Relationship between benefit finding and volunteer motivation among nursing students: The mediating role of perceived social support.

BACKGROUND: Volunteer motivation is essential to advancing community service, education, and career development of nursing students. However, few studies have been conducted on nursing students' volunteer motivation. OBJECTIVES: To investigate the relationship between social support benefit finding and volunteer motivation among nursing students and the role of social support in these relationships. METHOD: This study adopted a descriptive cross-sectional design. A total of 2166 nursing students were recruited from eighteen medical schools in Henan Province, China. Participants completed a sociodemographic questionnaire, the Social Support Scale, the Benefit Finding Scale, and the Volunteer Motivation Scale online between March and May 2022. Correlation and mediation analyses were used to explore the mediating role of social support in the relationships among social support, benefit finding, and volunteer motivation. RESULTS: A total of 2166 valid questionnaires were collected in this study. Benefit finding positively affected volunteer motivation (ß = 0.422, p < 0.01), and perceived social support positively affected volunteer motivation (ß = 0.407, p < 0.01). Perceived social support played a mediating role between benefit finding and volunteer motivation (ß = 0.112, 95 % confidence interval 0.076, 0.148). CONCLUSIONS: The study provides evidence on the mechanisms of action between benefit finding and volunteer motivation among nursing students. Professionals in schools and voluntary organizations should prioritize guiding nursing students to explore the motivations behind volunteering while also fostering a supportive environment for student volunteers in nursing.

Mediation role of perceived social support between recurrence risk perception and health behaviour among patients with stroke in China: a cross-sectional study.

OBJECTIVES: To examine whether patients who had a stroke with high recurrence risk perception would have healthier behaviour and to explore whether perceived social support would function as a mediator. DESIGN: A cross-sectional study. SETTING: The study was conducted in a public tertiary hospital in China. PARTICIPANTS: A total of 254 patients with stroke were invited to participate, and 250 patients with stroke completed questionnaires validly. PRIMARY AND SECONDARY OUTCOME MEASURES: Questionnaires were administered offline to collect data, consisting of four parts: general demographics and scales related to recurrence risk perception, perceived social support, and health behaviour. A path analysis and correlation analysis were used to analyse the data. RESULTS: Out of 250 patients with stroke, 78.4% had moderately low health behaviour. The majority (70.8%) of these patients were elderly. High recurrence risk perception and high perceived social support were significantly associated with better health behaviour (all p<0.001). Perceived social support mediated the relationship between recurrence risk perception and health behaviour after controlling for age, gender, education and monthly income in the regression model (95% CI 0.263 to 0.460) and the effect value was 0.360. It was also confirmed that perceived social support had the highest mediation effect with a proportion of mediation up to 59.31%. CONCLUSIONS: Recurrence risk perception and perceived social support were influential factors in promoting health behaviour. Moreover, the impact of recurrence risk perception on health behaviour was partially mediated by perceived social support. Therefore, to enhance the sustainability of health behaviour, it is crucial to inform patients with stroke about the risk of recurrence. Patients with more perception of recurrence risk can improve their recovery confidence and thus perceive more social support.

Subtypes of nursing students' volunteer motivation in COVID-19: a latent profile analysis.

