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Xiang L, Wan H, Zhu Y, Wang S, Zheng M. Latent profiles of resilience and associations with quality of life in head and neck cancer patients undergoing proton and heavy ion therapy. Front Oncol 2024; 13:1270870. [PMID: 38298442 PMCID: PMC10828025 DOI: 10.3389/fonc.2023.1270870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 12/22/2023] [Indexed: 02/02/2024] Open
Abstract
Background Psychological resilience is the most important psychological protection factor for cancer patients in the face of tumors and treatment. However, few studies have performed meaningful latent profile analyses of resilience to identify unobserved subgroups of head and neck cancer patients. Purpose The purpose of this study was to investigate the characteristics of resilience in head and neck cancer patients using latent profile analysis (LPA) to determine the sociodemographic and disease characteristics of each profile. In particular, we examined the association of different resilience profiles with the quality of life of head and neck cancer patients. Methods A total of 254 head and neck cancer patients completed a demographic questionnaire, the Resilience Scale Specific to Cancer and the EOTRC QLQ-C3O, used to assess their resilience and quality of life. Results LPA identified three distinct profiles based on varying levels of resilience: "low resilience" group (n = 45; 17.72%), "moderate resilience" group (n = 113; 44.49%), and "high resilience" group (n = 96; 37.80%). Gender (χ2 = 6.20; p < 0.01), education level (χ2 = 1,812.59; p < 0.01), treatment regimen (χ2 = 6.32; p < 0.01), tumor stage (χ2 = 3.92; p ≤ 0.05), and initial recurrence (χ2 = 5.13; p < 0.05) were important predictors. High resilience was significantly related to higher quality of life (χ2 = 15.694; p < 0.001). Conclusions Head and neck cancer patients' psychological resilience can be categorized as three resilience profiles; those who are female and have a low education level tend to have lower psychological resilience. Low resilience in patients is linked to poor role function and social function, low quality of life, and more severe pain symptoms, highlighting the need to address resilience in patient care for improved wellbeing.
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Affiliation(s)
- Lina Xiang
- Department of Nursing, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology (20dz2261000), Shanghai, China
- Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China
| | - Hongwei Wan
- Department of Nursing, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology (20dz2261000), Shanghai, China
- Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China
| | - Yu Zhu
- Department of Nursing, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology (20dz2261000), Shanghai, China
- Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China
| | - Shuman Wang
- Department of Nursing, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology (20dz2261000), Shanghai, China
- Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China
| | - Mimi Zheng
- Department of Nursing, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology (20dz2261000), Shanghai, China
- Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai, China
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Wang H, Deng T, Cao C, Feng D. Distinct dyadic quality of life profiles among patient-caregiver dyads with advanced lung cancer: a latent profile analysis. Support Care Cancer 2023; 31:704. [PMID: 37975958 DOI: 10.1007/s00520-023-08182-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 11/10/2023] [Indexed: 11/19/2023]
Abstract
PURPOSE This study aimed to identify the heterogeneity of dyadic quality of life (QoL) profiles, determine whether these profiles differ in terms of demographic and medical factors, neuroticism, resilience, and family functioning, and explore the combined effect of patient and caregiver neuroticism, resilience, and family functioning on dyadic QoL profiles. METHODS A cross-sectional study was conducted with 304 advanced lung cancer patient-caregiver dyads. Self-report questionnaires were administered to patient-caregiver dyads to assess demographic and medical characteristics, neuroticism, resilience, family functioning, and QoL. RESULTS The latent profile analysis identified four subgroups of dyadic QoL: patient-low-caregiver-high profile (38.82%), patient-high-caregiver-high profile (22.37%), patient-high-caregiver-low profile (19.74%), and patient-low-caregiver-low profile (19.08%). Additionally, when both patients and their caregivers had a high level of neuroticism or low level of resilience and low family functioning, compared with only member having them, there was a higher risk of poorer dyadic QoL. CONCLUSIONS Our study identified the four heterogeneities of dyadic QoL profiles among advanced lung cancer patient-caregiver dyads. Future dyadic interventions should consider the heterogeneity of dyadic QoL in this population and prioritize patient-caregiver dyads at risk of poor dyadic QoL. Furthermore, when high neuroticism, low resilience, or family functioning coexist between patients and their caregivers, both parties exhibit much lower dyadic QoL.
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Affiliation(s)
- Hui Wang
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Wenhuaxi Road 44, Jinan, 250012, Shandong, China
| | - Tiantian Deng
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Wenhuaxi Road 44, Jinan, 250012, Shandong, China
| | - Cong Cao
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Wenhuaxi Road 44, Jinan, 250012, Shandong, China
| | - Danjun Feng
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Wenhuaxi Road 44, Jinan, 250012, Shandong, China.
