A machine learning approach to predict foot care self-management in older adults with diabetes.

BACKGROUND: Foot care self-management is underutilized in older adults and diabetic foot ulcers are more common in older adults. It is important to identify predictors of foot care self-management in older adults with diabetes in order to identify and support vulnerable groups. This study aimed to identify predictors of foot care self-management in older adults with diabetes using a machine learning approach. METHOD: This cross-sectional study was conducted between November 2023 and February 2024. The data were collected in the endocrinology and metabolic diseases departments of three hospitals in Turkey. Patient identification form and the Foot Care Scale for Older Diabetics (FCS-OD) were used for data collection. Gradient boosting algorithms were used to predict the variable importance. Three machine learning algorithms were used in the study: XGBoost, LightGBM and Random Forest. The algorithms were used to predict patients with a score below or above the mean FCS-OD score. RESULTS: XGBoost had the best performance (AUC: 0.7469). The common predictors of the models were age (0.0534), gender (0.0038), perceived health status (0.0218), and treatment regimen (0.0027). The XGBoost model, which had the highest AUC value, also identified income level (0.0055) and A1c (0.0020) as predictors of the FCS-OD score. CONCLUSION: The study identified age, gender, perceived health status, treatment regimen, income level and A1c as predictors of foot care self-management in older adults with diabetes. Attention should be given to improving foot care self-management among this vulnerable group.

Exploring medication self-management in polypharmacy: a qualitative systematic review of patients and healthcare providers perspectives.

Purpose: Polypharmacy presents many challenges to patient medication self-management. This study aims to explore the self-management processes of medication in polypharmacy from the perspectives of both patients and healthcare providers, which can help identify barriers and facilitators to effective management. Methods: A systematic review of qualitative studies was performed by searching seven databases: PubMed, Web of Science, Cochrane Library, Embase, CINAHL, PsycINFO, and MEDLINE, from their establishment until August 2024. The Critical Appraisal Skills Programme (CASP) tool was employed to evaluate the quality of the studies included. The extracted data were then analysed thematically and integrated into The Taxonomy of Everyday Self-management Strategies (TEDSS) framework. Results: A total of 16 studies were included, involving 403 patients and 119 healthcare providers. Patient management measures were mapped into TEDSS framework, including categories such as medical management, support-oriented domains, and emotional and role management. Conclusion: Enhancing patients' proactive health awareness, improving medication literacy, balancing lifestyle adjustments with medication therapy, dynamically reviewing and optimizing medications, strengthening patients' social support networks, and helping patients integrate medication management into their daily life are the key elements that can effectively assist patients in self-managing their medications. Future interventions to improve patient medication self-management ability should be designed for these issues. Systematic Review Registration: https://www.crd.york.ac.uk/PROSPERO/, identifier CRD42024524742.

Effects of Illness Perception and Coping Style on Self-Management in Peritoneal Dialysis Patients: A Cross-Sectional Study.

Aim: Chronic disease self-management is critical to disease prognosis and patient quality of life. Several psychological factors influence this process of self-management. In this background, the present study investigated the impact of illness perceptions and coping style on self-management in people with peritoneal dialysis (PD). Methods: The study is a cross-sectional study. From May 2022 to January 2023, a convenience sampling method was used to recruit 246 peritoneal dialysis patients. General information questionnaire, brief illness perception questionnaire, medical coping style modes questionnaire and the self-management scale for peritoneal dialysis patients were used in this study. We used SPSS 24.0 to analyze the data, and the statistical methods included descriptive analysis, single factor analysis, Pearson correlation analysis and multiple linear regression analysis. Results: A total of 246 patients were included in this study (93.89% response rate). Cognitive representations and emotional representations were 30.40, 14.18, respectively. However, illness comprehensibility was 2.87. Illness perceptions were negative significantly correlated with self-management. With regard to coping style, our patients were more likely to adopt avoidance and resignation coping style. Confrontation and avoidance were positively related to self-management, while acceptance-resignation was negatively related. Conclusion: Self-management of peritoneal dialysis patients needs to be improved. Age, female sex, monthly income, illness perceptions and coping style were independently associated with self-management. Impact: These findings suggest that interventions that improve illness perceptions and coping style should be explored to ultimately improve their self-management. For example, patients can be provided with psychological counseling so that they can face the disease correctly, and we should pay attention to the positive role of social support.

