Skip to main content

ORIGINAL RESEARCH article

Front. Psychol., 03 November 2022
Sec. Environmental Psychology
This article is part of the Research Topic Secondary Traumatic Stress: Risk Factors, Consequences, and Coping Strategies View all 5 articles

Exploring links between Chinese military recruits' psychological stress and coping style from the person-environment fit perspective: The chain mediating effect of self-efficacy and social support

  • 1Department of Nursing, Fourth Military Medical University, Xi'an, China
  • 2Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
  • 369245 Troops of the Chinese People's Liberation Army, Xinjiang, China
  • 4Department of Engineer, Army 75 Group Military Hospital, Kunming, China
  • 569243 Troops of the Chinese People's Liberation Army, Xinjiang, China
  • 6The 960th Hospital of the PLA Joint Logistics Support Force, Jinan, China
  • 7Department of Health Statistics, School of Preventive Medicine, Fourth Military Medical University, Xi'an, China

The choice of coping style of recruits under psychological stress in the process of military task execution has been an important topic in the promotion of military operations and cohesion of military forces. Taking a positive coping style under psychological stress can help recruits overcome the negative effects of stress and improve military morale and group combat effectiveness. Although soldiers' psychological stress in the process of military mission execution having an impact on coping style has been studied by a large body of literature, very little literature has focused on the mechanism of self-efficacy and social support between recruits' psychological stress and coping style from the person-environment fit perspective. Therefore, this study was conducted to analyze the impact of recruits' psychological stress on coping style through a chain mediation model and to discuss the role of self-efficacy and social support in this relationship. Two waves of survey data were utilized to test the research hypotheses on a sample of 1028 Chinese recruits performing military tasks. The results indicated that recruits' psychological stress negatively impacted positive coping styles and positively correlated with negative ones. In addition, self-efficacy and social support mediated the relationship between psychological stress and positive coping style, and self-efficacy mediated the relationship between psychological stress and negative coping style. More importantly, self-efficacy and social support play the chain mediating effect between psychological stress and positive coping style.

Introduction

Along with the advancement of the new military revolution, modern military tasks are high intensity, high standards, and tough environments, requiring soldiers to act with a high degree of unity (Reger et al., 2018; MacGregor et al., 2020). Under such circumstances, they face various external stimuli and produce different degrees of psychological stress reactions (Friedl, 2018; Kang et al., 2020). Psychological stress is a state of physical and mental tension that arises when an individual perceives a change in the external environment and recognizes the threat or challenge posed by the environmental change in order to cope with the change (Bernstein, 2016; Claes, 2018). Research showed that patients with higher total scores on affective dysregulated temperaments were more likely to have higher hopelessness which was an important predictor of suicidality (Serafini et al., 2012). Psychological stress will bring many negative effects, and how to reduce psychological stress has become a research hotspot (Hopper et al., 2019; Umbrello et al., 2019). Physical exercise is regarded as an effective way to solve this problem (Belvederi Murri et al., 2018; Izquierdo-Alventosa et al., 2020). However, there are some common misperceptions regarding the treatment of psychological stress and the effectiveness in treating core features of psychological stress is generally underappreciated (Belvederi Murri et al., 2018).

Military psychological stress is a specific emotional state that arises in stimulating and stressful environments. It is a physiological and psychological response of military personnel through their cognitive evaluation of the environment and form of military activities. Military psychological stress is closely related to the physical and mental health of military personnel and the performance of military tasks. It also can affect the adoption of strategies and the choice of coping styles during their tasks (Cunitz et al., 2019; Lin et al., 2020). Psychological stress is a common problem in all militaries, and this problem is especially prominent among recruits (Johnson et al., 2018). Recruits are an important supplement to the combat effectiveness of the army which is also largely determined by their performance in the military task. However, they are particularly prone to psychological stress due to factors such as not adapting to a new environment, being far from home, and difficulty in loading military tasks. The prevalence of psychological stress among recruits in the U.S. Army is 28.2%, 33.1% among recruits in the Brazilian Army, and 31.5% in Chinese Army (Jackson et al., 2011). Studies have shown that individuals in a state of psychological stress influence the choice of coping styles and action strategies, and there is a significant correlation between psychological stress and coping styles (Liu et al., 2020; Zhao et al., 2021). Coping styles are the emotional and behavioral styles that individuals exhibit in response to various dilemmas (Zhao, 2021). In military missions, there are various unpredictable stressful stimuli, and the stress from these stimuli can cause mental tension in soldiers and negatively affect their physical and mental health. In this way, the stress can affect the choice of different coping styles, which in turn affects the effectiveness of military missions (Romero et al., 2020; Zhao et al., 2020). Adopting a negative coping style can increase soldiers' mental stress or mental tension, solve problems negatively and passively, which tends to immerse individuals in negative emotions, reduce coping ability, and harm individual health status, as well as being detrimental to the advancement of military tasks and the improvement of troop combat effectiveness (Zhang et al., 2017). As an important supplement and important component of the force, guiding recruits to adopt a positive coping style will keep them in a good emotional state, which is important for them to quickly adapt to the force, maintain recruits' physical and mental health, and ensure the completion of military tasks (Niebuhr et al., 2013; Burbage et al., 2021). Therefore, it is important to understand the recruits' choice of coping styles and pathways of action in psychological stress situations during military missions.

However, research on recruits' coping styles during military missions is not yet mature and well developed, let alone how psychological stress influences coping styles. The currently recognized factors that influence the coping style are attributed to individual factors and external factors. Individual factors refer to age (Stevenson et al., 2012), personal alexithymia (Shen and Xing, 2020), personality (Jurczak et al., 2019), psychological stress (Zhao et al., 2021), etc. External factors include stress (Ryu et al., 2020), social support (Yu et al., 2020), and family environment (Zhang et al., 2020). The current studies focus on the influence of individual or external factors on coping style and do not consider their joint or even interactive effects. Our research is expected to provide reference for alleviating the psychological stress of recruits and promoting them to choose positive coping styles.

Research theory and hypothesis

The Person-Environment Fit Theory (PEFT) is a theory commonly applied in management and psychology (Arias et al., 2020; Wang D. et al., 2021). PEFT refers to the mutual function between an individual and the environment when an individual makes a certain behavior (Wang and Wang, 2018). Fit is a two-way function, with person-environment fit referring to the supply-need balance between an individual and the environment. And individual-environment interaction factors should be taken into account to effectively explain an individual's behavior in their environment. Through this mutual function, analyses and discussions between the individual and the environment could help to clarify the real relationship between the two factors. The discussion of person-environment fit could avoid errors caused by separating the individual or environment considerations (Xiao et al., 2021).

In previous studies on the impact of psychological stress on coping styles, PEFT was not taken into account (Zhou et al., 2017; Ding et al., 2021; Zhao et al., 2021). In our study, both individual and environmental factors should be applied to replace the single trait theory in order to clarify the relationship between psychological stress and coping style. Although prior studies discussed the concept of PEFT in regard to multitasking research (Liu et al., 2019; Bowe, 2020). We do not know the mechanism behind the association between psychological stress and coping styles, especially in the soldiers. So, it is the motivation of our study to apply PEFT to explore the path of psychological stress on coping styles and help soldiers choose positive coping styles when they are subjected to psychological stress when performing major tasks. Therefore, from the perspective of positive psychology and within the framework of PEFT, our research will look for individual and environmental variables related to psychological stress and copying styles in the following sections, and assume and verify their chain mediating role.