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Niamhom P, Wonghongkul T, Chaiard J, Srirat C. Factors influencing resilience in patients with advanced cancer: A cross-sectional study. BELITUNG NURSING JOURNAL 2023; 9:227-235. [PMID: 37492753 PMCID: PMC10363975 DOI: 10.33546/bnj.2553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 02/22/2023] [Accepted: 05/12/2023] [Indexed: 07/27/2023] Open
Abstract
Background Advanced cancer and its treatments lead to various detrimental impacts on patients. Resilience is an important ability to adapt to such adversity, but there is limited information about its influencing factors, specifically in patients with advanced cancer. Objective This study aimed to examine the influence of social support, depression, anxiety, hope, optimism, spiritual well-being, religious belief, and hardiness on resilience among adults with advanced cancer. Methods This cross-sectional research used multi-stage sampling to select 288 participants from a university hospital and three tertiary hospitals in northern Thailand. Data were collected using a demographic data collection form, the Hospital Anxiety and Depression Scale (HADS), the Thai version of the Social Support Questionnaire (SSQ), the Herth Hope Index (HHI), Life Orientation Test-Revised (LOT-R), Buddhist Belief Questionnaire, Health-Related Hardiness Scale (HRHS), and Connor-Davidson Resilience Scale (CD-RISC), from February 2021 to February 2022. Data were analyzed using descriptive statistics, Pearson correlation, and regression analysis. Results Depression (r = -0.47, p <0.01) and anxiety (r = -0.39, p <0.01) had a significant negative relationship with resilience. Spiritual well-being (r = 0.74, p <0.01), hope (r = 0.67, p <0.01), religious belief (r = 0.53, p <0.01), optimism (r = 0.40, p <0.01), social support (r = 0.33, p <0.01), and hardiness (r = 0.21, p <0.01) had significant positive relationships with resilience. Only hope (β = 0.29, p <0.01) and spiritual well-being (β = 0.59, p <0.01) together influenced resilience by 64.70%. Conclusion Spiritual well-being and hope are crucial to resilience in patients with advanced cancer. Nurses should provide spiritual support to strengthen patients' ability to adapt successfully to life with advanced cancer.
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An Analysis and Evaluation of Kumpfer's Resilience Framework. ANS Adv Nurs Sci 2023; 46:88-100. [PMID: 36044351 DOI: 10.1097/ans.0000000000000446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Kumpfer's resilience framework (KRF) was initially developed from evidence on resilience and its predictors among at-risk youth. This framework has been expanded to guide resilience research in diverse populations facing a variety of stressors. However, KRF's strengths and weaknesses have not been evaluated since its publication. Guided by Walker and Avant's method, an analysis of KRF was conducted drawn from 41 publications. A revised KRF diagram was proposed on the basis of the analysis to improve clarity, consistency, logical structure, and parsimony in the diagram of KRF. Overall, KRF provides a useful, generalizable, and testable theoretical framework for future resilience research.
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Huang J, Xu L, Xu Z, Luo Y, Liao B, Li Y, Shi Y. The relationship among pregnancy-related anxiety, perceived social support, family function and resilience in Chinese pregnant women: a structural equation modeling analysis. BMC Womens Health 2022; 22:546. [PMID: 36572883 PMCID: PMC9791157 DOI: 10.1186/s12905-022-02145-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 12/23/2022] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Accumulating evidence suggests that pregnancy-related anxiety (PRA) has adverse impacts on maternity health and infant development. A substantial body of literature has documented the important influence of family function, perceived social support and resilience on PRA. However, research identifying the mediating mechanisms underlying this relationship in China are still lacking. Therefore, the current study aimed to investigate the prevalence of PRA under the three-child policy in China, and also explore the interrelationships among perceived social support, family function, resilience, and PRA. METHODS In this cross-sectional study, a convenient sampling method was used to select 579 pregnant women who underwent prenatal examination at the maternity outpatient departments of the First Affiliated Hospital of Chongqing Medical University in China from December 2021 to April 2022. Participants were required to complete the following questionnaires: the demographic form, the Chinese Pregnancy-related Anxiety scale, the 10-item Connor-Davidson Resilience Scale, the APGAR Family Care Index Scale, and Multidimensional Scale of Perceived Social Support. Pearson correlation analysis was utilized to examine the rudimentary relationship among the study variables. Bootstrapping analyses in the structural equation modeling were applied to identify the significance of indirect effects. RESULTS There were 41.4% of pregnant Chinese women indicating PRA. Correlational analyses indicated that perceived social support, family function and resilience were negatively associated with PRA (r = - 0.47, P < 0.01; r = - 0.43, P < 0.01; r = - 0.37, P < 0.01, respectively). The results of bootstrapping analyses demonstrated significant indirect effects of perceived social support (β = - 0.098, 95% CI [- 0.184, - 0.021]) and family function (β = - 0.049, 95% CI [- 0.103, - 0.011]) on PRA via resilience. CONCLUSIONS Chinese pregnant women are suffering from high levels of PRA. Better family function and perceived social support might reduce the occurrence of PRA, as well as by the mediating effects of resilience. Healthcare providers must be concerned about PRA and perform corresponding actions to reduce it. By strengthening social support and improving family function, antenatal care providers could effectively reduce or prevent PRA. And more importantly, implementing resilience-promoting measures are also essential to relieve anxiety and support mental health in pregnant women.