Evaluation of the quality and self-management related content of websites promoting physical activity engagement after myocardial infarction or cardiac surgery: A scoping review.

INTRODUCTION: Uncertainty about safe engagement in activity during early recovery after cardiac events is common. Websites are a potential source of health information, especially for those unable to access follow-up support from health professionals. The variability in online health information quality is concerning as poor web-based information can negatively impact patient health outcomes and the ability to self-manage. OBJECTIVE: To evaluate the quality and self-management-related content of websites providing information about physical activity following an MI or cardiac surgery. METHODS: Patient-facing websites were searched using three search engines (Google, Bing, and Yahoo). Information about activities of daily living (ADLs), exercise (aerobic and resistance), and safety considerations were explored. Self-management strategies for physical activity were evaluated using a customized 9-item checklist. Website quality was assessed using the 4-item JAMA framework criteria. RESULTS: 31 websites were included. Aerobic exercise, ADLs, and safety considerations were the most comprehensively covered topics. Resistance exercise was less frequently and comprehensively covered. The median self-management checklist score was 3/9 (with nine being the highest possible score). Partnering with healthcare professionals, decision-making, action planning, and verbal persuasion were the most common self-management skills addressed by the websites. In contrast, ten or fewer websites modelled mastery experiences, vicarious experiences, reflection, problem-solving, and resource utilization. The median JAMA score for website quality was 2/4 (with four being the highest possible score). CONCLUSIONS: The findings highlight quality improvement opportunities for web providers and provide insight for patients and clinicians regarding the highest quality websites that best meet the information and self-management needs following an MI or cardiac surgery.

Evaluation of health literacy level and personal factors in disease self-management of emergency department patients with chronic diseases.

BACKGROUND: Effective disease management in individuals with chronic illnesses can improve their health outcomes and reduce repeated visits to emergency departments. In this study, it was aimed to investigate the factors affecting the health literacy levels and disease self-management skills of emergency department patients with chronic diseases. METHOD: The data of the cross-sectional study was collected between July and December 2023. The study included 168 patients who applied to the emergency department of a university hospital. Data was collected using a Patient Description Form, Chronic Disease Self-Management Scale and Health Literacy Scale. Parametric and nonparametric tests, structural equation modelling and regression analysis were used to analyse the data. RESULTS: It was demonstrated that health literacy levels of the patients were an effectual factor on chronic disease self-management skills. Chronic Disease Self-Management levels of patients are affected by marital status, whom they are living with, chronic disease duration, educational status and health perception level. Personal factors affecting the Health Literacy levels of patients are age, chronic disease duration and educational status. CONCLUSION: Consequently, essential strategies such as patient education should be planned and implemented to support patients' health literacy and, indirectly, escalate their disease self-management skills.

Evaluation of health recommender systems: a scoping review protocol.

BACKGROUND: People increasingly rely on online health information for their health-related decision-making. Given the overwhelming amount of information available, the risk of misinformation is high. Health recommender systems, which recommend personalised health-related information or interventions using intelligent algorithms, have the potential to address this issue. Many such systems have been developed and evaluated individually, but there is a need to synthesise the evaluation findings to identify gaps and ensure that future recommender systems are designed to have a positive impact on health or target behaviours. OBJECTIVE: The purpose of this review is to provide an overview of the state of the literature evaluating health recommender systems and highlight lessons learnt, methodological considerations and gaps in current research. METHODS AND ANALYSIS: The review will follow the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews and the Population, Concept, and Context frameworks. Five databases (PubMED, ACM Digital Library Full-Text Collection, IEEE Xplore, Web of Science and ScienceDirect) will be searched for studies published in English that evaluate at least one health recommender system using search terms following the themes reflecting digital health, recommendation systems and evaluations of efficacy and impact. After using EndNote 21 for initial screening, two independent reviewers will screen the titles, abstracts and full texts of the references, and then extract data from included studies related to the recommender system characteristics, evaluation design and evaluation findings into a predetermined form. A descriptive analysis will be conducted to provide an overview of the literature; key themes and gaps in the literature will be discussed. ETHICS AND DISSEMINATION: Ethical approval is not required as data will be obtained from already published sources. Findings from this study will be disseminated via publication in a peer-reviewed journal.

