Ditemukan 7 dokumen yang sesuai dengan query :: Simpan CSV
Aprida Sopiani; Pembimbing: Rita Damayanti; Penguji: Iwan Ariawan, Sabarinah Prasetyo, Florisa Julian, Inti Mudjiati
T-4594
Depok : FKM-UI, 2016
S2 - Tesis Pusat Informasi Kesehatan Masyarakat
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Iksanatun Fadila Oktabriani; Pembimbing: Pandu Riono; Penguji: Sudarto Ronoatmodjo, Rahmadewi
S-8201
Depok : FKM UI, 2014
S1 - Skripsi Pusat Informasi Kesehatan Masyarakat
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Kessa Ikhwanda; Pembimbing: Dian Ayubi; Penguji: Rita Damayanti, Tri Krianto, Mirdat Silitonga, Muhammad Yusuf
Abstrak:
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Target pemenuhan pengunaan kontrasepsi modern menjadi indikator keberhasilan keluarga berencana dalam capaian Modern Contraceptive Prevalence Rate (mCPR). Kecamatan Meuraxa, Kota Banda Aceh memiliki capaian mCPR rendah yaitu 42,40% yang berarti bahwa sedikit WUS menggunakan kontrasepsi modern dalam pengaturan kehamilan. Penelitian ini bertujuan mengindentifikasi determinan penggunaan kontrasepsi modern pada WUS yang sudah menikah di Kecamatan Meuraxa Kota, Banda Aceh tahun 2025. Penelitian kuantitatif melalui desain cross sectional dengan 300 responden secara acak pada WUS yang sudah menikah di Kecamatan Meuraxa. Responden mengisi kueisioner mandiri secara online, dianalisis menggunakan uji chi square dan regresi logistik ganda. Sebanyak 48% WUS menggunakan kontrasepsi modern dan unmet need mencapai 34,67%. Kontrasepsi paling banyak digunakan non MKJP terutama jenis pil dan suntik. Paritas, pengetahuan, sikap, norma subjektif, dan persepsi kontrol perilaku merupakan variabel yang berhubungan dengan penggunaan kontrasepsi modern. Pemodelan multivariat didapatkan paritas, sikap, norma subjektif, dan persepsi kontrol perilaku signifikan terhadap penggunaan kontrasepsi modern (R square = 0,285). Rekomendasi kepada DP3AKB untuk melakukan pembaharuan lembar balik untuk KIE KB, peningkatan keterampilan kader KB untuk KIE/ konseling, kerjasama penyuluh KB menargetkan TIAL dan IAT untuk menurunkan unmet need, dan kerjasama lintas sektor dengan KUA untuk sosialisasi menggunakan kontrasepsi modern dalam pengaturan kehidupan berkeluarga.
The target of modern contraceptive use is an indicator of the success of family planning in achieving the Modern Contraceptive Prevalence Rate (mCPR). Meuraxa sub-district, Banda Aceh city has a low mCPR with 42.40%, which means that few WUS use modern contraceptives. This study aims to identify the determinants of modern contraceptive use among married women in Meuraxa sub-district, Banda Aceh city in 2025. Quantitative research through cross-sectional with 300 respondents randomized to married WUS in Meuraxa District. Respondents filled out a self-report questionnaire online, analyzed using the chi square test and multiple logistic regression. A total of 48% of WUS used modern contraception and unmet need reached 34.67%. Most contraceptives used were non-MKJP, especially the types of pills and injections. Parity, knowledge, attitude, subjective norms, and perceived behavioral control are variables associated with modern contraceptive use. Multivariate modeling found that parity, attitude, subjective norms, and perceived behavioral control were significant to the modern contraceptive use (R square = 0.285). Recommendations to DP3AKB to update the flip sheet for KIE, improve the skills of kader KB for KIE/ counseling, target TIAL and IAT for reduce unmet need, and cross-sectoral cooperation with KUA to socialize of use modern contraceptives in family life.
