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Frontiers in Psychiatry· Yangguang Li·· 3 小时前AI 评分32

精神科护士角色压力、心理授权与组织沉默的关系:变量中心与个体中心分析

The relationship between role stress, psychological empowerment and organizational silence of psychiatric nurses: a variable-centered and individual-centered analysis

AI 导读

沈阳某精神卫生中心391名护士的横断面调查显示,心理授权在角色压力与组织沉默之间起部分中介作用,中介效应占总效应的23.6%。研究采用结构方程模型与潜在剖面分析,将"角色压力—心理授权"组合划分为3个潜在类别,各类别组织沉默得分差异显著。

正文

Abstract

Background:

In psychiatric nursing, organizational silence behavior seriously affects patient safety and nursing quality. Role stress is an important predictor of organizational silence, and psychological empowerment can alleviate role stress and reduce silence behavior. However, the mediating relationship among these three variables and group heterogeneity remain unclear.

Objective:

To explore the mediating role of psychological empowerment between role stress and organizational silence, and to identify different latent classes of the “role stress–psychological empowerment” dyad using latent profile analysis, so as to provide evidence for targeted interventions.

Methods:

In the Mental Health Center of Shenyang City, Liaoning Province in the northeastern part of China, 391 nurses were included in a cross-sectional survey. Subsequently, the mediating effect was first tested using the structural equation model, and then potential subgroups were identified using latent profile analysis.

Results:

(1) Role stress was positively correlated with organizational silence, while psychological empowerment was negatively correlated with both role stress and organizational silence. (2) Role stress not only directly affected organizational silence but also had an indirect effect through psychological empowerment, with psychological empowerment playing a partial mediating role and the mediation effect accounting for 23.6% of the total effect. (3) The role stress–psychological empowerment dyad was classified into three latent classes, and organizational silence scores differed significantly across classes.

Conclusions:

Psychological empowerment serves as a partial mediator; the “role stress–psychological empowerment” dyad demonstrates distinct classification characteristics. It is recommended that nursing managers adopt differentiated intervention strategies according to group characteristics to reduce organizational silence and foster a participative and positive organizational climate.

Introduction

The current healthcare environment is becoming increasingly complex, with frequent medical disputes and patient safety incidents (). Healthcare institutions urgently need employees to actively voice their suggestions to optimize processes and reduce the occurrence of adverse events (). Nurses, as the largest group in the healthcare system and those with the closest contact with patients, are often the first to detect potential risks in clinical practice and propose improvements based on their practical experience (). However, a growing number of studies have shown that the phenomenon of “silence” is common in the nursing profession (, ). That is, nurses choose to withhold their opinions due to psychological or practical factors and do not speak up actively, a phenomenon termed nurses’ organizational silence (). According to a survey, 91.2% of nurses have experienced organizational silence (). This behavior not only directly affects work engagement, reduces job satisfaction and work performance, but also leads to interruption of information transmission at the organizational level, increasing the probability of unsafe events (, ).

Current research on nurses’ organizational silence behavior has mainly focused on general hospitals (, ), with insufficient attention to the specialized field of mental health. The clinical context of psychiatric nurses is rather unique, as their daily work often involves a high risk of violence (). Studies have shown that frequent workplace violence can directly induce organizational silence behavior among nurses (). Moreover, in closed psychiatric wards without family accompaniment, patient safety is the top priority (), and organizational silence itself has been confirmed as a factor that seriously threatens patient safety (). Therefore, in psychiatric nursing practice, organizational silence behavior among specialist nurses may be more prominent and deserves attention and exploration.