Assessing acceptance and feasibility of a conversational agent to support individuals living with post-traumatic stress disorder.

Objective: Post-traumatic stress disorder (PTSD) is a pervasive health concern affecting millions of individuals. However, there remain significant barriers to providing resources and addressing the needs of individuals living with PTSD. To address this treatment gap, we have collaborated with clinical experts to develop PTSDialogue-a conversational agent (CA) that aims to support effective self-management of PTSD. In this work, we have focused on assessing the feasibility and acceptance of PTSDialogue for individuals living with PTSD. Methods: We conducted semi-structured interviews with individuals living with PTSD ( N = 12 ). Participants were asked about their experiences with the PTSDialogue and their perceptions of its usefulness in managing PTSD. We then used bottom-up thematic analysis with a qualitative interpretivist approach to analyze the interview data. Results: All participants expressed that PTSDialogue could be beneficial for supporting PTSD treatment. We also uncovered key opportunities and challenges in using CAs to complement existing clinical practices and support longitudinal self-management of PTSD. We highlight important design features of CAs to provide effective support for this population, including the need for personalization, education, and privacy-sensitive interactions. Conclusion: We demonstrate the acceptability of CAs to support longitudinal self-management of PTSD. Based on these findings, we have outlined design recommendations for technologies aiming to reduce treatment and support gaps for individuals living with serious mental illnesses.

Acceptability of the power over pain portal among patients awaiting tertiary care consultation: A qualitative study of patients' perceptions.

Objective: Chronic pain affects approximately 7.6 million Canadians and access to care remains an issue. The Power Over Pain (POP) Portal offers immediate access to evidence-based resources ranging from low- (e.g. education, self-management), to high- (e.g. individual counseling) intensity. We explored the POP Portal's acceptability, usability, and perceived usefulness among patients newly referred to a tertiary care pain clinic. Methods: We used a descriptive, qualitative approach with a prospective cohort of 60 adult patients recently referred to The Ottawa Hospital Pain Clinic. Patients were offered an orientation session and asked to participate in a seven-week follow-up interview. Data were thematically analyzed in an iterative process, whereby responses were reviewed and coded by two members of the research team. Results: Of the 60 patients referred to the POP Portal by clinic clerks, 45 participated in the orientation session, and 40 completed a four-week follow-up. All 40 patients had used the POP Portal and recommended that we continue to offer the POP Portal to patients awaiting care. We identified overarching themes of acceptability (five subthemes), usability (ten subthemes), accessibility (three subthemes), and patient value of the POP Portal (three subthemes). This includes (1) the POP Portal provides easy access to chronic pain resources; (2) the POP Portal is helpful in developing an understanding of chronic pain; and (3) improvements to the POP Portal are needed to increase usability and foster a user-friendly experience. Conclusions: The POP Portal offers accessible and diverse resources for people living with pain awaiting a tertiary care consultation; however, patients would like to see resources specific to diagnosis. Improvements are suggested to allow greater increase the POP Portal usability.

Stroke survivors' telemedicine experiences during the COVID-19 pandemic: A phenomenological investigation.

