of 0.11311 and the result of the error gradient output is -0.1171. The prediction results obtained from this process become a reference for the Population Control, Family Planning and Women Empowerment and Child Protection Agency (DPPKBP3A) of District Lima Puluh Kota to implement the implementation of postpartum family planning programs to the community the following year.

Author(s):  
Stefani Hardiyanti Putri ◽  
Y Yuhandri ◽  
Gunadi Widi Nurcahyo

Population growth in Indonesia continues to increase, so the government makes a program to control the rate of growth of the population, namely the Family Planning Program (KB). The implementation of family planning also has another objective, namely to reduce the risk of maternal death after childbirth. To measure the level of increasing target achievement of postpartum family planning participants. So that it can be a reference for the DPPKBP3A in carrying out the postpartum family planning program. Data from the Population Control, Family Planning, Women Empowerment and Child Protection (DPPKBP3A) District Lima Puluh Kota data processed in this study is data on the achievement of postpartum family planning participants from 2018 to 2020. Data processing uses the Backpropagation algorithm through several stages, namely the stage initialization, activation stage, weight training (weight change) and iteration stage. One of the results obtained from the calculation is the comparison of the target with the output gradient error in Suliki District in 2018, namely the target of 0.11311 and the result of the error gradient output is -0.1171. The prediction results obtained from this process become a reference for the Population Control, Family Planning and Women Empowerment and Child Protection Agency (DPPKBP3A) of District Lima Puluh Kota to implement the implementation of postpartum family planning programs to the community the following year.


2019 ◽  
Vol 12 (2) ◽  
Author(s):  
Ayu Aminatussyadiah ◽  
Aris Prastyoningsih

AbstrakUpaya penurunan AKI serta peningkatan derajat kesehatan ibu merupakan salah satu prioritas utama dalam penanganan bidang kesehatan.pelayanan KB tidak hanya untuk pengendalian penduduk namun dapat berkontribusi dalam meningkatakan kesehatan ibu dan bayi. Sehingga dikatakan bahwa program keluarga berencana merupakan kunci pencapaian sasaran Pembangunan MDGs. Tujuan penelitian ini adalah untuk mengetahui hubungan antara umur, pendidikan dan tempat tinggal dengan penggunaan kontrasepsi pada WUS di Indonesia. Penelitian ini menggunakan pendekatan cross-setional dengan menggunakan teknik total sampling. Jumlah sampel dalam penelitian ini adalah 49.627 WUS di seluruh Indonesia. Hasil penelitian ini  menunjukkan variabel yang mempengaruhi penggunaan kontrasepsi pada WUS adalah, tingkat pendidikan (p = 0,023), daerah tempat tinggal (p = 0,000). Sedangkan faktor yang tidak berhubungan dengan pemilihan kontrasepsi adalah faktor umur (p value = 0,303).Kesimpulan dari penelitian ini adalah, tingkat pendidikan dan daerah tempat tinggal mempengaruhi penggunaan kontrasepsi pada WUS. Karena itu pemerintah melalui Badan Kependudukan dan Keluarga Berencana Nasional (BKKBN) tetap memperhatikan program keluarga berencana dan memastikan setiap masyarakat untuk menerapkan program keluarga berencana, serta mendidik dan mempromosikan program keluarga berencana untuk menyelesaikan permasalahan penduduk.Kata Kunci : umur, pendidikan, tempat tinggal, pemilihan kontrasepsi, wanita usia suburFactors That Influence Use of Contraception in Fertile Age Women in Indonesia(Data Analysis of Indonesia Demographic and Health Survey 2017) AbstrackEfforts to reduce MMR and improve maternal health are one of the main priorities in the handling of the health sector. Family planning services are not only for population control but can contribute to improving maternal and infant health. So it is said that the family planning program is the key to achieving the MDGs Development goals. The purpose of this study was to determine the relationship between age, education and residence with the use of contraception in WUS in Indonesia. This study uses a cross-sectional approach using total sampling techniques. The number of samples in this study were 49,627 WUS throughout Indonesia. The results of this study indicate the variables that influence the use of contraception in WUS are, education level (p = 0.023), area of residence (p = 0,000). While the factors that are not related to the choice of contraception are the age factor (p value = 0.303). The conclusion of this study is that the level of education and the area of residence affects the use of contraception in WUS. Therefore, the government through the National Population and Family Planning Agency (BKKBN) keeps paying attention to the family planning program and ensures every community to implement the family planning program, as well as educating and promoting family planning programs to resolve population problems.  Keywords: age, education, residence, contraception selection, women of childbearing age


2020 ◽  
Vol 10 (1) ◽  
pp. 92-101
Author(s):  
Ilham Syahputra ◽  
Hidayat Hidayat ◽  
Ratih Baiduri