When performing military tasks, recruits are unfamiliar with military tasks and are in a state of high physical and mental workload, thus making them prone to stress (Yu et al., 2016). Psychological stress is closely related to task performance and psychological health of military personnel, especially strong acute psychological stress is likely to cause military personnel to adopt negative coping strategies, leading to failure of military tasks and causing serious and lasting psychological trauma to military personnel (Hatzimanolis et al., 2018). Studies have shown that individuals in a state of psychological stress can affect the choice of coping styles, which can lead individuals to choose negative coping styles to cope (Wang and Wang, 2019; Fu et al., 2020). Therefore, this study proposes the following research hypothesis based on this.

Hypothesis 1: Recruits' psychological stress is negatively related to positive coping styles

Secondly, PEFT points out that individual factors are an important aspect in making a certain behavior. We choose self-efficiency as the individual factor. Self-efficacy refers to an individual's subjective judgment of whether he or she can successfully perform an achievement behavior, and also refers to people's confidence or belief in their ability to achieve the behavioral goals in a particular domain, and is an individual's belief that he or she can succeed. Good self-efficacy is beneficial for increasing individuals' psychological resilience (Zhang et al., 2021) and alleviating psychological stress levels (Shahrour and Dardas, 2020; Cano et al., 2021). Self-efficacy is regarded as an important factor to alleviate psychological stress (Hendrix et al., 2016; Indelicato et al., 2017). It can buffer psychological stress well and the better self-efficacy is more likely to exhibit the more positive behaviors, such as self-management (Nott et al., 2021), better job performance (Downes et al., 2021), and a positive coping style (Wang and Zhang, 2021; Wu et al., 2021). Therefore, individuals with good self-efficacy tend to adopt a positive coping style in the process of event handling (Lu et al., 2021). Given that self-efficacy is an important determinant of the choice of positive coping style, it is feasible to hypothesize that recruits' psychological stress has a negative effect on self-efficacy, and self-efficacy has a positive effect on positive coping style and a negative effect on negative coping style.

Hypothesis 2: Self-efficacy significantly mediates the relationship between psychological stress and coping styles

Thirdly, the main logic of PEFT shows that the environmental is another important factor. Social support means that individuals can feel, perceive or receive care or assistance from others (Milette et al., 2020; Wang Y. et al., 2021). Social support can help individuals get comfort and overcome negative emotions (Eidelman et al., 2019; Gaffey et al., 2020). The reason why we choose social support as the environmental factor is that social support can alleviate individual psychological stress, eliminate individual psychological barriers, and promote individual mental health. Soldiers are a special social group, shouldering the important task of safeguarding national interests and defending the people (Gagnon and Reilly, 2021). They live in a closed camp, living together and facing the same arduous training tasks (McDonald et al., 2019). In this situation, external social support, especially organizational support, is particularly important (Sipos et al., 2019; Karstoft et al., 2021). A meta-analysis of American soldiers shows that social support can effectively reduce the occurrence of posttraumatic stress disorder (Bourassa et al., 2020; Blais et al., 2021). And research shows that social support can alleviate psychological stress through care and counseling (Falak et al., 2020; Gallagher et al., 2021a). At the same time, social support and coping style are also closely related. The higher the degree of social support perceived by individuals, the more inclined they are to adopt positive coping styles (Li et al., 2021). Therefore, we propose the following research hypothesis:

Hypothesis 3: Social support significantly mediates the relationship between recruits' psychological stress and coping styles

Fourthly, the researches on self-efficacy and social support show that they are positively correlated (Wu and Sheng, 2019; Al-Dwaikat et al., 2021). Individuals with high self-efficacy can actively seek social support in the face of difficulties. At the same time, individuals with higher external social support can usually benefit more from self-efficacy (Iwanowicz-Palus et al., 2021; Miller et al., 2021). It is further found that when the individual's self-efficacy improves, it is easier to perceive social support (Shoji et al., 2014). Therefore, we propose the following research hypothesis:

Hypothesis 4: Recruits' self-efficacy is positively correlated with social support

Finally, according to PEFT, the individual-environment interaction factors should be taken into account to effectively explain an individual's behavior in their environment. Because self-efficacy and social support are closely related to psychological stress and coping style, in the process of choosing the coping style of soldiers under psychological stress, we choose self-efficacy as an individual factor and social support as an environmental factor. We speculate that when soldiers suffer from psychological stress, self-efficacy can help them seek and better perceive social support, which can help them choose to adopt positive coping styles. Self-efficacy and social support, as two important individual and environmental factors, may plays crucial mediating role in the relationship between psychological stress and coping styles. Therefore, based on this thesis this study proposes the following research hypothesis:

Hypothesis 5: Self-efficacy and social support play the role of chain intermediary in the relationship between recruits' psychological stress and coping styles

The above assumptions are shown in Figure 1. However, the above influences and mechanisms of action of self-efficacy, social support, and psychological stress on coping styles are at a conjectural and hypothetical stage, lacking corresponding systematic sorting and research. Therefore, this study aims to explore the influence of self-efficacy, social support, and psychological stress on the coping styles of Chinese recruits on military missions and their mechanisms of action based on PEFT in combination with previous studies, hoping to explore the reasons affecting their coping styles in-depth, helping them make positive choices and adopt positive coping styles in the heavy military tasks and under the state of psychological stress.

FIGURE 1
www.frontiersin.org

Figure 1. The multiple mediators of psychological stress and coping style hypothesized: (1) Soldiers' psychological stress will affect coping style. (2) Self-efficacy significantly mediates the relationship between psychological stress and coping style. (3) Self-efficacy is positively related to social support. (4) Social support significantly mediates the relationship between psychological stress and coping style. (5) Self-efficacy and social support play the role of chain intermediary in the relationship between psychological stress and coping style. PS, psychological stress; SE, Self-efficacy; SS, social support; PCP, positive coping style; NCP, negative coping style.

Method

Participants

Since recruits are trained collectively, and in order to save research time and funds, a convenient sampling method was used to select 1,100 recruits of a Chinese Army unit performing a major task to conduct a survey, excluding those who had recently experienced major life events. The inclusion criteria were PLA soldiers with < 1 year of service. The exclusion criteria were those who were not willing to participate or were absent during the survey. A total of 1,100 data were collected for this study during this phase. Among the 1,100 questionnaires, 1,059 were valid questionnaires. Two weeks later 1,059 were asked to complete the questionnaires concerning social support and coping styles, and a total of 1,028 valid data were collected. The effective recovery rate of the questionnaire was 93.45%.

Measures

Psychological stress

Psychological stress was measured by the Psychological Stress Self-Evaluation Test (PSET) (Lin et al., 2021), which is an effective tool to evaluate the degree of psychological stress response of soldiers in both peacetime and wartime. There are 10 items in the PSET. A three-level scoring method is adopted to reflect the recruits' physiological, psychological and behavioral reactions under stress. The higher the score, the higher the degree of psychological stress. Cronbach's alphas coefficient is 0.811.

