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All Journal Sosiohumaniora Konselor Jurnal Konseling dan Pendidikan Jurnal Dakwah Risalah Al Fikra : Jurnal Ilmiah Keislaman An-Nida' Sosial Budaya Psikopedagogia JOIV : International Journal on Informatics Visualization Al Ishlah Jurnal Pendidikan Madaniyah: Terciptanya Insan Akademis Berkualitas Dan Berakhlak Mulia Madania: Jurnal Ilmu-Ilmu Keislaman Edukasi Islami: Jurnal Pendidikan Islam GUIDENA: Jurnal Ilmu Pendidikan, Psikologi, Bimbingan dan Konseling JURNAL PENDIDIKAN TAMBUSAI Islamic Guidance and Counseling Journal Jurnal EDUCATIO: Jurnal Pendidikan Indonesia JPGI (Jurnal Penelitian Guru Indonesia) Al-Tazkiah : Jurnal Bimbingan dan Konseling Islam Jurnal Inovatif Ilmu Pendidikan Didaktik : Jurnal Ilmiah PGSD STKIP Subang Journal of Counseling and Educational Technology Suluah Bendang: Jurnal Ilmiah Pengabdian Kepada Masyarakat Al-Ittizaan : Jurnal Bimbingan Konseling Islam Jurnal Al-Irsyad: Jurnal Bimbingan Konseling Islam Psikobuletin: Buletin Ilmiah Psikologi JETE Al-Isyrof: Jurnal Bimbingan Konseling Islam Counseling Milenial (CM) Kutubkhanah Jurnal Penelitian Sosial Keagamaan Al-Ihda' : Jurnal Pendidikan dan Pemikiran Jurnal Kajian Ilmu Pendidikan (JKIP) Southeast Asian Journal of Technology and Science Jurnal Administrasi Pendidikan dan Konseling Pendidikan Arus Jurnal Psikologi dan Pendidikan TSAQIFA NUSANTARA: Jurnal Pembelajaran dan Isu-Isu Sosial IHSAN : Jurnal Pendidikan Islam DZURRIYAT : Jurnal Pendidikan Islam Anak Usia Dini Al-Zayn: Jurnal Ilmu Sosial & Hukum Jurnal Pengabdian Masyarakat dan Riset Pendidikan KONSELOR Jurnal Pendidikan, Bahasa dan Budaya Jurnal Penelitian Pendidikan Indonesia Aflah Consilia JURNAL KELUARGA SEHAT SEJAHTERA Sultan Adam : Jurnal Hukum dan Sosial Ulil Albab Welvaart: Jurnal Ilmu Kesejahteraan Sosial Lentera Negeri Journal of Counseling, Education and Society SCHOULID: Indonesian Journal of School Counseling JRTI (Jurnal Riset Tindakan Indonesia) COUNS-EDU: The International Journal of Counseling and Education Social, Educational, Learning and Language (SELL) Asian Journal of Islamic Studies and Society
M. Fahli Zatrahadi
Universitas Islam Negeri Sultan Syarif Kasim Riau
Religion Arts Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Mechanical Engineering Nursing Physics Public Health Social Sciences Other

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Facebook use intensity and time management among rural and urban housewives: A cross sectional comparative study with implications for mental health M. Fahli Zatrahadi; Syarifah Syarifah; Darmawati Darmawati; Ifdil Ifdil; Silvia Nofianti
Jurnal Konseling dan Pendidikan Vol. 14 No. 2 (2026): JKP
Publisher : Indonesian Institute for Counseling, Education and Therapy (IICET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29210/1193400

