SOCIAL MEDIA ANALYSIS OF CONTRACEPTIVE (CONDOM) USE POLICY FOR STUDENTS AND TEENAGERS IN INDONESIA
DOI:
https://doi.org/10.62567/micjo.v2i3.1126Keywords:
Social Media Analytics, Sentiment, Contraceptive, Discourse, NoLimit IndonesiaAbstract
The development of technology, especially in social media, is increasingly developing every year, which is commonly used daily by the public with the aim of obtaining information. The approach used in this study is the Social Media Analytics (SMA) framework to analyze sentiment using NoLimit Indonesia software. Sentiment Analysis is a measurement of sentiment or emotion of social media users based on content analysis (positive/negative/neutral). This study aims to determine the sentiment analysis using the keywords "contraceptives" and "condoms" on the opinions of social media users regarding the policy of using contraceptives for students and adolescents with a period of one week. The results showed that neutral sentiment was 6,232 X account users, negative sentiment was 359 X account users, and 86 X account users were in a negative position. The conclusion of the study is that the response of social media X users was more neutral at 93%, 5.4% negative and 1.3% positive towards the policy on the use of contraceptives for teenagers or students in regulation 28 of 2024 concerning the Implementing Regulations of Law (UU) Number 17 concerning health which includes several health programs including in the reproductive system in article 103, especially in paragraph (4) point e, namely the provision of contraceptives, this is what is problematic and invites public attention.
Downloads
References
Abu-Salih, B., Wongthongtham, P., Zhu, D., Chan, K. Y., & Rudra, A. (2021). Social Big Data: An Overview and Applications. In Social Big Data Analytics (pp. 1–14). Springer Singapore. https://doi.org/10.1007/978-981-33-6652-7_1
Aldy, M. D., & Nasution, M. I. P. (2023). Implementasi Big Data Di Media Sosial Sebagai Strategi Komunikasi Krisis Pemerintah. Jurnal Sistem Informasi Dan Ilmu Komputer, 1(3), 73–87. https://doi.org/10.59581/jusiik-widyakarya.v1i3.907
Ananda, F. D., & Pristyanto, Y. (2021). Analisis Sentimen Pengguna Twitter Terhadap Layanan Internet Provider Menggunakan Algoritma Support Vector Machine. MATRIK : Jurnal Manajemen, Teknik Informatika Dan Rekayasa Komputer, 20(2), 407–416. https://doi.org/10.30812/matrik.v20i2.1130
Ananto, S. B. T., & Afifah, W. (2024). LEGALITY OF CONTRACEPTIVE USE IN CHILDREN AND ADOLESCENTS BASED ON GOVERNMENT REGULATION NO. 28 OF 2024. PROGRESSIVE LAW REVIEW : Jurnal Ilmu Hukum, 6(2). https://doi.org/DOI:https://doi.org/10.36448/plr.v6i2.224
Antonakaki, D., Fragopoulou, P., & Ioannidis, S. (2021). A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks. Expert Systems with Applications, 164, 114006. https://doi.org/10.1016/j.eswa.2020.114006
Asiedu, C. (2023). Contraceptive Use among Senior High School Students at Cape Coast Metropolis in the Central Region of Ghana: A Cross Sectional Survey. Journal of Reproductive Health and Contraception. https://doi.org/10.36648/2471-9749.8.1.001
Cano-Marin, E., Mora-Cantallops, M., & Sánchez-Alonso, S. (2023). Twitter as a predictive system: A systematic literature review. Journal of Business Research, 157, 113561. https://doi.org/10.1016/j.jbusres.2022.113561
Castro, C. A., Monterrosa-Blanco, A., Rodríguez, L. L., Castiblanco, A., Bernal, L., Ladino, M. J., Pinilla, D., Melo, C., & Baquero, F. (2024). Knowledge and attitudes regarding contraceptive methods and sex education in students and parents of eight Colombian schools 2020–2021: a mixed methods study. The Lancet Regional Health - Americas, 30, 100678. https://doi.org/10.1016/j.lana.2024.100678
Hilala, P. (2025). ANALISIS PERATURAN PEMERINTAH NOMOR 28 TAHUN 2024 TENTANG PERATURAN PELAKSANAAN UNDANG-UNDANG NOMOR 17 TAHUN 2023 TENTANG KESEHATAN TERKAIT PEMBERIAN ALAT KONTRASEPSI BAGI SISWA DAN REMAJA. Jurnal Ganec Swara, 19(1). https://doi.org/https://doi.org/10.59896/gara.v19i1.175
Isnain, A. R., Sakti, A. I., Alita, D., & Marga, N. S. (2021). SENTIMEN ANALISIS PUBLIK TERHADAP KEBIJAKAN LOCKDOWN PEMERINTAH JAKARTA MENGGUNAKAN ALGORITMA SVM. Jurnal Data Mining Dan Sistem Informasi, 2(1), 31. https://doi.org/10.33365/jdmsi.v2i1.1021
Jamil, A., Cahaya, S., & Kusuma, T. C. (2022). Pengaruh Opini Publik terhadap Kebijakan Hukum di Indonesia (Vol. 4). https://doi.org/https://doi.org/10.31004/jpdk.v4i5.8015
Khoiriyah, L. (2025). KEBIJAKAN HUKUM DALAM PENYEDIAAN ALAT KONTRASEPSI UNTUK REMAJA BERDASARKAN PERATURAN PEMERINTAH NO 28 TAHUN 2024 TENTANG PELAKSAAN UNDANG-UNDANG NO 17 TAHUN 2023 TENTANG KESEHATAN. Dinamika : Jurnal Ilmiah Ilmu Hukum. https://jim.unisma.ac.id/index.php/jdh/article/view/26834/20309
Khusma, I., & Oktaviarosa, H. (2023). PENGGUNAAN BIG DATA DALAM PENGAMBILAN KEPUTUSAN KEBIJAKAN PUBLIK. Triwikrama: Jurnal Multidisiplin Ilmu Sosial, 03, 2024.