T-7349
Depok : FKM UI, 2025
S2 - Tesis Pusat Informasi Kesehatan Masyarakat
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Nur Sholikah Putri Suni; Pembimbing: Asri C. Adisasmita; Penguji: Renti Mahkota, Sudarto Ronoatmodjo, Flourisa Juliaan
Abstrak:
Cakupan penggunaan kontrasepsi modern di Indonesia meningkat dari tahun ke tahun.Akan tetapi, cakupan penggunaan metode kontrasepsi jangka panjang (MKJP) masihjauh dari target yang diharapkan. Berdasarkan penelitian sebelumnya ditemukanbahwa kelompok berisiko tinggi akan cenderung untuk menggunakan kontrasepsimodern. Penelitian ini bertujuan untuk melihat pengaruh kelahiran berisiko tinggidengan penggunaan kontrasepsi modern khususnya metode kontrasepsi jangkapanjang (MKJP) dan mengetahui faktor lain yang mempunyai peran terhadappenggunaan kontrasepsi modern setelah mengalami kelahiran yang berisiko tinggi.Penelitian ini menggunakan desain cross sectional dengan analisis data SDKI 2007dan 2012. Sampel pada penelitian ini adalah wanita usia subur (15-49 th) yang pernahmelahirkan maksimal 5 tahun sebelum survei dilakukan. Hasil penelitian menunjukanbahwa prevalensi risiko tinggi 30,45%, risiko tinggi ganda 10,96% dan risiko tinggitunggal 19,49%. Prevalensi penggunaan kontrasepsi modern sebesar 68% dan palingbanyak menggunakan metode suntik. Sedangkan prevalensi penggunaan MKJP adalah8,73% dan yang paling banyak digunakan adalah metode IUD. Riwayat kelahiranberisiko tinggi tidak meningkatkan peluang penggunaan kontrasepsi modern secarakeseluruhan [PR 0,84; 95%CI: 0,817-0,861]. Terdapat peluang yang cukup besaruntuk menggunakan MKJP bagi mereka yang memiliki riwayat kelahiran risiko tinggiganda baik pada seluruh populasi [PR: 1,90 ;95%CI: 1,65-2,13] maupun pada populasipengguna kontrasepsi modern [PR: 1,46 ;95%CI: 1,29-1,64]. Populasi yangmenggunakan kontrasepsi modern, peluang terbesar untuk menggunakan MKJP bilaibu yang berisiko tinggi melakukan ANC di klinik bidan dan melakukan persalinan dirumah bersalin (RB) setingkat puskesmas. Oleh karena itu, disarankan untukmeningkatkan edukasi, promosi dan konseling terutama kepada wanita usia suburyang sudah memiliki riwayat melahirkan dengan risiko tinggi supaya dapat mencegahkelahiran berisiko.Kata kunci: Wanita Usia Subur (WUS), Kelahiran Berisiko Tinggi, KontrasepsiModern, MKJP, SDKI 2007 dan 2012
Coverage of modern contraceptive use in Indonesia increased from year to year.However, the scope of the use of long acting contraceptive system (LACS) is still farfrom the expected target. Based on previous study found that high-risk groups arelikely to use modern contraception. This study aimed to analyze the effect of high-riskbirths with the use of modern contraceptives, especially long acting contraceptivesystem (LACS) and determine other factors that have a value of interventions towardshigh-risk births variable relationship with the use of modern contraceptives. This studyused cross sectional design with IDHS 2007 and 2012. The sample in this study werewomen of reproductive age (15-49 years) who had delivered a maximum of 5 yearsprior to the survey. The results showed that the prevalence of high risk of 30.45%,10.96% double high risk and 19,49 single high risk. The prevalence of moderncontraceptive use by 68% and the most widely used injection method. While theprevalence of the use of LACS was 8.73% and the most widely used method of IUD.A history of high-risk births do not increase the probability of modern contraceptiveuse overall [PR 0.84; 95% CI: 0.817 - 0.861]. There are considerable opportunities touse the LACS for those who have a history of high-risk multiple births either in thewhole population [PR: 1.90; 95% CI: 1.65 - 2.13] and in a population of moderncontraceptive users [PR: 1,46; 95% CI: 1.29 to 1.64]. Population using moderncontraceptives, the biggest opportunity to use the LACS when high-risk mothers doANC at clinic midwife and deliver at the maternity hospital (RB) level health centers.Therefore, it is advisable to increase the education, promotion and counselingespecially to women of reproductive age who already have a history of delivering witha high risk in order to prevent the risk births.Keywords: Women of Reproductive Age, High-risk births, modern contraceptive,LACS, IDHS 2007 and 2012
