Stress and Stigma Among Psychiatric Caregivers: Effects of a Video-Based Orientation and Feature Importance Via SVR

Overview

Determinants of Stress and Stigma Among Caregivers of Psychiatric Patients: The Effect of a Video-Based Orientation Intervention Conducted by: Faculty of Medicine, Karadeniz Technical University (KTU) Purpose of the Study: This study aims to examine the stress and stigma experienced by first-degree relatives (parent, spouse, or child) of patients hospitalized in a psychiatric unit, and to evaluate the effect of a video-based orientation training on these experiences. Where and When Is the Study Conducted? The study will take place in the psychiatric ward of KTU Farabi Hospital between July 15 and September 30, 2025. Who Can Participate? You can take part in this study if you are: A first-degree relative of a psychiatric inpatient, 18 years of age or older, Able to read, write, and communicate verbally, Willing to participate voluntarily. What Will Happen During the Study? Participants will be randomly assigned to one of two groups: Intervention group: Will receive video-based orientation training. Control group: Will receive standard routine orientation. The video training includes four sessions (each lasting about 45-60 minutes). These sessions cover: Introduction to the psychiatric unit and the research, What stigma means and how it affects caregivers, Basic information about mental illnesses and treatment, How to understand and cope with stigma. You will be asked to complete two short questionnaires: one before and one week after the training. These help us understand your stress levels and feelings of stigma. Confidentiality and Ethics: This study has been approved by the Scientific Research Ethics Committee of Karadeniz Technical University. All information you provide will be kept confidential and used only for scientific purposes. Your participation is voluntary, and you may withdraw from the study at any time without giving a reason. Contact Information: If you would like more information, feel free to contact the research team.

Determinants of Stress and Stigma Among Caregivers of Psychiatric Patients: The Effect of a Video-Based Orientation Intervention and Feature Importance Analysis Using Support Vector Regression Conducted by:Faculty of Medicine, Karadeniz Technical University (KTU) Overview and Purpose of the Study:This scientific study is designed to explore the emotional and social challenges faced by family members who care for individuals with mental illness. In particular, it focuses on two common experiences: stress and stigma. The goal is to assess whether a specially prepared video-based orientation training can help reduce the perceived stress levels and the feelings of being stigmatized among caregivers. By participating in this study, you will contribute to valuable research that can improve future support programs for families like yours. What Is Stigma and Why Is It Important?"Stigma" refers to the negative beliefs and attitudes that society may hold about mental illness. Unfortunately, these beliefs do not only affect individuals with mental illness-they can also impact their families and caregivers. You may have experienced situations where people judged you or treated you differently because you care for someone with a psychiatric condition. This study aims to help reduce such experiences by offering accurate information, emotional support, and tools for coping. Study Duration and Location:The study will be conducted between July 15 and September 30, 2025, at the psychiatric ward of KTU Farabi Hospital, located in northeastern Türkiye. This ward is a secure unit where patients with severe psychiatric symptoms receive treatment and support. Who Can Participate?You are eligible to participate if you: Are a first-degree relative (mother, father, spouse, or child) of a patient currently hospitalized in the psychiatric unit, Are 18 years or older, Can read, write, and communicate verbally, Volunteer to participate in the study. Individuals who have a current psychiatric diagnosis themselves or a history of substance use, dementia, or other serious mental conditions will not be included in the study. What Does Participation Involve? After agreeing to join the study, you will be randomly placed into one of two groups: The Intervention Group: You will attend four video-supported orientation sessions. The Control Group: You will receive routine orientation as typically provided in the hospital. The video-based training program will be led by mental health professionals and held in a quiet, comfortable room within the psychiatric unit. Each session will last about 45-60 minutes, and will cover the following topics: Introduction to the psychiatric unit and the research - a video tour and Q\&A session Understanding stigma - what stigma is, how it affects caregivers, and personal experiences Basic information about mental illnesses - causes, symptoms, treatment options, and how to provide care Coping with stigma - strategies and tools to manage emotional and social stress You will also be asked to fill out two brief questionnaires: Once before the training (pre-test) Once one week after the training (post-test) These questionnaires help us evaluate the impact of the training on your stress and stigma levels. Benefits of Participation: Gain knowledge and insight about the mental health system and caregiving. Learn new strategies to cope with emotional challenges and societal stigma. Contribute to scientific research that may improve mental health care policies and family support services. Confidentiality and Ethics:This study has been reviewed and approved by the Scientific Research Ethics Committee of Karadeniz Technical University. All the information you provide will be kept strictly confidential and used solely for research purposes. Participation is entirely voluntary, and you are free to withdraw at any time without any consequences. Contact Information:If you have any questions or would like further details about the study, please feel free to contact the research team. Your questions are always welcome. We thank you sincerely for considering participation in this important research.