Purpose: This study aimed to describe stroke survivors' experiences receiving telemedicine visits at the Lone Star Stroke Consortium during the COVID-19 pandemic. Materials and Methods: A qualitative descriptive phenomenological design was applied to gather patients' telemedicine experiences through in-depth interviews, using a study guide. Audio-recorded interviews were conducted via ZOOM and transcribed verbatim. Two independent reviewers used the Giorgi descriptive method to analyze the data and search for the essence of stroke survivors' follow-up telemedicine experiences during the COVID-19 pandemic. Results: Fifteen underserved patients were recruited: mean age, 51.8 (15.7), and 9 (60%) females. Three themes emerged: (1) vivid memory of the stroke acute phase, (2) poststroke care experiences, and (3) perceived telemedicine experiences. Conclusions: The phenomenon of follow-up telemedicine visits during COVID-19 pandemic, as experienced by the stroke survivors, was positive. It showed patients' improved care access for poststroke visits. Telemedicine was satisfactory, except where the full medical exam was needed. Study findings highlight the individual approach was important, as well as the need for reliable internet and training to improve patients' technological skills. A hybrid approach for post-pandemic follow-up visits (in-person and telemedicine) was recommended by stroke survivors. These findings suggest that telemedicine is feasible and effective for poststroke care. Additional strategies are needed to improve future telemedicine integration into the continuum of care.

Translation, extension, and evaluation of usability, usefulness, and safety of a fall prevention and management program for people living with spinal cord injury and multiple sclerosis who use wheelchairs or scooters full time.

Background: Falls are prevalent among people living with Multiple Sclerosis (PwMS) and Spinal Cord Injury (PwSCI) who use wheelchairs or scooters (WC/S) full time, however, there is a scarcity of evidence-based fall prevention and management programs. Objective: To describe the systematic translation of an in-person fall prevention and management program (Individualized Reduction Of FaLLs - iROLL) for PwMS to an online platform, extending its scope to include PwSCI, and to evaluate the preliminary useability, usefulness, and safety of the intervention. Methods: iROLL was systematically translated to an online platform (iROLL-O). PwMS and PwSCI who use a WC/S full time, experienced at least one fall within the past 36 months, and could transfer independently or with minimal to moderate assistance, enrolled in iROLL-O. Usability, usefulness, and safety were evaluated through 1:1 semi-structured interviews, gathering feedback on: perceived impact of the intervention on falls and functional mobility, program experiences, adverse events, and recommendations for improvement. Results: Five participants successfully completed the iROLL-O program. No safety concerns were raised by participants. Themes emerging from the semi-structured interviews included: (1) barriers and facilitators to program access, (2) motivation for participation, (3) program outcomes, and (4) program content and structure. Participants reported reduced concerns about falling, enhanced functional mobility skills, and highlighted the supportive nature of synchronous group meetings for learning. Conclusion: No adverse events occurred during the implementation of iROLL-O and participants found the program to be useable and useful. Further testing is needed to examine efficacy among a large and diverse population.

A mobile serious game about diabetes self-management: Design and evaluation.

Type 2 Diabetes Mellitus (T2DM) is a chronic condition that requires ongoing self-management and education. In recent years, there has been a growing interest in utilizing mobile serious games as a tool for patient education and engagement. This article presents the development of DiaPo, a mobile serious game designed to improve self-management education for patients with T2DM. DiaPo integrates gamification techniques to increase patient engagement and motivation while providing essential information about disease management. The development of DiaPo followed a structured design process, utilizing the Analysis, Design, Development, Implementation, and Evaluation (ADDIE) educational system. This systematic approach allowed for the integration of best practices in educational game design and diabetes care. The development team consisted of experts in medical informatics, game design, and diabetes care, ensuring a multidisciplinary approach to the game's creation. The game's narrative focuses on a T2DM patient who earns positive points for making healthy lifestyle choices and negative points for poor ones. This gamified approach aims to reinforce positive behaviors and provide immediate feedback on negative ones. Interactive animations confirm or deny options selected by the player, further enhancing the learning experience. DiaPo offers a flexible and adaptable platform suitable for diverse audiences, promoting inclusiveness and accessibility in T2DM education. DiaPo represents a novel approach to self-management education for patients with T2DM, utilizing gamification techniques and a multidisciplinary design process to create an engaging and informative mobile serious game. By promoting inclusiveness and accessibility, DiaPo has the potential to empower patients with T2DM to take an active role in their disease management. As the field of mobile serious games continues to evolve, DiaPo stands as a promising tool for improving T2DM education and patient outcomes.

