What this is
- This study investigates the relationship between and () among primary caregivers of schizophrenic patients.
- It explores how and mediate this relationship.
- Data from 365 caregivers were analyzed using structural equation modeling to identify these mediating effects.
Essence
- Positive coping style and mediate the relationship between and in primary caregivers of schizophrenic patients. The study identifies these mediators as targets for future interventions.
Key takeaways
- Positive coping style significantly mediates the relationship between and , explaining 27.78% of the variance in . This finding underscores the importance of fostering positive coping strategies among caregivers.
- also mediates this relationship, accounting for 15.28% of the variance in . Enhancing can further support caregivers in their transition to .
- A serial mediation pathway involving both positive coping style and explains 12.50% of the variance in , indicating that interventions targeting both factors may have synergistic effects.
Caveats
- The cross-sectional design limits causal inference, as it cannot definitively establish the direction of the relationships among the variables studied.
- Convenience sampling may affect the external validity of the findings, as the sample may not represent all primary caregivers of schizophrenic patients.
Definitions
- Posttraumatic Growth (PTG): Positive psychological changes experienced as a result of adversity or trauma.
- Perceived Social Support: The support individuals believe they receive from their social networks, including family, friends, and the community.
- Resilience: The ability to adapt positively to negative experiences and recover from adversity.
- Coping Styles: Patterns of behavior that individuals use to manage stress and adversity.
AI simplified
Background
Schizophrenia is a disabling group of brain disorders influencing 0.28% of the population worldwide [1], and 0.7% of the population in China [2]. Schizophrenia is not only the traumatic diagnosis for patients, but it also exerts detrimental impacts on their primary caregivers, typically the family members who are involved with the care of the outpatient. However, beneficial changes may simultaneously arise during the struggles of caring for the patients which propel the caregivers to a higher level of psychological functioning than which exists prior to the event, namely the posttraumatic growth (PTG) [3, 4]. For example, evidence indicated that the primary caregivers would perceive positive psychological changes such as improved relationships with others and a deeper appreciation of life [3]. PTG was positively associated with individuals’ quality of life [5], and it was, therefore, important to explore its influencing factors for developing interventional programs to promote the transition from struggles to PTG among primary caregivers of schizophrenic patients.
Perceived social support, defined as the perceived support of individuals through social ties with other individuals, groups and the larger community, was confirmed to play an important and direct role in the development of PTG for primary caregivers of schizophrenic patients [3, 6]. Evidence indicates that more complicated, indirect pathways may exist between perceived social support and PTG.
First, pooled evidence corroborated that perceived social support would optimize the coping ability of schizophrenia patients’ primary caregivers against stress and adversity [7]. Coping styles including positive and negative coping style are defined as the pattern of behavior that is predominantly adopted by individuals when encountering unexpected situations [8] and have been consistently confirmed to be associated with PTG in studies. For example, studies found that positive coping style was positively related to PTG in parents of children with autism [9, 10] and parents of cerebral palsy children [11]. Second, resilience, defined as the ability to adapt positively to negative emotions and “bounce back” from traumatic experiences [12], may serve another pathway between perceived social support and PTG among primary caregivers of schizophrenic patients. Evidence indicated that perceived social support was positively associated with the resilience in primary caregivers of schizophrenic patients [13], while improved resilience was identified to be associated with PTG in primary caregivers of patients with other diseases like cancer [5, 14] and children with autism [15]. One recent publication synthesized evidence and confirmed that positive coping style and resilience both played the mediation roles between perceived social support and PTG among primary caregivers of patients receiving hematopoietic stem cell transplantation [16].
In terms of the relationship between coping styles and resilience, as proposed in the adult resilience model, coping styles would influence resilience which would impact individuals’ quality of life [17]. This proposition was confirmed by an empirical study which stated that coping styles significantly predicted resilience among 128 parents of premature infants hospitalized in a neonatal intensive care unit [18].
One theoretical framework demonstrating the relationships between four concepts, i.e., perceived social support, coping styles, resilience, and PTG in primary caregivers of patients was developed from existing studies using the inductive approach, see Fig. 1. However, this multiple-mediation model has not been tested among primary caregivers of schizophrenic patients. To address this gap, in this study, we used data collected from primary caregivers of schizophrenic patients to test three hypotheses.
The significant findings from this study may provide important targets for developing interventions to accelerate the transition from struggles of providing care to PTG in primary caregivers, which in turn will guarantee the high quality of service they provide to the schizophrenic patients.
