The Utilization of Digitalization in Mental Health Screening: Literature Review

Noor Farida, Wiku Adisasmito

Abstract


Background: Mental health disorders are one of the contributors to public health problems. Delays in providing mental health services are a major problem in treatment, which is caused by negative stigma from society if someone seeks mental health services. Digitalization in mental health screening is one way that makes early detection of mental health easier. Objective: This paper reviews scientific evidence regarding the use of digitalization in mental health screening. Method: This article was written based on a search for scientific journals carried out through online databases, namely Scopus, Proquest, PubMed, and Scholar, which were published in 2019-2025. Results: Utilization of mental health digitalization can help in early detection and prevent delays in providing mental health services. However, in its use, there are obstacles so that the application is less popular with the public, namely related to lack of trust in the security of personal data in the application, complexity in access, and content that users do not understand. Conclusion: The use of digitalization in mental health screening is an innovation that can improve mental health services, but collaboration from various scientific fields is needed to pay attention to the needs and abilities of users from various aspects.

Keywords: Mental Health; Screening; Digitalization.


Keywords


Digitalization; Mental Health; Screening

Full Text:

PDF

References


Adinda, P., Hutagalung, R., Parapat, R. S., Rahmanda, L., Andila, F. H., & Purba, S. H. (2024). Peran Teknologi Digital dalam Mendorong Akses Kesehatan Yang Merata Pada Masyarakat : Literatur review. 5, 13809–13816.

Ayuningtyas, D., & Rayhani, M. (2018). Analysis of Mental Health Situation on Community in Indonesia and The Intervention Strategies. 9(1), 1–10.

Beiwinkel, T., Hey, S., Bock, O., & Rössler, W. (2017). Supportive Mental Health Self-Monitoring among Smartphone Users with Psychological Distress: Protocol for a Fully Mobile Randomized Controlled Trial. Frontiers in Public Health, 5(September), 1–15. https://doi.org/10.3389/fpubh.2017.00249

Cho, K., Kim, M., Cho, Y., Hur, J.-W., Kim, D. H., Park, S., Park, S., Jang, M., Lee, C.-G., & Kwon, J. S. (2024). Digital Phenotypes for Early Detection of Internet Gaming Disorder in Adolescent Students: Explorative Data-Driven Study. JMIR Mental Health, 11, e50259. https://doi.org/10.2196/50259

Chong, M. K., Hickie, I. B., Cross, S. P., Mckenna, S., Varidel, M., Capon, W., Davenport, T. A., Lamonica, H. M., & Sawrikar, V. (2023). Digital Application of Clinical Staging to Support Stratification in Youth Mental Health Services : Validity and Reliability Study Corresponding Author : 7, 1–12. https://doi.org/10.2196/45161

Choresyo, B., Nulhaqim, S. A., & Wibowo, H. (2015). Kesadaran Masyarakat Terhadap Penyakit Mental. Prosiding Penelitian Dan Pengabdian Kepada Masyarakat, 2(3), 381–387. https://doi.org/10.24198/jppm.v2i3.13587

Frasquilho, D., Matias, R., Grácio, J., Sousa, B., Luís-Ferreira, F., Leal, J., Cardoso, F., & Oliveira-Maia, A. J. (2021). Protocol for the implementation and assessment of “moodup”: A stepped care model assisted by a digital platform to accelerate access to mental health care for cancer patients amid the covid-19 pandemic. International Journal of Environmental Research and Public Health, 18(9). https://doi.org/10.3390/ijerph18094629

Fürtjes, S., Gebel, E., & Kische, H. (2024). Characteristic of mental health app usage : a cross-sectional survey in the general population. 1–11.

Grüneberg, C., Bäuerle, A., Karunakaran, S., Darici, D., Dörrie, N., Teufel, M., Benson, S., & Robitzsch, A. (2025). Medical Students’ Acceptance of Tailored e–Mental Health Apps to Foster Their Mental Health: Cross-Sectional Study. JMIR Medical Education, 11, e58183–e58183. https://doi.org/10.2196/58183

Ioana, A., Tudor, M., Nichifor, E., Veronica, A., & Chit, I. B. (2022). Challenges in the Adoption of eHealth and mHealth for Adult Mental Health Management — Evidence from Romania.

Javed, A., Lee, C., Zakaria, H., Buenaventura, R. D., Cetkovich-bakmas, M., Duailibi, K., Ng, B., Ramy, H., Saha, G., Arifeen, S., Elorza, P. M., Ratnasingham, P., & Waqar, M. (2021). Reducing the stigma of mental health disorders with a focus on low- and middle-income countries. Asian Journal of Psychiatry, 58(February), 102601. https://doi.org/10.1016/j.ajp.2021.102601

Koh, J., & Tng, G. Y. Q. (2022). Potential and Pitfalls of Mobile Mental Health Apps in Traditional Treatment : An Umbrella Review.

