{"title":"Validating Emotion Analysis on Social Media Text for Detecting Psychological Distress: A Cross-Sectional Survey.","authors":"Sehee Kim, Seungjea Lee, Elina Lee","doi":"10.1080/01612840.2025.2488328","DOIUrl":"10.1080/01612840.2025.2488328","url":null,"abstract":"<p><p>This study investigates the relationship between self-reported psychological distress and emotions in social media posts, using a deep learning-based emotion analysis model. A cross-sectional design was used, collecting data from Instagram and Threads between June and September 2024. Social media users completed a survey assessing psychological distress, including depression, anxiety, perceived stress, and social isolation, and consented to the analysis of their textual posts. The emotion analysis model, based on KoBERT, classified seven emotions-happiness, sadness, anger, neutrality, anxiety, disgust, and surprise-in the text. Data from 87 participants and 2,610 sentences were analyzed using Pearson's correlation, t-tests, and ROC curves with SPSS software. Results showed a strong link between emotional expressions in posts and reported distress, with the most significant correlations involving happiness and sadness across all distress types. The model also demonstrated high predictive accuracy for psychological distress, with an AUC ranging from 0.845 to 0.924 (<i>p</i> < 0.001). These findings support the use of emotion analysis as a tool for early detection and monitoring of psychological distress through social media, highlighting its potential in mental health interventions.</p>","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"614-623"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144035766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"\"I'm a Flower in Concrete\": A Qualitative Analysis of the Language, Culture, and Identity of African American Women Dementia Caregivers During a Pandemic: Part 3.","authors":"Shanae Rhodes, Pamela Recto, Janna Lesser","doi":"10.1080/01612840.2025.2476159","DOIUrl":"10.1080/01612840.2025.2476159","url":null,"abstract":"","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"642-646"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143657112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Statement of retraction: Declining Life Expectancy in the U.S.","authors":"","doi":"10.1080/01612840.2025.2497221","DOIUrl":"10.1080/01612840.2025.2497221","url":null,"abstract":"","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"649"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143992974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Leadership with a Learning-Oriented Relationship Supports Nursing Staff in a Changed Approach Towards Health.","authors":"Annette Björk, Kristofer Björk, Ylva Rönngren","doi":"10.1080/01612840.2025.2475359","DOIUrl":"10.1080/01612840.2025.2475359","url":null,"abstract":"<p><p>Managers in psychiatric outpatient care may play a crucial role in motivating staff to adopt new approaches, often navigating challenges such as organisational resistance and the complexities of the care environment. This study describes managers' experiences motivating staff to adopt a new approach by implementing a lifestyle program for individuals with mental illness in an outpatient psychiatric setting. Interviews with seven managers revealed an overarching theme of a \"learning-oriented relationship,\" emphasising the importance of mutual engagement and staff development. The findings highlight that building relationships and prioritising staff development enhance engagement and facilitate meaningful change. A learning-focused leadership style-marked by inspiration, support, and trust-emerged as a key driver of sustainable change and the adoption of health-promoting practices. This leadership approach may not only aid the implementation of new initiatives but also foster a workplace culture grounded in collaboration, growth, and shared purpose. The study also underscores the importance of training managers in frameworks like Self-Determination Theory, focusing on inspirational motivation and personalised support. Embodying genuine care managers can create an empowering environment that enables staff to embrace and sustain new practices. Future research should explore perspectives to refine strategies for implementation in complex healthcare settings.</p>","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"579-586"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143673900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sonia Rönning, Rose-Marie Johansson-Pajala, Susanne Olofsdotter, Kent W Nilsson, Maria Harder
{"title":"Registered Nurses' Promotion of Children's Participation During Medication Follow-Up in Child and Adolescent Psychiatric Outpatient Care.","authors":"Sonia Rönning, Rose-Marie Johansson-Pajala, Susanne Olofsdotter, Kent W Nilsson, Maria Harder","doi":"10.1080/01612840.2025.2484607","DOIUrl":"10.1080/01612840.2025.2484607","url":null,"abstract":"<p><p>Children treated with psychotropic medication have regular medication follow-ups with registered nurses (RNs) at the child and adolescent psychiatric outpatient care (CAPOC) unit, where RNs are responsible for ensuring that children can actively participate in their care on their own terms. This study explored how RNs in Swedish CAPOC units promote children's participation in medication follow-ups. Five focus group interviews were conducted with in total 32 RNs, and the data obtained were analyzed by qualitative thematic analysis. Three themes demonstrate how RNs adapt the medication follow-ups to promote children's participation: the first concerns balancing the needs and desires of both the child and the parents; the second involves recognizing each child based on their unique circumstances and interests; and the third theme is about how RNs adjust their communication to ensure that the child is given comprehensible information and has the opportunity to express themself. Our findings highlight how RNs promote children's participation in medication follow-ups and the challenges they encounter in accordance with child-centered care. In this three-way relationship with RNs, the child, and parents, RNs need to balance between the child's perspective and the parents' needs and desires.</p>","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"521-528"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143983996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Catherine Hungerford, Robert Batterbee, Karen Heslop