BACKGROUND: One factor that influences nursing students' decision to engage in volunteer activities is volunteer motivation. It is important to understand the motivations of nursing students to volunteer. However, the majority of current studies have concentrated on the present level of nursing students' motivation to volunteer. OBJECTIVES: To identify subgroups of nursing students' volunteer motivation and its influential factors. METHODS: From January to February 2022, a cross-sectional online study was conducted, and 2569 nursing students from 10 provinces in China were recruited. Participants completed the General Information Questionnaire, Volunteer Functional Inventory (VFI), Perceived Stress Scale (PSS) and Perceived Social Support Scale (PSSS). We explore the categories and characteristics of volunteer motivation using latent profile analysis. Then, we determined factors that affect undergraduate nursing students' volunteer motivation using multinomial logistic regression. RESULTS: The volunteer motivation score of the nursing students was 77.65 (15.22). The study found that volunteer motivation could be divided into three categories: low-low protective volunteer motivation group (9.3%), general-high career values volunteer motivation group (37.5%), and high volunteer motivation group (53.2%). Perceived social support scale score, perceived stress scale score, gender, and grade significantly influenced the volunteer motivation of nursing students in different categories (both P < 0.05). Women were more likely to have higher motivation to volunteer than men, and fourth-year nursing students were more likely to be in general-high career values volunteer motivation group. CONCLUSIONS: The study highlights the significant heterogeneity in volunteer motivation among nursing students. Higher volunteer motivation was associated with higher perceived social support and lower perceived stress. In addition, gender and academic year were significant influencing factors. Nursing educators should develop targeted volunteer management plans based on the typological characteristics of the population to motivate nursing students to volunteer and promote the development of individual physical and mental health and social well-being. TRIAL REGISTRATION: The survey was approved by the Biomedical Ethics Committee of the Department of Medicine, Xi'an Jiaotong University (No. 2022-0006).

Depressive Symptoms in Young and Middle-Aged Stroke Patients: A Transition Analysis.

BACKGROUND: There is heterogeneity in depressive symptoms. However, latent classes of depressive symptoms and the transition and influences of these in young and middle-aged stroke patients are unclear. OBJECTIVES: The aim of this study was to identify the latent classes of depressive symptoms and their transition patterns over time and the influencing factors in young and middle-aged stroke patients from stabilization to 6 months after discharge. METHODS: This is a longitudinal study following the Strengthening the Reporting of Observational Studies in Epidemiology checklist. A total of 272 young and middle-aged stroke participants were recruited from a hospital neurology ward in Henan Province, China. Participants completed a questionnaire on sociodemographic and health information. Latent transition analysis was used to evaluate the transition pattern of latent classes from stabilization to 6 months after discharge and its influencing factors. RESULTS: One hundred seventy-nine participants were included in the analysis. Three latent classes of depressive symptoms were identified as "mild symptoms," "grief-sleep-fatigue symptoms," and "severe symptoms." Most participants remained in the original latent class from stabilization to 6 months after discharge (probability of 83.8%, 83.8%, and 88.8%). From 3 to 6 months after discharge, the participants with fewer complications were more likely to transition into the mild symptom class. DISCUSSION: The findings indicate that from stabilization to 6 months after discharge, depressive symptoms in young and middle-aged stroke patients in China transitioned gradually from the severe symptom class to the mild symptom. Patients with fewer numbers of poststroke complications were more likely to transition to the mild symptoms class. Future research should focus on depressive symptoms in early-stage stroke patients and provide sufficient psychological support to patients with a high number of complications.

A scoping review of the self-reported compassion measurement tools.

BACKGROUND: Compassion is closely linked to psychological well-being, and several assessment tools have been developed and studied to assess the level of compassion in different populations and for more precise measurement. There is currently a scarcity of comprehensive knowledge about compassion-related assessment tools, and our research provides an overview of these tools. AIMS: To identify scales used to measure compassion from different flows, and to assess their measurement properties and quality. METHODS: Focusing on compassion assessment tools, the authors conducted a thorough search of 10 Chinese and English databases from their establishment until August 14, 2022. Data extracted included the author, year, country, objectives, target population, as well as the primary evaluation content. Using the COSMIN checklist, the methodological quality and measurement properties of the included studies were appraised. This scoping review was registered with the Open Science Framework and followed the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) checklist. RESULTS: There were 15,965 papers searched, and 36 compassion-related measurement tools were identified in this study. None of the 36 studies provided possessed all nine psychometric properties, as outlined by the COSMIN criteria. On the basis of a systematic evaluation of quality, measurement qualities were ranked. The results for internal consistency and content validity were relatively favorable, whereas the results for structural validity were variable and the results for the remaining attributes were either uncertain or negative. A Venn diagram was used to illustrate the overlapping groups of compassion measurement tools based on the three-way flow of compassion. An overview of the reference instrument and theoretical basis for the included studies was provided, and half of them did not contain any theoretical or scale-based evidence. CONCLUSION: In this study, 36 compassion-related measuring instruments were identified, and the methodological quality and measurement properties of the included studies were acceptable. The included measurements were consistent with flows of compassion. A further focus of further research should be on developing theories in the compassion domain and developing instruments for measuring compassion that are multidimensional, multi-populations, and culturally relevant.