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Coverage of modern contraceptive use in Indonesia increased from year to year.However, the scope of the use of long acting contraceptive system (LACS) is still farfrom the expected target. Based on previous study found that high-risk groups arelikely to use modern contraception. This study aimed to analyze the effect of high-riskbirths with the use of modern contraceptives, especially long acting contraceptivesystem (LACS) and determine other factors that have a value of interventions towardshigh-risk births variable relationship with the use of modern contraceptives. This studyused cross sectional design with IDHS 2007 and 2012. The sample in this study werewomen of reproductive age (15-49 years) who had delivered a maximum of 5 yearsprior to the survey. The results showed that the prevalence of high risk of 30.45%,10.96% double high risk and 19,49 single high risk. The prevalence of moderncontraceptive use by 68% and the most widely used injection method. While theprevalence of the use of LACS was 8.73% and the most widely used method of IUD.A history of high-risk births do not increase the probability of modern contraceptiveuse overall [PR 0.84; 95% CI: 0.817 - 0.861]. There are considerable opportunities touse the LACS for those who have a history of high-risk multiple births either in thewhole population [PR: 1.90; 95% CI: 1.65 - 2.13] and in a population of moderncontraceptive users [PR: 1,46; 95% CI: 1.29 to 1.64]. Population using moderncontraceptives, the biggest opportunity to use the LACS when high-risk mothers doANC at clinic midwife and deliver at the maternity hospital (RB) level health centers.Therefore, it is advisable to increase the education, promotion and counselingespecially to women of reproductive age who already have a history of delivering witha high risk in order to prevent the risk births.Keywords: Women of Reproductive Age, High-risk births, modern contraceptive,LACS, IDHS 2007 and 2012
T-4767
Depok : FKM-UI, 2016
S2 - Tesis Pusat Informasi Kesehatan Masyarakat
☉
Nur Sholikah Putri Suni; Pembimbing: Asri C. Adisasmita; Penguji: Renti Mahkota, Sudarto Ronoatmodjo, Flourisa Juliaan
Abstrak:
Cakupan penggunaan kontrasepsi modern di Indonesia meningkat dari tahun ke tahun.Akan tetapi, cakupan penggunaan metode kontrasepsi jangka panjang (MKJP) masihjauh dari target yang diharapkan. Berdasarkan penelitian sebelumnya ditemukanbahwa kelompok berisiko tinggi akan cenderung untuk menggunakan kontrasepsimodern. Penelitian ini bertujuan untuk melihat pengaruh kelahiran berisiko tinggidengan penggunaan kontrasepsi modern khususnya metode kontrasepsi jangkapanjang (MKJP) dan mengetahui faktor lain yang mempunyai peran terhadappenggunaan kontrasepsi modern setelah mengalami kelahiran yang berisiko tinggi.Penelitian ini menggunakan desain cross sectional dengan analisis data SDKI 2007dan 2012. Sampel pada penelitian ini adalah wanita usia subur (15-49 th) yang pernahmelahirkan maksimal 5 tahun sebelum survei dilakukan. Hasil penelitian menunjukanbahwa prevalensi risiko tinggi 30,45%, risiko tinggi ganda 10,96% dan risiko tinggitunggal 19,49%. Prevalensi penggunaan kontrasepsi modern sebesar 68% dan palingbanyak menggunakan metode suntik. Sedangkan prevalensi penggunaan MKJP adalah8,73% dan yang paling banyak digunakan adalah metode IUD. Riwayat kelahiranberisiko tinggi tidak meningkatkan peluang penggunaan kontrasepsi modern secarakeseluruhan [PR 0,84; 95%CI: 0,817-0,861]. Terdapat peluang yang cukup besaruntuk menggunakan MKJP bagi mereka yang memiliki riwayat kelahiran risiko tinggiganda baik pada seluruh populasi [PR: 1,90 ;95%CI: 1,65-2,13] maupun pada populasipengguna kontrasepsi modern [PR: 1,46 ;95%CI: 1,29-1,64]. Populasi yangmenggunakan kontrasepsi modern, peluang terbesar untuk menggunakan MKJP bilaibu yang berisiko tinggi melakukan ANC di klinik bidan dan melakukan persalinan dirumah bersalin (RB) setingkat puskesmas. Oleh karena itu, disarankan untukmeningkatkan edukasi, promosi dan konseling terutama kepada wanita usia suburyang sudah memiliki riwayat melahirkan dengan risiko tinggi supaya dapat mencegahkelahiran berisiko.Kata kunci: Wanita Usia Subur (WUS), Kelahiran Berisiko Tinggi, KontrasepsiModern, MKJP, SDKI 2007 dan 2012
Coverage of modern contraceptive use in Indonesia increased from year to year.However, the scope of the use of long acting contraceptive system (LACS) is still farfrom the expected target. Based on previous study found that high-risk groups arelikely to use modern contraception. This study aimed to analyze the effect of high-riskbirths with the use of modern contraceptives, especially long acting contraceptivesystem (LACS) and determine other factors that have a value of interventions towardshigh-risk births variable relationship with the use of modern contraceptives. This studyused cross sectional design with IDHS 2007 and 2012. The sample in this study werewomen of reproductive age (15-49 years) who had delivered a maximum of 5 yearsprior to the survey. The results showed that the prevalence of high risk of 30.45%,10.96% double high risk and 19,49 single high risk. The prevalence of moderncontraceptive