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Affiliation(s)
- Jingui Huang
- grid.190737.b0000 0001 0154 0904Department of Medical Oncology, Chongqing University Cancer Hospital, No.181 Hanyu Road, Shapingba District, Chongqing, 400030 China
| | - Lingli Xu
- grid.190737.b0000 0001 0154 0904Department of Human Resources, Chongqing University Cancer Hospital, Chongqing, 400030 China
| | - Zhen Xu
- grid.190737.b0000 0001 0154 0904Department of Medical Oncology, Chongqing University Cancer Hospital, No.181 Hanyu Road, Shapingba District, Chongqing, 400030 China
| | - Yexin Luo
- grid.190737.b0000 0001 0154 0904Department of Medical Oncology, Chongqing University Cancer Hospital, No.181 Hanyu Road, Shapingba District, Chongqing, 400030 China
| | - Bizhen Liao
- grid.452206.70000 0004 1758 417XDepartment of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016 China
| | - Yan Li
- grid.452206.70000 0004 1758 417XDepartment of Obstetrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016 China
| | - Yumei Shi
- grid.190737.b0000 0001 0154 0904Department of Medical Oncology, Chongqing University Cancer Hospital, No.181 Hanyu Road, Shapingba District, Chongqing, 400030 China
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He C, Yang T, He Y, Guo S, Lin Y, Wu C, Gao L, Liu X, Wu S, Cao B. Relationship between family functioning and self-transcendence in patients with breast cancer: A network analysis. Front Public Health 2022; 10:1028860. [PMID: 36466501 PMCID: PMC9714448 DOI: 10.3389/fpubh.2022.1028860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 10/24/2022] [Indexed: 11/18/2022] Open
Abstract
Background For patients with breast cancer, family functioning is an important factor affecting self-transcendence, which is a key source of happiness. However, network analysis studies of family functioning and self-transcendence are lacking, particularly among patients with breast cancer. Purpose The present study investigated the network structure of family functioning and self-transcendence in patients with breast cancer and aimed to identify bridge items to provide some theoretical support for the improvement and intervention of self-transcendence in patients with breast cancer. Methods A total of 294 patients with breast cancer were enrolled in our study. Self-transcendence was evaluated with the Self-Transcendence Scale. Family functioning was evaluated with the Family Adaptation, Participation, Growth, Affection, Resolution (APGAR) Scale. Network analyses were used for the statistical analysis. Results In the network of family functioning and self-transcendence in patients with breast cancer, there were 22 edges across communities, of which the 5 strongest edges connected to the 5 dimensions of family functioning are "Adaptation" with "Enjoyment of hobbies", "Participation" with "Life enjoyment", "Growth" with "Acceptance of bodily changes", "Affection" with "Life enjoyment", "Resolution" with "Help acceptance". "Adaptation" had the highest bridge expected influence value (0.30) in the family functioning community, while "Life enjoyment" had the highest bridge expected influence value (0.27) in the self-transcendence community. Conclusion Complex patterns of associations existed in the fine-grained relationship between family functioning and self-transcendence in patients with breast cancer. From the perspective of network analysis, the "Adaptation" aspect of family functioning and the "Life enjoyment" aspect of self-transcendence may be the best targets for improving self-transcendence. These results have important implications to clinical practice, which provided potential targets for interventions to improve self-transcendence from the perspective of family functioning.
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Affiliation(s)
- Chunyan He
- Department of Nursing, Fourth Military Medical University, Xi'an, China
| | - Tianqi Yang
- Department of Psychology, Fourth Military Medical University, Xi'an, China
| | - Yang He
- Department of Psychology, Fourth Military Medical University, Xi'an, China
| | - Sijin Guo
- Xijing Hospital Affiliated With Air Force Medical University, Xi'an, China
| | - Yawei Lin
- Department of Nursing, Fourth Military Medical University, Xi'an, China
| | - Chao Wu
- Department of Nursing, Fourth Military Medical University, Xi'an, China
| | - Li Gao
- Department of Nursing, Fourth Military Medical University, Xi'an, China
| | - Xufeng Liu
- Department of Psychology, Fourth Military Medical University, Xi'an, China
| | - Shengjun Wu
- Department of Psychology, Fourth Military Medical University, Xi'an, China,Shengjun Wu
| | - Baohua Cao
- Department of Nursing, Fourth Military Medical University, Xi'an, China,*Correspondence: Baohua Cao
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Liu H, Liu X, Liu Z, Wang Y, Feng R, Zheng R, Xie R, Tao H, Wu Y, Li X, Ying W, Wu X. Death anxiety and its relationship with family function and meaning in life in patients with advanced cancer-A cross-sectional survey in China. Asia Pac J Oncol Nurs 2022; 9:100134. [PMID: 36204085 PMCID: PMC9529665 DOI: 10.1016/j.apjon.2022.100134] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 08/21/2022] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVE This study explores the factors influencing death anxiety in patients with advanced cancer, and to investigate the role of family function on death anxiety, and the correlation between meaning in life and death anxiety. METHODS Patients with advanced cancer who were hospitalized in three institutions from November 2020 to May 2021 were recruited in this cross-sectional study. The Chinese version of the Death and Dying Distress Scale, Meaning in Life Scale For Advanced Cancer Patients and Family APGAR Index were used to assess death anxiety, meaning in life and family function. Pain symptoms were evaluated by the Numeric Rating Scale. Karnofsky Performance Status, patients' socio-demographic and clinical variables were also recorded. Statistical analyses were performed using IBM SPSS Statistics for Windows (version 26.0). Multivariate regression analysis was performed to examine the correlations of social-demographic and clinical variables with family function and death anxiety. RESULTS Three hundred and twenty-eight patients with advanced cancer were included in this study. The results showed that 12.2% of patients experienced moderate to severe death anxiety. Meaning in Life Scale For Advanced Cancer Patients (acceptance of death, controlling one's life), types of institution (oncology department of tertiary hospitals), self-perceived economic burden (extreme), Karnofsky Performance Status score, age, and medical insurance status (self-paid, inter-provincial medical insurance) were identified as associated factors of death anxiety (R 2 = 0.335, F = 20.072, P < 0.001). Patients with good family function scores had significantly low level of death anxiety in univariate analysis (F = 5.892, P = 0.003). Multivariate analysis revealed no significant association between family function and death anxiety. CONCLUSIONS Our results demonstrated that the oncology department of a tertiary hospital, extremely high of self-perceived economic burden, self-pay, and inter-provincial medical insurance might be associated with higher death anxiety in patients with advanced cancer. Lower level death anxiety was associated with higher level acceptance of death, a greater sense of life control, better physical performance, and older age. Further confirmation about the association between family function and death anxiety in patients with advanced cancer is warranted in the future.