Lattie, E. G., Cohen, K. A., Hersch, E., Williams, K. D. A., Payne, K., Maciver, C., Hermes, J., Maddi, K., Kwasny, M., & Mohr, D. C. (2022). Uptake and effectiveness of a self-guided mobile app platform for college student mental health. Internet Interventions, 27(November 2021), 100493. https://doi.org/10.1016/j.invent.2021.100493

Leite, D. N., Cruz, M. M., & Correia, R. C. (2024). Individuals ’ attitudes toward digital mental health apps and implications for adoption in Portugal : web ‑ based survey. BMC Medical Informatics and Decision Making, 1, 1–17. https://doi.org/10.1186/s12911-024-02488-1

Ministry of Health Republic Indonesia. (2023). KMK RI No HK.01.7/Menkes/2015/2023/ tentang Petunjuk Teknis Integrasi Pelayanan Kesehatan Primer. Kemenkes RI, 1–19. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865607390&partnerID=tZOtx3y1%0Ahttp://books.google.com/books?hl=en&lr=&id=2LIMMD9FVXkC&oi=fnd&pg=PR5&dq=Principles+of+Digital+Image+Processing+fundamental+techniques&ots=HjrHeuS_

Ministry of Health Republic Indonesia. (2024). Skrining Kesehatan Jiwa Gratis Lewat SATU SEHAT Mobile. https://sehatnegeriku.kemkes.go.id/baca/rilis-media/20241201/1546922/skrining-kesehatan-jiwa-gratis-lewat-satusehat-mobile/

Novrialdy, E. (2019). Kecanduan Game Online pada Remaja: Dampak dan Pencegahannya. Buletin Psikologi, 27(2), 148. https://doi.org/10.22146/buletinpsikologi.47402

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ (Clinical Research Ed.), 372, n71. https://doi.org/10.1136/bmj.n71

Riskesdas. (2023). Survei Kesehatan Indonesia (SKI) Dalam Angka Dalam Angka. Kota Bukitinggi Dalam Angka, 01, 1–68.

Schueller, S. M., Hunter, J. F., Figueroa, C., & Aguilera, A. (2019). Use of Digital Mental Health for Marginalized and Underserved Populations. Current Treatment Options in Psychiatry, 6(3), 243–255. https://doi.org/10.1007/s40501-019-00181-z

Song, S., Seo, Y., Hwang, S., Kim, H.-Y., & Kim, J. (2024). Digital Phenotyping of Geriatric Depression Using a Community-Based Digital Mental Health Monitoring Platform for Socially Vulnerable Older Adults and Their Community Caregivers: 6-Week Living Lab Single-Arm Pilot Study. JMIR MHealth and UHealth, 12, e55842. https://doi.org/10.2196/55842

WHO. (2021). Comprehensive Mental Health Action Plan 2013-2030.

WHO. (2022a). Mental Disorder. https://www.who.int/news-room/fact-sheets/detail/mental-disorders

WHO. (2022b). Mental Health. https://www.who.int/news-room/fact-sheets/detail/mental-health-strengthening-our-response/?gad_source=1&gclid=Cj0KCQjwsc24BhDPARIsAFXqAB2VyMKqf9Za5SvA3CmXEBGkrYo5KZmCLZPI7wRwVh4K4Iv7h_I_EpAaAqIvEALw_wcB

World Health Organization. (2020). Screening Programmes: A short guide. WHO Press, 1, 1–70. https://apps.who.int/iris/bitstream/handle/10665/330829/9789289054782-eng.pdf


Refbacks

  • There are currently no refbacks.



Managed by Fakultas Kesehatan Masyarakat

Published by Universitas Teuku Umar
Website: http://jurnal.utu.ac.id/jkesmas
Email: jkemas@utu.ac.id Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Owner: syndicate

mega4d

mega4d

mega4d

mega4d

https://internationalrasd.org/RePEc/ani/

mega4d

mega4d

mega4d

mega4d

nana4d

slot777

https://jurnalteknodik.kemendikdasmen.go.id/-/bandartogel/

slot777

slot777

rtp slot

https://www.jhsrmi.com/

https://universitasmahendradatta.ac.id/perpustakaan/

https://universitasmahendradatta.ac.id/seminar-nasional-pewarna-dan-universitas-mahendradatta/