Multiple studies have indicated that role stress is a key predictor of organizational silence; when employees experience higher levels of role stress, they are more likely to exhibit organizational silence behavior (, ). Role stress refers to the psychological stress individuals feel when they have difficulty meeting role expectations due to role conflict, ambiguity, or overload (). Psychiatric nurses undertake multiple roles in their work, such as treatment implementer, safety manager, emotional supporter, and external liaison (, ), which increases their psychological burden. In addition, the high level of emotional labor and occupational stigma in psychiatry can lead to increased negative emotions among nurses, further exacerbating psychological stress (, ). Under prolonged role stress, nurses may adopt “silence” as a coping strategy to avoid conflict or reduce further stress. Role theory suggests that the roles individuals occupy in the social structure influence their behaviors, attitudes, and self-perceptions (). This theory is mainly applied in organizational behavior to analyze the impact of role expectations in the workplace on employees’ work behaviors (). Therefore, based on this theory, this study proposed the first hypothesis (H1): role stress is positively correlated with organizational silence behavior in psychiatric nurses.

Psychological empowerment refers to a composite of psychological states and cognitions experienced by individuals, often manifested in organizations as individuals’ intrinsic motivation and perceived sense of control over their work role (). Previous studies have shown that psychological empowerment is an important psychological resource. Employees with a high level of psychological empowerment can not only alleviate the impact of role stress () but also reduce organizational silence behavior (). However, whether low levels of psychological empowerment mediate the relationship between role stress and organizational silence has not yet been explored. This study used the Job Demands-Resources (JD-R) model as a theoretical framework to deeply examine the relationships among the three variables. According to the JD-R model (), an individual’s work status depends on the dynamic balance between job demands and available resources. Job resources can buffer and mitigate the impact of job demands, ultimately guiding employees toward positive work behavior patterns. Conversely, an increase in job demands or a lack of job resources leads to negative work outcomes. Therefore, the model proposes a dual-path hypothesis: when negative work outcomes occur, two coping pathways can be taken—one is to reduce job demands, and the other is to increase job resources (). Role stress, as a type of job demand, may gradually deplete nurses’ level of psychological empowerment, inhibit their motivation to express opinions, and thus induce organizational silence behavior. Accordingly, this study proposed the second hypothesis (H2): role stress is negatively correlated with psychological empowerment, and psychological empowerment is negatively correlated with organizational silence behavior, serving as a mediator in psychiatric nurses.

Previous studies have mostly adopted a variable-centered perspective to examine average relationships among variables, which to some extent assumes that the research population is homogeneous (). However, role stress and psychological empowerment are both subjective inner perceptions of individuals, and different combinations of these experiences may exhibit qualitative differences. Such within-group heterogeneity is crucial for understanding the complexity of phenomena and for formulating precise management measures (); moreover, the latent profile analysis method is characterized by rigor, accuracy, and objectivity in its criteria for retaining the number of classes (). This study will additionally incorporate a person-centered perspective and employ latent profile analysis to identify naturally occurring subgroups based on different combination patterns of role stress and psychological empowerment, and to examine differences in the levels of organizational silence behavior across these classes. This approach can transcend the understanding of the “average sample,” truly delve into the interior of the group, and reveal vulnerable high-risk populations for silence. Therefore, this study proposed the third hypothesis (H3): there are distinct latent classes of “role stress-psychological empowerment,” and individuals in different latent classes exhibit differences in their levels of organizational silence.

In summary, first, under the joint guidance of role theory and the JD-R model, this study integrates the “role–behavior” and “demands–resources” frameworks into the high-risk psychiatric nursing context, to examine whether psychological empowerment, as a critical job resource, mediates the relationship between role stress and organizational silence. Second, by combining variable-centered and person-centered perspectives, and building on the validated mediating effect, this study further reveals the heterogeneous differentiation among different latent classes of nurses, thereby providing a targeted empirical basis for clinical management interventions.

Materials and methods

Participants

This study adopted a cross-sectional design. From January 2025 to June 2025, the researchers selected the largest psychiatric hospital in Northeast China, located in Shenyang, Liaoning Province, and used cluster sampling to recruit all psychiatric nurses in this hospital as the study population. Inclusion criteria were: (1) holding a valid nurse practice certificate; (2) working in clinical frontline psychiatric care for at least one year. Exclusion criteria were: (1) nurses who were not working in the hospital during the survey period due to leave or off-site training; and (2) intern nurses or nurses undergoing training.