Theoretical framework of the multiple mediation pathways
Methods
Design and participants
This cross-sectional study was conducted in the Mental Health Center of Shandong Province, Jinan, China, and participants were enrolled using a convenience sampling strategy. The ethical oversight of this study was obtained from the Institutional Review Board of Binzhou Medical University (#2018–47). The Institutional Review Board approved a waiver of signed consent and approved a verbal consent as an alternative given (1) the identifiers included in the medical chart were destroyed (i.e., using coding strategies, like yes or no) when collecting data, and (2) the research involved no more than minimal risk to the subjects.
Inclusion criteria for caregivers were: (1) aged 18 years and older; (2) serving as the primary caregiver (self-reported) for the patient diagnosed of schizophrenia by psychiatrists using the Diagnostic and Statistical Manual of Mental Disorders-IV-text revision [19] or the International Classification of Disease-10 [20]; (3) reporting no experience of other traumatic events, e.g., divorce, serious illness in the past 3 months. Exclusion criteria were: (1) taking care of 2 or more family members either with physical or mental illness simultaneously; (2) having a history of mental illness; (3) refusing to participate.
Measures
Basic characteristics
We used a self-administered questionnaire to collect basic characteristics from primary caregivers of schizophrenic patients. The information collected from primary caregivers included gender, age, educational background, per capita income per month, and their relationship with the patients in care. Patients’ characteristics of gender, age, enroll in the public health insurance or not, and times of hospitalization were retrieved from their medical charts.
Response variable: PTG
PTG was assessed with the Chinese version Posttraumatic Growth Inventory (PTGI) [21]. The Chinese version scale has 21 items that are distributed into five domains, i.e., personal strength (4 items), new possibilities (5 items), relating to others (7 items), appreciation of life (3 items), and spiritual change (2 items). The scaling scheme of each item ranges from 0 = not at all to 5 = very strongly degree, with the higher score representing the greater PTG. Good psychometric characteristics of the Chinese version PTGI have been confirmed [21], and in this study, the Cronbach’s alpha coefficients of five domains range from 0.75 to 0.85.
Explanatory variable: perceived social support
Perceived social support was assessed with the Chinese version perceived social support scale [22]. The Chinese version scale has 12 items aiming to assess how individuals perceive social support from their families (4 items), friends (4 items), and significant others (4 items). Each item is graded on a 7-point Likert format (1 = very strongly disagree to 7 = very strongly agree), with the higher score representing the stronger perceived social support. Good psychometric characteristics of this scale have been confirmed in Chinese populations [22, 23], and the Cronbach’s alpha coefficients of three domains range from 0.88 to 0.93 in this study.
Mediating variables
Resilience
Resilience was evaluated with the Chinese version Connor-Davidson Resilience Scale (CD-RISC) [24]. The Chinese version scale has 25 items that are distributed into three domains: strength (8 items), optimism (4 items), and tenacity (13 items). Each item is scored from 0 = not at all to 4 = all the time, with the higher score indicating the greater resilience. Studies have confirmed the satisfactory psychometric characteristic of Chinese version CR-RISC [24, 25], and in this study, the Cronbach’s alpha coefficients of three domains range from 0.80 to 0.89.
Coping styles
The Simplified Coping Style Questionnaire [26] was used to evaluate caregivers’ coping styles. This scale consists of 20 items which are divided into two subscales: positive coping style (12 items) and negative coping style (8 items). Each item is graded on a 4-point scaling scheme ranging from 0 = never to 3 = always. The higher sum score of each subscale presents the more frequent usage of that coping style. The good reliability and construct validity have been confirmed in the Chinese population [26, 27], and the Cronbach’s alpha coefficient was 0.90 for positive coping style and 0.76 for negative coping style in this study.
Data collection
Data were collected from October 2018 to January 2019. Trained students in our research team reserved the bright, spacious and quiet room in the center to recruit eligible caregivers, introduce our study, obtain dual informed consent (i.e., their own participation and our review of patients’ medical chart) and distribute the questionnaires. Additional supports for participants with presbyopia and illiterate participants would be provided when needed. The questionnaire took approximately 30 min to complete. Although no formal sample size determination was done, this study did follow the rule of thumb when applying structural equation modeling to run analysis, i.e., the sample size should be at least 200.
Statistical analysis
Descriptive statistics were used to summarize basic characteristics about the primary caregivers and patients in care, and average scores of domains/subscales for four main concepts (i.e., PTG, perceived social support, resilience and coping styles) reported by primary caregivers were tabulated. Student’s t-test and analysis of variance were applied where appropriate to test the associations between basic characteristics of primary caregivers and their PTG. Distributions of items in scales assessing four main concepts were tested using Shapiro-Wilk statistic in IBM® SPSS® Statistics (version 26, IBM Corp., Armonk, NY), and the estimator was finalized as the maximum likelihood estimation given the normal distribution inferred by − 3.0 to 3.0 for skewness and − 8.0 to 8.0 for kurtosis of this sample. Model testing was performed with Amos 23.0.