Coping styles

Coping styles were measured by the Simplified Coping Style Questionnaire (SCSQ) (Cheng et al., 2021). The scale is used to evaluate the coping styles of individuals. It has a total of 20 items, which is composed of two factors: positive coping style and negative coping style. It adopts the 4-level scoring method. The Cronbach's alphas coefficient of each dimension is 0.749 and 0.821.

Self-efficacy

Self-efficacy was measured by the General Perceived Self-Efficacy Scale (GSES) (Caruso et al., 2016). This scale is used to evaluate the individual's confidence in completing something. There are 10 items in total. It adopts the 4-level scoring method. The higher the score, the stronger the sense of self-efficacy. Cronbach's alphas coefficient is 0.884.

Social support

Social support was measured by the Perceived Social Support Scale (PSSS) (Karaer and Akdemir, 2019). The scale emphasizes individual self-understanding and self-perceived social support. There are 12 items in total and includes three dimensions: objective support, subjective support and utilization of support. The evaluation is conducted according to the 7-level scoring method. Cronbach's alphas coefficient is 0.928. Cronbach's alphas coefficients of each dimension vary from 0.812 to 0.883.

Data collection

The group measurement is conducted by professionals with unified guidelines and filled in anonymously. Before filling in the questionnaire, the examiner explained the purpose and requirements of the survey in detail and asked the participants to answer truthfully when they understood the items on the scale and participants could opt-out of participation in the study at any time if they didn't want to participate in the research. The questionnaires were filled in and collected on the spot and the filling time shall be controlled at about half an hour. Because our study used cross-sectional data analysis, we contacted soldiers for data collection at two-time points to avoid the common method bias in the study data. In the first stage, the paper questionnaires on demographic variables, psychological stress and self-efficacy were distributed to the soldiers with the promise that all information would be kept strictly confidential.

Data analysis

To test the research hypotheses of this study, the following process was conducted. Firstly, the factors were included as latent variables in structural equation modeling (SEM) analysis to test for common method bias. Secondly, the hypothesized models were tested for validity by Mplus8.0, which was chosen for the analysis because it provides high-quality path analysis to help researchers visualize the relationships and effects of the variables, and the mathematical method used by Mplus8.0 is also one of the most effective and reliable methods. In addition, the hypothesized model was tested for the significance of mediating effects by the Bootstrap method (2,000 replicate draws), and P < 0.05 was established as statistically significant.

Results

Common method deviation test

In this study, the questionnaire is filled in by self-reporting, so it may cause the problem of common method deviation (Voloh et al., 2020). Exploratory factor analysis was performed on all items of the four questionnaires. We found that the first common factor interpretation rate was 34.75%, which was less than the critical standard of 40% (Lash et al., 2021). This showed the common method bias couldn't be a concern in this study.

Demographic characteristics and the comparison of coping styles

With the help of the commander of the army, 1,028 out of 1,100 recruits completed our survey. Among them, 14 recruits dropped out of the survey, 51 gave incomplete surveys, with the effective response rate of 94.05%. The average age of the final sample was 19.05 years (SD = 1.64). The other demographic characteristics of the recruits are presented in Table 1.

TABLE 1
www.frontiersin.org

Table 1. Demographic characteristics of recruits and the comparison of coping styles (N = 1,028).

Descriptive analysis of psychological stress, self-efficacy, social support and coping styles scores

As shown in Table 2, the psychological stress score of recruits in this study was (14.01 ± 3.08). The score of self-efficacy was (26.98 ± 5.72). The score of social support was (68.01 ± 11.42), and (23.1 ± 4.21) for objective support, (22.81 ± 4.21) for subjective support, (22.04 ± 4.22) for support utilization. The score of positive coping style was (37.14 ± 5.89), and for negative coping style was (14.53 ± 4.02).

TABLE 2
www.frontiersin.org

Table 2. The scores of psychological stress, self-efficacy, social support and coping styles.

Correlations among study variables

In Table 3, recruits' psychological stress clearly showed a negative correlation with self-efficacy (r = −0.184, p < 0.001), social support (r = −0.163, p < 0.001) and positive coping style (r = −0.142, p < 0.001) and showed a positive correlation with negative coping style (r = 0.415, p < 0.001). Self-efficacy was positively correlated with social support (r = 0.414, p < 0.001) and positive coping style (r = 0.417, p < 0.001).

TABLE 3
www.frontiersin.org

Table 3. The correlation between psychological stress, self-efficacy, social support and coping styles.

Chain intermediary role

Structural equation modeling has requirement for sample size. When the number of entries is too large, more parameters need to be estimated by SEM. If the sample size is small, large parameter bias may be produced by using the original items. Item parceling can improve the communalities and reduce random error, which is an effective method to solve this problem. For the Perceived Social Support Scale, we packaged them according to its respective dimensions. Then we tested whether the fitted index of the constructed structural equation model conformed to the requirements. The results show that the fit indexes are χ2 = 38.719, df = 8, χ2/df = 4.840, Tucker-Lewis Index (TLI) = 0.966, Comparative Fit Index (CFI)=0.987, Root Mean Square Error of Approximation (RMSEA) = 0.060, 90% CI: 0.043–0.080, Standardized Root Mean Square Residual (SRMR) = 0.022.

Figure 2 depicts the mediating effect model. Psychological stress indirectly affects positive coping style through self-efficacy (β = −0.049, SE = 0.011, p = 0.000) and social support (β = −0.034, SE = 0.012, p = 0.000). Self–efficacy and social support play the total chain mediating effect between psychological stress and positive coping style (β = −0.022, SE = 0.007, p = 0.002, R2 = 0.272).

FIGURE 2
www.frontiersin.org

Figure 2. Standardized relationship path diagram. PS, psychological stress; SE, self-efficacy; SS, social support; SS1, objective support; SS2, subjective support; SS3, support utilization; PCP, positive coping style; NCP, negative coping style. : *p < 0.05, ***p < 0.001.

Psychological stress had a significant positive impact on negative coping style (β = 0.438, SE = 0.032, p = 0.000), and indirectly affected negative coping style through self–efficacy (β = −0.014, SE = 0.007, p = 0.029). Other paths were not significant. The indirect effect of self–efficacy on psychological stress and negative coping style accounted for 3.88% of the total effect of psychological stress on negative coping style (total effect = 0.421, total indirect effect = −0.017, p = 0.023, R2 = 0.186).

Table 4 showed the confidence interval of mediating effect value in chain mediated model. The results showed that the path from psychological stress to positive coping style through self–efficacy and social support respectively were significant. Confidence intervals were 95% CI [−0.070, −0.031] and [−0.057, −0.015] which didn't contain 0, indicating that the mediating effects were significant. And the path from psychological stress to positive coping style through the chains of self–efficacy and social was significant and played the role of a complete chain intermediary. Confidence intervals were 95% CI [−0.036, −0.010]. The path from psychological stress to negative coping style through self–efficacy was significant. Confidence intervals were 95% CI [−0.027, −0.001]. However, the other paths were not significant. The total mediating effect value of the model of from psychological stress to positive coping style was −0.105, p < 0.01 and the 95 % CI [−0.143, −0.066] didn't contain 0, indicating that the total mediating effect was significant. The total mediating effect value of the model of from psychological stress to negative coping style was −0.017, p = 0.023 and the 95 % CI [−0.032, −0.002] didn't contain 0, indicating that the total mediating effect was significant. The specific path model diagram was shown in Figure 2.