Sample size

First, according to Kendall’s sample size estimation criterion (), the sample size can be 5 to 10 times the number of variables. This study involved 19 variables, and a 20% invalid response rate was considered; therefore, the minimum required sample size ranged from 114 to 228. Second, Schumacker et al. () suggested that a sample size between 200 and 500 is needed to obtain more stable models when constructing structural equation models, with larger samples leading to greater model stability. Finally, referring to relevant literature, the minimum sample size for latent profile analysis studies is 300 (). The number of participants surveyed in this study met all the above criteria.

Data collection

After obtaining approval from the hospital administrators and the nursing department, the researchers adopted a top-down approach. Ultimately, head nurses from different departments distributed the electronic questionnaires in their respective departmental work group chats. A standardized instruction was provided at the beginning of the questionnaire, stating the inclusion and exclusion criteria, explaining the purpose and significance of the study, and assuring confidentiality and anonymity. Participants could start answering after providing informed consent. After the survey, two researchers cross-checked the data. A total of 436 nurses were targeted. Based on the inclusion and exclusion criteria, 418 questionnaires were returned. After excluding invalid questionnaires in which responses to all items were identical, answers showed obvious regular patterns, or the response time was less than three minutes, a total of 391 valid questionnaires were finally obtained, yielding an effective response rate of 93.54%.

Ethical statement

Before the study was initiated, ethical approval was obtained from the Ethics Committee of Shenyang Mental Health Center Hospital (approval No. 2024006). The study also followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement.

Instruments

Demographic information

Based on previous literature (, ), the researchers designed a general information questionnaire, which included the following items: gender, age (years), marital status, professional title, educational level, years of working in psychiatric nursing, whether holding a managerial position, and employment type.

Role stressors scale

The original scale was developed by Rizzo et al. in 1970, and subsequently revised by Peterson et al., forming the Role Stressors Scale (RSS). It was later translated and adapted by Chinese scholars Li Chaoping et al. (). The scale consists of three dimensions and 13 items: role ambiguity (5 items), role conflict (3 items), and role overload (5 items). A 5-point Likert scale was used, with scores from 1 to 5 representing “strongly disagree” to “strongly agree”. The total score ranges from 13 to 65, with higher scores indicating higher levels of role stress. The scale has been validated among Chinese nurses (). In this study, the Cronbach’s α coefficients for each dimension ranged from 0.79 to 0.9, all above 0.7, indicating good internal consistency. Furthermore, factor analysis showed that the factor loadings of all 13 items exceeded 0.4, confirming the robust construct validity of the scale ().

Psychological Empowerment Scale

This study used the Chinese version of the Psychological Empowerment Scale developed by Spreitzer et al. and translated/revised by Li Chaoping et al. (). The scale consists of four dimensions and 12 items: meaning (3 items), competence (3 items), self-determination (3 items), and impact (3 items). A 5-point Likert scale was used, with scores from 1 to 5 representing “strongly disagree” to “strongly agree”. The total score ranges from 12 to 60, with higher scores indicating higher levels of psychological empowerment among psychiatric nurses. This scale has been applied to psychiatric nurses in China and has shown good reliability and validity (). In this study, the Cronbach’s α coefficient for the total scale was 0.84, and the Cronbach’s α values for the subscales ranged from 0.73 to 0.85. The high factor loadings of the items on their respective dimensions (> 0.4) further confirm the scale’s robust construct validity ().