Associations of physical activity types and intensity with cardiovascular diseases by age and gender among 18,730 Chinese adults.

The associations of physical activity (PA) intensity and types with CVD (cardiovascular diseases) in different population are inconsistent and remains not very clear. A total of 7854 males and 10,876 females over 15 years were selected by multistage random sampling methods. In males, moderate-intensity physical activity (MPA) had no effect, while vigorous-intensity physical activity (VPA) played a significant protective role (OR = 1.319 and 0.615). However, in females, both MPA and VPA had significant protective effects (OR = 0.593 and 0.537). VPA presented as a significant protective factor in stroke patients and combined CVDs for males in all age groups; however, in females, the results suggested that, for those aged over 60-74 years, MPA was a protective factor. Furthermore, for the middle-aged or younger participants, the area under the curves (AUCs) of work, housework, and leisure activity were generally higher than that of other types, while for patients aged over 60 years, the AUCs of sedentary time and sleep activity seemed much higher. VPA had a better protective effect for preventing cardiovascular events, while the young and female population could benefit from MPA as well. Regardless of the types of PA, leisure activities were strongly recommended, and young people were much more likely to benefit from exercise than older people.

Professional calling among nursing students: a latent profile analysis.

BACKGROUND: One factor that influences nursing students' decision to pursue a nursing career is professional calling. It is important to comprehend nursing students' professional calling, which may have an impact on their career choice and career development. OBJECTIVES: To investigate possible calling types and contributing variables among nursing students. DESIGN: Cross-sectional descriptive study. PARTICIPANTS: A total of 10,583 nursing students were enrolled in this survey. METHODS: From November 16th, 2022, to January 17th, 2023, a cross-sectional study was carried out among nursing students using a convenient sampling. The subjects were given the Chinese Calling Scale and the General Demographic Information Questionnaire. Latent profile analysis (LPA) was used to separate nursing students' professional calling into a variety of subgroups. To find the variables connected to the prospective calling categories, we used ordinal and multinomial Logistic regression analysis. RESULTS: Respondents were divided into three calling groups, low (N = 3204), moderate (N = 4492), and high calling group (N = 2887), which accounted for 30.3%, 42.4%, and 27.3% of the total respondents, respectively, in accordance with the findings of the latent profile analysis. Across scale scores and dimensions for the three separate categories, three groups demonstrated statistically significant differences (both p < 0.001). Profile membership was predicted by 8 factors such as age, gender, location of origin, first volunteer experience, highest degree earned, marital status, student leadership experience, and political appearance. CONCLUSION: Three latent calling patterns were found, and there was calling variability across nursing students. Special care should be given to students with low calling. Nursing students must use professional education tools to help them develop their career calling and stabilize the nursing team.

An Age-Stratified Cross-Sectional Study of Physical Activity and Exercise Adherence of Stroke Survivors in Rural Regions.

Objective: To describe the Physical Activity and Exercise (PAE) adherence of stroke survivors in rural regions, additionally, to analyze the influential factors through age stratification. Methods: This is a cross-sectional study. Totally, 596 stroke patients (65.70±10.76 years) from three rural regions were selected, PAE scale was used for measuring compliance. The influential factors among different age groups were explored separately. This study adheres to the EQUATOR checklist, SROBE. Results: Only 17.8% (106) of participants regularly participated in PAE. Altogether, 42.45% were classified as a young-middle age group, and the rest 57.55% were in the old age group. Positive attitudes and better PAE-relevant knowledge were protective factors for adherence in the young and middle-aged group (OR=0.683; 95% CI 0.173~0.588 and OR=0.939; 95% CI 0.013~0.114), as well as in the old group (OR=0.704; 95% CI 0.193~0.534 and OR=0.929; 95% CI 0.035~0.118); having no home rehabilitation equipment was a strong risk factor for younger patients (OR=16.078; 95% CI 1.235~4.320); however, without hemiplegia can positively affect their adherence (OR=0.891; 95% CI 0.045~0.229). In addition, the presence of a spouse can lead to a better compliance among old patients (OR=0.436; 95% CI -0.496~-0.165). Conclusion: It is necessary to improve the knowledge of physical activity in rural stroke patients of all ages. It is of great significance to install home rehabilitation equipment to promote exercise for young and middle-aged stroke patients. While for the old stroke patients, we strongly suggest focusing on the role of spouses, which would be more useful in low-income regions.