https://www.ecobasalto.pt/

https://gamingnana777.com/

mega4d

toto 4d

mega4d

mega4d

nana4d

nana4d

bandar togel/

viral chatbot gpt bantu dapatkan 59juta dengan cepat

chatgpt bantu pecahkan pola mahjong ways 3 dengan cepat

dapatkan 35juta setiap hari jumat dari chatgpt

versi lite mudah bangkitkan scatter dengan rtp ganda

mahjong ways inovasi maxwin 256 juta

kemenangan mahjong ways2 andy bali

angin hoki ragasa mahjong lucky fortune pola rahasia 330 jutaa>

mitos-atau-fakta-ptopan ragasa mahjong ways 3 farel maxwin 250 juta

arsukses buka cabang berkat 40juta gates of olympus

Slot777

Slot777

scatter hitam

scatter hitam

SLOT88

Slot88

SLOT777

SLOT777

Scatter Hitam

Scatter Hitam

https://semarangloker.id/

Scatter Hitam

Slot Thailand

Scatter Hitam

Link Gacor

slot88

Situs Gacor

https://internationalrasd.org/

Owner: J4M4L Slot777 Slot777 scatter hitam scatter hitam SLOT88 Slot88 SLOT777 SLOT777 Scatter Hitam Scatter Hitam https://semarangloker.id/ Scatter Hitam Slot Thailand Scatter Hitam Link Gacor slot88 Situs Gacor
https://venator.edu.pl/ http://ametconstruct.pl/ toto macau https://dobraprzestrzen.edu.pl/ https://chars.edu.vn/ slot gacor situs toto slot gacor slot88 nana4d rokokbet slot slot slot gacor https://togelviral.org/ Owner: BABON Penjual Gorengan Jadi Pengusaha Kafe Berkat Mahjong Ways Petani Sukses Menyekolahkan Anaknya Karena Menang Mahjong Ways Tukang Bubur Bisa Naik Haji Karena Menang Maxwin di Mahjong Ways Sukses Renovasi Rumah Berkat Kemenangan Di Mahjong Ways Kesaksian Kemenangan Tukang Bakso Owner: KEEPGAULI ???? Slot Gacor slot88 Slot777 https://journal.brajamustipublication.com/ slot777 Slot777 Slot777 https://www.prediksikodebarong.com/ http://journals.sbmu.ac.ir/ch/ https://nersbaya.poltekkes-surabaya.ac.id/ Owner: BANG TABOLABALE SLOT GACORhttps://revistas.uasb.edu.ec/https://jurnal.uisu.ac.id/ Slot88 slot88 Slot gacor Situs toto Owner: SKYLIGHT https://raca.fiocruz.br/ https://revistas.umariana.edu.co/ https://journals.seedmedicalpublishers.com/ Slot Gacor Slot Gacor SLOT777 SLOT88 FOR4D FOR4D FOR4D tanpa keahlian khusus mas bacod menang mahjong ways 23 juta https://ocnba.org/events https://jellls.aliraqia.edu.iq/ anak kemarin sore ini menang berkali kali mahjong ways 2 hanya bermodal nekat biduk berhasil membeli motor hasil menang mahjong freelancer it tak sangka berhasil menang 17 juta mahjong ways sopir tuk tuk ini berhasil dapat scatter beruntun dari mahjong FR13NDS matauangslot matauangslot matauangslot slot88 slot777 slot777 slot777 slot777 slot777 slot777 slot dana scatter hitam slot777 slot777 slot777 JANKENDOR https://dentejo.poltekkes-surabaya.ac.id/ https://neurojs.org/index.php/go/ https://ceeratjsd.com/ BESTAM bokep lk21 croxyproxy https://ojs.unanda.ac.id/ https://ejurnal.stkipdamsel.ac.id/index.php/scl/ farminggroup.org materassomemory.org visualresearchnetwork.org brazoriafumc.org atmamayor.com viralblasts.com bloomboomdelivery.com Slot Online https://internationaljournal.co.in/ https://theusajournals.com/ https://aimjournals.com/ https://internationalbulletins.com/intjour/ https://nextscientists.com/ https://orientalpublication.com/ https://researchcitations.com/ matauangslot https://rasapedia.id/ for4d slot88 rtp slot shiowla for4d toto 4d shiowla