Making Conscientious Decisions: Engaging in Venous Leg Ulcer Self-Management Following Nurse-Led Patient Education.

Venous leg ulcers (VLUs) provoke multiple symptoms and impact individuals and society as a whole. Their treatment and prevention strategies require individual's involvement in self-management strategies. Insufficient knowledge with regard to prevention, management, and treatment has been identified as a critical factor related to VLUs and their recurrence. Therapeutic patient education (TPE) proposed as part of a management strategy for this population provides unclear benefits regarding wounds healing or prevention of recurrence. The aim of the study was to develop a theory explaining how individuals with a VLU experience an individualized nurse-led TPE program regarding self-management strategies. The constructivist approach of Charmaz to the grounded theory method was used to develop the theory. A total of 26 individuals contributed to the co-construction of the theory through face-to-face or telephone semi-structured interviews. Data analysis and data collection occurs simultaneously with a comparative process to reveal the conceptual categories, apply theoretical sampling, and define theoretical saturation. The theory of "Conscientiously Engaging in Self-Management" was co-constructed with the participants encapsulating four categories: "Being influenced by my own story," "Being personally informed," "Making conscientious decisions to engage in self-adapted management strategies," and "Integrating a conscientious way of living." This theory highlights individuals' voices and stories toward their journey of VLU self-management taking contextual factors into consideration. This new theory offers new knowledge about implementation of self-management strategies for individuals living with a VLU and will inform clinical practice and contribute to the development of targeted interventions.

Experiences of Patients With Cancer Using Electronic Symptom Management Systems: Qualitative Systematic Review and Meta-Synthesis.

BACKGROUND: There are numerous symptoms related to cancer and its treatments that can affect the psychosomatic health and quality of life of patients with cancer. The use of electronic symptom management systems (ESMSs) can help patients with cancer monitor and manage their symptoms effectively, improving their health-related outcomes. However, patients' adhesion to ESMSs decreases over time, and little is known about their real experiences with them. Therefore, it is necessary to gain a deep understanding of patients' experiences with ESMSs. OBJECTIVE: The purpose of this systematic review was to synthesize qualitative studies on the experiences of patients with cancer using ESMSs. METHODS: A total of 12 electronic databases, including PubMed, Web of Science, Cochrane Library, EBSCOhost, Embase, PsycINFO, ProQuest, Scopus, Wanfang database, CNKI, CBM, and VIP, were searched to collect relevant studies from the earliest available record until January 2, 2024. Qualitative and mixed methods studies published in English or Chinese were included. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement checklist) and the ENTREQ (Enhancing Transparency in Reporting the Synthesis of Qualitative Research) statement were used to improve transparency in reporting the synthesis of the qualitative research. The Critical Appraisal Skills Program (CASP) checklist was used to appraise the methodological quality of the included studies, and a meta-synthesis was conducted to interpret and synthesize the findings. RESULTS: A total of 21 studies were included in the meta-synthesis. The experiences of patients with cancer using ESMSs were summarized into three major categories: (1) perceptions and attitudes toward ESMSs; (2) the value of ESMSs; and (3) barriers, requirements, and suggestions for ESMSs. Subsequently, 10 subcategories emerged from the 3 major categories. The meta-synthesis revealed that patients with cancer had both positive and negative experiences with ESMSs. In general, patients recognized the value of ESMSs in symptom assessment and management and were willing to use them, but they still encountered barriers and wanted them to be improved. CONCLUSIONS: This systematic review provides implications for developing future ESMSs that improve health-related outcomes for patients with cancer. Future research should focus on strengthening electronic equipment and technical support for ESMSs, improving their functional contents and participation forms, and developing personalized applications tailored to the specific needs and characteristics of patients with cancer. TRIAL REGISTRATION: PROSPERO CRD42023421730; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=421730.

Self-Efficacy, Patient Activation, and the Burden of Inflammatory Bowel Disease on Patients' Daily Lives.