use by 68% and the most widely used injection method. While theprevalence of the use of LACS was 8.73% and the most widely used method of IUD.A history of high-risk births do not increase the probability of modern contraceptiveuse overall [PR 0.84; 95% CI: 0.817 - 0.861]. There are considerable opportunities touse the LACS for those who have a history of high-risk multiple births either in thewhole population [PR: 1.90; 95% CI: 1.65 - 2.13] and in a population of moderncontraceptive users [PR: 1,46; 95% CI: 1.29 to 1.64]. Population using moderncontraceptives, the biggest opportunity to use the LACS when high-risk mothers doANC at clinic midwife and deliver at the maternity hospital (RB) level health centers.Therefore, it is advisable to increase the education, promotion and counselingespecially to women of reproductive age who already have a history of delivering witha high risk in order to prevent the risk births.Keywords: Women of Reproductive Age, High-risk births, modern contraceptive,LACS, IDHS 2007 and 2012
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Coverage of modern contraceptive use in Indonesia increased from year to year.However, the scope of the use of long acting contraceptive system (LACS) is still farfrom the expected target. Based on previous study found that high-risk groups arelikely to use modern contraception. This study aimed to analyze the effect of high-riskbirths with the use of modern contraceptives, especially long acting contraceptivesystem (LACS) and determine other factors that have a value of interventions towardshigh-risk births variable relationship with the use of modern contraceptives. This studyused cross sectional design with IDHS 2007 and 2012. The sample in this study werewomen of reproductive age (15-49 years) who had delivered a maximum of 5 yearsprior to the survey. The results showed that the prevalence of high risk of 30.45%,10.96% double high risk and 19,49 single high risk. The prevalence of moderncontraceptive use by 68% and the most widely used injection method. While theprevalence of the use of LACS was 8.73% and the most widely used method of IUD.A history of high-risk births do not increase the probability of modern contraceptiveuse overall [PR 0.84; 95% CI: 0.817 - 0.861]. There are considerable opportunities touse the LACS for those who have a history of high-risk multiple births either in thewhole population [PR: 1.90; 95% CI: 1.65 - 2.13] and in a population of moderncontraceptive users [PR: 1,46; 95% CI: 1.29 to 1.64]. Population using moderncontraceptives, the biggest opportunity to use the LACS when high-risk mothers doANC at clinic midwife and deliver at the maternity hospital (RB) level health centers.Therefore, it is advisable to increase the education, promotion and counselingespecially to women of reproductive age who already have a history of delivering witha high risk in order to prevent the risk births.Keywords: Women of Reproductive Age, High-risk births, modern contraceptive,LACS, IDHS 2007 and 2012
T-4767
Depok : FKM-UI, 2016
S2 - Tesis Pusat Informasi Kesehatan Masyarakat
☉
Shelly Maya Lova; Pembimbing: Besral; Penguji: Evi Martha, Milla Herdayati, Putriayu Hartini, Rahmadewi
Abstrak:
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Prevalensi penggunaan metode kontrasepsi modern merupakan salah satu indikator keberhasilan program KB, yang berfungsi sebagai salah satu strategi untuk mengendalikan jumlah penduduk serta mendukung percepatan penurunan AKI, AKB, dan KTD, namun demikian capaiannya masih relatif rendah. Tujuan penelitian ini adalah untuk menganalisis determinan penggunaan metode kontrasepsi modern pada Wanita Usia Subur di Pulau Sumatera. Jenis penelitian ini adalah penelitian kuantitatif dengan desain penelitian cross- sectional, menggunakan data sekunder dari Survei Demografi Kesehatan Indonesia (SDKI) 2017. Sampel penelitian berjumlah 5.276 responden. Analisis data menggunakan uji statistik regresi logistik. Hasil analisis didapatkan persentase penggunaan metode kontrasepsi modern pada WUS di pulau Sumatera adalah sebesar 85%. Tetapi jenis kontrasepsi jangka panjang seperti masih rendah yaitu IUD (4,1%) dan Implan (10,1%), yang paling banyak adalah penggunaan suntik 3 bulan (36,7%). Hasil analisis multivariat menunjukkan faktor yang mempengaruhi penggunaan metode kontrasepsi modern adalah pendidikan, status bekerja, pengetahuan tentang KB, tempat tinggal, dukungan suami dan dukungan tenaga kesehatan. Dengan faktor dominan yaitu dukungan suami berpeluang 3,35 kali menggunakan metode kontrasepsi modern. Untuk meningkatkan cakupan penggunaan kontrasepsi modern pemerintah perlu meningkatkan pelayanan dan menyusun strategi KIE yang efektif untuk WUS dan pasangannya.
