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Classification Fertility Preference among Married Woman in East Java, Indonesia Using Naive Bayes Classification Rhea Rahma Adelina; Diah Indriani; Kuntoro
Indian Journal of Forensic Medicine & Toxicology Vol. 15 No. 3 (2021): Indian Journal of Forensic Medicine & Toxicology
Publisher : Institute of Medico-legal Publications Pvt Ltd

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37506/ijfmt.v15i3.15908

Abstract

Fertility preference have an important role in achieving birth rates. According to the most recent IndonesianDemography and Health Survey, 2017, total fertility rate in east java has reached target of 2.1 children butthe desired birth rate has increased from 2.0 to 2.1 children. This study examines classification of fertilitypreference in east java, Indonesia using Naïve Bayes. Data come from Indonesia Demography and HealthSurvey (IDHS) 2017, which limited on 2569 married woman in east java. The findings show married womanthat have opportunity to having child again which have secondary complete education, work but have beenout for less than 7 days, have middle wealth index, stay in rural, have age between 25 – 34 old, have moreboys than girl and not using contraception.
INDEPENDENT FAMILY PLANNING IN RURAL AND URBAN AREAS GRESIK DISTRICT Yuly Sulistyorini; Nunik Puspitasari; Diah Indriani; Rachmah Indawati
UNEJ e-Proceeding Proceeding of 1st International Conference on Medicine and Health Sciences (ICMHS)
Publisher : UPT Penerbitan Universitas Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Based on the results of IDHS 2012 showed for thefirst time for 7 times IDHS since 1987, Indonesia TFR(Total Fertility Rate) figures currently show adownward trend, but settled (stagnant) in the figureof 2.6 per woman until 2012. [1] The IDHS resultscan be seen in Figure 1.Figure 1. Tren TFR Indonesia, 1991 – 2012 (IDHS 2012)Figure 1. shows that the TFR of 2.6, which meansthat every woman until the end of her reproductivelife on average have 2.6 children. It has the potentialoccurrence of higher birth rates in the comingdecades. Results Demographic and Health Survey2012 showed that the TFR in East Java today hasincreased rather than IDHS 2007 of from 2.1 to2.3.[2] Considering this, the family planning programneeds serious attention, given the increase ofpopulation in Indonesia requires the setting andsubsistence good and decent. The success in theimplementation of family planning programs isinfluenced by several factors. Presence Extension FPand the support of government / local governmentsis crucial. Besides the role of the public to participatedirectly in the program is also a key to the success ofthe program. Participation of the community asparticipants in the program experienced afluctuating conditions, when at this time arerequired to be more independent in getting familyplanning services. Funding for family planningservices should be paid by the communitiesthemselves. On the other hand, after the economiccrisis hit the country, resulting in the price of goodshas increased and lower purchasing power. Thisgives a huge impact on society, especially inspending money and setting priorities in thehousehold. This will lead to two possibilities weredone by the people, namely, the first is a higherincidence of drop-out users of contraceptives andthe second is a change in use of contraceptives fromeffective to ineffective. Moreover, the existence ofsubsidies for contraceptives at this time is verylimited. FP independently be one option for peoplewho want use FP including for people in rural andurban areas. Conditions rural and urban havedifferent characteristics. The rural tends to beholding culture / customs, do not easily accept newthings, facilities and infrastructure is not as completeas in urban area, education is still relatively low. [3]Gresik district is one of district in East Java with theachievements of TFR were categorized high at 2.20in 2012. Even in 2013 based on data reportsacceptors in East Java Legislative BKKBN (2013) theaddition of new family planning acceptors is quitelow at 15 % compared to other districts.Therefore, it is necessary to study the conditions ofrural and urban communities in Gresik inIndependent Family Planning (FP).
Penerapan Regresi Panel Dalam Mengetahui Pengaruh Kematian Ibu Rhea Rahma Adelina; Diah Indriani
Jurnal Ilmiah Kesehatan Media Husada Vol 6 No 1: April
Publisher : LPPMK STIKES Widyagama Husada

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (228.528 KB) | DOI: 10.33475/jikmh.v6i1.66

Abstract

Penggunaan regresi panel saat ini banyak digunakan dalam bidang ekonomi, contohnya untuk melihat dinamika pendapatan, survey pendapatan dan partisipasi program ekonomi dan lain-lain. Pada bidang kesehatan, masih sedikit yang menggunakan analisis ini salah satunya adalah penelitian untuk melihat pengaruh pelayanan kesehatan bayi terhadap angka kematian bayi di Banten. Oleh karena penggunaan regresi panel yang sedikit untuk penelitian dibidang kesehatan maka akan diterapkan analisis regresi panel pada bidang kesehatan. Dalam pengaplikasian regresi panel yang diinginkan, studi kasus yang diambil adalah mengenai kematian ibu. Penelitian ini menggunakan data jumlah kematian ibu, eklamsi, partus lama, perdarahan hamil, perdarahan persalinan, infeksi, perdarahan nifas, cakupan k1 k4, anemia dan penolong persalinan oleh tenaga kesehatan di 38 kabupaten/kota Provinsi Jawa Timur selama periode 2009 – 2014 yang didapatkan dari Dinas Kesehatan Provinsi Jawa Timur. Analisis regresi panel pada penelitian ini dibantu oleh aplikasi komputer. Hasil penelitian ini adalah diketahui variabel independen yang mempengaruhi yaitu eklamsi dan partus lama dengan nilai R-Square sebesar 82,9%. Hal ini berarti bahwa kemampuan menjelaskan variabel independen terhadap dependen sebesar 82,9%. Kesimpulan pada penelitian ini menunjukkan bahwa model terbaik regrsi panel dalam menjelaskan jumlah kematian ibu tinggi adalah dengan fixed effect model dan variabel yang berpengaruh dalam jumlah kematian ibu di Provinsi Jawa Timur yaitu eklamsi dan partus lama.
Determinants of Cesarean Section Decision in Indonesia: A Systematic Review Devy, Shrimarti Rukmini; Diah Indriani; Budi Prasetyo; Hari Basuki Notobroto; Lutfi Agus Salim; Muhammad Ardian Cahya Laksana; Nafiatus Sintya Deviatin
Jurnal Promkes: The Indonesian Journal of Health Promotion and Health Education Vol. 12 No. 1 (2024): Jurnal Promkes: The Indonesian Journal of Health Promotion and Health Educatio
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jpk.V12.I1.2024.129-138

Abstract

Background: Cesarean section delivery should be chosen if there are certain medical indications. However, the trend of childbirth by cesarean section shows a high increase in Indonesia. Complications of childbirth after cesarean section are higher compared to normal childbirth, this condition can endanger the health and safety of the mother and baby. Aims: to determine the determinants of cesarean section decisions in Indonesia. Method: this study is a systematic review using PRISMA, a database search via Google Scholar, PubMed, and ScienceDirect, keywords are adjusted to the topic discussed. Results: 13 articles were reviewed that were relevant to the research topic. Determinants of cesarean section decisions are medical indication including age, parity, pregnancy complications (hypertension and pre-eclampsia), history of delivery (cesarean section history), and labor complications (premature rupture of membranes and fetal distress) and by choice (own request) including residence in urban areas and employment. Conclusion: Interventions such as education, counseling, and others using appropriate communication, information, and education media, cooperation, and collaboration with academics and nongovernment organizations are needed in carrying out interventions.