BACKGROUND: The effective management of inflammatory bowel disease (IBD) requires complex self-management behaviors. Both patient activation (the degree to which patients are willing and able to engage in care) and self-efficacy (one's confidence in performing certain behaviors) are thought to play an important role in chronic disease self-management, but patient activation is a broad concept that can be more difficult to precisely target than self-efficacy. We aimed to describe the relationship between patient activation, self-efficacy, and the burden of IBD on patients' daily lives. METHODS: Patients with IBD were recruited from a single center to complete a survey including the Patient Activation Measure (PAM-13®), the IBD Self-Efficacy Scale (IBD-SES), and an IBD-specific patient-reported outcome measure. Using multivariable linear regression, we examined the relationship between IBD burden, self-efficacy, and patient activation, adjusting a priori for age, gender, IBD type, IBD medications, active corticosteroid use, anxiety, and depression. We performed a post-hoc mediation analysis to examine self-efficacy as a potential mediator in the relationship between patient activation and the burden of IBD on patient's daily lives. RESULTS: A total of 132 patients with IBD completed the survey (59% Crohn's disease, 41% ulcerative colitis, 52% female). Higher levels of patient activation and higher levels of self-efficacy were each associated with lower IBD burden (patient activation: ß = - 1.9, p < 0.001, self-efficacy: ß = - 2.6, p < 0.001). Post hoc mediation analysis confirmed that the relationship between patient activation and daily IBD burden was mediated by self-efficacy (Average Causal Mediation Effect = - 1.00, p < 0.001, proportion mediated = 0.62, p < 0.001). DISCUSSION: The relationship between patient activation and IBD burden is highly mediated by self-efficacy, suggesting that self-efficacy could be a more precise target for intervention. Future studies could focus on targeting self-efficacy to build individuals' confidence in IBD self-management and testing of IBD-tailored self-management programs to ultimately improve disease outcomes.

Health Care Engagement in Disease Prevention and Management: Factors Influencing Chronic Disease Program Referral Adherence Among Non-Hispanic Black and Hispanic Men With Chronic Conditions.

This study aimed to identify factors associated with being referred to an evidence-based disease prevention and management program by a health care provider and adherence to such referrals by non-Hispanic Black and Hispanic men. Utilizing a cross-sectional design, data were collected via an internet-based questionnaire from a national sample of 1,679 non-Hispanic Black and Hispanic men ages 40 years and older with one or more chronic diseases. A 105-item survey assessed program referral and attendance, chronic conditions and medications, disease symptoms, support, communication during physician visit, health care frustrations, disease self-management efficacy, barriers to self-care, helpfulness of learning from others for self-care, and sociodemographics. Binary logistic regression models were fitted to assess factors associated with referrals to a disease prevention and management program and attendance. Results indicated that approximately 23% of participants were referred to a program, and 19.2% reported attendance. Factors associated with being referred to and attending a program included being younger, having more chronic conditions, taking more medications daily, having higher pain scores, reporting more health care frustrations, and reporting better communication with physicians during visits. Men referred to attend a chronic disease program by a health care provider were 16.86 times more likely to attend a chronic disease program (p < .001). These findings suggest the importance of health care engagement for non-clinical disease prevention and management programs, particularly among non-Hispanic Black and Hispanic men with complex disease profiles.

Self-management of long-term conditions: a district nursing perspective of patient engagement.

The UK has a growing ageing population with increased prevalence of long-term conditions. It has the potential to overwhelm the country's healthcare system. The COVID-19 pandemic and its risk of transmission provided an opportunity for people with long-term conditions to focus on self-care and for district nurses to promote self-management. Self-management strategies, such as digital technology, motivational interviewing, social prescribing and shared decision-making can assist them in planning a whole-population approach towards managing physical and mental wellbeing. For this to become a reality, investment is needed to educate the patients, their carers, district nurses, multidisciplinary teams and to ensure the sustainability of self-care methods for future practice.

Algorithm-Based Mobile Texting Platform for the Self-Management of Interstitial Cystitis/Bladder Pain Syndrome: Pilot Study Evaluating Feasibility, Usability, and Potential Utility.