TABLE 4
www.frontiersin.org

Table 4. Confidence interval of mediating effect value in chain mediated model (2,000 bootstrap samples).

Discussion

Our study found that self-efficacy and social support mediated the relationship between psychological stress and positive coping style, and self-efficacy mediated the relationship between psychological stress and negative coping style. More importantly, self-efficacy and social support play the chain mediating effect between psychological stress and positive coping style. And our results highlighted the importance of self-efficacy and social support as interventional factors to improve the physical and mental health and combat effectiveness of recruits. With the development of China's military, troops continue to expand their tasks, especially in exercises, field training, combat duty, and other major military tasks where there is much competitive assessment and difficult environmental conditions, the overload and high intensity training of soldiers is gradually increasing, which is a severe test of physical and psychological endurance for them (Hua et al., 2018; Chu et al., 2021). Because new recruits are new to the military and don't adapt to the military environment, the recruit training period is a time when young soldiers feel high occupational stress and are prone to develop psychological stress, which adversely affects their physical and mental health and also leads to their low enthusiasm for training and lower training performance (Guo et al., 2019; Wang et al., 2019). Under such circumstances, the choice of their coping style is related to the army's combat effectiveness, especially in psychological warfare plays a decisive and dominant role. Therefore, efforts to improve their psychological stress coping ability and coping style selection can help improve military mission execution effectiveness (Tao et al., 2020).

The purpose of this study is to explore how self-efficacy and social support influence recruits' coping style selection under psychological stress state with the guidance of PEFT, to reinforce the significance of self-efficacy and social support on recruits' positive coping style selection as well as to help them select positive coping styles under psychological stress state. What's more, this study aims to help them overcome passive, and retreating coping styles, and it is critical to help them to improve physical and mental health and the combat effectiveness of troops.

In this study, we found that in terms of positive coping styles, there were differences in positive coping style scores among recruits with different places of residence, adaptation to the army, different health status, number of hobbies, and different family income levels (p < 0.01). In terms of negative coping styles, there were differences in negative coping style scores among recruits with different places of residence, adaptation to the army, number of hobbies, and different family income levels (p < 0.05). Self-efficacy and social support played a fully chained mediating role in the selection of positive coping styles under psychological stress. During military tasks, recruits suffering from psychological stress could seek better social support by exerting their own self-efficacy and select positive coping styles to cope with the difficulties of the moment through the combined effect of internal and external factors. Therefore, self-efficacy and social support are what we need to highlight in the process of selecting coping styles for recruits suffering from psychological stress.

It was found that there was a negative correlation between self-efficacy and psychological stress levels (Liu et al., 2020). High self-efficacy recruits may match self-beliefs and expectations with military environment better. When faced with tough training life, they cope with the difficulty optimistically, and stimulate a sense of self-wort. In this way, self-efficacy is an important positive factor in reducing psychological stress reactions (Molero Jurado et al., 2019; Belanger et al., 2020). The level of self-efficacy can have an impact on how they perceive stress and how to cope with it. Related studies in the U.S. military have found that military self-efficacy moderates the relationship between stressful stimuli and tension. Compared with those with low self-efficacy, high self-efficacy individuals have the less negative effects on physiological stress (Wald et al., 2016). Also, individuals with high self-efficacy are more likely to adopt a positive coping style when choosing the copying style. Therefore, health management departments and soldiers should care about the mental health and self-efficacy of recruits, stimulate the training enthusiasm of recruits with high self-efficacy, and set training participants with clear goals and timely assessments. What's more, they should promote recruits' self-efficacy gradually, build a good interpersonal atmosphere. It will help them build self-confidence, feel the value of their existence, and enhance their self-efficacy. The above methods can also be promoted among ordinary people.

When individuals are under mental stress, individuals tend to adopt a negative and passive coping style, which tends to make individuals reduce their coping ability and fail to adapt to the stressful environment actively. The conflicts between cognition and behavior may occur, which damages individuals' physical and mental health. Furthermore, it may exacerbate burnout or stress (John-Henderson and Ginty, 2020; Gallagher et al., 2021b). If recruits are able to receive more social support from their loved ones, comrades, and organizations in coping with stressful situations. It is beneficial to improve recruits' strategies and abilities to relieve stressful situations and to adopt positive coping strategies in the process of coping style selection (Perry et al., 2021). Research has shown that when the social support provided by an individual's surrounding environment, they will take the more positive and proactive coping style and the intensity of perceived stress will relatively decrease (Thompson et al., 2016). Since recruits perform special tasks in the military environment, it is important to give full play to organizational support. Through encouragement and help from peers in the group and timely psychological guidance from the troops, recruits will overcome negative emotions, alleviate psychological stress and face training tasks positively.

To sum up, we should pay attention to the special group of recruits and highlight their psychological conditions and improve their self-efficacy and strengthen the degree of social support for them. What's more, the necessary psychological guidance and psychological support are also important. In this way, we can help them maintain physical and mental health, and overcome psychological stress. They will choose positive coping methods to cope with the difficulties in military training tasks and improve the combat effectiveness of the troops.

Limitation

There are still some limitations of this study. First, we selected both internal and external environmental factors to explore a behavior according to PEFT. It is clear that there are more the two variables involved in this study that could affect the choice of coping styles of recruits, which is a part of future research that could go deeper. Second, this study used self-reported cross-sectional data. Given the retrospective nature of the present study, the prospective study is needed in the future research and to further reduce the impact of common method bias, future studies should attempt to conduct longitudinal follow-up data to verify the reliability of the existing findings. Moreover, this study is a cross-sectional study design, which can't carry out a causal link between various variables.

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 author.

Ethics statement

Ethical review and approval was not required for the study on human participants in accordance with the local legislation and institutional requirements. Written informed consent from the patients/ participants or patients/participants legal guardian/next of kin was not required to participate in this study in accordance with the national legislation and the institutional requirements.

Author contributions

Design of the study: CW, KY, and YLin. Acquisition of data: HL, ZS, and YLia. Analysis and reporting of data: YZ. Drafting the manuscript: CW and XZ. All authors contributed to the article and approved the submitted version.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher's note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

Al-Dwaikat, T. N., Rababah, J. A., Al-Hammouri, M. M., and Chlebowy, D. O. (2021). Social support, self-efficacy, and psychological wellbeing of adults with type 2 diabetes. West. J. Nurs. Res. 43, 288–297. doi: 10.1177/0193945920921101

PubMed Abstract | CrossRef Full Text | Google Scholar

Arias, V. B., Amor, A. M., Verdugo, M. A., Fernández, M., Arias, B., and Aza, A. (2020). Toward a better “person-environment fit” through items calibration of the SIS-C. Int. J. Environ. Res. Public Health 17(10). doi: 10.3390/ijerph17103471

PubMed Abstract | CrossRef Full Text | Google Scholar

Belanger, H. G., Vanderploeg, R. D., Curtiss, G., Armistead-Jehle, P., Kennedy, J. E., Tate, D. F., et al. (2020). Self-efficacy predicts response to cognitive rehabilitation in military service members with post-concussive symptoms. Neuropsychol. Rehabil. 30, 1190–1203. doi: 10.1080/09602011.2019.1575245