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Affiliation(s)
- Hui Liu
- Nursing Department, Cancer Hospital of Shantou University Medical College, Shantou, China
| | - Xiaocheng Liu
- Nursing Department, Shenzhen Longhua Maternity and Child Healthcare Hospital, Shenzhen, China
| | - Zhili Liu
- Nursing Department, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Yao Wang
- Shantou University Medical College, Shantou, China
| | - Ruiling Feng
- Shantou University Medical College, Shantou, China
| | - Ruihua Zheng
- Nursing Department, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Rongzhi Xie
- Nursing Department, The Fifth Affiliated Hospital of Sun-Yat-Sen University, Zhuhai, China
| | - Hongmei Tao
- Nursing Department, The Fifth Affiliated Hospital of Sun-Yat-Sen University, Zhuhai, China
| | - Yanchun Wu
- Nursing Department, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Xiaomin Li
- Shantou University Medical College, Shantou, China
| | - Wenjuan Ying
- Nursing Department, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Xiaoying Wu
- Nursing Department, Shantou Central Hospital, Shantou, China
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"For Years I lived in a Cage. Now the Cage Is Open and I Am Just Learning to Fly." Perspectives of Cancer Survivors on Psychological Resilience. Cancer Nurs 2021; 45:297-305. [PMID: 34966063 DOI: 10.1097/ncc.0000000000001039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Transitioning from treatment to survivorship engenders several challenges that cancer survivors must learn to manage. These challenges are commonly associated with struggling to manage reentry into postcancer life. Thus, balance is restored after cancer, and postcancer experiences should be considered along with all previous life experiences. This balancing process surrounding cancer causes some cancer survivors' life to deteriorate, whereas other cancer survivors begin a psychological resilience process. OBJECTIVE The aim of this study was to investigate the way that psychological resilience is experienced by cancer survivors. METHODS The present descriptive qualitative design study was conducted from August 2019 through January 2020. A total of 12 cancer survivors were sampled from the follow-up clinics of a hospital. Data were collected through semistructured, pilot-tested, face-to-face interviews using an interview guide. RESULTS Three main themes were clarified based on the descriptive analysis of the data on cancer survivors' experiences: "fight vs lose," "balancing uncertainties," and "learned to fly." The results demonstrate the importance and influence of psychological resilience in the overall cancer experience. CONCLUSION This study provides insight into the subjective psychological resilience process of cancer survivors. Nurses may use this knowledge in fostering effective strategies enabling cancer survivors to develop psychological resilience. IMPLICATIONS FOR PRACTICE The results offer a promising resource for nurses to assess and address the risk and protective factors of cancer survivors to identify unique needs and to provide individualized care. In this context, nurses can develop novel approaches and interventions for cancer survivors in accordance with Kumpfer's resilience framework.
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Zhang J, Wang X, Xu T, Li J, Li H, Wu Y, Li Y, Chen Y, Zhang JP. The effect of resilience and self-efficacy on nurses' compassion fatigue: A cross-sectional study. J Adv Nurs 2021; 78:2030-2041. [PMID: 34825731 DOI: 10.1111/jan.15113] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 09/21/2021] [Accepted: 11/04/2021] [Indexed: 12/19/2022]
Abstract
AIM To measure the prevalence of compassion fatigue among Chinese clinical nurses and to examine the effects of resilience and self-efficacy on compassion fatigue. DESIGN A cross-sectional descriptive survey was conducted in accordance with the STROBE guidelines. METHODS Participants were recruited from three tertiary hospitals in central China from October 3 to December 15, 2019, using convenience sampling. Clinical nurses (n = 992) from different nursing departments completed the General Information Questionnaire, Professional Quality of Life Scale, Connor-Davidson Resilience Scale, and General Perceived Self-Efficacy Scale. Descriptive statistics, t-tests, one-way analysis of variance, Pearson or Spearman's correlation analyses, and multiple linear regression models were used. RESULTS Nurses experienced moderate levels of compassion fatigue (burnout and secondary traumatic stress). Resilience and self-efficacy were significantly negatively correlated with burnout but not with secondary traumatic stress. Linear regression analysis showed that resilience, self-efficacy, exercise, and physical conditions were the main predictors of burnout. Only physical conditions and marital status significantly predicted secondary traumatic stress. CONCLUSION Nurses are vulnerable to compassion fatigue in China. Resilience and self-efficacy significantly negatively predicted nurses' compassion fatigue. Physical conditions, healthy lifestyles, and social support are also important factors for compassion fatigue. IMPACT Our findings can be used to generate targeted intervention and coping strategies for nurses to improve their resilience and self-efficacy to alleviate compassion fatigue.