The prevalence of modern contraceptive use is an indicator of the success of the family planning program, which functions as a strategy to control the population and support the accelerated reduction in maternal mortality, unwanted pregnancies, and abortion, however the achievements are still relatively low. The aim of this research is to analyze the determinants of modern contraceptive use among women of childbearing age on the island of Sumatera. This type of research is a quantitative study with a cross-sectional research design, using secondary data from the 2017 Indonesian Health Demographic Survey (IDHS). The study sample consisted of 5276 respondents. Data analysis used logistic regression statistical test. The results of the analysis showed that the percentage of use of modern contraceptive methods among WUS on the island of Sumatra was 85%. However, the types of long-term contraception are still low, namely IUDs (4.1%) and implants (10.1%), the most common being the use of 3-month injections (36.7%). The results of the multivariate analysis show that the factors that influence the use of modern contraceptive methods are education, work status, knowledge about family planning, place of residence, husband's support and support from health workers. With the dominant factor, namely husband's support, there is a 3.35 times chance of using modern contraceptive methods. To increase coverage of modern contraceptive use the government needs to improve services and develop effective IEC strategies for WUS and their partners.
T-6865
Depok : FKM-UI, 2024
S2 - Tesis Pusat Informasi Kesehatan Masyarakat
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Dian Nur Hadianti; Promotor: Kemal Nazaruddin Siregar; Kopromotor: Tris Eryando, Sudibyo Alimoeso; Penguji: Anhari Achadi, Milla Herdayati, Sutanto Priyo Hastono, Indrajani Sutedja, Pungkas Bahjuri Ali
Abstrak:
Family Planning (FP) participation impacts fertility rates and population growth. The use of modern contraception among Generation Z has declined over the past two decades and is the lowest prevalence compared to other age groups. The solution offered is a predictive model for FP participation. This study aims to find a predictive model for FP participation at the community level. The methodology used is a sequential mixed method explanatory design with 5 research stages, stage 1 systemic literature review, stage 2 development of a predictive model using quantitative studies starting with statistics then machine learning, stage 3 analysis of system needs with qualitative studies on FP officers, WUSand related leadership elements, stage 4 development of a prototipe, stage 5 prototipe trials to be used as a digital intervention tool equipped with acceptance tests and efficacy tests with a Quasi-experimental design with a control group in Bandung City. The results of the study indicate that predictors of FP participation in Gen Z, with the most dominant variable related to the use of modern contraceptive methods, are the number of living children, with a p-value of 0.001 and an aOR of 26.63, while the results of feature importance in machine learning indicate that the most crucial feature is fertility status. The algorithm that can be obtained with the best performance is the Neural Network with an AUC value of 0.859, an Accuracy value of 0.839 or 83.9%, an F1-score of 0.838, a Precision 84.3%, a Recall of 0.839, and an MCC of 0.682. The results of the acceptance test of family planning officers and participants stated that the family planning participation prediction model was in the good and very good categories. The use and utilization of this prototype succeeded in improving the performance of family planning officers with performance indicators, satisfaction of WUSGen Z, knowledge, and attitudes of family planning officers. The use of this prototype succeeded in improving the attitude of WUSGen Z but was not significant in improving the knowledge of WUSGen Z. Thus, this study concludes that the family planning participation prediction model built in the Dplan KB app prototype can improve the performance of officers at the community level, and has great potential to be an innovative solution in family planning services