PubMed Abstract | CrossRef Full Text | Google Scholar

Belvederi Murri, M., Ekkekakis, P., Magagnoli, M., Zampogna, D., Cattedra, S., Capobianco, L., et al. (2018). Physical exercise in major depression: reducing the mortality gap while improving clinical outcomes. Front. Psychiatry 9, 762. doi: 10.3389/fpsyt.2018.00762

PubMed Abstract | CrossRef Full Text | Google Scholar

Bernstein, C. N. (2016). Psychological stress and depression: risk factors for IBD? Dig. Dis. 34, 58–63. doi: 10.1159/000442929

PubMed Abstract | CrossRef Full Text | Google Scholar

Blais, R. K., Tirone, V., Orlowska, D., Lofgreen, A., Klassen, B., Held, P., et al. (2021). Self-reported PTSD symptoms and social support in U.S. military service members and veterans: a meta-analysis. Eur J Psychotraumatol 12, 1851078. doi: 10.1080/20008198.2020.1851078

PubMed Abstract | CrossRef Full Text | Google Scholar

Bourassa, K. J., Smolenski, D. J., Edwards-Stewart, A., Campbell, S. B., Reger, G. M., and Norr, A. M. (2020). The impact of prolonged exposure therapy on social support and PTSD symptoms. J. Affect. Disord. 260, 410–417. doi: 10.1016/j.jad.2019.09.036

PubMed Abstract | CrossRef Full Text | Google Scholar

Bowe, S. N. (2020). “Fit” has a broader meaning: recognizing the utility of person-environment fit theory in residency recruitment and selection. J. Grad. Med. Educ. 12, 637–638. doi: 10.4300/jgme-d-20-00886.1

PubMed Abstract | CrossRef Full Text | Google Scholar

Burbage, J., Rawcliffe, A. J., Saunders, S., Corfield, L., and Izard, R. (2021). The incidence of breast health issues and the efficacy of a sports bra fit and issue service in British Army recruits. Ergonomics 64, 1052–1061. doi: 10.1080/00140139.2021.1895324

PubMed Abstract | CrossRef Full Text | Google Scholar

Cano, M., Marsiglia, F. F., Meca, A., De La Rosa, M., Ramírez-Ortiz, D., Sánchez, M., et al. (2021). Psychosocial stress, bicultural identity integration, and bicultural self-efficacy among Hispanic emerging adults. Stress Health 37, 392–398. doi: 10.1002/smi.2993

PubMed Abstract | CrossRef Full Text | Google Scholar

Caruso, R., Pittella, F., Zaghini, F., Fida, R., and Sili, A. (2016). Development and validation of the nursing profession self-efficacy scale. Int. Nurs. Rev. 63, 455–464. doi: 10.1111/inr.12291

PubMed Abstract | CrossRef Full Text | Google Scholar

Cheng, L., Guo, X., Liu, H., Chen, Q., and Cui, R. (2021). Hope, death anxiety and simplified coping style scores of nursing students during the outbreak of COVID-19: A cross-sectional study. Medicine (Baltimore) 100, e27016. doi: 10.1097/md.0000000000027016

PubMed Abstract | CrossRef Full Text | Google Scholar

Chu, K. M., Garcia, S. M. S., Koka, H., Wynn, G. H., and Kao, T. C. (2021). Mental health care utilization and stigma in the military: comparison of Asian Americans to other racial groups. Ethn. Health 26, 235–250. doi: 10.1080/13557858.2018.1494823

PubMed Abstract | CrossRef Full Text | Google Scholar

Claes, S. (2018). Neuroepigenetics of prenatal psychological stress. Prog. Mol. Biol. Transl. Sci. 158, 83–104. doi: 10.1016/bs.pmbts.2018.04.007

PubMed Abstract | CrossRef Full Text | Google Scholar

Cunitz, K., Bühler, A., Willmund, G. D., Ziegenhain, U., Fegert, J. M., Zimmermann, P., et al. (2019). [Intervention programs for psychological stress in children of military personnel in the USA - Results of a systematic literature review with regard to transferability to Germany]. Z. Kinder Jugendpsychiatr. Psychother. 47, 503–526. doi: 10.1024/1422-4917/a000675

PubMed Abstract | CrossRef Full Text | Google Scholar

Ding, Y., Fu, X., Liu, R., Hwang, J., Hong, W., and Wang, J. (2021). The impact of different coping styles on psychological distress during the COVID-19: the mediating role of perceived stress. Int. J. Environ. Res. Public Health 18(20). doi: 10.3390/ijerph182010947

PubMed Abstract | CrossRef Full Text | Google Scholar

Downes, P. E., Crawford, E. R., Seibert, S. E., Stoverink, A. C., and Campbell, E. M. (2021). Referents or role models? The self-efficacy and job performance effects of perceiving higher performing peers. J Appl Psychol 106, 422–438. doi: 10.1037/apl0000519

PubMed Abstract | CrossRef Full Text | Google Scholar

Eidelman, P., Jensen, A., and Rappaport, L. M. (2019). Social support, negative social exchange, and response to case formulation-based cognitive behavior therapy. Cogn. Behav. Ther. 48, 146–161. doi: 10.1080/16506073.2018.1490809

PubMed Abstract | CrossRef Full Text | Google Scholar

Falak, S., Safdar, F., and Nuzhat Ul, A. (2020). Perceived discrimination, social support, and psychological distress in transgender individuals. Psych J 9, 682–690. doi: 10.1002/pchj.373

PubMed Abstract | CrossRef Full Text | Google Scholar

Friedl, K. E. (2018). Military applications of soldier physiological monitoring. J. Sci. Med. Sport 21, 1147–1153. doi: 10.1016/j.jsams.2018.06.004

PubMed Abstract | CrossRef Full Text | Google Scholar

Fu, W., Wang, C., Zou, L., Guo, Y., Lu, Z., Yan, S., et al. (2020). Psychological health, sleep quality, and coping styles to stress facing the COVID-19 in Wuhan, China. Transl. Psychiatry 10, 225. doi: 10.1038/s41398-020-00913-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Gaffey, A. E., Burns, J. W., Aranda, F., Purim-Shem-Tov, Y. A., Burgess, H. J., Beckham, J. C., et al. (2020). Social support, social undermining, and acute clinical pain in women: Mediational pathways of negative cognitive appraisal and emotion. J. Health Psychol. 25, 2328–2339. doi: 10.1177/1359105318796189

PubMed Abstract | CrossRef Full Text | Google Scholar

Gagnon, P., and Reilly, T. (2021). Special issue on soldiers' physical performance. J. Sci. Med. Sport 24, 945–946. doi: 10.1016/j.jsams.2021.08.021

PubMed Abstract | CrossRef Full Text | Google Scholar

Gallagher, S., Creaven, A. M., Howard, S., Ginty, A. T., and Whittaker, A. C. (2021a). Gratitude, social support and cardiovascular reactivity to acute psychological stress. Biol. Psychol. 162, 108090. doi: 10.1016/j.biopsycho.2021.108090