{"title":"Presence in Mental Health Nursing.","authors":"Catherine Hungerford, Robert Batterbee, Karen Heslop","doi":"10.1080/01612840.2025.2476157","DOIUrl":"10.1080/01612840.2025.2476157","url":null,"abstract":"","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"638-641"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143657131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Role of Controversy in Interprofessional Learning in Mental Health Care: A Case Study.","authors":"T Viking, U Hylin, L Nilsson","doi":"10.1080/01612840.2025.2489627","DOIUrl":"10.1080/01612840.2025.2489627","url":null,"abstract":"<p><p>An interprofessional team was commissioned to give their response to a law proposal in compulsory psychiatric care. In this work a controversy arose due to the opposing opinions within the team about the use of a restraining method. This study aimed to investigate how the team handled the controversy and how the strategies used had implications for interprofessional learning (IPL), which is the learning that arises from interactions between different professions. In this case study, interviews were conducted and a narrative analysis was used. The controversy was primarily managed through compromise. The findings reveal how IPL was negatively affected when the members projected expert dominance. The team used three problem-solving tactics: defining and arguing the problem as belonging to the own area of expertise, mobilization of external experts to bring new arguments for the own rational fact, and, a negotiated closure or a compromise. Consequently, the findings also showed that even if power dominance was exerted, social affective learning was possible. Constructive management of these controversies is crucial to improve the quality of mental health care. Controversial dilemmas often arise in complex mental health care; therefore, strengthening the capacity to respect and maximize diversity of expertise for patient-centered problem solving is recommended.</p>","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"624-632"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144003596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Garcia Adaptive Equilibrium Theory (GAET): A New Nursing Theory for Mental Health Nursing.","authors":"Gryan Garcia","doi":"10.1080/01612840.2025.2488323","DOIUrl":"10.1080/01612840.2025.2488323","url":null,"abstract":"<p><p>Mental health nursing demands a dynamic, patient-centered approach that goes beyond crisis intervention and symptom management. Traditional models like the Roy Adaptation Model and Tidal Model emphasize adaptation and recovery but fall short in capturing the fluid, nonlinear nature of mental health. The Garcia Adaptive Equilibrium Theory (GAET) introduces a new framework viewing mental health as a continuous balancing process. In this model, nurses serve as Equilibrium Facilitators, identifying points of instability and intervening early to prevent crises.Central to GAET is the Equilibrium Spectrum, which conceptualizes mental health as a fluctuating continuum-from stability to severe distress. Unlike traditional psychiatric approaches focused on reactive treatment, GAET incorporates Equilibrium Forecasting, a proactive assessment strategy that integrates subjective tools (scales, narratives) and objective data (biomarkers, physiologic signs) to anticipate deterioration.By reframing mental health care around real-time stabilization, GAET promotes early intervention, sustained well-being, and a shift toward preventive, holistic care. This theory redefines psychiatric nursing as an active, interdisciplinary practice focused on maintaining equilibrium rather than responding to disruption-empowering nurses to lead in mental health stabilization and prevention.</p>","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"511-520"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143965288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Johan Berlin, Malin Hildebrand Karlén, Thomas Nilsson, Märta Wallinius
{"title":"An Inductive Content Analysis of Collaborative Violence Risk Management Plans in a High-Security Forensic Psychiatric Hospital.","authors":"Johan Berlin, Malin Hildebrand Karlén, Thomas Nilsson, Märta Wallinius","doi":"10.1080/01612840.2025.2483248","DOIUrl":"10.1080/01612840.2025.2483248","url":null,"abstract":"<p><p>This study explored a new method for nursing staff's work with collaborative violence risk management, to be used in forensic psychiatric inpatient settings. The components of the method, the background to, and the rationale for collaborative risk management in forensic mental health settings were outlined. An inductive content analysis of 50 of these collaborative violence risk management plans was conducted. The focus of the analysis was the types and frequencies of early warning signs for aggression, risk factors/scenarios for aggression, risk management strategies, and responsibilities devised to address that risk as well as goals agreed upon between patients and staff concerning that risk. The results showed that patients and staff could generate collaborative violence risk management plans which displayed a content with a high degree of face validity and content validity when comparing the content of the plans to previous literature on violence risk assessment and management in forensic mental health settings. Although collaborative work on violence risk and violence risk management poses several challenges within forensic psychiatric contexts, the results showed that these approaches hold some promise in such settings - focusing on risk reduction through goal-oriented collaboration between patient and staff - and are worthy of further development and investigation.</p>","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"566-578"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143997335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Clozapine in the Spotlight: Understanding the Recent Clozapine REMS Changes and a Research Update for 2025.","authors":"Jeremy Mills, Anna Catherine Long","doi":"10.1080/01612840.2025.2503132","DOIUrl":"10.1080/01612840.2025.2503132","url":null,"abstract":"","PeriodicalId":14664,"journal":{"name":"Issues in Mental Health Nursing","volume":" ","pages":"633-637"},"PeriodicalIF":1.7,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144127633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}