INTRODUCTION: We developed an algorithm-based mobile texting platform for promoting self-management in patients with interstitial cystitis/bladder pain syndrome (IC/BPS). Our aim was to measure the feasibility, usability, and potential utility of the platform. METHODS: A texting platform that delivered 4 treatment modules (education and behavioral modification, cognitive behavioral therapy, pelvic floor physical therapy, and guided mindfulness practices) and an automated weekly message over 6 weeks was developed. Feasibility and usability were determined using patient engagement (proportion of platform messages to which patients responded) and System Usability Scale. Satisfaction with patient-physician communication questionnaire, Pain Self-Efficacy Scale, and Interstitial Cystitis Symptom and Problem Index were administered before and after the intervention. RESULTS: Engagement with the platform in 52 female patients with IC/BPS [median age (IQR) 40 (30-48) years] was 76.9%. The commonest module selected by patients was pelvic floor physical therapy (50%) followed by cognitive behavioral therapy (34%) and guided mindfulness (15%). System usability score (median, IQR) was 87 (83-95), indicating high usability. Satisfaction with patient-physician communication improved significantly (median change, 4; IQR, 1-9; P < .001). Pain self-efficacy score improved from moderate impairment at baseline to minimal impairment at 6 weeks (median change, 10; IQR, 2-18; P < .001). Urinary symptoms scores also improved (median change Interstitial Cystitis Symptom Index, -3; IQR, -5 to -1.5; P < .001, Problem Index, -2; IQR, 5.5 to -0.5; P < .001). CONCLUSIONS: An automated mobile platform has the potential for improving access to self-management strategies and easing clinicians' challenge of counseling patients with IC/BPS during time-limited in-person visits. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT05260112.

Correlation Between Symptom Clusters and Self-Management Among Maintenance Haemodialysis Patients: A Cross-Sectional Study.

AIMS AND OBJECTIVES: The purpose of this study was to explore the relationship between symptom clusters and self-management among maintenance haemodialysis (MHD) patients. BACKGROUND: MHD patients experience disease progression and multiple symptom burdens that severely impact quality of life, and self-management of symptoms may significantly improve patient-reported outcomes. DESIGN: A cross-sectional study. METHODS: This cross-sectional descriptive study included 194 patients undergoing MHD. The patients were assessed using the Dialysis Symptom Index (DSI) and the Haemodialysis Self-Management Instrument (HD-SMI). We used descriptive analysis, exploratory factor analysis, Pearson's correlation analysis and linear regression analysis to examine (1) the level of individual self-management, (2) the presence of symptom clusters by symptom severity and (3) the correlation between symptom clusters and self-management behaviours. This study was conducted in accordance with the STROBE checklist. RESULTS: The top five most severe symptoms among the patients were itching, feeling tired or lack of energy, difficulty sleeping, dry mouth and dry skin. We identified five groups of symptoms: (1) poor sleep, (2) neuromuscular, (3) gastrointestinal, (4) skin irritation and (5) psychological. In the present study, MHD patients reported low to moderate levels of self-management behaviours (50.84 ± 10.56), and low self-management ability was correlated with greater severity of the five symptom clusters (p < 0.01). Linear regression analysis revealed that all five symptom clusters were included in the regression equation, explaining 30% of the total variance in self-management skills among MHD patients. CONCLUSION: Enhanced awareness of symptom clusters and comprehensive symptom management are necessary to improve patients' quality of life. CLINICAL RELEVANCE: Nursing practices should incorporate comprehensive symptom assessments to help patients develop effective self-management strategies to improve quality of life.

The Determinants of Mental Illness Self-Management for Patients With Schizophrenia and Type 2 Diabetes: A Self-Determination Theory Approach.