Liu, B. (2015). Sentiment Analysis. Cambridge University Press. https://doi.org/10.1017/CBO9781139084789
Marhayati, N. (2021). Pendidikan Seks bagi Anak dan Remaja: Persfektif Psikologi Islam. In Januari-Juni (Vol. 21, Issue 01). https://ejournal.iainbengkulu.ac.id/index.php/syiar
Nur Adhan, S., Ngurah Adhi Wibawa, G., Christien Arisona, D., Yahya, I., Studi Statistika, P., & Matematika dan Ilmu Pengetahuan Alam, F. (2024). ANALISIS SENTIMEN ULASAN APLIKASI WATTPAD DI GOOGLE PLAY STORE DENGAN METODE RANDOM FOREST (Vol. 2, Issue 1).
Olal, E., Grovogui, F. M., Nantale, R., Sserwanja, Q., Nakazwe, C., Nuwabaine, L., Mukunya, D., Ikoona, E. N., & Benova, L. (2023). Trends and determinants of modern contraceptive utilisation among adolescent girls aged 15-19 years in Sierra Leone: an analysis of Demographic and Health Surveys, 2008-2019. Journal of Global Health Reports, 7. https://doi.org/10.29392/001c.75430
Pradana, G. M. (2020). PENGGUNAAN FITUR WORDCLOUD DAN DOCUMENT TERM MATRIX DALAM TEXT MINING. Jurnal Ilmiah Informatika (JIF), 8(1). https://doi.org/https://doi.org/10.33884/jif.v8i01.1838
Pramatatya, D., Ahyun Carasyati Nazhareta, F., & Bintang Loury Purba, B. (2024). Analisis Framing Aturan Penyedian Alat Kontrasepsi Bagi Remaja (Studi Pada Situs Berita Detik,com). In Seminar Nasional Universitas Negeri Surabaya.
Purbasari, W., Setianti, N., Krismonika, O., & Widya Utama, S. (2023). Analisis Sentimen dan Analisis Jaringan (Network Analysis) Seks Pranikah di Indonesia Menggunakan Data Media Sosial Twitter.
Reimers, E. (2025). Sex education and religion - resistance and possibilities. British Journal of Religious Education, 47(1), 52–62. https://doi.org/10.1080/01416200.2024.2336533
Sari, N. P., Munir, A., At, M. R., & Iskandar, M. (2024). Twitter Sentiment Analysis of Long-Acting Reversible Contraceptives (LARC) Methods in Indonesia with Machine Learning Approach. In , Proceedings of the International Conference on Multidisciplinary Studies (ICoMSi 2023) (pp. 167–185). https://doi.org/10.2991/978-2-38476-228-6_15
Shibuya, F., Sari, D. P., Warnaini, C., Rivarti, A. W., Takeuchi, R., Jones-Konneh, T. E. C., de los Reyes, C., Kadriyan, H., & Kobayashi, J. (2023). The process of overcoming conflicts among teachers in the implementation of comprehensive sexuality education at ordinary public senior high schools in Mataram City, Indonesia: a qualitative study. Tropical Medicine and Health, 51(1). https://doi.org/10.1186/s41182-023-00495-y
Stieglitz, S., & Dang-Xuan, L. (2013). Social media and political communication: a social media analytics framework. Social Network Analysis and Mining, 3(4), 1277–1291. https://doi.org/10.1007/s13278-012-0079-3
Stieglitz, S., Mirbabaie, M., Ross, B., & Neuberger, C. (2018). Social media analytics – Challenges in topic discovery, data collection, and data preparation. International Journal of Information Management, 39, 156–168. https://doi.org/10.1016/j.ijinfomgt.2017.12.002
Sujoko, A., Haboddin, M., & Afala, L. O. M. (2020). MEDIA DAN DINAMIKA DEMOKRASI. Prenada Media.
Suliana, M. R., Panji Adam Putra, & Liza Dzulhijjah. (2025). Tinjauan Fikih Muamalah terhadap Pasal 103 Ayat 4 Huruf e Peraturan Pemerintah Nomor 28 Tahun 2023 Terkait Penyediaan Alat Kontrasepsi Bagi Siswa dan Remaja. Bandung Conference Series: Sharia Economic Law, 5(1), 37–46. https://doi.org/10.29313/bcssel.v5i1.17518
Syahza, Y., Putri, A. R. S., & Arlis, I. (2021). HUBUNGAN PENGETAHUAN DAN SIKAP REMAJA TENTANG SEKSUAL PRANIKAH. Jurnal_Kebidanan, 11(1), 608–615. https://doi.org/10.33486/jurnal_kebidanan.v11i1.132
Wajdi, F., & Arif, A. (2021). PENTINGNYA PENDIDIKAN SEKS BAGI ANAK SEBAGAI UPAYA PEMAHAMAN DAN MENGHINDARI PENCEGAHAN KEKERASAN MAUPUN KEJAHATAN SEKSUAL. Jurnal Abdimas Indonesia, 1(3), 129–137. https://doi.org/10.53769/jai.v1i3.130
Winarsih, W., & Irwansyah, I. (2020). PROTEKSI PRIVASI BIG DATA DALAM MEDIA SOSIAL. Jurnal Audience, 3(1), 1–33. https://doi.org/10.33633/ja.v3i1.3722
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Bayu Aulia Priyantomo

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.