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1.
Cancer Nurs ; 2024 Jun 19.
Article in English | MEDLINE | ID: mdl-38899949

ABSTRACT

BACKGROUND: The influence of self-efficacy-enhancing interventions on quality of life (QOL) is not clear with recent randomized controlled trials (RCTs) because current reviews only evaluated self-efficacy as an outcome. OBJECTIVES: We conducted a systematic review to examine the effect of self-efficacy-enhancing interventions on QOL among patients with cancer and to summarize the effective determinants for designing self-efficacy-enhancing interventions. METHODS: A systematic search was performed on studies published from January 2003 to May 2023 using PubMed, CINAHL, PsycINFO, and Web of Science. Included studies were RCTs, adults diagnosed with cancer, interventions with explicit self-efficacy components, and QOL as the outcome. RESULTS: Nineteen RCTs were included. Risk-of-bias assessment revealed 12 studies with some concerns and 7 with high risk of bias. The mean intervention adherence rate was 88.2%; the most frequently listed reason for dropout was medical conditions and mortality. Self-efficacy interventions were shown to significantly improve at least 1 subscale of QOL in 9 of 19 studies, of which 7 studies used Bandura's 4 sources of self-efficacy. The interventions with between-session intervals shorter than 2 weeks, of 12-week duration, and with an in-person delivery approach were the most effective. CONCLUSIONS: Self-efficacy-enhancing interventions show potential beneficial effects on QOL among cancer survivors. Interventions that use Bandura's 4 sources of self-efficacy strategies and have between-session intervals shorter than 2 weeks, an in-person approach, and 12-week intervention duration are recommended. IMPLICATIONS FOR PRACTICE: Properly designed self-efficacy-enhancing interventions can facilitate behavioral change and improve QOL in cancer survivors.

2.
J Transcult Nurs ; : 10436596241253865, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38757218

ABSTRACT

INTRODUCTION: Language discordance is a known barrier to diabetes care in patients with type 2 diabetes. This study aimed to better understand the subjective experiences of a group of Spanish-speaking study participants with low English proficiency who were learning to manage their diabetes using a language-concordant health coaching intervention. METHODOLOGY: This qualitative exploratory study used structured interview data to understand subjective experiences among participants. Thematic content analysis was conducted from a subset of health coaching phone transcripts (n = 17) performed during a language-concordant health coaching intervention study. RESULTS: Among the 17 participants included in the study, even with language-concordant coaching, participants had challenges in managing their diabetes care. Participants described internal and external factors, such as socioeconomic instability, that complicated their behavior changes and self-management abilities. DISCUSSION: A health coaching intervention in patients with low English proficiency can help to improve health outcomes. Findings from this study can guide the development of health care services and the management of chronic diseases in diverse populations.

3.
Prim Care Diabetes ; 18(3): 299-307, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38653620

ABSTRACT

PURPOSE: The purpose of this study was to explore the existing literature on the relationship between depressive symptoms and executive function in patients with type 1 diabetes (T1DM) across the lifespan. METHODS: The scoping review followed the PRISMA protocol by using three databases: PubMed, CINAHL, and PsycINFO on May 14, 2023. Primary research that included reported executive function and the association with depressive symptoms was included in the review. RESULTS: Of 1470 de-duplicated publications identified, nine articles were included in the review. Five studies evaluated the T1DM population, while four studies evaluated T1DM and type 2 diabetes (T2DM) as an aggregate result. Three studies indicated an association between depressive symptoms and executive function in adults with T1DM, and four studies indicated an association between depressive symptoms and executive function in adults with either T1DM or T2DM. In general, participants who reported depressive symptoms also exhibited poor executive function. However, two studies did not find an association between depressive symptoms and executive function. CONCLUSION: In summary, the seven studies in this review suggest that individuals with T1DM who report depressive symptoms are at a higher risk of poor executive function; a clear association between depressive symptoms and executive function in individuals with T1DM remains inconclusive. There is a need to explore this relationship in the future.


Subject(s)
Depression , Diabetes Mellitus, Type 1 , Executive Function , Humans , Diabetes Mellitus, Type 1/psychology , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/epidemiology , Depression/epidemiology , Depression/psychology , Depression/diagnosis , Adult , Female , Male , Risk Factors , Middle Aged , Adolescent , Young Adult , Child , Aged , Cognition , Cognitive Dysfunction/epidemiology , Cognitive Dysfunction/psychology , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/etiology
4.
Comput Biol Med ; 172: 108134, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38492456

ABSTRACT

Psychological disorders, notably social anxiety and depression, exert detrimental effects on university students, impeding academic achievement and overall development. Timely identification of interpersonal sensitivity becomes imperative to implement targeted support and interventions. This study selected 958 freshmen from higher education institutions in Zhejiang province as the research sample. Utilizing the runge-kutta search and elite levy spreading enhanced moth-flame optimization (MFO) in conjunction with the kernel extreme learning machine (KELM), we propose an efficient intelligent prediction model, namely bREMFO-KELM, for predicting the interpersonal sensitivity of college students. IEEE CEC 2017 benchmark functions and the interpersonal sensitivity dataset were employed as the basis for detailed comparisons with peer-reviewed studies and well-known machine learning models. The experimental results demonstrate the outstanding performance of the bREMFO-KELM model in predicting the sensitivity of interpersonal relationships in college students, achieving an impressive accuracy rate of 97.186%. In-depth analysis reveals that the prediction of interpersonal sensitivity in college students is closely associated with multiple features, including easily hurt in relationships, shy and uneasy with the opposite sex, feeling inferior to others, discomfort when observed or discussed, and blame and criticize others. These features are not only crucial for the accuracy of the prediction model but also provide valuable information for a deeper understanding of the sensitivity of college students' interpersonal relationships. In conclusion, the bREMFO-KELM model excels not only in performance but also possesses a high degree of interpretability, providing robust support for predicting the sensitivity of interpersonal relationships in college students.


Subject(s)
Interpersonal Relations , Students , Humans , Students/psychology , Machine Learning
5.
Front Neurol ; 13: 905069, 2022.
Article in English | MEDLINE | ID: mdl-35720064

ABSTRACT

Backgrounds: Studies on risk factors influencing the prognosis of patients with sudden onset deafness are lacking. Methods: From March 2018 to March 2021, 500 patients, from the Tongde Hospital in Zhejiang Province, with sudden onset deafness were enrolled. We collected clinical information from the hospital medical records, including certain demographic characteristics, information related to sudden-onset deafness, and laboratory parameters. Univariate and multivariate analyses were performed to determine independent prognostic risk factors for patients with sudden deafness. Additionally, we also employed orthogonal partial least squares discriminant analysis (OPLS-DA) to analyze the data of these enrolled patients. Results: The baseline clinical characteristics of the enrolled patients were analyzed. Based on their prognoses, the included patients were divided into the overall effective and ineffective groups. Between these two groups, the univariate and multivariate analyses were performed. Age, type of hearing curve at the initial diagnosis, acute phase, and sudden deafness site were found to be independently associated with the prognoses of patients with sudden deafness (all P < 0.05). Through the OPLS-DA, the sudden deafness site was found to be an indicator with the highest predictive power. Conclusions: Age, type of hearing curve at the initial diagnosis, acute phase, and sudden deafness site were all independently correlated with the prognoses of patients with sudden deafness and, therefore, need to be emphasized.

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