Perspectives of cardiac rehabilitation in patients who had a stroke: a protocol for a qualitative study review.

INTRODUCTION: Stroke has a high incidence and disability rate, and its recurrence and readmission rates are rising, making it the second-leading cause of mortality in the globe. Cardiac rehabilitation is a well-known, evidence-based strategy that might serve as an additional preventative programme. Prior quantitative research has proven the positive results and high practicability of cardiac rehabilitation for patients who had a stroke, however, cardiac rehabilitation is not yet a routine component of stroke rehabilitation worldwide. It might be useful to conduct meta-integration of previous qualitative studies to understand if existing cardiac rehabilitation programme meets the needs of patients who had a stroke. Therefore, the purpose of this study is to combine systematically the perspectives on benefits, barriers and facilitating factors of cardiac rehabilitation in patients who had a stroke. METHODS AND ANALYSIS: There will be a search of PubMed, Web of Science, Embase, Scopus, CINAHL and PsycINFO databases. In addition, grey literature from Google Scholar, OpenGrey, PyARXiv, bioRxiv and medRxiv will also be searched. Included studies will be qualitative studies or findings from mixed-method research involving patients who engage in CR after a stroke. Regardless of the publishing date and context, English-language articles will be reviewed. Two impartial reviewers will screen studies and extract data from the included studies. According to the Joanna Briggs Institute Centre for Evidence-Based Health Care Quality Evaluation Criteria for qualitative research, the methodology of the included literature will be examined. For data synthesis, the pooling meta-integration approach and Noblit and Hare's seven steps of meta-ethnography will be used. ETHICS AND DISSEMINATION: Because there will be no collection of primary data, this systematic review is exempt from the need that gets ethical approval. The findings of the review will be made public by publishing them in scholarly journals and presenting them at scientific conferences. PROSPERO REGISTRATION NUMBER: CRD42023387534.

Meaning in life among nursing students: a latent profile analysis.

BACKGROUND: Meaning in life, defined by an individual's understanding and appreciation of life, is a vital aspect of a positive psychological state, that has a significant influence on physical and mental health. Therefore, improving the sense of meaning in life among nursing students has emerged as a crucial concern in nursing education. This study aimed to clarify the profiles and influencing factors of meaning in life among nursing students. METHODS: A descriptive cross-sectional online survey was conducted among nursing students in China from November 16, 2022, to January 17, 2023. The demographic information questionnaire and the meaning in life questionnaire (MLQ) were used to collect data. Latent profile analysis (LPA) was used to identify groups exhibiting distinct levels of meaning in life. Additionally, univariate analysis and multinominal logistic regression analysis were used to investigate the factors influencing each group. The reporting of this study adhered to the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist. RESULTS: A total of 10,583 valid responses were received, and the analysis revealed four distinct profiles. The profiles identified were the medium meaning group (C1, 41.4%), medium fluctuation meaning-no motivation group (C2, 8.7%), lower meaning group (C3, 9.7%), and higher meaning group (C4, 40.2%). The univariate analysis revealed that age, gender, ethnicity, marital status, educational level, grade, university classification, student leadership experience, and political affiliation were factors that influenced the four latent profiles (P < 0.05). The multinomial logistic regression analysis showed that age, gender, ethnicity, education level, and student leadership experience were significant predictors of the various profiles (P < 0.05). CONCLUSION: There is heterogeneous in meaning in life among nursing students in China. Nursing educators need to provide tailored guidance based on the latent classification characteristics of meaning in life among nursing students, aiming at improving their meaning in life and promoting the development of the nursing workforce.