AIM: This study based on self-determination theory aimed to assess the relationship between motivation, competence in diabetes management and perceived autonomy support respectively and mental illness self-management; furthermore, the authors intended to explore the determinants of mental illness self-management for patients with schizophrenia and diabetes. DESIGN: This was a cross-sectional study. METHODS: One hundred ten participants were recruited at the psychiatric hospital and assessed with the Illness Management and Recovery Scale, the Treatment Self-Regulation Questionnaire, the Perceived Competence Scale for Diabetes and the Health-Care Climate Questionnaire. RESULTS: Patients with lower educational levels, who were admitted to the chronic ward, were unemployed, had lower motivation in illness management, lower competence in diabetes management and perceived lower autonomy support all had lower mental illness self-management. Competence in diabetes management, employment status, autonomy support, educational levels and living alone were the determinants of mental illness self-management. CONCLUSION: Recovery from schizophrenia and comorbid diabetes is an enduring and complicated process requiring support from healthcare providers. Health professionals should assess the levels of illness self-management and provide integrated care interventions for patients with schizophrenia and diabetes, helping them manage both conditions. IMPLICATIONS FOR THE PROFESSION AND PATIENT CARE: The illness management programme could apply to patients with schizophrenia and diabetes and address patients' characteristics such as low levels of education, living alone and being unemployed while additionally promoting motivation and competence, and providing supporting autonomy. REPORTING METHOD: The STROBE checklist was followed. PATIENT OR PUBLIC CONTRIBUTION: Patients with schizophrenia and diabetes were recruited for this study and voluntarily completed the questionnaire.

Objective detection of wheeze at home by parents through a digital device: usage patterns and relationship with SABA administration.

INTRODUCTION: Wheezing is an important indicator of exacerbated respiratory symptoms in early childhood and must be monitored to regulate pharmacological therapy. However, parents' subjective perception of wheezing in their children is not always precise. We investigated the objective identification of children's wheezing by parents using a digital wheeze detector (WheezeScanTM, OMRON Healthcare Co. Ltd), its longitudinal usage patterns, and its relationship with SABA administration. METHODS: We conducted a secondary nested analysis of data from the intervention arm of a multi-center randomized controlled trial completed in 2021-2022 in Berlin (Germany), London (United Kingdom), and Istanbul (Turkey). Children aged 4 to 84 months with doctor's diagnosed wheezing (GINA step 1 or 2) were included. Using an electronic diary (Wheeze-MonitorTM, TPS), parents monitored and recorded for 120 days at home the presence or absence of their child's wheezing, detected both, with WheezeScanTM ("objective" wheezing), and subjective ("perceived" wheezing). Parents also recorded the child's symptoms, medication intake, and family quality of life. Questionnaires regarding symptom control, quality of life, and parental self-efficacy were answered at baseline and after 90 and 120 days. RESULTS: Eighty-one/87 families completed the intervention arm of the study. WheezeScanTM was on average used 0.7 (SD 0.6) times a day, with each patient reporting a positive, negative, or "error" outcome on average in 57%, 39%, and 5% of measurements, respectively. The use of WheezeScanTM declined slightly during the first 90 days of monitoring and steeply thereafter. Repeated usage of WheezeScanTM in the same day was more frequent after a "wheeze" (HR 1.5, 95% CI 1.37-1.65, p < 0.001) and an "error" (HR 2.01, 95% CI 1.70-2.38, p < 0.001) result, compared to a "no wheeze" outcome. The average per-patient daily agreement between "objective" and "perceived" wheezing/non-wheezing was 75% at the start of the monitoring period and only weakly persisted as time passed (Spearman's rho=0.09). The frequency of short-acting beta-2-agonists (SABA) administration was lower in days with closely interspaced consecutive device uses during which the patient's status was perceived as "never wheeze" (32/455, 7%) than in those perceived as "persistent wheeze" (53/119, 44%; OR 36.6, 95% CI [14.3, 94.1]). CONCLUSION: Daily use of a digital WheezeScanTM at home allows parents to detect their child's unperceived wheezing and discloses to caregivers the longitudinal patterns of a child's wheezing disorder. Digital monitoring of wheezing also highlights poor adherence to guidelines in SABA administration for wheezing children, with under-treatment being much more frequent than over-treatment. This pioneering study opens new perspectives for further investigation of digital wheeze detectors in the early diagnosis and proper self-management of wheezing disorders in childhood.