Abstract

Facebook is widely used by Indonesian housewives for social, domestic, and economic purposes, yet little is known about whether the intensity of use is related to how they manage their time, and whether this differs between rural and urban settings. This cross-sectional comparative study examined Facebook use intensity, time management, and mental health among housewives in Riau Province, Indonesia. A total of 100 housewives aged 25–50 years (50 from Simaliyang Village, Kampar Regency, representing a rural setting, and 50 from Kampung Melayu, Pekanbaru City, representing an urban setting) were selected by simple random sampling within purposively chosen sites and completed Likert-type scales of Facebook use intensity, time management, and mental health. Data were analyzed using descriptive statistics, chi-square tests, independent-samples t-tests, and simple linear regression. The rural and urban groups did not differ significantly in age, education, employment, or daily duration of Facebook use. Rural housewives reported higher Facebook use intensity than urban housewives (t(98) = 2.13, p = .036, d = 0.43), whereas time management did not differ between settings (t(98) = −0.37, p = .714). Facebook use intensity was not associated with time management (r = .02, 95% CI [−.18, .22]; F(1, 98) = 0.05, p = .831; R² = .000). Most respondents in both settings fell into the moderate categories of time management and mental health. The findings suggest that the amount of Facebook use alone is a poor indicator of housewives' time management. Future research should examine the purposes of use, self-regulation, and structural factors, and counseling-based digital literacy programs should focus on how, rather than how much, social media is used.
How psychological trauma shapes human decision-making: a systematic literature review of cognitive, emotional, and behavioral mechanisms Ifdil Ifdil; Nur Adila Wafiqoh Zulvi; M. Fahli Zatrahadi
Jurnal Konseling dan Pendidikan Vol. 14 No. 1 (2026): JKP
Publisher : Indonesian Institute for Counseling, Education and Therapy (IICET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29210/1227900

Abstract

sychological trauma is a public-health concern that cuts across emotional well-being and everyday decision-making. Both trauma and decision-making have been studied extensively, yet the mechanisms that connect adverse experiences to altered choice remain scattered across neuroscience, clinical psychology, and behavioral science. In this systematic literature review, we synthesize recent evidence on how trauma shapes human decision-making through cognitive, emotional, and behavioral pathways. The review follows PRISMA 2020. A structured Scopus search targeted English-language research articles published between 2022 and 2026. The search returned 886 records. After full-text assessment of 88 reports, 10 studies met the eligibility and quality criteria. Three convergent findings stand out. First, trauma disrupts value-based and reinforcement learning, which reduces behavioral flexibility and alters feedback sensitivity and belief updating. Second, greater threat appraisal, stronger stress reactivity, and impaired emotion regulation push decisions toward uncertainty avoidance and negative outcomes. Third, these shifts appear in risk-taking, substance-related choices, suicidality, and aggression. Overall, the evidence supports integrative models and trauma-informed, decision-focused clinical care.
Ai-enabled wearable and digital biomarkers for stress and mental health monitoring: a systematic literature review Ifdil Ifdil; Nur Adila Wafiqoh Zulvi; M. Fahli Zatrahadi
Jurnal Konseling dan Pendidikan Vol. 14 No. 2 (2026): JKP
Publisher : Indonesian Institute for Counseling, Education and Therapy (IICET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29210/1228000

Abstract

Stress, anxiety, depression, and post-traumatic stress disorder (PTSD) carry a heavy burden. Yet the usual way we assess them still leans on episodic, self-reported instruments, which don't always reflect real life. Now wearable biosensors, smartphones, and artificial intelligence (AI) are opening the door to digital biomarkers. In this systematic literature review, we looked at how AI takes physiological and behavioural signals from wearables and smartphones to detect, predict, and monitor stress and mental-health conditions. We followed PRISMA 2020. A Scopus search turned up 403 records. After 14 duplicates were removed, 389 records went into screening. From there, 88 full texts were assessed, and 15 studies published between 2018 and 2026 made the final cut. Each eligible study combined digital sensing with AI or machine learning and linked those signals to outcomes. Three main themes came out of the synthesis. Heart-rate variability remains the dominant biomarker. Multimodal signals, combining electrodermal, cardiac, and electroencephalographic data, tend to improve classification. And smartphone phenotyping pushes monitoring further into depression, social anxiety, and trauma. The reported performance is promising, but small samples, device heterogeneity, and limited interpretability still hold these models back. Future work needs to prioritise larger cohorts, standardised reporting, explainability, and proper clinical validation.
Explainable artificial intelligence in mental health assessment: a systematic review of interpretability techniques, trust, and clinical adoption Nilma Zola; Ifdil Ifdil; M. Fahli Zatrahadi; Nur Adila Wafiqoh Zulvi
Jurnal Konseling dan Pendidikan Vol. 13 No. 4 (2025): JKP
Publisher : Indonesian Institute for Counseling, Education and Therapy (IICET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29210/1228100