The influence of pet ownership on self-compassion among nurses: a cross-sectional study.

Background: The modern lifestyle trend of pet ownership is undoubtedly beneficial for both physical and mental health. Research has shown a connection between pet ownership and staff self-compassion. However, there has not been any evidence linking pet ownership to self-compassion in the nurse population. Aims: To investigate the current status of pet ownership among nurses and explore the influence of pet ownership on self-compassion among nurses. Methods: An online survey was conducted in July 2022 with 1,308 nurses in China. Data were collected using a general information questionnaire and a self-compassion scale. To compare categorical variables, the independent t test, one-way ANOVA, and multiple linear regression analysis were utilized. SPSS software was used for the statistical analysis. Results: We found that 16.9% of nurses owned at least one pet, and dogs and cats were the primary pets. The t test for independent samples showed that pet owners and non-pet owners scored differently on self-compassion (t = 3.286, p = 0.001), self-kindness (t = 3.378, p = 0.001), common humanity (t = 2.419, p = 0.016), and mindfulness (t = 2.246, p = 0.025). One-way ANOVA revealed that the highest degree was an influencing factor of self-compassion (χ 2 = 1.386, p = 0.019). Multiple linear regression showed that average monthly income, pet ownership, and highest degree were the factors that influenced self-compassion most significantly (F = 8.335, p < 0.001). Conclusion: The results revealed that nurses actually own pets as part of their modern lifestyle, which provides them with social support and potentially enhances their self-compassion. More efforts should be focused on the impact of pet ownership on nurses' physical and mental health, and pet-based interventions should also be developed.

Physio-psycho-social interaction mechanism in dyadic health of young and middle-aged stroke survivors and their spousal caregivers: a longitudinal observational study protocol.

INTRODUCTION: In recent years, stroke has become more common among young people. Stroke not only has a profound impact on patients' health but also incurs stress and health threats to their caregivers, especially spousal caregivers. Moreover, the health of stroke survivors and their caregivers is interdependent. To our knowledge, no study has explored dyadic health of young and middle-aged stroke survivors and their spousal caregivers from physiological, psychological and social perspectives. Therefore, this proposed study aims to explore the mechanism of how physiological, psychological and social factors affect dyadic health of young and middle-aged stroke survivors and their spousal caregivers. The findings of this study will provide implications for developing interventions to improve dyadic health of this growing population. METHODS AND ANALYSES: We will collect data from 57 dyads of young and middle-aged stroke survivors and their spousal caregivers during hospitalisation and at 1, 3, 6, 9 and 12 months after discharge. Questionnaires will be used to collect participants' demographic information, stress, depression, anxiety, benefit finding, social support, mutuality and quality of life. The following physiological reactions will be collected at baseline, including interleukin 6, tumour necrosis factor-alpha and salivary cortisol. ETHICS AND DISSEMINATION: The study was approved by the ethics review committee of life sciences of Zhengzhou University (No. ZZUIRB2020-53). Prior to being enrolled in the study, participants will be given full and detailed information about the possible risks involved, the informed consent process, confidentiality, the study procedure and secure data storage. Participants will be guaranteed that they can withdraw from the study at any time without providing a reason or leading to any consequences. Both oral and written informed consent will be obtained from all participants. The findings of this proposed study will be disseminated through peer-reviewed journals and academic conferences.

Relationship between perceptions of recurrence risk and depression state among first-episode ischemic stroke patients in rural areas: The mediating role of coping style.