We used the domain-representative approach to get item parcels for three multi-domain concepts, i.e., perceived social support, resilience and PTG and random assignment approach to get item parcels for positive coping style and negative coping style [28]. We used path analysis approach to evaluate the construct validity across concepts and then tested the structural model after the validation of the measurement model. The significant basic characteristics of caregivers were controlled as covariates in the structural model.
We used Comparative Fit Index (CFI) ≥ 0.90, normed fit index (NFI) ≥ 0.90, Root Mean Square Error of Approximation (RMSEA) ≤ 0.08, and Standardized Root Mean Square Residual (SRMR) ≤ 0.05, along with the χ2 and RMSEA 90% Confidence Interval (CI) to assess the goodness of fit for all models [29]. We used 95% bootstrap CI to evaluate the significance of overall indirect effect and separated indirect effect, and the latter was obtained by running “User-defined estimands” in Amos. Two-sided p-value < 0.05 was considered statistically significant.
Results
Basic characteristics of primary caregivers and schizophrenic patients in care
Of the 368 primary caregivers recruited, 3 were excluded from analysis because entries for all items within each measure of four main concepts were the same. Among 365 caregivers, a slighter higher proportion of caregivers were males, i.e., 53.70%. Most caregivers were middle-aged adults (> 40 years old) (n = 232, 63.56%) and clustered in ‘per capita income per month’ higher than 2000 RMB (n = 234, 64.11%); the educational background of all caregivers was almost evenly distributed across three categories, i.e., elementary school or below (32.60%), middle or high school (30.68%), and junior college and above (36.71%); the relationships between the caregivers and patients in care included ‘parent’ caregivers, ‘child’ caregivers and ‘spouse’ caregivers, and their proportions were similar. Male caregivers reported significantly higher scores of PTG compared with their counterparts, see Table 1.
Patients characteristics retrieved from medical chart showed that 54.52% (199/365) of patients were female; the average age of them was (40.15 ± 14.87) years; 77.26% (282/265) of them enrolled in public health insurance; 52.88% (193/365) of them hospitalized twice and more, and 47.12% (172/365) of them hospitalized once.
| Variables | Frequency (%) | PTG (Mean ± SD) | -valuep |
|---|---|---|---|
| Gender | 0.02 | ||
| Male | 196 (53.70) | 63.52 ± 18.91 | |
| Female | 169 (46.30) | 58.39 ± 22.61 | |
| Age | 0.47 | ||
| age ≤ 40 yrs. | 133 (36.44) | 60.09 ± 20.23 | |
| age > 40 yrs. | 232 (63.56) | 61.75 ± 21.19 | |
| Education background | 0.16 | ||
| Elementary school or below | 119 (32.60) | 58.51 ± 22.87 | |
| Middle or high school | 112 (30.68) | 63.72 ± 19.90 | |
| Junior college or above | 134 (36.71) | 61.34 ± 19.52 | |
| Per capita income per month | 0.24 | ||
| Income ≤2000RMBa | 131 (35.89) | 59.35 ± 23.39 | |
| Income >2000RMB | 234 (64.11) | 62.15 ± 19.23 | |
| The relationship with patients in care | 0.33 | ||
| Parent | 133 (36.44) | 60.97 ± 20.81 | |
| Child | 118 (32.33) | 59.25 ± 20.69 | |
| Spouse | 114 (31.23) | 63.31 ± 20.97 |
Characteristics of four concepts being modeled
In Table 2, the average score of PTG reported by primary caregivers was (2.90 ± 0.99), personal strength was rated highest, followed by appreciation of life, while spiritual change received the lowest score. The average score of perceived social support was (4.80 ± 1.26); perceived social support from families received the highest mean score; similar scores were reported on perceived social support from significant others and friends. The average score of resilience was (2.46 ± 0.66), with the domain of strength receiving the highest score, followed by tenacity, and optimism is the lowest rated domain. The average scores of negative coping style and positive coping style were (1.49 ± 0.56) and (1.79 ± 0.65), respectively.