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Affiliation(s)
- Jie Zhang
- Nursing Psychology Research Center, Xiangya School of Nursing, Central South University, Changsha, China
| | - Xiao Wang
- The Third Xiangya Hospital of Central South University, Changsha, China
| | - Tianqing Xu
- Zhengzhou Central Hospital Affiliated to Zhengzhou University, Zhengzhou, China
| | - Juan Li
- Nursing Psychology Research Center, Xiangya School of Nursing, Central South University, Changsha, China
| | - Huiyuan Li
- Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | | | - Yifei Li
- Nursing Psychology Research Center, Xiangya School of Nursing, Central South University, Changsha, China
| | | | - Jing-Ping Zhang
- Nursing Psychology Research Center, Xiangya School of Nursing, Central South University, Changsha, China
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Lee LY, Huang BS, Lin CY, Chung CF, Chang YL, Chen SC. Trajectories of resilience and related factors in primary caregivers of patients with advanced head and neck cancer: A longitudinal cohort study. J Nurs Scholarsh 2021; 54:191-201. [PMID: 34773378 DOI: 10.1111/jnu.12728] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 10/07/2021] [Accepted: 10/15/2021] [Indexed: 01/23/2023]
Abstract
PURPOSE Primary caregivers (PC) of patients with advanced head and neck cancer (HNC) report stress during caregiving time post-treatment. We sought to identify the trajectories of resilience from initial completion of treatment to 1-year post-treatment in PC of patients with advanced HNC and to determine the factors associated with trajectories of resilience. DESIGN In this prospective cohort study with convenience sampling, patient-PC dyads were recruited from a medical center in northern Taiwan between August 2015 and July 2020. METHODS We recruited 120 patient-PC dyads and followed up at treatment completion and 1, 6, and 12 months post-treatment. Generalized estimating equation analysis was performed to identified factors related to resilience. FINDINGS PCs' overall resilience increased from initial completion of treatment to peak at 1-year post-treatment. Patient factors associated with greater overall resilience included older age, higher performance status, and shorter time since cancer diagnosis; PC factors included reporting more social support, better physical health, and better mental health. CONCLUSIONS PC mental health was the most important factor in the resilience trajectory of patients with advanced HNC cancer. CLINICAL RELEVANCE Quantifying the relevant factors of trajectories of resilience will help to identify vulnerable PCs and guide survivorship care in the early stages of the post-treatment period.
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Affiliation(s)
- Li-Yun Lee
- Department of Nursing, College of Nursing and Health Sciences, DA-YEH University, Changhua, Taiwan, Republic of China
| | - Bing-Shen Huang
- Department of Radiation Oncology and Proton and Radiation Therapy Center, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, Republic of China.,Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan, Republic of China
| | - Chien-Yu Lin
- Department of Radiation Oncology and Proton and Radiation Therapy Center, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, Republic of China.,Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan, Republic of China
| | - Ching-Fang Chung
- Case Manager, Department of Nursing, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, Republic of China
| | - Ya-Lan Chang
- Case Manager, Department of Nursing, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, Republic of China
| | - Shu-Ching Chen
- Department of Radiation Oncology and Proton and Radiation Therapy Center, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, Republic of China.,School of Nursing and Long-Term Care Research Center, College of Nursing, Chang Gung University of Science and Technology, Taoyuan, Taiwan, Republic of China.,School of Nursing, College of Medicine, Chang Gung University, Taoyuan, Taiwan, Republic of China
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Dong M, Nie A, Liu C, Zheng J. Psychological resilience of patients with bladder cancer after radical cystectomy and urinary diversion: A cross-sectional study. Psychooncology 2021; 31:21-29. [PMID: 34344061 DOI: 10.1002/pon.5770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 07/10/2021] [Accepted: 07/13/2021] [Indexed: 11/09/2022]
Abstract
OBJECTIVE The aims of this study were to investigate the current state of psychological resilience and identify its associated factors in bladder cancer (BC) patients undergoing radical cystectomy (RC). METHODS A cross-sectional study, using convenience sampling was conducted among 248 patients recruited from urology department of a tertiary hospital in Shenyang, China. According to the resilience in illness model, participants were invited to finish a questionnaire included demographic and disease-related information, Connor-Davidson Resilience Scale, Mishel Uncertainty in Illness Scale, Medical Coping Modes Questionnaire, Social Support Rating Scale, Family adaptation, partnership, growth, affection, and resolve Index and Herth Hope Index. Multiple regression analysis was conducted to explore the predictors of resilience. RESULTS The average resilience score of 53.45 ± 6.22 among BC patients undergoing RC. Multiple regression showed that the associated factors of resilience of postoperative BC patients were gender (β = -0.142, p = 0.002), living in town (β = -0.103, p = 0.052), living alone (β = 0.118, p = 0.026), almost need to be taken care of (β = 0.094, p = 0.064), illness uncertainty (β = -0.249, p < 0.001), confrontation (β = 0.091, p = 0.077), acceptance-resignation (β = -0.205, p < 0.001), social support (β = 0.122, p = 0.029) and hope (β = 0.350, p < 0.001). These predictors accounted for 56.9% of the total variance in resilience (F = 14.964, p < 0.001). CONCLUSIONS Resilience among BC patients undergoing RC needs to be further improved. Hope was the most important variable influencing resilience in BC patients undergoing RC. In the future, we need to pay more attention to the psychological status of patients and encourage them to face the disease with positive emotion and positive coping style to enhance the hope and resilience of patients, so as to improve the quality of life of patients with BC undergoing RC.
