The path of depression in rural children: A fuzzy-set qualitative comparative analysis across multiple provinces in China

OBJECTIVES

This study explores the combinations of conditional variables contributing to depressive symptoms in rural children.

METHODS

We analyzed data from 715 children from a rural mental health database, conducting detailed follow-up investigations on 129 children in Zhejiang and Henan provinces. We used fuzzy set Qualitative Comparative Analysis (fsQCA) and regression analysis to identify causal pathways leading to depression.

RESULTS

The results indicate that depression in rural children does not stem from a single, necessary condition but arises from multiple factors. Our findings highlight significant contributions from both maternal and paternal involvement. Specifically, maternal involvement, combined synergistically with peer support and problematic behaviors, as well as paternal involvement, together with peer support and anxiety, significantly affects depressive outcomes. Additionally, anxiety and strong peer relationships independently have a substantial impact on these outcomes. Effective mitigation strategies involve active parental engagement and robust peer support, reducing the influence of risk factors such as problematic behaviors and anxiety.

LIMITATIONS

The generalizability of the results is limited by cultural and geographical variations. The study also does not account for all potential factors influencing depression in rural children.

CONCLUSION

Depression in rural children results from multiple interacting factors. Tailored interventions addressing these specific combinations are recommended.

Humor and morality in organizations

Successful leaders often use humor to motivate, inspire, and lead. Yet, recent research suggests that the use of humor is risky for leaders. Our review suggests that humor must be morally offensive to some people for it to be perceived as funny. This inherent tension between humor and morality implies that the use of humor can sometimes act as a signal of acceptable moral standards in organizations, where a leader's use of humor carries significant risks because of the norm-violating message it sends to subordinates, or it can even be dangerous in extreme cases. We conclude the paper by offering future research directions on the study of workplace humor.

Health behaviour profiles in young Australian adults in relation to physical and mental health: The Raine Study

ISSUES ADDRESSED

We aimed to identify latent health behaviour profiles of young adults and examine their associations with physical and mental health outcomes. We also characterised the profiles by socio-demographic characteristics.

METHODS

Data were collected between 2012 and 2014. Participants (N = 476) were young adults (M age [SD] = 22.1 [.57] years) from Generation 2 of the Raine Study longitudinal cohort. Health behaviours were measured via ActiGraph GT3X waist monitors (physical activity, sedentary behaviour) and questionnaires (diet quality, alcohol, smoking and sleep). Physical and mental health were measured using clinical health assessments, blood biomarkers, and questionnaires. Latent Profile Analysis using Mplus (8.2) was employed to identify profiles.

RESULTS

Four latent profiles were identified: 'heavy drinkers with moderately unhealthy eating habits' (high takeaway foods; n = 135), 'unhealthy food abstainers' (low takeaway foods; n = 138), 'moderately sedentary alcohol abstainers' (n = 139) and 'physically active drinkers with unhealthy eating habits' (high takeaway foods and sugary drinks; n = 64). 'Physically active drinkers with unhealthy eating habits' had the poorest (physical and mental) health outcomes, yet the lowest insulin resistance. 'Unhealthy food abstainers' had the most favourable health outcomes (adiposity, health perceptions, blood pressure). Sex differed among the profiles.

CONCLUSIONS

The profiles identified among young adults are different to profiles with general adult populations. A novel finding was that 'physically active drinkers with unhealthy eating habits' had low insulin resistance. The findings also suggest that future interventions may need to be sex specific.

SO WHAT

Our findings suggest that health behaviour interventions for young adults should be targeted to distinct profile characteristics.

Nurses' Work-Family Strategies during COVID-19 Lockdown and Their Association with Individual Health and Family Relations