This study aims to find out how to implement a program to increase the use of vasectomy contraception, to identify the implementation of vasectomy contraceptive services and to know the role and function of stakeholders in the implementation of vasectomy contraceptive use policies. This research was conducted through a qualitative research with a descriptive approach conducted in Tanjung Morawa Sub-District, Deli Serdang Regency. The research informants were determined by purposive sampling technique by involving the Department of Family Planning program manager in Deli Serdang District, family planning counselors, family planning cadres and acceptors (users) of vasectomy contraception. Research data collection were done through interviews, observation and documentation studies. The results indicates that the management of family planning programs was based on the mandate of Law No. 52/2009 where the government through the National Population and Family Planning Agency (BKKBN) carries out the function of controlling population and organizing family planning (KB) programs. In managing the vasectomy family planning program in Tanjung Morawa Sub-district, Deli Serdang Regency, there were several parties that have an important role in disseminating information and facilitating vasectomy services such as the Population Control Office, Family Planning and Women's Empowerment, Deli Serdang Regency Child Protection, Family Planning Extension, Family Planning Motivators and Family Planning Cadres. Strategy of vasectomy service for free, mobile services as well as the provision of incentives for vasectomy acceptors were able to attract men’s interest  to be involved in family planning programs as users of vasectomy contraception.


Author(s):  
Baochang Gu

AbstractThis commentary is intended to take China as a case to discuss the mission of the family planning program under low fertility scenario. After a brief review of the initiation of family planning program in the 1970s, as well as the reorientation of family planning program since ICPD in 1994, it will focus on the new mission for the family planning program under low fertility scenario in the twenty-first century, in particular concerning the issue of induced abortion among the others. Given the enormous evidence of unmet needs in reproductive health as identified in the discussion, it is argued that family planning programmes are in fact even more needed than ever before under low-fertility scenario, and should not be abandoned but strengthened, which clearly has nothing to do to call back to the program for population control in the 1970s–1980s, and nor even go back to the program for “two reorientations” in the 1990s, but to aim to serving the people to fulfill their reproductive health and reproductive rights in light of ICPD and SDGs, and to become truly integral component of “Healthy China 2030” Strategy.


2014 ◽  
Vol 73 (2) ◽  
pp. 471-492 ◽  
Author(s):  
Rebecca Jane Williams

This article examines family planning during the Emergency in India, drawing upon the archive of the Shah Commission of Inquiry. It aims, primarily, to understand why family planning became such an important point of state intervention during the Emergency, when millions were sterilized. I argue that family planning was intended as a technocratic fix for the problem of poverty and that, although the family planning program existed before the Emergency, it received a fillip through Indira Gandhi's Emergency-era push for poverty eradication thanks to the established position of population control as a prerequisite for economic development. Secondly, it aims to understand how the Emergency and sterilization have become conflated in popular memory, such that the driving forces of poverty eradication and economic development have dropped out of the story altogether. The link between poverty eradication and population control has been forgotten, and a narrative of arbitrary family planning “excess” endured.


2018 ◽  
Vol 7 (1) ◽  
Author(s):  
Anggie P Putri

Abstract: Attitude, Subjective Norm, Behaviour Control, Family Planning, Behaviour To Undergo Family Planning. This study aims to identify the influences of attitude, subjective norm, behaviour control and intention to attend Family Planning program using Theory of Planned Behaviour. The frame of this theory is tested to analize the influences of the constrution of this study, the understanding of attitude, subjective norm, behaviour control, intention to attend a program set by the government to controlling the population. Data collection was done by giving the questionnaire to 109 respondents who were undergoing Family Planning program in Jetiskarangpung, Sragen, Central Java Indonesia; but there are 100 valid questionnaires. The data is analized using T-test and then the variabels are analized using multiple Regression. The findings of this study shows that attitude (sig. 0,006), subjective norm (sig. 0,002), behaviour control (sig 0,012) gives significant influence of the intention to undergo the Family Planning program. This findings is aline with the philosphy within Theory of Planned Behaviour.