Nurses’ organizational silence behavior questionnaire

This questionnaire was developed by Yang Jing et al. () in 2016 and consists of four dimensions and 20 items: acquiescent silence (6 items), defensive silence (6 items), prosocial silence (4 items), and indifferent silence (4 items). A 5-point Likert scale was used, with scores from 1 to 5 representing “never feel” to “always feel”. The total score ranges from 20 to 100, with higher scores indicating higher levels of nurses’ silence. Several scholars have applied it to the Chinese nurse population with good applicability and reliability (). In this study, the Cronbach’s α coefficient for the total scale was 0.912, and the Cronbach’s α coefficients for the subscales ranged from 0.829 to 0.933. All items demonstrated high factor loadings (> 0.4) on their respective dimensions, supporting the scale’s robust construct validity ().

Statistical analysis

First, the data were imported into Excel for organization. Then, SPSS 27.0 was used for statistical analysis, including Harman’s single-factor test, descriptive analysis, and Pearson correlation analysis. On this basis, Amos 29.0 was used to construct a structural equation model, and the Bootstrap method was employed to test the mediation effect. Finally, during the potential profile analysis (LPA), the items of the three sub-dimensions of the role stress scale were evenly distributed, and the items of the four sub-dimensions of the psychological empowerment scale were also evenly distributed. A total of 7 continuous variables were input into Mplus 8.3 for analysis as the observation indicators. This was done to explore the differences in organizational silence behaviors of mental health nurses under different “role stress - psychological empowerment” categories. All statistical tests were considered statistically significant when P < 0.05.

Results

Common method bias test

Data were collected using the self-report method, and the Harman single-factor test was used to assess the confounding bias. The results showed that the eigenvalues of all 14 factors were greater than 1. The first factor explained 32.26% of the variance, which was below the 40% threshold (). Therefore, the confounding bias was considered negligible, and the research results were deemed robust.

General demographic characteristics

The basic characteristics of the psychiatric nurses in this study are shown in Table 1. The mean age was(36.5 ± 9.23) years. Among the sample, 67% were female nurses and 33% were male nurses; 86% of the nurses held a bachelor’s degree; 74% were married. The most common range of psychiatric nursing experience was 5~9 years, accounting for 38% of the participants. Regarding professional titles, there were 76 nurses (primary level), 133 junior nurses, 144 supervisor nurses, and 38 nurses with senior titles or above. Nurses holding a position of team leader, head nurse, or above accounted for 29% of the sample. Nurses with permanent employment status accounted for 40%.

Table 1

Demographic variablesCategoryFrequencyPercentage(%)
GenderMale12932.99
Female26267.01
Age≤25287.16
26%3515940.66
36%4513935.55
≥466516.62
EducationJunior college degree5012.79
undergraduate degree33685.93
Master’s degree or above51.29
Marital statusUnmarried8220.97
Married29074.17
Others194.86
Professional titleNurse7619.44
Nurse practitioner13334.02
Senior Nurse Practitioner14436.83
Deputy chief nurse and above389.72
Years of work experience in a psychiatric hospital<54511.51
5%914837.85
10%1912632.23
>207218.41
Having or not having a positionNo27770.84
Nursing team leader7519.18
Head Nurse399.97
Employment methodCompilation15840.41
Contracts and others23359.59

Demographic characteristics of psychiatric specialist nurses (n=391).

Mean scores and correlation analysis of role stress, psychological empowerment, and organizational silence behavior among psychiatric nurses

The results showed that the mean score of role stress among psychiatric nurses was (40.84 ± 5.25), the mean score of psychological empowerment was (41.79 ± 5.75), and the mean score of organizational silence behavior was (47.89 ± 9.99). Detailed information is presented in Table 2. The Pearson correlation analysis results showed that role stress was positively correlated with organizational silence behavior (r = 0.657, P < 0.01) and negatively correlated with psychological empowerment (r = -0.417, P < 0.01); psychological empowerment was negatively correlated with organizational silence behavior (r = -0.621, P < 0.01). More information is shown in Table 2.

Table 2

VariablesMean ± standard deviationRSPEOS
RS40.84 ± 5.25-
PE41.79 ± 5.75-0.417**-
OS47.89 ± 9.990.657**-0.621**-

Descriptive analysis and correlation analysis.