AIMS: To investigate the relationship between stroke survivors' perceptions of recurrence risk, coping styles and depression state, and the role coping styles play in mediating that relationship. DESIGN: A cross-sectional descriptive study. METHODS: From one hospital in Huaxian, China, 320 stroke survivors were randomly selected as a convenience sample. In this research, the Simplified Coping Style Questionnaire, the Patient Health Questionnaire-9 and the Stroke Recurrence Risk Perception Scale were all used. Structural equation modelling and correlation analysis were used to analyse the data. This research followed the EQUATOR and STROBE checklists. RESULTS: There were 278 valid survey responses. There were mild to severe depressive symptoms in 84.8% of stroke survivors. In stroke survivors, there was a significant negative relationship (p < 0.01) between the positive coping of perceptions of recurrence risk and their depression state. Recurrence risk perception's impact on depression state was partly mediated, according to mediation studies, by coping style, with the mediation effect accounting for 44.92% of the overall effect. CONCLUSIONS: The connection between perceptions of recurrence risk and depression state was mediated by the coping mechanisms of stroke survivors. A lower degree of depression state among survivors was connected with positive coping to the beliefs of recurrence risk.

Perception of recurrent risk versus objective measured risk of ischemic stroke in first-ever stroke patients from a rural area in China: A cross-sectional study.

OBJECTIVE: Risk perception is critical to the formation of individual health prevention behaviors. A long-term accurate perception of stroke recurrent risks is imperative for stroke secondary prevention. This study aims to explore the level of recurrence risk perceptions and the influential factors of inaccuracy between perceived and objective risk in first-ever ischemic stroke patients from a rural area. METHODS: From May to November 2020, 284 first-ever ischemic stroke patients were conveniently recruited in a rural area of Henan Province, China. Perceived risk was measured based on self-reported using a numerical rating scale, whereas the objective risk was measured by the Essen Stroke Risk Score. Patients' perceived risk was compared with their objective risk and categorized as "Accurate," "Underestimated," and "Overestimated." The influencing factors of inaccuracy were further evaluated using multivariate regression analyses. RESULTS: 46% of the participants underestimated their stroke risk, while 15.9% overestimated their risks. Patients who were younger (≤65 years), didn't worry about recurrent stroke, and had a low actual recurrent risk were more likely to underestimate their recurrent risk. Patients who were employed, had lower independence, and had greater anxiety were more likely to overestimate their recurrent risk. CONCLUSIONS: The majority of participants were unable to accurately perceive their own risk of stroke recurrence. Patients' age, working status, worry about recurrent stroke, actual recurrent risk, level of dependence, and anxiety played a role in perception inaccuracy. PRACTICE IMPLICATIONS: The findings could help healthcare providers gain a better understanding of the level and accuracy of recurrence risk perceptions among first-ever stroke patients in the rural area. Future counseling on the perceived risk of stroke recurrence and individual objective risk assessment could be conducted to help patients better understand their risk of recurrence. Individualized risk communication and multidisciplinary teamwork can be developed to improve the accuracy of recurrence risk perceptions and health behaviors.

Family function, self-efficacy, care hours per day, closeness and benefit finding among stroke caregivers in China: A moderated mediation model.

AIMS AND OBJECTIVES: The aim of this study was to explore the moderated mediation mechanism of the relationships among family function, self-efficacy, care hours per day, closeness and benefit finding in family caregivers of patients with stroke in China. BACKGROUND: Benefit finding can provide a new means of resolving depression among family members caring for an ill loved one. However, current research has paid little attention to the benefit finding of family caregivers of stroke patients in China. DESIGN: A cross-sectional study. METHODS: Three hundred fifty family caregivers of patients with stroke were recruited from community service centres and hospitals in Zhengzhou, China. The participants completed the family APGAR index, caregiver benefit finding scale and Chinese general self-efficacy scale during a study conducted in 2017. Descriptive analyses and a moderated mediation model were computed. Reporting adhered to the STROBE checklist. RESULTS: A total of 311 family caregivers completed this study. Closeness between family caregivers and patients with stroke moderated the relationship between family function and caregiver benefit finding. Self-efficacy partially mediated the relationship between family function and caregiver benefit finding; moreover, care hours per day moderated the mediation. CONCLUSION: This study shows important factors associated with benefit finding in family caregivers of patients with stroke. This indicates elements that could help improve benefit finding intervention programmes for family caregivers of patients with stroke. RELEVANCE TO CLINICAL PRACTICE: The findings in our study provide valuable information on benefit finding and indicate some interventions to improve the mental health of family caregivers of stroke patients.