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Affiliation(s)
- Mengyuan Dong
- Department of Urinary Surgery, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Anliu Nie
- Department of Emergency, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Chunxiang Liu
- Department of Urinary Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jin Zheng
- Department of Urinary Surgery, The First Affiliated Hospital of China Medical University, Shenyang, China
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Huang Y, Liu Y, Wang Y, Liu D. Family function fully mediates the relationship between social support and perinatal depression in rural Southwest China. BMC Psychiatry 2021; 21:151. [PMID: 33711987 PMCID: PMC7953569 DOI: 10.1186/s12888-021-03155-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 03/08/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Perinatal depression is the most common complication of gestation and childbearing affecting women and their families, and good social support and family function are considered protective and modifiable factors. This study aimed to investigate depression status and explore inter-relationships between social support and perinatal depression considering the influence of family function in rural areas of Southwest China. METHODS This is a cross-sectional study. The following instruments were used: the Edinburgh Postpartum Depression Scale, the APGAR Family Care Index Scale, and the Social Support Rate Scale. A structural equation modelling was used to test the hypothesis relationships among the variables. RESULTS A total of 490 rural antenatal (N = 249) and postpartum (N = 241) women (mean age (standard deviation), 28.17 ± 5.12) participated. We found that the prevalence of depression symptoms was 10.4%. Path analysis showed that family function had a direct negative correlation with depression (β = - 0.251, 95%CI: - 0.382 to - 0.118). Social support had a direct positive correlation with family function (β =0.293, 95%CI: 0.147 to 0.434) and had an indirect negative correlation with depression (β = - 0.074, 95%CI: - 0.139 to - 0.032), family function fully mediated the relationship between social support and depression. CONCLUSIONS Findings of this study highlight that family function should be considered as the key target for interventions aiming to lower the prevalence of perinatal depression. Family members interventions are critical to reduce depression among antenatal and postpartum women.
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Affiliation(s)
- Yilin Huang
- grid.13291.380000 0001 0807 1581West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, 610041 China
| | - Yan Liu
- grid.13291.380000 0001 0807 1581West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, 610041 China
| | - Yu Wang
- grid.506261.60000 0001 0706 7839Department of Radiation Oncology, National Cancer Center and Cancer Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Danping Liu
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, 610041, China.
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Tamura S, Suzuki K, Ito Y, Fukawa A. Factors related to the resilience and mental health of adult cancer patients: a systematic review. Support Care Cancer 2021; 29:3471-3486. [PMID: 33512578 DOI: 10.1007/s00520-020-05943-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 12/10/2020] [Indexed: 12/16/2022]
Abstract
PURPOSE It has been reported that maintaining the mental health of cancer patients is a critically important issue, and that resilience is related to mental health. This study conducted a systematic literature review in order to fully understand the relationships between resilience and anxiety, depression, and quality of life (QOL) in adult cancer patients, as well as identify factors associated with resilience. METHODS The PubMed, CINAHL, Psychology Database, and ICHUSHI Web databases were searched for articles related to resilience in cancer patients published between 2014 and 2019 using the keywords "cancer" and "resilience," connected with "and." The extracted articles that met inclusion criteria were organized using a matrix. To understand the resilience status of adult cancer patients, meta-analyses were performed using resilience scores measured with the most commonly used resilience scale, Connor-Davidson Resilience Scale 25. RESULTS Thirty-nine articles were included in the analysis. A higher resilience score is associated with lower anxiety and depression scores and higher QOL scores. Factors related to resilience include personal factors such as age and gender, disease-related factors such as the presence or absence and severity of physical symptoms, and internal factors such as self-efficacy and hopefulness. CONCLUSIONS It was found that it is important for cancer patients to improve resilience to maintain mental health and QOL. The findings suggest that providing interventions for factors that will reduce resilience will provide support for patients with cancer.
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Affiliation(s)
- Saori Tamura
- Doctoral Program, Graduate School of Nursing, Osaka Medical College, 7-6, Hatchonishimachi, Takatsuki City, Osaka, 569-0095, Japan.
| | - Kumi Suzuki
- Faculty of Nursing, Osaka Medical College, 7-6, Hatchonishimachi, Takatsuki City, 569-0095, Osaka, Japan
| | - Yuri Ito
- Department of Medical Statistics, Research & Development Center, Osaka Medical College, 2-7, Daigaku-machi, Takatsuki City, 569-8686, Osaka, Japan
| | - Akiko Fukawa
- Faculty of Nursing, Osaka Medical College, 7-6, Hatchonishimachi, Takatsuki City, 569-0095, Osaka, Japan
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Zhang J, Yang Z, Wang X, Li J, Dong L, Wang F, Li Y, Wei R, Zhang J. The relationship between resilience, anxiety and depression among patients with mild symptoms of COVID-19 in China: A cross-sectional study. J Clin Nurs 2020; 29:4020-4029. [PMID: 32702192 PMCID: PMC7404600 DOI: 10.1111/jocn.15425] [Citation(s) in RCA: 91] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 07/03/2020] [Accepted: 07/10/2020] [Indexed: 02/05/2023]
Abstract
AIMS AND OBJECTIVES To explore the role of resilience in anxiety and depression and to clarify their relationships among patients with mild symptoms of coronavirus disease 2019 (COVID-19) in Wuhan, China. BACKGROUND The outbreak of COVID-19 has negatively affected some individuals, but resilience plays a decisive role in the response of individuals under pressure and can help them deal with pressure more effectively. DESIGN The cross-sectional descriptive correlational survey was reported in line with the STROBE guidelines. SUBJECT AND SETTING In total, 296 patients from FangCang Hospital in Wuhan, Hubei, China, with mild symptoms of COVID-19 were recruited. METHODS Participants were recruited through convenience sampling. The data collected included their demographic information, the Connor-Davidson Resilience Scale and Hospital Anxiety and Depression Scale. RESULTS A small number of patients in this study had above threshold anxiety (subthreshold anxiety and major anxiety) and depression (subthreshold depression and major depression). The mean total resilience score of the participants was slightly below the normal level of ordinary Chinese adults. Resilience was inversely associated with and was a protective factor for both anxiety and depression in our samples. Risk factors for anxiety include being female and having colleagues with COVID-19, while a risk factor for depression was having family members with COVID-19. CONCLUSIONS This study shows that after taking the general demographics into consideration, higher levels of resilience were associated with lower anxiety and depression among mild COVID-19 patients in Wuhan, China. RELEVANCE TO CLINICAL PRACTICE Health professionals, especially clinical nurses, need to be aware of the psychological status of COVID-19 patients and promote resilience to improve their mental health.