**indicates P<0.01. RS, Role Stress; PE, Psychological empowerment; OS, Organizational silence.

Relationship between role stress, psychological empowerment, and organizational silence behavior among psychiatric nurses: a variable-centered analysis

Based on the theoretical hypothesis model, role stress was set as the independent variable, psychological empowerment as the mediator, and organizational silence behavior as the dependent variable. A structural equation model was constructed using Amos 29.0 for the three study variables (see Figure 1). The analysis results showed that the model had good fit indices, and the contents of the report are all standardized numerical values: χ²=84.197, df = 41, χ²/df = 2.054, CFI = 0.990, GFI = 0.962, AGFI = 0.938, TLI = 0.986, NFI = 0.980, IFI = 0.990, RMSEA = 0.052, SRMR = 0.036. The path analysis results showed that role stress had a significant negative effect on psychological empowerment (β = -0.352, P < 0.001), psychological empowerment had a significant negative effect on organizational silence behavior (β = -0.312, P < 0.001), and role stress had a significant positive direct effect on organizational silence behavior (β = 0.354, P < 0.001). The detailed path diagram is presented in Table 3.

Figure 1

Table 3

PathStandardized coefficientSECRP
Role stress→Psychological Empowerment-0.3520.039-6.740***
Psychological Empowerment→Organizational silence-0.3120.092-6.393***
Role stress→Organizational silence0.3540.0736.919***

Path analysis results.

***indicates P<0.001.

To rigorously test the mediating effect, a bias-corrected non-parametric percentile Bootstrap sampling method (Bias-corrected percentile bootstrap method) was further employed. The sampling was repeated 5000 times and the 95% confidence interval (CI) was calculated. If the CI does not include 0, it is considered that the effect is significant. As shown in Table 4, the indirect effect value of psychological empowerment between role stress and organizational silence was 0.110, with the 95% CI excluding 0; the direct effect value of role stress on organizational silence behavior was 0.354, with the 95% CI excluding 0; and the total effect value was 0.464. These results indicate that psychological empowerment plays a partial mediating role between role stress and organizational silence behavior.

Table 4

ItemRouteEffectEffect quantity95%CI
LowerUpper
Direct effectRole stress→Organizational silence0.35476.4%0.2610.439
Indirect effectRole stress→Psychological Empowerment→Organizational silence0.11023.6%0.0710.150
Total effect–0.464100%0.3740.531

Test of the mediating effect of psychological empowerment between role stress and organizational silence.

Prediction of organizational silence behavior among psychiatric nurses by latent classes of “role stress–psychological empowerment”: a person-centered analysis

Based on seven observation indicators, the three sub-dimensions of role stress (role conflict, role ambiguity, role overload) were correlated with psychological empowerment (job meaning, competence, autonomy, influence). In this study, latent profile analysis was employed to fit models with 1 to 4 latent categories. The fit indices for each model are shown in Table 5. Lower AIC, BIC, and aBIC values indicate better model fit. An Entropy value greater than 0.8 indicates high classification accuracy, with values closer to 1 indicating clearer classification. For LMR and BLRT, a P value less than 0.05 indicates that the k-class model is superior to the (k-1)-class model (). As shown in Table 5, as the number of classes increased, AIC, BIC, and aBIC gradually decreased. The Entropy values for all models were above 0.8, indicating good classification accuracy. Regarding model selection, both LMR and BLRT were significant for the three-class model (P < 0.05), whereas LMR was not significant for the four-class model (P = 0.216), suggesting that adding a fourth class did not significantly improve model fit. Considering model parsimony, statistical indices, and theoretical interpretability, the three-class model was determined as the optimal solution ().