Assessing the psychometric properties of the Chinese return-to-work self-efficacy questionnaire using Rasch model analysis.

BACKGROUND: Self-efficacy is a significant predictor of return to work and affects the confidence of survivors to return to work after illness. The Return-to-work self-efficacy (RTW-SE) questionnaire is a self-report questionnaire to assess confidence in returning to work with good reliability and validity. The aim of this study was to translate and cross-culturally adapt the RTW-SE questionnaire into Chinese and examine the psychometric properties among young and middle-aged stroke survivors using Rasch model analysis. METHODS: The cross-cultural adaptation and translation procedures followed a dual-translation approach. The psychometric properties of the RTW-SE questionnaire were examined using Rasch model analysis by Winsteps software. The unidimensionality and local independence were analyzed by principal component analysis of the residuals (PCAR) and standardized residual correlations.Category diagnostics were performed for scale function, and the item fit, reliability, and separation were also validated. Item-person maps were used to examine the distribution and matching of item's location and person ability. Finally, the differential item functioning (DIF) was used to measure gender-related group equivalence. RESULTS: A total of 366 participants aged 23-59 years were recruited from three communities in Zhengzhou. The RTW-SE questionnaire demonstrated unidimensionality and a 5-point Likert rating scale was more appropriate to investigate young and middle-aged stroke survivors'self-efficacy. There was a good fit for the items with both person and item reliabilities greater than 0.8 and separation indices of 3.75 and 3.94, respectively. The item location was identified from the item-person map as not covering person ability, but the scale did not have an age-related DIF. CONCLUSIONS: The results confirm evidence of appropriate psychometric properties of the RTW-SE questionnaire and can be used as a reliable and validated instrument for measuring self-efficacy to return to work in young and middle-aged Chinese patients with stroke.

Predicting Continuity of Asthma Care Using a Machine Learning Model: Retrospective Cohort Study.

Continuity of care (COC) has been shown to possess numerous health benefits for chronic diseases. Specifically, the establishment of its level can facilitate clinical decision-making and enhanced allocation of healthcare resources. However, the use of a generalizable predictive methodology to determine the COC in patients has been underinvestigated. To fill this research gap, this study aimed to develop a machine learning model to predict the future COC of asthma patients and explore the associated factors. We included 31,724 adult outpatients with asthma who received care from the University of Washington Medicine between 2011 and 2018, and examined 138 features to build the machine learning model. Following the 10-fold cross-validations, the proposed model yielded an accuracy of 88.20%, an average area under the receiver operating characteristic curve of 0.96, and an average F1 score of 0.86. Further analysis revealed that the severity of asthma, comorbidities, insurance, and age were highly correlated with the COC of patients with asthma. This study used predictive methods to obtain the COC of patients, and our excellent modeling strategy achieved high performance. After further optimization, the model could facilitate future clinical decisions, hospital management, and improve outcomes.

Effects of A Benefit-Finding Intervention in Stroke Caregivers in Communities.

Objectives: To verify the effectiveness and feasibility of a nine-week benefit-finding intervention on the burden, quality of life, and benefit finding of caregivers, as well as on the quality of life of stroke survivors.Methods: Benefit finding refers to the individual, social, psychological and spiritual benefits perceived by an individual experiencing stress or post-traumatic events. A randomized controlled trial was performed in which 68 stroke survivors and their caregivers were recruited from the Zhengzhou community, China, and randomly split into two groups. The intervention group included those having undergone a nine-week benefit-finding intervention, while the control group included those individuals having undergone a nine-week routine health education. At baseline and one-week post-intervention (after a 9-week intervention), the quality of life of stroke survivors and caregivers and the burden and benefit finding of caregivers were determined.Results: In comparison to the control group, caregiver benefit finding, quality of life, burden, and stroke survivor quality of life were significantly improved (P <.005).Conclusions: The intervention appears to be feasible for stroke patients and caregivers. The intervention is capable of improving the quality of life of caregivers and survivors, increasing the benefit finding of caregivers and reducing the burden of caregivers.Clinical Implications: The benefit-finding intervention is capable of improving the health condition of stroke patients and caregivers.