PubMed Abstract | CrossRef Full Text | Google Scholar

Gallagher, S., O'Súilleabháin, P. S., and Smith, M. A. (2021b). The cardiovascular response to acute psychological stress is related to subjectively giving and receiving social support. Int. J. Psychophysiol. 164, 95–102. doi: 10.1016/j.ijpsycho.2021.03.004

PubMed Abstract | CrossRef Full Text | Google Scholar

Guo, D., Sun, L., Yu, X., Liu, T., Wu, L., Sun, Z., et al. (2019). Mindfulness-based stress reduction improves the general health and stress of Chinese military recruits: a pilot study. Psychiatry Res. 281, 112571. doi: 10.1016/j.psychres.2019.112571

PubMed Abstract | CrossRef Full Text | Google Scholar

Hatzimanolis, A., Avramopoulos, D., Arking, D. E., Moes, A., Bhatnagar, P., Lencz, T., et al. (2018). Stress-dependent association between polygenic risk for schizophrenia and schizotypal traits in young army recruits. Schizophr. Bull. 44, 338–347. doi: 10.1093/schbul/sbx074

PubMed Abstract | CrossRef Full Text | Google Scholar

Hendrix, C. C., Bailey, D. E. Jr., Steinhauser, K. E., Olsen, M. K., Stechuchak, K. M., Lowman, S. G., et al. (2016). Effects of enhanced caregiver training program on cancer caregiver's self-efficacy, preparedness, and psychological well-being. Support. Care Cancer. 24, 327–336. doi: 10.1007/s00520-015-2797-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Hopper, S. I., Murray, S. L., Ferrara, L. R., and Singleton, J. K. (2019). Effectiveness of diaphragmatic breathing for reducing physiological and psychological stress in adults: a quantitative systematic review. JBI Database System Rev. Implement Rep. 17, 1855–1876. doi: 10.11124/jbisrir-2017-003848

PubMed Abstract | CrossRef Full Text | Google Scholar

Hua, W., Chen, Q., Wan, M., Lu, J., and Xiong, L. (2018). The incidence of military training-related injuries in Chinese new recruits: a systematic review and meta-analysis. J. R. Army Med. Corps 164, 309–313. doi: 10.1136/jramc-2016-000710

PubMed Abstract | CrossRef Full Text | Google Scholar

Indelicato, L., Dauriz, M., Santi, L., Bonora, F., Negri, C., Cacciatori, V., et al. (2017). Psychological distress, self-efficacy and glycemic control in type 2 diabetes. Nutr. Metab. Cardiovasc. Dis. 27, 300–306. doi: 10.1016/j.numecd.2017.01.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Iwanowicz-Palus, G., Mróz, M., and Bień, A. (2021). Quality of life, social support and self-efficacy in women after a miscarriage. Health Qual. Life Outcomes 19, 16. doi: 10.1186/s12955-020-01662-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Izquierdo-Alventosa, R., Inglés, M., Cortés-Amador, S., Gimeno-Mallench, L., Chirivella-Garrido, J., Kropotov, J., et al. (2020). Low-intensity physical exercise improves pain catastrophizing and other psychological and physical aspects in women with fibromyalgia: a randomized controlled trial. Int. J. Environ. Res. Public Health. 17, 10. doi: 10.3390/ijerph17103634

PubMed Abstract | CrossRef Full Text | Google Scholar

Jackson, S., Agius, R., Bridger, R., and Richards, P. (2011). Occupational stress and the outcome of basic military training. Occup Med (Lond) 61, 253–258. doi: 10.1093/occmed/kqr036

PubMed Abstract | CrossRef Full Text | Google Scholar

John-Henderson, N. A., and Ginty, A. T. (2020). Historical trauma and social support as predictors of psychological stress responses in American Indian adults during the COVID-19 pandemic. J. Psychosom. Res. 139, 110263. doi: 10.1016/j.jpsychores.2020.110263

PubMed Abstract | CrossRef Full Text | Google Scholar

Johnson, R. A., Albright, D. L., Marzolf, J. R., Bibbo, J. L., Yaglom, H. D., Crowder, S. M., et al. (2018). Effects of therapeutic horseback riding on post-traumatic stress disorder in military veterans. Mil. Med. Res. 5, 3. doi: 10.1186/s40779-018-0149-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Jurczak, A., Szkup, M., Safranow, K., Samochowiec, A., Wieder-Huszla, S., Owsianowska, J., et al. (2019). The influence of genetic factors on personality and coping with stress among healthy late reproductive age women. Clin. Interv. Aging 14, 1353–1360. doi: 10.2147/cia.S211549

PubMed Abstract | CrossRef Full Text | Google Scholar

Kang, H., Seo, J. B., and Hwang, I. Y. (2020). Mindfulness-based stress reduction for stress, anxiety, and psychological well-being: effects in a republic of korea navy fleet crew. J. Psychosoc. Nurs. Ment. Health Serv. 58, 48–55. doi: 10.3928/02793695-20201013-06

PubMed Abstract | CrossRef Full Text | Google Scholar

Karaer, Y., and Akdemir, D. (2019). Parenting styles, perceived social support and emotion regulation in adolescents with internet addiction. Compr. Psychiatry 92, 22–27. doi: 10.1016/j.comppsych.2019.03.003

PubMed Abstract | CrossRef Full Text | Google Scholar

Karstoft, K. I., Nielsen, T., and Nielsen, A. B. S. (2021). Measuring social support among soldiers with the experienced post-deployment social support scale (EPSSS): a rasch-based construct validity study. Behav. Med. 47, 131–139. doi: 10.1080/08964289.2019.1676192

PubMed Abstract | CrossRef Full Text | Google Scholar

Lash, T. L., Ahern, T. P., Collin, L. J., Fox, M. P., and MacLehose, R. F. (2021). Bias analysis gone bad. Am. J. Epidemiol. 190, 1604–1612. doi: 10.1093/aje/kwab072

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, L., Zhu, X., Yang, C., Hu, T., Zhao, X., Li, C., et al. (2021). Social support and coping style of Tongqi in China: a cross-sectional study. Arch. Psychiatr. Nurs. 35, 317–322. doi: 10.1016/j.apnu.2020.12.002

PubMed Abstract | CrossRef Full Text | Google Scholar

Lin, K. H., Chen, Y. J., Yang, S. N., Liu, M. W., Kao, C. C., Nagamine, M., et al. (2020). Association of psychological stress with physical fitness in a military cohort: the CHIEF study. Mil. Med. 185, e1240–e1246. doi: 10.1093/milmed/usz469

PubMed Abstract | CrossRef Full Text | Google Scholar

Lin, K. H., Su, F. Y., Yang, S. N., Liu, M. W., Kao, C. C., Nagamine, M., et al. (2021). Body Mass Index and Association of Psychological Stress with Exercise Performance in Military Members: The Cardiorespiratory Fitness and Hospitalization Events in Armed Forces (CHIEF) Study. Endocr. Metab. Immune Disord. Drug Targets 21, 2213–2219. doi: 10.2174/1871530321666210427090550

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, P., Wang, X., Li, A., and Zhou, L. (2019). Predicting work-family balance: a new perspective on person-environment fit. Front. Psychol. 10, 1804. doi: 10.3389/fpsyg.2019.01804