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Kepesertaan Keluarga Berencana (KB) berdampak pada tingkat fertilitas dan pertumbuhan penduduk. Kondisi pemakaian kontrasepsi modern pada Generasi Z selama dua dekade mengalami penurunan dan merupakan prevalensi terendah dibandingkan dengan kelompok usia lainnya. Solusi yang ditawarkan adalah model prediksi kepesertaan KB. Penelitian ini bertujuan menemukan model prediksi kepesertaan KB di tingkat komunitas. Metodologi yang digunakan adalah mixed methods sequential Explanatory design dengan 5 tahapan penelitian, tahap 1 systemic literatur review, tahap 2 pengembangan model prediksi menggunakan setudi kuantitatif diawali dengan analisis statistik kemudian machine learning, tahap 3 analisis kebutuhan sistem dengan studi kualitatif pada petugas KB, WUSdan unsur pimpinan terkait, tahap 4 pengembangan prototipe, tahap 5 uji coba prototipe untuk digunakan sebagai alat intervensi digital dilengkapi dengan uji acceptance dan uji efikasi dengan Quasi eksperimen design with control group di Kota Bandung. Hasil penelitian menunjukkan prediktor kepesertaan KB pada Gen Z dengan variabel yang paling dominan berhubungan dengan penggunaan metode kontrasepsi modern adalah jumlah anak hidup dengan p-value 0,001 dan aOR 26,63, sedangkan hasil feature importance pada machine learning, fitur yang paling krusial adalah status fertilitas. Algoritme dengan kinerja terbaik adalah Neural Network dengan nilai AUC sebesar 0,859, nilai Accuracy 0,839 atau 83,9%, F1-score sebesar 0,838 Precision 84,3% Recall 0,839, dan MCC 0,682. Hasil uji acceptance petugas KB dan peserta menyatakan model prediksi kepesertaan KB dalam kategori baik dan sangat baik. Penggunaan dan pemanfaatan prototipe ini berhasil meningkatkan kinerja petugas KB dengan indikator kinerja, pengetahuan, dan sikap petugas KB, dan berdampak pada kepuasan, pengetahuan dan sikap WUS Gen Z. Pemanfaatan prototipe ini berhasil meningkatkan sikap WUS Gen Z namun tidak signifikan dalam meningkatkan pengetahuan WUSGen Z. Dengan demikina, penelitian ini menyimpulkan bahwa Model prediksi kepesertaan KB yang dibangun dalam prototipe apps Dplan KB dapat meningkatkan kinerja petugas di tingkat komunitas, dan berpotensi besar menjadi solusi inovatif dalam pelayanan KB.
Family Planning (FP) participation impacts fertility rates and population growth. The use of modern contraception among Generation Z has declined over the past two decades and is the lowest prevalence compared to other age groups. The solution offered is a predictive model for FP participation. This study aims to find a predictive model for FP participation at the community level. The methodology used is a sequential mixed method explanatory design with 5 research stages, stage 1 systemic literature review, stage 2 development of a predictive model using quantitative studies starting with statistics then machine learning, stage 3 analysis of system needs with qualitative studies on FP officers, WUSand related leadership elements, stage 4 development of a prototipe, stage 5 prototipe trials to be used as a digital intervention tool equipped with acceptance tests and efficacy tests with a Quasi-experimental design with a control group in Bandung City. The results of the study indicate that predictors of FP participation in Gen Z, with the most dominant variable related to the use of modern contraceptive methods, are the number of living children, with a p-value of 0.001 and an aOR of 26.63, while the results of feature importance in machine learning indicate that the most crucial feature is fertility status. The algorithm that can be obtained with the best performance is the Neural Network with an AUC value of 0.859, an Accuracy value of 0.839 or 83.9%, an F1-score of 0.838, a Precision 84.3%, a Recall of 0.839, and an MCC of 0.682. The results of the acceptance test of family planning officers and participants stated that the family planning participation prediction model was in the good and very good categories. The use and utilization of this prototype succeeded in improving the performance of family planning officers with performance indicators, satisfaction of WUSGen Z, knowledge, and attitudes of family planning officers. The use of this prototype succeeded in improving the attitude of WUSGen Z but was not significant in improving the knowledge of WUSGen Z. Thus, this study concludes that the family planning participation prediction model built in the Dplan KB app prototype can improve the performance of officers at the community level, and has great potential to be an innovative solution in family planning services
D-650
Depok : FKM-UI, 2026
S3 - Disertasi Pusat Informasi Kesehatan Masyarakat
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