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Affiliation(s)
- Jie Zhang
- Nursing Psychology Research CenterXiangya School of NursingCentral South UniversityChangshaChina
| | - Zhen Yang
- The Second Affiliated Hospital of Shantou University Medical CollegeShantouChina
| | - Xiao Wang
- The Third Xiangya Hospital of Central South UniversityChangshaChina
| | - Juan Li
- Nursing Psychology Research CenterXiangya School of NursingCentral South UniversityChangshaChina
| | - Lili Dong
- The Second Affiliated Hospital of Shantou University Medical CollegeShantouChina
| | - Fusheng Wang
- The Second Affiliated Hospital of Shantou University Medical CollegeShantouChina
| | - Yifei Li
- Nursing Psychology Research CenterXiangya School of NursingCentral South UniversityChangshaChina
| | - Ruihong Wei
- The Second Affiliated Hospital of Shantou University Medical CollegeShantouChina
| | - Jingping Zhang
- Nursing Psychology Research CenterXiangya School of NursingCentral South UniversityChangshaChina
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15
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Chen SC, Huang BS, Hung TM, Lin CY, Chang YL, Chung CF. Factors Associated With Resilience Among Primary Caregivers of Patients With Advanced Cancer Within the First 6 Months Post-Treatment in Taiwan: A Cross-Sectional Study. J Nurs Scholarsh 2020; 52:488-496. [PMID: 32649038 DOI: 10.1111/jnu.12582] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/08/2020] [Indexed: 12/01/2022]
Abstract
PURPOSE To identify factors associated with resilience in primary caregivers of patients with advanced oral cavity cancer within the first 6 months post-treatment. DESIGN A cross-sectional study. METHODS We recruited patient-primary caregiver dyads from the outpatient radiation department of a medical center in Northern Taiwan. Patients were assessed using a set of structured questionnaires to measure performance status and demographic and clinical characteristics. Primary caregivers were measured in their social support, resilience, and care characteristics. RESULTS Of the 148 dyads surveyed, 33.8% of primary caregivers reported moderately low to moderate resilience, and 61.5% reported low resilience. Greater resilience of primary caregivers was associated with the primary caregiver factors of younger age, lower educational level, and more affectionate social support; and greater resilience was associated with the patient factors of better performance status and older age. These factors explained 40.4% of the variance in resilience. CONCLUSIONS Patients' performance status and primary caregivers' affectionate social support strongly influence overall resilience and each domain of resilience. CLINICAL RELEVANCE Providing primary caregivers with sufficient social resources and a support group can help them cope with the demands of caregiving for loved ones with oral cavity cancer.