https://nana4djuara.com/nana4d-penyedia-bocoran-angka-prediksi-sydney-hari-ini-bocoran-togel-sdy-2d-3d-4d-jitu-akurat/satgas damai cartenz bongkar scatter hitam dari modal ratusan ribu jadi puluhan juta dior ss26 dan fenomena slot cuan dari modal puluhan ribu ke koleksi mewah scatter hitam di mbg jadi sorotan masbro nd ingatkan negara jangan kalah main Strategi Anak Kos Surabaya Uang Jajan 50 Ribu Berbuah Rp.247.600.000 Juta di Mahjong Ways 2 Main Mahjong Ways 2 Saat Gabut Mahasiswa Ini Panen Uang Rp240.600.000 Dengan Modal 60 Ribu 40 Ribu Berubah Jadi Rp 150 Juta Mahasiswa Ini Bikin Kaget ! Cuma Main Mahjong Langsung Dapat Rp 5 Juta ! Gimana Caranya Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Ways Mahjong Wins Guliran 19! Montir Rian Bandung Lunasi Sewa Bengkel Mahjong Wins RTP 94,3 di NEGO77 Montir Dinamo Starter Raka di Bandung yang Awalnya Bertahan dengan Hutang Warung, Kini Bisa Bangkit Berkat Mahjong Wins di NEGO77 dengan RTP LIVE 94,2% Guliran 22! Montir Wahyu Solo Sukses Mahjong Wins RTP 94,4 di NEGO77 Mahjong Wins Mahjong Wins Mahjong Ways 3 Kasih Rp32Jt! Montir Bayu Palembang Bangkit RTP 93,8 di NEGO77 Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Modal 60Rb! Montir Bima Cilegon Cuan Mahjong Wins 3 RTP 95,2 di NEGO77 Modal 70Rb! Montir Tono Yogya Menang Mahjong Wins 3 RTP 95,5 di NEGO77 Modal Tipis! Montir Hendra Semarang Senyum Usai Menang Mahjong Wins 2 RTP 95,0 Scatter Hitam NEGO77 Montir Body Repair Rizky di Pekanbaru Justru Kantongi Rp27.800.000 dari Servis Nissan March Lalu Menang di Mahjong Wins di NEGO77, Berkat Scatter Hitam dengan RTP LIVE 93,7% Montir Yoga Tangerang Raih Rp32,4Jt L300, Menang Mahjong Wins RTP 94,0 di NEGO77 Mahjong Wins Mahjong Wins Penjahit Sepatu Cikarang Aktifkan Double Chance Mahjong Wins di UJI77 Modal Rp45.000 Tembus Rp32.400.000 Beli Mesin Jahit Industri Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Mahjong Wins Putaran 11! Montir Adi Semarang Menang Mahjong Wins 3 Fortuner RTP 93,9 di NEGO77 Putaran 15! Montir Aldi Tangerang Menang Mahjong Wins 3 City RTP 94,3 di NEGO77 Putaran 15! Montir Gilang Pekalongan Menang Mahjong Ways 2 RTP 94,5 di NEGO77 Rp31,9 Juta! Montir Arman Palembang Menang Mahjong Ways 2 RTP 93,7 Mahjong Wins Mahjong Wins Mahjong Wins Spin 13! Montir Fajar Surabaya Menang Mahjong Ways 3 RTP 94,5 di NEGO77 Spin 16! Montir Jaka Palembang Pecahkan Mahjong Wins 2 XL7 RTP 96,2 di NEGO77 Spin 18! Montir Fahri Bogor Menang Mahjong Ways 1 RTP 94,3 di NEGO77 Spin 19! Montir Dani Medan Jackpot Mahjong Wins 2 Xpander RTP 96,2 di NEGO77 Spin 21! Montir Fery Bekasi Cuan Mahjong Ways 2 City RTP 95,4 di NEGO77 Spin 26! Montir Andri Semarang Tenang Usai Menang Mahjong Ways 3 RTP 95,8 Spin 27! Montir Andri Tangerang Tenang Lagi Mahjong Ways 3 RTP 95,9 Spin 28! Montir Joko Bandung Pecahkan Mahjong Ways 2 Calya RTP 95,8 di NEGO77 Mahjong Wins Mahjong Wins Trik 8 Detik! Montir Bima Cilegon Tambah Cuan Mahjong Ways 1 Luxio RTP 92,6 di NEGO77 Trik 9 Detik! Montir Rio Yogya Tambah Cuan Mahjong Ways 1 Sirion RTP 92,8 Harga Emas Melojak Tajam Live RTP Menjadi Acuan di Mahjong Ways 3 Seorang Kakek di Jawa Tengah Terkejut Menemukan Scatter Hitam di Mahjong Ways Resep Masak Scatter Hitam Ala Ala Masakan Server Jepang Jefcol Pemuda