Frontiers in Public Health | Public Mental Health

Original Research

Published on 04 Jun 2025

A risk prediction system for depression in middle-aged and older adults grounded in machine learning and visualization technology: a cohort study

in Public Mental Health

Jinsong Du
Xinru Tao
Le Zhu
Wenhao Qi
Xiaoqiang Min
Hongyan Deng
Shujie Wei
Xiaoyan Zhang
Xiao Chang

Frontiers in Public Health

doi 10.3389/fpubh.2025.1606316

2,646 views

Original Research

Published on 04 Jun 2025

Change in lifestyle and mental health in young adults: an exploratory study with hybrid machine learning

in Public Mental Health

Nayoung Park
Hyekyung Woo

Frontiers in Public Health

doi 10.3389/fpubh.2025.1562280

2,668 views

Original Research

Published on 04 Jun 2025

Patterns and prevalence of depression, tobacco, and caffeine use among university students from different majors in Lebanon: a cross-sectional study

in Public Mental Health

Afife El Hashem
Angela Bou Saba
Anna Maria Bou Madi
Caroline Mahfouz
Clara Derian
Elie El Husseiny
Jeanne-Marie Hanna
Maguy El Hayek
Shafika Assaad

Frontiers in Public Health

doi 10.3389/fpubh.2025.1605086

2,177 views

Original Research

Published on 03 Jun 2025

Public mental health stigma and suicide rates across Europe

in Public Mental Health

Lara Oblak

Frontiers in Public Health

doi 10.3389/fpubh.2025.1554072

4,151 views

Original Research

Published on 03 Jun 2025

The association between myopia and mental health among Chinese children in primary and secondary school: a cross-sectional study

in Public Mental Health

Shijie Yu
Hongpo Yin
Wei Sun
Ruosong Yang
Ronghua Lai
Yushan Yu
Hongsheng Bi
Jianfeng Wu

Frontiers in Public Health

doi 10.3389/fpubh.2025.1598790

7,036 views

Original Research

Published on 02 Jun 2025

The impact of physical activities on adolescents’ rule consciousness: the chain mediation effect of friendship quality and emotional intelligence

in Public Mental Health

Jiahui Peng
Li Cao
Deqiao Zhou

Frontiers in Public Health

doi 10.3389/fpubh.2025.1581016

989 views

Original Research

Published on 30 May 2025

Prevalence and factors associated with fear of childbirth in late pregnancy: a cross-sectional study

in Public Mental Health

Dongning He
Jinling Zhang
Guoyu Wang
Yan Huang
Na Li
Mingxin Zhu
Yangxue Meng
Biru Luo

Frontiers in Public Health

doi 10.3389/fpubh.2025.1589568

1,408 views

Original Research

Published on 30 May 2025

Network analysis of interpersonal conflict, emotional exhaustion and psychological distress among mental health nurses in the workplace: a cross-sectional survey

in Public Mental Health

Fangxinrui Qiu
Yuan Li
Chunfen Zhou
Yidan Sun
Jie Li
Jiao Tang

Frontiers in Public Health

doi 10.3389/fpubh.2025.1559351

1,771 views

Original Research

Published on 30 May 2025

Mental health disorders and quality of life among Saudi women who have experienced domestic violence

in Public Mental Health

Hend Faye AL-shahrani
Mohammad Ahmed Hammad

Frontiers in Public Health

doi 10.3389/fpubh.2025.1568733

1,337 views

Brief Research Report

Published on 30 May 2025

Adverse childhood experiences affect health outcomes for adults in North Dakota: 2019–2022 BRFSS population profile

in Public Mental Health

Ramona A. Danielson
Matthew Schmidt
Miranda A. Griechen

Frontiers in Public Health

doi 10.3389/fpubh.2025.1517431

1,989 views

Original Research

Published on 30 May 2025

Depression and the use of conversational AI for companionship among college students: the mediating role of loneliness and the moderating effects of gender and mind perception

in Public Mental Health

Lizu Lai
Yiyu Pan
Ranyuan Xu
Yanglang Jiang

Frontiers in Public Health

doi 10.3389/fpubh.2025.1580826

2,073 views

Original Research

Published on 30 May 2025

Causal effects of social media use on self-esteem, mindfulness, sleep and emotional well-being: a social media restriction study

in Public Mental Health

Matthias Maerevoet
Marlies Van de Casteele
Eowyn Van de Putte
Dries Debeer
Kristof Hoorelbeke
Maarten Vansteenkiste
Ernst H. W. Koster

Frontiers in Public Health

doi 10.3389/fpubh.2025.1548504

2,442 views

Original Research

Published on 30 May 2025

Understanding mental health among university students in Kenya: what role do family support and age play?

in Public Mental Health

Bylhah Mugotitsa
Reinpeter Momanyi
Joseph Kuria
David Amadi
Jacob Masai
Eric Angula
Benjamin Tsofa
Jay Greenfield
Jim Todd
Agnes Kiragga

Frontiers in Public Health

doi 10.3389/fpubh.2025.1557058

2,965 views

Original Research

Published on 30 May 2025

Exploring mental health literacy and its associated factors among health care providers: a National Cross-Sectional Study in Saudi Arabia

in Public Mental Health

Naif Z. Alrashdi
Riyaz Ahamed Shaik
Mohammad Shakil Ahmad
Bader A. Alrasheadi
Tariq H. Alotaibi
Ibrahim Z. Alrashedy
Sarah Bajuaifer
Sadiya Ahmad
Khlooud Awad Alrashidi
Nora A. Althumiri

Frontiers in Public Health

doi 10.3389/fpubh.2025.1564013

1,018 views

Original Research

Published on 30 May 2025

Men’s experiences of suicide bereavement: a qualitative study of psychosocial impacts and coping

in Public Mental Health

Karl Andriessen
Nina Logan
Shelley-Anne Ball
Tim De Goey
Dianne Currier
Karolina Krysinska

Frontiers in Public Health

doi 10.3389/fpubh.2025.1613951

1,654 views

Original Research

Published on 29 May 2025

Exploring the multidimensional impact of caregiver burden in patients with inflammatory bowel disease

in Public Mental Health

Yuan Yuan
Hao Wang
Xiaomei Song
Wei Tan
Yan Liu
Hongli Liu
Chaoqun Hu
Hong Guo

Frontiers in Public Health

doi 10.3389/fpubh.2025.1528778

1,448 views