Table 5

CategoryAICBICaBICEntropyLMR(P)BLPT(P)Group sizeClass probabilities
118095.8618222.8618121.32---391-
215520.0915714.5615559.080.970<0.001<0.001136/255035/0.65
314651.4514913.3914703.970.969<0.01<0.00159/245/870.15/0.63/0.22
413858.4214187.8213924.470.9470.216<0.00172/141/99/790.19/0.36/0.25/0.20

Summary table of fitting information for potential profile analysis.

The average membership probabilities for each latent class are shown in Table 6. The within-class membership probabilities for C1, C2, and C3 were 0.984, 0.988, and 0.979, respectively, all above 0.95, indicating high internal consistency and reliability of the classification results. The score trends of role stress and psychological empowerment across the three latent classes are shown in Figure 2. Class 1 (C1) had the lowest role stress scores and the highest psychological empowerment scores (n = 59, 15.09%), and was named the “low stress–high empowerment” group. Class 2 (C2) had moderate scores on both variables (n = 245, 62.66%), and was named the “moderate stress–moderate empowerment” group. Class 3 (C3) had the highest role stress scores and the lowest psychological empowerment scores (n = 87, 22.25%), and was named the “high stress–low empowerment” group. Thus, the three groups showed distinct patterns of combining role stress and psychological empowerment.

Table 6

CategoryNumber of peoplePercentagePosterior probabilities
C1C2C3
C15915.09%0.9840.0000.015
C224562.66%0.0000.9880.012
C38722.25%0.0030.0170.979

The average attribution probability of each potential participant.

Figure 2

To further investigate differences in organizational silence across the different latent classes, a one-way ANOVA was conducted, with latent class as the independent variable and the total organizational silence score and each dimension as dependent variables. As shown in Table 7, significant differences were found among the latent classes in the total organizational silence score (F = 52.371, P < 0.001) and in all dimensions (all P < 0.001). Post-hoc comparisons (Tukey HSD) indicated that the total organizational silence behavior score and the scores for each dimension, from high to low, were as follows: high stress–low empowerment group (C3) > medium stress–medium empowerment group (C2) > low stress–high empowerment group (C1), with all between-group differences reaching statistical significance.

Table 7

Latent profile(s)ANOVAPost hoc test
ItemC1C2C3
tacit silence11.42 ± 2.8513.71 ± 3.1216.26 ± 4.1332.456***C3>C2>C1
defensive silence13.16 ± 3.3615.56 ± 4.5217.31 ± 4.8946.809***C3>C2>C1
prosocial silence9.31 ± 2.6811.53 ± 3.0414.35 ± 3.6248.650***C3>C2>C1
indifferent silence7.54 ± 1.799.36 ± 2.0710.53 ± 2.8536.447***C3>C2>C1
Total score of organizational silence40.46 ± 5.3647.94 ± 7.2958.32 ± 11.2452.371***C3>C2>C1

Comparison of the scores of different potential category role stress - psychological empowerment on each dimension of organizational silence.

***indicates P<0.001.

Discussion

Relationship between role stress and organizational silence behavior among psychiatric nurses: the mediating role of psychological empowerment – a variable-centered approach

The findings indicate a significant positive correlation between role stress and organizational silence behavior, validating Hypothesis 1. This finding is consistent with previous research in general workplace settings (, ) and provides a new perspective within the specific high-risk context of psychiatric care. A survey covering 17 countries pointed out that nurses in different clinical settings experience different levels of role stress (). The uniqueness of psychiatric nursing lies in the fact that the patients often have impaired cognition and lack insight, resulting in generally low cooperation with nursing care. During acute episodes of illness, patients may be unable to care for themselves, and in severe cases, may verbally abuse nurses or even exhibit violent behavior (). Therefore, when experiencing high levels of role stress, although some individuals may adopt active coping strategies, more nurses may choose to remain silent – i.e., exhibit organizational silence – to avoid further conflict, reduce additional workload, or protect themselves. Managers of psychiatric institutions could focus interventions on reducing role stress itself, by establishing clear role boundaries, explicit work procedures, and defined responsibilities, thereby reducing organizational silence.

