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PENERAPAN SISTEM MONITORING KESEHATAN MENTAL SISWA BERBASIS CHATBOT AI DI MTS AL-WAHAB - 2026

PENERAPAN SISTEM MONITORING KESEHATAN MENTAL SISWA BERBASIS CHATBOT AI DI MTS AL-WAHAB

  • ADI KURNIAWAN; BARA KUSUMA

ABSTRAK

ABSTRAK

Adi Kurniawan (12240190), Bara Kusuma (12240174), Penerapan Sistem Monitoring Kesehatan Mental Siswa Berbasis Chatbot AI di MTs Al-Wahab

Kesehatan mental remaja di lingkungan madrasah menghadapi tantangan serius akibat stigma, keterbatasan tenaga BK (rasio 1:200 di MTs Al-Wahab), dan sistem pemantauan yang tidak terstruktur. Penelitian ini menerapkan sistem monitoring kesehatan mental berbasis chatbot AI yang diakses melalui https://snowmental.my.id/, mengintegrasikan empat instrumen valid: PHQ-9, GAD-7, DASS-21, dan KPK. Sistem dikembangkan menggunakan Laravel 11 dan Gemini API sebagai LLM generatif, dengan prompt engineering ketat dan mekanisme eskalasi otomatis. Metode pengembangan mengikuti Agile, mencakup observasi, desain, implementasi, dan User Acceptance Testing (UAT) melalui kalkulasi parameter akseptansi sistem. Berdasarkan hasil perhitungan matematis terhadap skor aktual pengujian, sistem mencapai indeks keberhasilan sebesar 93% dalam memenuhi parameter privasi data digital siswa, serta 100% validitas fungsional menurut verifikasi teknis guru BK dalam mengidentifikasi risiko dini. Sistem ini berhasil menjadi solusi IPTEK yang etis dan kontekstual untuk memperkuat layanan BK tanpa menggantikan peran manusia (human-in-the-loop).

Kata Kunci: Chatbot AI, Kesehatan Mental Siswa, PHQ-9, GAD-7, DASS-21, KPK, Deteksi Dini, MTs Al-Wahab

KATA KUNCI

ChatBot AI,Kesehatan Mental Siswa,PHQ-9,GAD-7,DASS-21


DAFTAR PUSTAKA

DAFTAR PUSTAKA

[1] Z. Zhang et al., “Current Landscape and Future Directions for Mental Health Conversational Agents for Youth: Scoping Review,” JMIR Med. Inform., vol. 13, no. 1, p. e62758, Feb. 2025.

[2] R. Patel et al., “Chatbot?Delivered Interventions for Improving Mental Health Among Young People: A Systematic Review and Meta?Analysis,” NIH/PMC, Jul. 2025.

[4] A. Lee et al., “Designing AI-Driven Chatbots for Adolescent Mental Health Support in Rural Schools,” Res. Gate, Aug. 2025.

[7] S. Floridi et al., “Perception of AI Use in Youth Mental Health Services:Qualitative Study,” NIH/PMC, Aug. 2024.

[9] B. Mittelstadt et al., “Exploring the Ethical Challenges of Conversational AI in Mental Health Care: Scoping Review,” JMIR Ment. Health, vol. 12, no. 1, p.e60432, Feb. 2025.

[10] H. Kusuma et al., “Chatbot AI Dalam Identifikasi Awal Gangguan Kesehatan Mental Di Indonesia: Tantangan Dan Prospek,” J. EMPATI, Dec. 2024.

[11] C. Lee, “Towards Youth Mental Health Support: Developing a Prototype AI Counselor (ChatDemi),” FLAIRS Conf. Proc., May 2024.

[12] American Psychological Association, “Many teens are turning to AI chatbots for friendship and emotional support,” APA Monit., Oct. 2025.

[13] M. Wijaya and A. Prasetyo, “Chatbot dalam Deteksi Kesehatan Mental:Tinjauan Literatur,” E-J. UNUJA, Jul. 2024.

[14] UK Parliament, “AI and mental healthcare: ethical and regulatory considerations,” POST-PN-0738, Jan. 2025.

[15] O. N. Medvedev, C. U. Krägeloh, R. J. Siegert, and N. N. Singh, Eds., Handbook of Assessment in Mindfulness Research. Cham, Switzerland: Springer, 2022

[16] C. U. Krägeloh, M. Alyami, and O. N. Medvedev, Eds., International Handbook of Behavioral Health Assessment. Cham, Switzerland: Springer, 2023

[17] A. P. Field, Discovering Statistics Using IBM SPSS Statistics, 6th ed. London, UK: SAGE, 2024.

[18] D. George and P. Mallery, IBM SPSS Statistics 29 Step by Step: A Simple Guide and Reference, 18th ed. New York, NY, USA: Routledge, 2024.

[19] K. S. Bernstein and R. Kaplan, Psychiatric Mental Health Assessment and Diagnosis of Adults for Advanced Practice Mental Health Nurses. New York, NY, USA: Routledge, 2022

[20]   J. A. Hayes, College Student Mental Health and Wellness. Bingley, UK: Emerald Publishing Limited, 2024.

[21] R. Cheung, "Patient Health Questionnaire-9 (PHQ-9)," in Handbook of Assessment in Mindfulness Research, O. N. Medvedev, C. U. Krägeloh, R. J. Siegert, and N. N. Singh, Eds. Cham, Switzerland: Springer, 2024, pp. 1–12.

[15] Sharma, G., dkk. (2022). Agile Software Development Methodologies: Applications and Analysis in AI Projects. Journal of Software Engineering and Applications.

[16] Zhang, T., & Wang, L. (2023). Human-Computer Interaction and User Experience in Digital Health: A User-Centered Design Approach. Academic Press.

Detail Informasi

Skripsi ini ditulis oleh :

  • NIM : 12240190
  • Nama : ADI KURNIAWAN; BARA KUSUMA
  • Prodi : Informatika
  • Kampus : Jatiwaringin
  • Tahun : 2026
  • Periode : II
  • Pembimbing : Arfhan Prasetyo, M.Kom.
  • Asisten :
  • Kode : 0002.S1.IF.SKRIPSI.II.2026
  • Diinput oleh : DAN
  • Terakhir update : 23 April 2026
  • Dilihat : 23 kali

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