| Concepts and domains/subscales | Number of items | Score range per item | Mean ± SD |
|---|---|---|---|
| Posttraumatic growth | 21 | 0–5 | 2.91 ± 0.99 |
| Personal strength | 4 | 3.25 ± 1.12 | |
| New possibilities | 5 | 2.58 ± 1.16 | |
| Relating to others | 7 | 2.80 ± 1.08 | |
| Appreciation of life | 3 | 3.14 ± 1.20 | |
| Spiritual change | 2 | 2.23 ± 0.64 | |
| Perceived social support | 12 | 1–7 | 4.80 ± 1.26 |
| From families | 4 | 5.23 ± 1.22 | |
| From friends | 4 | 4.56 ± 1.45 | |
| From significant others | 4 | 4.60 ± 1.43 | |
| Resilience | 25 | 0–4 | 2.46 ± 0.66 |
| Strength | 8 | 2.56 ± 0.80 | |
| Optimism | 4 | 2.25 ± 0.75 | |
| Tenacity | 13 | 2.47 ± 0.66 | |
| Coping styles | 20 | 0–3 | n/a |
| Negative coping style | 8 | 1.49 ± 0.56 | |
| Positive coping style | 12 | 1.79 ± 0.65 |
Validation of measurement and structural models
The measurement model encompassed 17 item parcels (i.e., observed variables) that were mapped by 5 latent variables, i.e., perceived social support, resilience, negative coping style, positive coping style and PTG. The goodness-of-fit assessment demonstrated that χ2 = 343.93, df = 109, p < 0.01, RMSEA = 0.08 with 90% CI of (0.07, 0.09), CFI = 0.95, NFI = 0.93, SRMR = 0.05, which supported the adequate fit of the measurement model. The goodness-of-fit assessment of the multi-domain model showed that χ2 = 326.75, df = 122, p < 0.01, RMSEA = 0.07 with 90% CI of (0.06, 0.08), CFI = 0.96, NFI = 0.93, SRMR = 0.05, indicating the adequate fit of the structural model.
Mediating effects of coping styles and resilience in the relationship between perceived social support and PTG
As depicted in Fig. 2, the standardized coefficient of perceived social support on positive coping style was β = 0.79, p < 0.001 and positive coping style on PTG was β = 0.25, p < 0.01, and the significant indirect effect of this pathway was 0.20, 95% CI (0.05, 0.37). The standardized coefficient of perceived social support on negative coping style was β = − 0.28, p < 0.001 and negative coping style on PTG was β = − 0.03, p > 0.05, the indirect effect of this pathway was not statistically significant.
The standardized coefficient of perceived social support on resilience was β = 0.44, p < 0.001 and resilience on PTG was β = 0.24, p < 0.01, the significant indirect effect of this pathway was 0.11, 95% CI (0.01, 0.20).
The standardized coefficient of positive coping style on resilience was β = 0.47, p < 0.001 and negative coping style on resilience was β = − 0.03, p > 0.05. The serial mediation pathway of positive coping style and then resilience was significant, with the indirect effect of 0.09, 95% CI (0.01, 0.17), but the serial mediation pathway of negative coping style and then resilience was not significant.
The total indirect effect of three significant pathways was 0.40, 95% CI (0.25, 0.54), and the direct effect of perceived social support on PTG was 0.32, 95% CI (0.14, 0.50). Three indirect pathways totally explained 55.56% variance of the PTG, of which, simple mediation pathways of positive coping style and resilience explained 27.78% variance of PTG and 15.28% variance of PTG, respectively, and the serial mediation pathway explained 12.50% variance of PTG.
Results of the multiple mediation model. Gender was adjusted for this model testing; all numbers are standardized;< 0.01,< 0.001 ** *** p p
Discussion
Understanding factors influencing PTG in primary caregivers of schizophrenic patients is of great importance for developing innovative interventions to promote their quick transition from possibly negative experiences of providing care to PTG. Previous studies corroborated that perceived social support would directly influence the PTG in primary caregivers of schizophrenic patients [3, 6]. Implied by studies exploring influencing factors of PTG among caregivers of many diseases or conditions, we developed a multiple-mediation model between perceived social support and PTG and tested propositions of it in primary caregivers of schizophrenic patients. The PTG of the overall sample was moderate given its average score of 2.91 grading on 0–5 scoring scheme. Consistent with previous studies [3, 6], the positive association between perceived social support and PTG in primary caregivers of schizophrenic patients was corroborated in this study. Importantly, our research confirmed that positive coping style and resilience would separately mediate the relationship between perceived social support and PTG. There was also a serial mediation pathway between perceived social support and PTG through positive coping style and then resilience.