Asal Malang Menang Besar di Mahjong Ways 3 Berkat Bantuan Scatter Hitam Riski Pecahkan Rekor Kemenangan di Mahjong Ways 3 For4D Bermodal Live RTP dan Pola Mesin777 Scatter Hitam Meledakkan Dimas Si Supir Metromini Yang Mendapatkan Banjirnya Scatter Hitam Begini Caranya Unutuk Mendapatkan Scatter Hitam Mahjong Ways 2 DI FOR4D dapatkan cuanmu sekarang bermain mahjong ways SCATTER HITAM Nongol Terus di Mahjong Ways 2 For4D Arif Punya Cara Mudah Menang Cuan Gak Ada Henti Saldo Meledak Tips dan Trik Menaklukkan Scatter Hitam di Permainan Mahjong Ways 2 Rahasia buk Santi Sang Penakluk Naga Hitam Ganas Terungkapnya Rahasia Bermain di Mahjong Ways 3 Lengkap dengan Tutorial Fenomena Scatter Hitam Resep Masakan Bu Siti yang Mendadak Viral dan Jadi Perbincangan Warganet Bu Guru Salsa Viral Usai Bermain Scatter Hitam di Mahjong Ways 3 Boy Mahasiswa Asal Jakarta Bagi Bagi Saldo Dana Gratis Usai Menang 88 Juta di Mahjong Ways Rahasia Terbaik Lele dengan Bibit Asli Scatter Hitam Auto Cuan Tiap Hari Strategi Anak Kos Surabaya Uang Jajan 50 Ribu Berbuah Rp.247.600.000 Juta di Mahjong Ways 2 RTP presisi Mahjong Wins 3 kombinasikan Tak Disangka Pekerja Angkat Sawit dengan Gaji Kecil Berubah Jadi Bos Sawit Setelah Menang Mahjong Ways 2 Teknik Scatter Hitam Bocor Dari Joni Operator Bengkel Surabaya Modal 35K Tembus Jackpot 198 Juta Berkat Pola Panda Habanero RTP Tinggi Heboh Modal Receh Seratus Ribu di Mahjong Ways 2 Mengubah Pemain Jadi Trader Crypto Sukses dengan Cuan Fantastis Viral Modal Kecil Bermain Mahjong Ways 2 Bisa Mengantarkan Pemain Jadi Bos Tambang Emas Mendadak Dari Hidup Pas Pasan Pemain Mahjong Ways 2 Mendadak Jadi Juragan Perkebunan Setelah Raup Kemenangan Fantastis Berawal dari Modal Receh di Mahjong Ways 2 Pria Desa Kini Jadi Pengusaha Properti Muda yang Sukses Rahasia Scatter Hitam Mahjong Ways 2 yang Jarang Terungkap Pemain Desa Jadi Kaya Mahjong WinsDari Sawah ke Sydney-Hongkong: Perjalanan Tak Biasa Seorang Petani Viral Seorang Warga Kabanjahe Jadi Miliarder Usai Coba Bermain di Aplikasi Togel 4D https://aeriumanalytics.com/news/kisah-ismawati-petani-jawa-barat-yang-terbang-ke-sydney-hongkong-bermain-togel-4d-dan-menang-rp-10-juta.html https://aeriumanalytics.com/news/viral-seorang-warga-kabanjahe-jadi-miliarder-usai-coba-bermain-di-aplikasi-togel-4d.html https://nusantaraprediksi.com/prediksi-nusantara-hadir-dengan-prediksi-togel-chatuchak-terbaru-hari-ini-01-oktober-2025/ https://nusantaraprediksi.com/prediksi-nusantara-hadir-dengan-prediksi-togel-pattani-terbaru-hari-ini-01-september-2025/ https://nusantaraprediksi.com/prediksi-nusantara-hadir-dengan-prediksi-togel-hongkong-terbaru-hari-ini-rabu-01-oktober-2025/ https://nusantaraprediksi.com/prediksi-nusantara-hadir-dengan-prediksi-togel-pcso-terbaru-hari-ini-rabu-01-oktober-2025/ https://nusantaraprediksi.com/nusantaraprediksi-prediksi-togel-singapore-hari-ini-rabu-01-oktober-2025/ https://nusantaraprediksi.com/prediksi-nusantara-hadir-dengan-prediksi-togel-praha-terbaru-hari-ini-rabu-01-oktober-2025/ https://nusantaraprediksi.com/prediksi-nusantara-hadir-dengan-prediksi-togel-sydney-terbaru-hari-ini-rabu-01-oktober-2025/ https://nusantaraprediksi.com/prediksi-nusantara-hadir-dengan-prediksi-togel-cambodia-terbaru-hari-ini-rabu-01-oktober-2025/