The results of the mediation analysis showed that role stress not only directly affected organizational silence behavior but also had an indirect effect through the partial mediating role of psychological empowerment, with the mediation effect accounting for 23.65% of the total effect. In addition, the correlation results showed that psychological empowerment was negatively correlated with both role stress and organizational silence behavior, indicating that role stress can indirectly contribute to organizational silence behavior by weakening nurses’ psychological empowerment, thus supporting Hypothesis 2. In this study, the overall psychological empowerment score of psychiatric nurses was lower than that of clinical nurses in general hospitals (), which is generally consistent with the level reported in previous studies on psychiatric nurses (). The main reasons may include the long disease course and uncertain prognosis of psychiatric patients, which can lead to a sense of professional powerlessness among nurses; the potential risk of violence, which may limit their autonomy in clinical decision-making; the predominantly custodial and medication-focused nature of work, with relatively few technical nursing procedures, reducing some nurses’ sense of meaning; and social stigma toward mental health, which may further undermine their sense of professional meaning (, ). These environmental characteristics contribute to a relatively low level of psychological empowerment among psychiatric nurses, forming a pattern of “high stress – low empowerment – silence”. This finding is consistent with the Job Demands-Resources model, under which demands and resources in the work environment directly influence individuals’ work motivation and behavior (). As a core personal resource, psychological empowerment is weakened by role stress, making individuals feel a lack of impact, autonomy, and efficacy. Consequently, their motivation to make suggestions or challenge the status quo decreases, and they are more likely to adopt organizational silence behavior to preserve the remaining psychological resources. In the future, nursing managers should recognize the importance of psychological empowerment, grant more responsibilities and authority to enhance psychological empowerment among psychiatric nurses, thereby enabling them to exercise greater autonomy and collaboration, and stimulating their inner strengths to maintain a good working state.

Impact of role stress and psychological empowerment on organizational silence among psychiatric nurses: a person-centered approach

Building on the variable-centered approach, this study further adopted a person-centered perspective. The latent profile analysis results showed that the role stress–psychological empowerment patterns among psychiatric nurses could be divided into three latent classes: low stress–high empowerment (15.09%), moderate stress–moderate empowerment (62.66%), and high stress–low empowerment (22.25%). Analysis of variance and post-hoc comparisons indicated significant differences across these classes in total organizational silence and all its dimensions, thus supporting Hypothesis 3. First, the moderate stress–moderate empowerment class comprised the largest number of nurses (n = 245), suggesting that more than half of the psychiatric nurses in the hospital experienced moderate levels of both role stress and psychological empowerment, facing a certain degree of dual challenges. Therefore, attention should be paid to the development of this group, and appropriate guidance and support should be provided to prevent further transition toward the high stress–low empowerment class. Second, although the low stress–high empowerment class had a relatively small number of nurses (n = 59), they exhibited a lower tendency toward organizational silence. Their organizational silence scores were significantly lower, reflecting that psychological empowerment may play an important protective role in alleviating role stress and organizational silence among psychiatric nurses, which is consistent with previous findings (, ). In addition, this group can serve as a reference for an ideal state, providing direction for designing intervention strategies targeting other types of nurses. Finally, the analysis of variance and post-hoc tests revealed that nurses in the high stress–low empowerment class had significantly higher organizational silence scores than those in the other classes, indicating that this group was more likely to adopt organizational silence as a coping strategy. For this group, it is recommended that hospital managers pay close attention and implement effective interventions, such as adjusting job responsibilities, appropriately reducing workload, enhancing nurses’ sense of participation in organizational decision-making, and conducting targeted psychological stress reduction and empowerment activities, so as to reduce their tendency toward organizational silence and improve overall organizational health.