Hypothesis 1 is partially supported in our study, i.e., only the mediating role of positive coping style for relationship from perceived social support to PTG among primary caregivers of schizophrenic patients is established, and this partial mediation pathway explains 27.78% variance of PTG. This finding provides a new target, i.e., positive coping style to improve PTG of primary caregivers of schizophrenic patients. Positive coping style appears to be low among primary caregivers of schizophrenic patients. The average score of positive coping style is 1.79 grading on the 0–3 scoring scheme, and this score is lower than findings in primary caregivers of patients with mental ill [30] and of patients receiving hematopoietic stem cell transplantation [16]. As positive coping style is positively associated with PTG in primary caregivers of schizophrenia patients, strategies to facilitate them to employ positive coping style are warranted to improve PTG.
This study corroborated the mediating role of resilience for the relationship between perceived social support and PTG among primary caregivers of schizophrenic patients, and this partial mediation pathway explains 15.28% variance of PTG. Resilience is another important target to improve the PTG of interest. The mean score of resilience is 2.46 among primary caregivers of schizophrenic patients, which is close to the median of the 0–4 scoring range (median = 2.00), indicating a moderate degree of resilience. This score was lower than those collected from primary caregivers of older adults [31] and of injured service members [32]. Resilience is positively associated with and PTG in primary caregivers of schizophrenic patients, and resilience-oriented interventions should be employed to enhance their PTG. Such attempts may include cognitive rehearsal and simulation [33], cognitive-behavioral therapy (CBT) [34], and mindfulness training [35], of which the effectiveness has been validated to enhance individuals’ resilience.
The serial mediation pathway between perceived social support and PTG via positive coping style and then resilience among primary caregivers was confirmed in this study, and this pathway explained 12.50% variance of PTG. By drawing scenario in a recent study using data collected from primary caregivers of patients receiving hematopoietic stem cell transplantation [16], this serial mediation pathway offers another important piece of evidence into the literature by revealing other possible pathways in explaining the relationship between perceived social support and PTG among primary caregivers of patients. This finding implies the necessity to integrate factors that have been found to have impacts on the relationship between perceived social support and PTG to offer more comprehensive interventions. Such an attempt may have synergistic effects on improving PTG among primary caregivers of schizophrenic patients.
This study has two limitations. First, although we use an inductive approach to develop the theoretical model depicting the complex, sequential relationships among four concepts (i.e., PTG, perceived social support, resilience, and coping styles), the inherited disadvantage of the cross-sectional design may compromise the assumption of the mediation model, i.e., a causal chain with a specified direction of causal flow. Panel data are warranted to validate findings from this study. Second, we used convenience sampling strategy to enroll participants which could not obtain representative samples. Therefore, the external validity of findings from this study may be limited by the characteristics of schizophrenic patients in care. For instance, more than 50% patients with schizophrenia had two and more times of hospitalization, the findings from this study may not be applicable for primary caregivers of schizophrenic patients with homogenous characteristic in times of hospitalization, e.g., completely newly admitted schizophrenic patients.
Conclusion
The primary caregivers of schizophrenic patients recruited in this study do not report greater PTG, frequent usage of positive coping style, or greater resilience; our study confirmed the simple and serial mediation roles of positive coping style and resilience in the relationship between perceived social support and PTG. The two mediators, i.e., positive copings style and resilience, provide the targets for developing and launching future intervention to improve PTG in primary caregivers of schizophrenic patients. The finding of serial mediation role of positive coping style and resilience further implies the possible synergistic effect of intervening these two mediators to enhance PTG.
Acknowledgements
We sincerely thank the study participants for their participation in this study.
Abbreviations
Authors’ contributions
YW and MC conceived and designed framework of this research. YL, SM, GJ collected data. WC, YL, WZ participated in analyzing the data and drafted the manuscript. YW and MC revised the manuscript. All of the authors approved the final manuscript.
Funding
This work was supported by the Shandong Social Science Planning Grant (No.19CGLJ01) and the Young Backbone Teachers Grant of Binzhou Medical University (No.201872). They played no role in the study design, data collection and analysis, or the manuscript preparation.
Availability of data and materials
The data are available from the corresponding authors upon reasonable request.
Ethics approval and consent to participate
The ethical oversight of this study was obtained from the Institutional Review Board of Binzhou Medical University (#2018–47). The Institutional Review Board approved a waiver of signed consent and approved a verbal consent as an alternative given (1) the identifiers included in the medical chart were destroyed (i.e., using coding strategies, like yes or no) when collecting data, and (2) the research involved no more than minimal risk to the subjects.
Consent for publication
Not applicable.
Competing interests
The authors declare no conflict of interest.
Footnotes
Contributor Information
Mei Cheng, Email: chm790217@126.com.
Yulong Wu, Email: ylongwu@126.com.
References
Associated Data
Data Availability Statement
The data are available from the corresponding authors upon reasonable request.