Qualitative study of Stroke Survivors' Perceptions of Secondary Prevention.

AIMS: To understand how survivors of stroke perceive secondary prevention and explore their perceived barriers and facilitators using the Theoretical Domains Framework. DESIGN: A qualitative descriptive study. METHODS: Nineteen survivors of stroke from three hospitals were recruited and interviewed from April 2019 to April 2020. The data were analysed deductively and inductively by content analysis strategies. RESULTS: Three main themes of perception of secondary prevention were identified, these being active treatment-seeking, attention to taking medications and negative attitude towards lifestyle changes. Using deductive analysis, eight domains of the Theoretical Domains Framework were reported to be relevant in the secondary prevention behaviour of survivors of stroke that mapped to five 'barrier' domains (i.e. knowledge, physical skills, beliefs about capability, beliefs about consequences and optimism) as well as six 'facilitator' domains (i.e. knowledge, interpersonal skills, beliefs about capability, intention, emotion and social influences). Using inductive analysis we identified two additional important factors not falling in the domains of the Theoretical Domains Framework. These comprised female spouses' support and patients' economic autonomy, both of which could be classified as a facilitator or barrier. CONCLUSION: Survivors of stroke perceive seeking treatment and using preventive medication as more important than modifying lifestyle behaviours. Knowledge and insight into the barriers and facilitators of secondary prevention in this specific context provides a theoretical and practical basis for the design of future secondary prevention interventions. IMPACT: Stroke survivors' perceptions of secondary prevention, barriers and facilitators were explored in the context of a developing country. These findings highlight the need to better communicate the importance of improving lifestyle modification and medication adherence, and provide evidence for designing relevant interventions for stroke management in the community.

The Influential Factors of Adherence to Physical Activity and Exercise among Community-Dwelling Stroke Survivors: A Path Analysis.

AIMS AND OBJECTIVES: To investigate the status of physical activity and exercise (PAE) adherence and identify its influential factors among community-dwelling stroke survivors. BACKGROUND: Regular PAE after stroke is essential for recovery and secondary prevention, while adherence to PAE and its influential factors are rarely studied. DESIGN: A cross-sectional descriptive study. METHODS: In total, 208 stroke survivors (70.25 ± 9.08 years) were randomly selected from three communities. The influential factors of PAE adherence and associations between these variables were explored using multiple linear regression and path analyses. This study adhered to the EQUATOR checklist, STROBE. RESULTS: The mean adherence rate was moderate (62.00%), and stroke survivors tended to be more adherent to PAE than monitoring and seeking advice (70.30%>53.50%>48.30%). The regression results revealed that seven factors were significantly associated with PAE adherence, including knowledge, attitude, self-efficacy, social support, self-care ability, community rehabilitation experience and times since stroke. Furthermore, the path analysis showed that knowledge had a significant indirect positive influence on adherence with self-efficacy as a mediator, while attitude and social support impacted both directly and indirectly with self-efficacy as the mediator. Moreover, self-efficacy had the most substantial direct effect on community-dwelling stroke survivors' PAE adherence. These four variables accounted for a total of 67.00% of the variance in PAE adherence among community-dwelling stroke survivors. CONCLUSIONS: The PAE adherence of community stroke survivors needs to be improved. Healthcare professionals should develop more effective interventions to promote PAE adherence through enhancing self-efficacy among this population. RELEVANCE TO CLINICAL PRACTICE: Adherence to the recommended regimen is the most challenging dimension of stroke physical activity and exercise. This study contributes to exploring status and influential factors of PAE adherence, and self-efficacy was found to be a significant determinant. The results could be used to inspire future community-based intervention programs for stroke survivors.