Practical implications and future research

The practical implications of this study are reflected in two main levels. At the organizational level, managers can build a dual support environment of “stress reduction and empowerment”. On one hand, stress reduction should be addressed at the source by formulating clear job responsibilities and work procedures, which, according to role theory, is considered a structural approach to alleviating role stress (). On the other hand, systematic empowerment should be implemented, for example, by promoting shared governance models to enhance nurses’ participation in clinical decision-making and department management, thereby increasing their work autonomy (). Encouraging senior nurses to form teams with newly recruited nurses, through experience sharing and emotional support, not only facilitates skill development but also strengthens both parties’ recognition of the value of the nursing profession, thereby enhancing the sense of professional meaning () and improving the overall level of psychological empowerment. At the individual level, the classification results from LPA can be used to implement differentiated interventions. For nurses in the “high stress–low empowerment” class, focused attention and resource allocation should be provided, with interventions such as job redesign and one-on-one empowerment coaching. For the majority of nurses in the “moderate stress–moderate empowerment” class, regular group sharing sessions and peer support activities should be organized to prevent their transition toward unfavorable classes. Meanwhile, nurses in the “low stress–high empowerment” class should be valued and encouraged to serve as role models, thereby promoting a positive overall climate.

Limitations

This study has several limitations that warrant further investigation. First, the cross-sectional design cannot determine causal relationships among the variables. Future research could adopt a longitudinal design to dynamically reveal the causal pathways between variables. Second, the sample was relatively limited, as the survey was conducted in only one tertiary psychiatric hospital. Future studies should expand the sample to include psychiatric hospitals in different regions, as well as across different cultures and countries, to explore possible differences and commonalities and thereby enhance the generalizability of the findings. Finally, because role stress had a significant direct effect on organizational silence and the mediation was only partial, this indirectly suggests that there may be other variables that play a role in the relationship between role stress and organizational silence behavior.

Conclusions

The results of this study indicate that psychological empowerment plays a partial mediating role between role stress and organizational silence behavior among psychiatric nurses. Role stress not only directly affects organizational silence behavior but also exerts an indirect effect through psychological empowerment. Furthermore, nursing managers should not only pay attention to the influence of psychological empowerment but also focus on the synergistic effect of role stress and psychological empowerment. Targeted interventions should be implemented for different classes of nurses within the group to reduce and prevent the occurrence of organizational silence behavior.

Statements

Data availability statement

The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding authors.

Ethics statement

The studies involving humans were approved by Ethics Approval Department of Shenyang Mental Health Center. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants’ legal guardians/next of kin in accordance with the national legislation and institutional requirements.

Author contributions

YL: Methodology, Data curation, Investigation, Conceptualization, Writing – original draft, Formal analysis. SG: Investigation, Writing – review & editing, Resources, Project administration, Supervision. LX: Validation, Project administration, Writing – review & editing, Supervision, Resources.

Funding

The author(s) declared that financial support was not received for this work and/or its publication.

Acknowledgments

The authors would like to thank the nurse managers at the participating hospitals for supporting data collection and all participants for completing the survey.

Conflict of interest

The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Generative AI statement

The author(s) declared that generative AI was not used in the creation of this manuscript.

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References

Keywords

organizational silence, potential profile analysis, psychiatric nurses, psychological empowerment, role stress

Citation

Li Y, Gao S and Xie L (2026) The relationship between role stress, psychological empowerment and organizational silence of psychiatric nurses: a variable-centered and individual-centered analysis. Front. Psychiatry 17:1916837. doi: 10.3389/fpsyt.2026.1916837

Received

23 June 2026

Revised

14 September 2026

Accepted

18 September 2026

Published

30 September 2026

Volume

17 - 2026

Edited by

Esben Strodl, Queensland University of Technology, Australia

Updates

Copyright

© 2026 Li, Gao and Xie.

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*Correspondence: Shumin Gao, 240242459@qq.com; Lina Xie, xielina19850909@163.com

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来源:Frontiers in Psychiatry · frontiersin.org

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