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Affiliation(s)
- Shu-Ching Chen
- Lambada Beta-At-Large, Professor, School of Nursing and Geriatric and Long-Term Care Research Center, College of Nursing, Chang Gung University of Science and Technology, and Professor, School of Nursing, College of Medicine, Chang Gung University, and Research Fellow, Department of Radiation Oncology and Proton and Radiation Therapy Center, Linkou Chang Gung Memorial Hospital, all in Taoyuan, Taiwan, Republic of China
| | - Bing-Shen Huang
- Attending Physician, Department of Radiation Oncology and Proton and Radiation Therapy Center, Linkou Chang Gung Memorial Hospital, and Assistant Professor, Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, both in Taoyuan, Taiwan, Republic of China
| | - Tsung-Min Hung
- Attending Physician, Department of Radiation Oncology and Proton and Radiation Therapy Center, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, Republic of China
| | - Chien-Yu Lin
- Attending Physician, Department of Radiation Oncology and Proton and Radiation Therapy Center, Linkou Chang Gung Memorial Hospital, and Associate Professor, Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, both in Taoyuan, Taoyuan, Taiwan, Republic of China
| | - Ya-Lan Chang
- Case Manager, Department of Nursing, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, Republic of China
| | - Ching-Fang Chung
- Case Manager, Department of Nursing, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, Republic of China
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Liang SY, Liu HC, Lu YY, Wu SF, Chien CH, Tsay SL. The Influence of Resilience on the Coping Strategies in Patients with Primary Brain Tumors. Asian Nurs Res (Korean Soc Nurs Sci) 2020; 14:50-55. [DOI: 10.1016/j.anr.2020.01.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Revised: 01/15/2020] [Accepted: 01/20/2020] [Indexed: 12/14/2022] Open
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17
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Wu Y, Ding X, Zhang J, Qu G, Sun Y. Dynamics and predictors of resilience in Chinese rural children: a follow-up study. PSYCHOL HEALTH MED 2019; 25:855-866. [PMID: 31623456 DOI: 10.1080/13548506.2019.1679848] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The present study attempted to investigate dynamics and predictors of resilience amongst Chinese children using prospective data. Totally 816 children completed the resilience measurement at baseline and one-year follow-up. Multivariate logistic regression was used to examine associations between high resilience and predictor variables. Mean resilience scores increased during the one-year follow-up (t = -2.35, P = 0.019). Although the proportions of high and low resilience were relatively stable, whereas 28% of children had inconsistent resilience level during the follow-up. Multivariable logistic regression analysis showed that participants' parents having secondary school (adjusted OR (aOR) = 1.67, 95%CI = 1.14-2.44) or higher (aOR = 2.53, 95%CI = 1.51-4.24) education level, and high quality of life (aOR = 1.81, 95%CI = 1.20-2.73) were positively associated with high resilience, whereas moderate family function obstacles (aOR = 0.47, 95%CI = 0.34-0.67), abuse experience (aOR = 0.68, 95%CI = 0.50-0.92), and significant depression symptoms (aOR = 0.47, 95%CI = 0.28-0.77) were negatively associated with high resilience. Results highlight that resilience levels were not merely static trait and improved over one year among Chinese children. Findings would deepen understanding of resilience change and provide potential targets of resilience-focused intervention in children.
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Affiliation(s)
- Yile Wu
- Department of Epidemiology and Health Statistics, School of Public Health, Anhui Medical University , Hefei, Anhui, China.,Department of Hospital Infection Prevention and Control, The Second Affiliated Hospital of Anhui Medical University , Hefei, Anhui, China
| | - Xiuxiu Ding
- Lianhua Community Health Service Centre, The Second Affiliated Hospital of Anhui Medical University , Hefei, Anhui, China
| | - Jian Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Anhui Medical University , Hefei, Anhui, China
| | - Guangbo Qu
- Department of Epidemiology and Health Statistics, School of Public Health, Anhui Medical University , Hefei, Anhui, China
| | - Yehuan Sun
- Department of Epidemiology and Health Statistics, School of Public Health, Anhui Medical University , Hefei, Anhui, China
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Gao F, Yao Y, Yao C, Xiong Y, Ma H, Liu H. The Status of Pro-social Tendency of Left-Behind Adolescents in China: How Family Function and Self-Esteem Affect Pro-social Tendencies. Front Psychol 2019; 10:1202. [PMID: 31191399 PMCID: PMC6548201 DOI: 10.3389/fpsyg.2019.01202] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2019] [Accepted: 05/07/2019] [Indexed: 12/25/2022] Open
Abstract
In China, adolescents are frequently left behind. To date, few studies have focused on the pro-social tendencies of left-behind adolescents and the relationship of family function, self-esteem, and pro-social tendency is yet to be examined. This study, therefore, aims to understand the status of pro-social tendency of left-behind adolescents and to explore the mediating and moderating roles of self-esteem in the relationship between family function and pro-social tendency. A large, school-based survey was conducted in three Chinese provinces. An analysis of covariance was first used to identify the differences in pro-social tendency between adolescents who were and were not left behind. We then analyzed the variance within left-behind adolescents using demographics, left-behind type, years of being left-behind, and caregiver related characteristics. A structural equation model was used to analyze the relationship of family function, self-esteem, and pro-social tendency, with bootstrapping used to explore the mediating role of self-esteem. Additionally, an ordinary least squares regression was used to examine the moderating effect of self-esteem. The results showed that the pro-social tendency of left-behind adolescents was lower than in non-left-behind adolescents (F = 15.11, p = 0.0001). Family function was positive related to pro-social tendency (r = 0.259), which had not only a direct effect on pro-social tendency (β = 0.254), but also an indirect effect through self-esteem (β = 0.071, bias-corrected 95% CI: 0.051:0.090; percentile 95% CI: 0.053:0.092). Additionally, 21.85% of the total effect of family function on pro-social tendency was mediated by self-esteem. Furthermore, self-esteem negatively moderated the relationship between family function and pro-social tendency (β = -0.208, p < 0.0001), such that the effect of family function on pro-social tendency became weaker as self-esteem increased. The current study verified the negative effect of being left behind on the social development of adolescents and contributed to the understanding of the importance of self-esteem in the relationship between family function and pro-social tendency. Interventions aimed at enhancing self-esteem should be developed and implemented in left-behind adolescents to promote wellness in the entirety of psychological and social outcomes.
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Affiliation(s)
- Feifei Gao
- Department of Health Statistics, School of Public Health, China Medical University, Shenyang, China.,Department of Health Statistics, School of Public Health, Jinzhou Medical University, Jinzhou, China
| | - Yuan Yao
- Medical College, Qingdao University, Qingdao, China
| | | | - Yan Xiong
- Hospital of Xi-He Town, Chengdu, China
| | - Honglin Ma
- Department of Health Statistics, School of Public Health, Jinzhou Medical University, Jinzhou, China
| | - Hongbo Liu
- Department of Health Statistics, School of Public Health, China Medical University, Shenyang, China
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