Abstract

Machine learning is now woven into mental health assessment, and the predictive models it produces are impressively accurate. Yet the black-box nature of those models keeps raising the same worries: transparency, clinician trust, and whether they can be adopted safely in practice. Explainable AI, or XAI, is often proposed as the answer, though the evidence on where it helps and how much is still scattered. We ran a systematic review following PRISMA 2020 to pull that evidence together. A structured search of Scopus turned up 403 records. After 18 duplicates were removed, 385 went into screening; 75 full texts were assessed, and 15 studies, all published between 2021 and 2025, made it into the final pool. Study design, mental health condition, modality, XAI technique, interpretability, trust, and clinical utility were all captured and synthesised thematically. Three things stood out. First, SHAP and other post-hoc feature-attribution techniques dominated the field, appearing across work on depression, suicide risk, stress, and anxiety alike. Second, explanation quality did shape trust and acceptance, but remarkably few studies actually involved human participants. Third, heterogeneity, small samples, geographic bias, and a lack of standardised metrics all limited how far the results could be compared or translated into practice. Where should the field go next? Priorities include clinician-in-the-loop evaluation, standardised reporting of explanation quality, and equitable external validation.
Co-Authors A. Muri Yusuf Abu Anwar Adam Brilliant Azufa Aden, Edris bin Afdal Afdal Afdal Afdal, Afdal Afrizawati Afrizawati Agustiar agustiar Agustiar Agustiar Alfiah Alfiah Alwizar Alwizar ALWIZAR ALWIZAR, ALWIZAR Amalianita, Berru Ananda Salsabila Yorasaki Andi Murniati Andi Murniati Andi Murniati Andi Murniati, Andi Murniati Anisa Siti Nurjanah Anisa Siti Nurjanah Anisa Siti Nurjanah Anisa Siti Nurjanah Anita Sari Annisa Safitri Annisaislami Khairati Ansharullah Ansharullah Ansharullah Ansharullah Arbi Arbi Arsy, Nur Arwan Arwan Arwan Arwan As'ari Djohar Aslati Aslati Astri Ayu Purwati Atik Nasitah Hani Audia Defita Awalya Siska Pratiwi Ayu Lestari Badjie, Haruna Bah, Yahya Muhammed Bakar, Abu Yazid Abu Cherly Nadifa Daharnis Daharnis Darmawati , Darmawati Darmawati Darmawati Darmawati Darmawati Darmawati Darmawati Darmawati Darmawati Darmawati Darmawati Darmawati Drm Dea Aulia Dea Aulia Dery Zelviro Ronanda Desnita, Wulan Dewi Sinta Dhea Anggih Rosmi Diana Septi Purnama Diky Alwali FA Drm, Darmawati Edris bin Aden Eldi Pratama Eli Sabrifha Ellya Roza Elrisfa Magistarina Emovwodo, Silas Oghenemaro Eribica Ulta Olevidia Ernita, Mahdar Eva Dewi Fadillah, Fanny Suci Fadli, Muhammmad Ridho Fanessa Salsabila Fathimah Adelia Putri Fathimah Adelia Putri Fatmawati Fatmawati Firman Firman Gassama, Saikou Gebriella Berlian Gecky Defkan Dirgantara Ghozali Nurfauzi Gian Sugiana Sugara Gian Sugiana Sugara, Gian Sugiana Ginting, Dwi Zahra Maulidia Habibis Saleh Hakmi Wahyudi Hakmi Wahyudi HKM Halil Khusairi Hamzah, Muhammad Luthfi Haruna Badjie Hasnah Zaini Hendri K, Hendri Herlina Herlina Herman