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, Q., Mo, L., Huang, X., Yu, L., and Liu, Y. (2020). Path analysis of the effects of social support, self-efficacy, and coping style on psychological stress in children with malignant tumor during treatment. Medicine (Baltimore). 99, e22888. doi: 10.1097/md.0000000000022888

PubMed Abstract | CrossRef Full Text | Google Scholar

Lu, W., Xu, C., Hu, X., Liu, J., Zhang, Q., Peng, L., et al. (2021). The relationship between resilience and posttraumatic growth among the primary caregivers of children with developmental disabilities: the mediating role of positive coping style and self-efficacy. Front. Psychol. 12, 765530. doi: 10.3389/fpsyg.2021.765530

PubMed Abstract | CrossRef Full Text | Google Scholar

MacGregor, A. J., Joseph, A. R., Walker, G. J., and Dougherty, A. L. (2020). Co-occurrence of hearing loss and posttraumatic stress disorder among injured military personnel: a retrospective study. BMC Public Health 20, 1076. doi: 10.1186/s12889-020-08999-6

PubMed Abstract | CrossRef Full Text | Google Scholar

McDonald, J. L., Ganulin, M. L., LoPresti, M. L., and Adler, A. B. (2019). Sleep knowledge, goals, and habits in soldiers. Sleep Health 5, 426–428. doi: 10.1016/j.sleh.2019.04.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Milette, K., Thombs, B. D., Dewez, S., Körner, A., and Peláez, S. (2020). Scleroderma patient perspectives on social support from close social relationships. Disabil. Rehabil. 42, 1588–1598. doi: 10.1080/09638288.2018.1531151

PubMed Abstract | CrossRef Full Text | Google Scholar

Miller, M. J., Cook, P. F., Magnusson, D. M., Morris, M. A., Blatchford, P. J., Schenkman, M. L., et al. (2021). Self-efficacy and social support are associated with disability for ambulatory prosthesis users after lower-limb amputation. PMR. 13, 453–460. doi: 10.1002/pmrj.12464

PubMed Abstract | CrossRef Full Text | Google Scholar

Molero Jurado, M. D. M., Pérez-Fuentes, M. D. C., Oropesa Ruiz, N. F., Simón Márquez, M. D. M., and Gázquez Linares, J. J. (2019). Self-efficacy and emotional intelligence as predictors of perceived stress in nursing professionals. Medicina (Kaunas). 55, 6. doi: 10.3390/medicina55060237

PubMed Abstract | CrossRef Full Text | Google Scholar

Niebuhr, D. W., Page, W. F., Cowan, D. N., Urban, N., Gubata, M. E., and Richard, P. (2013). Cost-effectiveness analysis of the U.S. army assessment of recruit motivation and strength (ARMS) program. Mil Med 178, 1102–1110. doi: 10.7205/milmed-d-13-00108

PubMed Abstract | CrossRef Full Text | Google Scholar

Nott, M., Wiseman, L., Seymour, T., Pike, S., Cuming, T., and Wall, G. (2021). Stroke self-management and the role of self-efficacy. Disabil. Rehabil. 43, 1410–1419. doi: 10.1080/09638288.2019.1666431

PubMed Abstract | CrossRef Full Text | Google Scholar

Perry, N. S., Goetz, D. B., and Shea, M. T. (2021). Longitudinal associations of PTSD and social support by support functions among returning veterans. Psychol. Trauma. doi: 10.1037/tra0001190

PubMed Abstract | CrossRef Full Text | Google Scholar

Reger, M. A., Tucker, R. P., Carter, S. P., and Ammerman, B. A. (2018). Military deployments and suicide: a critical examination. Perspect. Psychol. Sci. 13, 688–699. doi: 10.1177/1745691618785366

PubMed Abstract | CrossRef Full Text | Google Scholar

Romero, D. H., Riggs, S. A., Raiche, E., McGuffin, J., and Captari, L. E. (2020). Attachment, coping, and psychological symptoms among military veterans and active duty personnel. Anxiety Stress Coping 33, 326–341. doi: 10.1080/10615806.2020.1723008

PubMed Abstract | CrossRef Full Text | Google Scholar

Ryu, G. W., Yang, Y. S., and Choi, M. (2020). Mediating role of coping style on the relationship between job stress and subjective well-being among Korean police officers. BMC Public Health. 20, 470. doi: 10.1186/s12889-020-08546-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Serafini, G., Pompili, M., Innamorati, M., Gentile, G., Borro, M., Lamis, D. A., et al. (2012). Gene variants with suicidal risk in a sample of subjects with chronic migraine and affective temperamental dysregulation. Eur. Rev. Med. Pharmacol. Sci. 16, 1389–1398.

PubMed Abstract | Google Scholar

Shahrour, G., and Dardas, L. A. (2020). Acute stress disorder, coping self-efficacy and subsequent psychological distress among nurses amid COVID-19. J. Nurs. Manag. 28, 1686–1695. doi: 10.1111/jonm.13124

PubMed Abstract | CrossRef Full Text | Google Scholar

Shen, L., and Xing, L. (2020). Analyses of medical coping styles and related factors among female patients undergoing in vitro fertilization and embryonic transfer. PLoS ONE. 15, e0231033. doi: 10.1371/journal.pone.0231033

PubMed Abstract | CrossRef Full Text | Google Scholar

Shoji, K., Bock, J., Cieslak, R., Zukowska, K., Luszczynska, A., and Benight, C. C. (2014). Cultivating secondary traumatic growth among healthcare workers: the role of social support and self-efficacy. J. Clin. Psychol. 70, 831–846. doi: 10.1002/jclp.22070

PubMed Abstract | CrossRef Full Text | Google Scholar

Sipos, M. L., Lopez, A. A., Nyland, J., Taylor, M. R., McDonald, J., LoPresti, M. L., et al. (2019). U.S. soldiers and foreign language school: stressors and health. Mil. Med. 184, e344–e352. doi: 10.1093/milmed/usy359

PubMed Abstract | CrossRef Full Text | Google Scholar

Stevenson, J., Brodaty, H., Boyce, P., and Byth, K. (2012). Does age moderate the effect of personality disorder on coping style in psychiatric inpatients? J. Psychiatr. Pract. 18, 187–198. doi: 10.1097/01.pra.0000415075.20873.0d

PubMed Abstract | CrossRef Full Text | Google Scholar

Tao, N., An, H., Zhang, J., Zhang, Y., Jin, L., Xu, L., et al. (2020). Analysis of occupational stress and its relationship with secretory immunoglobulin A in the xinjiang plateau young military recruits. Biomed Res. Int. 2020, 8695783. doi: 10.1155/2020/8695783

PubMed Abstract | CrossRef Full Text | Google Scholar

Thompson, G., McBride, R. B., Hosford, C. C., and Halaas, G. (2016). Resilience among medical students: the role of coping style and social support. Teach. Learn. Med. 28, 174–182. doi: 10.1080/10401334.2016.1146611

PubMed Abstract | CrossRef Full Text | Google Scholar

Umbrello, M., Sorrenti, T., Mistraletti, G., Formenti, P., Chiumello, D., and Terzoni, S. (2019). Music therapy reduces stress and anxiety in critically ill patients: a systematic review of randomized clinical trials. Minerva Anestesiol. 85, 886–898. doi: 10.23736/s0375-9393.19.13526-2