Mahakim ◽  
2019 ◽  
Vol 3 (1) ◽  
Author(s):  
Nastangin Nastangin

The Family Planning Program handled by the National Population and Family Planning Agency (BKKBN) is a form of human effort in order to overcome population problems through population control with the aim of creating a prosperous and happy family. In Indonesia, vasectomy and tubectomy is one of the contraceptives in the National Family Planning Program, considered the only safe method for family planning for men and women, can be trusted to limit offspring. Vasectomy is a family planning method for men through small surgery to cut and bind both sperm cell channels. Whereas tubectomy is sterilization for women, by cutting both the cell lines of the egg (tubal palupi) and closing them so that the egg cannot get out and the sperm cells cannot enter to meet the egg, so pregnancy does not occur. The purpose of this paper is to find out how vasectomy and tubectomy are in the perspective of Maqasid al-Syari'ah. This writing uses the Maqasid al-Syari'ah approach by explaining the nature and wisdom of its formal object. The conclusion of this paper is that limitation of offspring by vasectomy / tubectomy can be allowed in an emergency (emergency) with the aim of achieving benefit in accordance with the objectives of Islamic law (Maqasid al-Syari'ah), one of which is to protect the soul and offspring.


Stanovnistvo ◽  
1999 ◽  
Vol 37 (1-4) ◽  
pp. 163-184
Author(s):  
Mirjana Rasevic

This paper is made up of three parts. The first part provides an analysis of the family planning program adopted by the Government of Serbia in early 1998. In addition to the targets, measures and the institutional basis of the activities envisaged by the program, attention is also given to the evaluation of the document itself. It is highlighted that formulation of the elements of the family planning program and their adoption constitute only the first step and that the success of the program shall largely depend on the manner of its operationalization, and particularly, on the implementation of the proposed measures and activities. In the first part of the paper, the author also asserts that the document adopted neither included the points of particular interest nor the specific conditions for implementing the program-related activities in the context of rural population. Hence, the second and the third parts discuss the research findings regarding rural population of Serbia and the pragmatic experience acquired by other countries in carrying out similar activities. The information gathered in the 1990s by means of questionnaires conducted in low and high-fertility regions was analyzed to highlight the need for implementing the program in rural population and to assess the prospects of the program-related efforts pertaining to a change in reproductive behavior. The summary experience gained in implementing family planning programs in other countries, and concretization of different elements of the activities undertaken was observed from the point of view of the need to operationalize family planning programs in Serbia.


2020 ◽  
Vol 1 (2) ◽  
pp. 225-240
Author(s):  
Sinta Oktavina

In minimizing population growth that occurs in Indonesia one of them can be done with a family planning program (KB) that has been carried out by the government. In accordance with the framework and ideals of the Indonesian people listed in the opening of the 1945 Constitution. The purpose of the study was to describe the implementation of improving population control through family planning programs in Semarang District in terms of Article 4 Paragraph (1) of the Central Java Regional Regulation No. 6 of 2013 and Knowing the supporting and inhibiting factors in overcoming population control through family planning programs in Semarang Regency. This legal research method uses a qualitative approach with a type of socio-legal research. The results of the study were obtained that (1) The implementation of family planning programs in Semarang Regency was carried out well from the central level to the field. The Office of PP, PA, and KB carry out regulations related to family planning programs which are the vision of the Regent. By communicating, providing information and education to the community and providing socialization and coordination in the implementation of family planning. (2) The supporting factor is the regulation on the implementation of family planning; there is reliable medical personnel. As for the inhibiting factors, not all communities accept the existence of a family planning program; community culture that is still strongly attached to each individual community. The conclusion is that the success of family programs goes very well and cannot be separated from community participation. So that it can be seen from the number of babies born can be reduced from 14,127 in 2015 and 13,328 in 2016 which are spread from 19 districts in Semarang Regency.  


2020 ◽  
Vol 20 (2) ◽  
pp. 323-332
Author(s):  
Nurmala HAK

This research’s purpose is to know how is the implementation of Family Planning by the office of population control and family planning, women empowerment and child protection, for reaching a prosperous family, balanced population growth, two healthy kids (DAHSAT) in Indralaya Sub-district, OganIlir District, and also to know about the success that has been done by the office of population control and family planning in Indralaya Sub-district, such as come directly to the field (jemput bola) by using dedicated car (mobilkeliling), held a family planning counseling training for health workers and village hall workers, which the goals are to be able to give good service towards family planning acceptor achievement in Indralaya Sub-district, and mainly for achievement of family planning participants that using a contraception device MKJP and NON MKJP. This research used a descriptive research method with qualitative approach, expectedly be able to examine the achieved strategy in implementation of family planning such as by family planning counseling training in Indralaya Sub-district, OganIlir District. Based on the research’s result, the amount of family planning acceptors in year 2017 – 2019 showed a success attempt, this all been done by family planning counselling implementation called communication, information, and education (KB KIE) and also doing some coachings that called by the name of Tribina, Bina Balita, Bina Remaja, Bina Lansia, in Indralaya Sub-district, but in practice it is not maximally deliver good result, because of the limited number of trained counselling workers and the lacks of equipment required, the family planning counselling also has been done in parallel with Integrated Healthcare Center (Posyandu) activities and other related activites.


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