Nirwana Hetty Rahmawati HKM, Hakmi Wahyudi Ifdil Ifdil Ifdil Ifdil Ifdil Ifdil Ika Nurbaiti Rifri Yanti Irma Jumida Yanti Ismail, Izwah binti ISQ, Istiqomah Istiqomah ISQ istiqomah istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Istiqomah Itsar Bolo Rangka Jeni Oktaviani Jimly Assiddiqi Juwara, Kemo Kadek Suranta Kemo Juwara Khairati, Annisaislami Khairul Amri Khairul Bariyyah Khairul Bariyyah Khairunisa Khairunisa Lailatul Maghfirah Zulas Laily Tiarani Soejanto Lastri Nita Shela Lika, Lika Linda Fitria Listiawati Susanti Listiawati Susanti Lubis, Nur Kholilah M. Miftahuddin M. Ridwan Hasbi Mahaly, Sawal Malasari, Nurjanah manja, Manja Lestari Marjohan Marjohan Meylani Fitria Mhd. Taufik Hidayat Mifathuddin Mifathuddin Miftahhuddin, Miftahuddin Miftahuddi Miftahuddi Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Miftahuddin Mifthauddin, Mifthauddin Mita Annisa Mudjiran Mudjiran Mudjiran Muhammad Arya Ghifari Muhammad Luthfi Hamzah Muhammad Resqi Muhammad Rivai Nadia Febriani Natasya, Dita Naufal Alwan Adilah Neng Sinta Fatimah Netrawati, Netrawati Neviyarni Neviyarni Nikmarijal, Nikmarijal Nila Mufthia Ramadhani Nilma Zola Nofmiyati Nofmiyati Novira Wadyah Nur Adila Wafiqoh Nur Adila Wafiqoh Zulvi Nur Adila Wafiqoh Zulvi Nur Adila Wafiqoh Zulvi Nurahasnawati Nurahasnawati Nurdin Nurdin Nurfazrianti, Maisitoh Nurhaliza Nurhaliza NURHASNAWATI NURHASNAWATI NURHASNAWATI NURHASNAWATI Nurjanah, Anisa Siti Nurul Fadhilah Desmi Nurul Husna Binti Abd Malek Nurulhasya Binti Mohd Adzeman Nurwita Nurwita Paul Arjanto Perengki Susanto Pratiwi Fadli, Rima Purwati, Astri Ayu Putri, Syella Hayani Putri, Yola Eka Rahmad Rahmad Rahmad Rahmad Rahmad Rahmad Rahmat, Zetri Raisah Hikmah Jas Rani Navila Sari Ranto Maulana Sianturi Rati Wulan Reizki Maharani Reizki Maharani Ria Triani Rima Pratiwi Fadli Rima Pratiwi Fadli Rima Pratiwi Fadli Riska Ahmad Rohani Rohani Rohani Rohani Rosmita Rosmita S. Suhaimi Saikou Gassama Santy Andrianie Saputra, Aldi Sariah Sariah Sawal Mahaly Seliah Rindiani Sely Dea Dewita Septya, Ulya Reva Sigit Sanyata Silas Oghenemaro Emovwodo Silawati Silawati Silawati Silawati Silvi Silvi Silvia Nofianti Simbolon, Parlindungan Sindi Ayudia Pama Siti Herawati Siti Khoirun Nisa Siti Umairah Situmorang, Dominikus David Biondi Soeci Izzati Adlya Soeci Izzati Adlya Sopi Meirani Suci Wulandari Suhaili, Neviyarni Suhaimi Suhaimi Suhaimi Suhaimi Suhaimi Suhaimi Suhaimi Suhaimi Suhaimi Suhaimi Suhaimi Suhaimi Suhartiwi, Suhartiwi Suhertina Suhertina Suhertina Suhertina Suranta, Kadek Susiba Susiba Syafaruddin Syafaruddin Syafaruddin Syafaruddin Syafi'ah Syafi'ah Syafi'ah Syafi'ah Syafi'ah, Syafi'ah Syahniar Syahniar Syahputra, Yuda Syarifah Syarifah Syarifah Syarifah, Syarifah Syarifuddin Syarifuddin Taufik Hidaya Tullah Triwanda Hamidah Umul Sakinah Usman Usman Usman Usman Vando Kristi Makaruku Vando Kristi Makaruku Yahya Muhammed Bah Yasnel, Yasnel Yeni Karneli YR, Nurul Alfatya Yulian Hermanus Wenno YULIAN HERMANUS WENNO Yuliharti Yuliharti Yuliharti Yuliharti Yundari, Yundari Yuni Anggaraini Yurnalis Yurnalis Yurnalis Yurnalis Zengenene, Maybe Zetri Rahmat Zubaidah R, Zubaidah