PubMed Abstract | CrossRef Full Text | Google Scholar

Voloh, B., Watson, M. R., König, S., and Womelsdorf, T. (2020). MAD saccade: statistically robust saccade threshold estimation via the median absolute deviation. J. Eye Mov. Res. 12(8). doi: 10.16910/jemr.12.8.3

PubMed Abstract | CrossRef Full Text | Google Scholar

Wald, I., Fruchter, E., Ginat, K., Stolin, E., Dagan, D., Bliese, P. D., et al. (2016). Selective prevention of combat-related post-traumatic stress disorder using attention bias modification training: a randomized controlled trial. Psychol. Med. 46, 2627–2636. doi: 10.1017/s0033291716000945

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, D., Zong, Z., Mao, W., Wang, L., Maguire, P., and Hu, Y. (2021). Investigating the relationship between person-environment fit and safety behavior: a social cognition perspective. J. Safety Res. 79, 100–109. doi: 10.1016/j.jsr.2021.08.010

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, K., and Wang, Y. (2018). Person-environment fit and employee creativity: the moderating role of multicultural experience. Front. Psychol. 9, 1980. doi: 10.3389/fpsyg.2018.01980

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, X., Wong, J. Y., Zhai, L., Wu, R., Huang, T., He, R., et al. (2019). To approach or to avoid? Motivation differentially mediates the effect of hardiness on depressive symptoms in chinese military personnel. Biomed Res Int 2019, 7589275. doi: 10.1155/2019/7589275

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, Y., Chung, M. C., Wang, N., Yu, X., and Kenardy, J. (2021). Social support and posttraumatic stress disorder: a meta-analysis of longitudinal studies. Clin. Psychol. Rev. 85, 101998. doi: 10.1016/j.cpr.2021.101998

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, Y., and Wang, P. (2019). Perceived stress and psychological distress among chinese physicians: The mediating role of coping style. Medicine (Baltimore). 98, e15950. doi: 10.1097/md.0000000000015950

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, Y., and Zhang, X. (2021). Influence of parental psychological flexibility on pediatric COVID-19 vaccine hesitancy: mediating role of self-efficacy and coping style. Front. Psychol. 12, 783401. doi: 10.3389/fpsyg.2021.783401

PubMed Abstract | CrossRef Full Text | Google Scholar

Wu, F., and Sheng, Y. (2019). Social support network, social support, self-efficacy, health-promoting behavior and healthy aging among older adults: a pathway analysis. Arch. Gerontol. Geriatr. 85, 103934. doi: 10.1016/j.archger.2019.103934

PubMed Abstract | CrossRef Full Text | Google Scholar

Wu, X., Xu, H., Zhang, X., Han, S., Ge, L., Li, X., et al. (2021). Self-efficacy, hope as mediators between positive coping and resilience among patients with gastric cancer before the first chemotherapy. Cancer Nurs. 44, 79–85. doi: 10.1097/ncc.0000000000000753

PubMed Abstract | CrossRef Full Text | Google Scholar

Xiao, Y., Dong, M., Shi, C., Zeng, W., Shao, Z., Xie, H., et al. (2021). Person-environment fit and medical professionals' job satisfaction, turnover intention, and professional efficacy: a cross-sectional study in Shanghai. PLoS ONE. 16, e0250693. doi: 10.1371/journal.pone.0250693

PubMed Abstract | CrossRef Full Text | Google Scholar

Yu, H., Li, M., Li, Z., Xiang, W., Yuan, Y., Liu, Y., et al. (2020). Coping style, social support and psychological distress in the general Chinese population in the early stages of the COVID-19 epidemic. BMC Psychiatry 20, 426. doi: 10.1186/s12888-020-02826-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Yu, Y., Peng, L., Liu, B., Liu, Y., Li, M., Chen, L., et al. (2016). The effects of anxiety and depression on stress-related growth among Chinese army recruits: resilience and coping as mediators. J. Health Psychol. 21, 1884–1895. doi: 10.1177/1359105314567769

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, J., Wang, X., Xu, T., Li, J., Li, H., Wu, Y., et al. (2021). The effect of resilience and self-efficacy on nurses' compassion fatigue: a cross-sectional study. J. Adv. Nurs. doi: 10.1111/jan.15113

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, J. J., Jia, J. M., Tao, N., Song, Z. X., Ge, H., Jiang, Y., et al. (2017). [Mediator effect analysis of the trait coping style on job stress and fatigue of the military personnel stationed in plateau and high cold region]. Zhonghua Lao Dong Wei Sheng Zhi Ye Bing Za Zhi. 35, 176–180. doi: 10.3760/cma.j.issn.1001-9391.2017.03.004

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, Y., An, H., Xu, L., and Tao, N. (2020). Relationship between depression, the family environment, and the coping styles of military recruits: a cross-section study. Medicine (Baltimore) 99, e22027. doi: 10.1097/md.0000000000022027

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhao, X., Wang, J., and Shi, C. (2020). The influence of mental resilience on the positive coping style of air force soldiers: a moderation- mediation model. Front. Psychol. 11, 550. doi: 10.3389/fpsyg.2020.00550

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhao, Y. (2021). Investigation on anxiety and coping style of college students during COVID-19 epidemic. Psychiatr. Danub. 33, 651–655. doi: 10.24869/psyd.2021.651

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhao, Y., Zhou, Q., Li, J., Luan, J., Wang, B., Zhao, Y., et al. (2021). Influence of psychological stress and coping styles in the professional identity of undergraduate nursing students after the outbreak of COVID-19: a cross-sectional study in China. Nurs Open 8, 3527–3537. doi: 10.1002/nop2.902

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhou, H., Peng, J., Wang, D., Kou, L., Chen, F., Ye, M., et al. (2017). Mediating effect of coping styles on the association between psychological capital and psychological distress among Chinese nurses: a cross-sectional study. J. Psychiatr. Ment. Health Nurs. 24, 114–122. doi: 10.1111/jpm.12350

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: psychological stress, coping style, self-efficacy, social support, Chinese recruits

Citation: Wu C, Hou G, Lin Y, Sa Z, Yan J, Zhang X, Liang Y, Yang K, Zhang Y and Lang H (2022) Exploring links between Chinese military recruits' psychological stress and coping style from the person-environment fit perspective: The chain mediating effect of self-efficacy and social support. Front. Psychol. 13:996865. doi: 10.3389/fpsyg.2022.996865

Received: 18 July 2022; Accepted: 17 October 2022;
Published: 03 November 2022.

Edited by:

Augustine Osman, University of Texas at San Antonio, United States

Reviewed by:

Gianluca Serafini, San Martino Hospital (IRCCS), Italy
Zhen Yang, The First Affiliated Hospital of China Medical University, China

Copyright © 2022 Wu, Hou, Lin, Sa, Yan, Zhang, Liang, Yang, Zhang and Lang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Kejian Yang, dave_yangkejian@163.com; Yuhai Zhang, zhyh@fmmu.edu.cn; Hongjuan Lang, Langhj@fmmu.edu.cn

These authors have contributed equally to this work

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.