The COVID-19 lockdown forced people to stay at home and address their family duties more equally. However, since nurses themselves were involved in the closed-loop management in hospitals and unable to return home, there was also an increased likelihood of non-traditional work-family strategies emerging. To ascertain the extant and implications of this phenomenon, this cross-sectional study explores work-family management strategies among nurses during the COVID-19 lockdown and their association with nurses' individual health, family relationships, and job performance. Survey data were collected from 287 nurses who were involved in the closed-loop management in Shanghai hospitals from March to June 2022. Latent Class Analysis of seven categorical variables of nurses' work-family status (e.g., the division of childcare labor) produced a best-fit solution of five strategies (BLRT (p) < 0.001, LMR (p) = 0.79, AIC = 5611.34, BIC = 6302.39, SSA-BIC = 5703.65, Entropy = 0.938): (1) fully outsourcing to grandparents, (2) partially outsourcing to grandparents, with the husband filling in the gap, (3) the husband does it all, (4) egalitarian remote workers, and (5) a neo-traditional strategy. Nurses who applied the egalitarian strategy had less psychological distress and relationship tension and better performance than those who applied the neo-traditional strategy and performed most of the childcare. The "husband does it all" strategy and the outsourcing strategies seem to have double-edged effects, with better job performance and family relations but also more distress and fewer sleeping hours among nurses. Overall, with a view to future risk mitigation, policymakers and practitioners should be aware of the diversity of the work-family strategies among nurse families during the lockdown period, and their association with individual and family outcomes, and provide tailored support.

The Profiles and Antecedents of Supervisor-Directed Emotional Labor Strategies: The Role of Self-Identity and LMX Orientations in Emotional Labor Strategy

This study has two purposes. The first is to determine whether subordinates employ alternative combinations of emotion regulation strategies toward their supervisors beyond merely using surface and deep labor from the person-centered perspective. The second purpose is to understand why such acts of emotion regulation occur in interactions between employers and employees in the typical workplace. Utilizing latent profile analysis on data from 232 office employees in Beijing, China, collected using a two-stage sampling technique, four distinct supervisor-directed emotional labor profiles (i.e., deep actors, non-actors, moderators, and regulators) are identified. We find that these profiles are differentiated by several factors (i.e., individual identity, relational identity, and LMX orientations). Moreover, our findings suggest that employees exhibiting high levels of relational identity are more predisposed to act as deep actors, whereas individuals with high levels of individual identity are prone to being regulators as opposed to becoming deep actors, non-actors, or moderators. In addition, our results also suggest that LMX orientations have moderating effects on the relationships between self-identities and supervisor-directed emotional labor strategies. Overall, the results of this study expand the potential dimensionality of supervisor-directed emotion regulation strategies (e.g., regulating and non-acting) and bridge a gap in our understanding of the factors impacting supervisor-directed emotional labor.

Exploring the Complex Relationships Between Factors That Affect Employee Cyberloafing Using a Novel Approach: Findings from Fuzzy-Set Qualitative Comparative Analysis

Cyberloafing is a workplace problem that has emerged over the past two decades and continues to be problematic as workers' schedules become more flexible and deterrents associated with being physically present in an office are unavailable. Understanding the complex conditions under which employees are more likely to engage in cyberloafing activity continues to be valuable for businesses. This study identifies and models seven conditions that influence cyberloafing and investigates how interconnected social and deterrence factors affect employees' cyberloafing behavior. With a cross-sectional random sample of 324 employees from 14 provinces in China, the necessary condition analysis is used to identify the necessary conditions for high cyberloafing, and the fuzzy-set qualitative comparative approach is conducted to explore the configurational impacts of multiple antecedent conditions on high cyberloafing. The results show that no single condition is necessary for a high level of employee cyberloafing and that three distinct configurations of multiple conditions equivalently contribute to high cyberloafing among employees. Among all configurations, high visibility of cyberloafing, a lack of certainty of formal sanctions, and a lack of reward for not cyberloafing play important roles in explaining employees' cyberloafing. This study is the first to use fuzzy-set qualitative comparative analysis to explore how different combinations of social and reinforcement antecedents contribute to cyberloafing, which goes beyond existing research that explores antecedents independently and offers new insights into cyberloafing's interconnected antecedents and their complex causality.

Influence analysis of green finance development impact on carbon emissions: an exploratory study based on fsQCA

Increasing environmental degradation has forced policymakers to include sustainability in the economic growth agenda. Green finance has attracted the attention of policymakers and the industry, but the impact of green finance on social and environmental sustainability has not been confirmed. This study uses the panel data of 34 Chinese provinces to investigate the relationship between green finance and environmental degradation. The fuzzy set qualitative comparative analysis (fsQCA) method is utilized to analyze the mixed effect of green finance on CO2 emissions. These factors include green innovation, green insurance, green investment, and industrial structure. The results show that exogenous demand factors, including green insurance and industrial structure, have auxiliary effects when endogenous demand factors, including green investment and green innovation, exist as the core antecedent conditions among green finance and environmental degradation. Finally, the policymakers should encourage financial technology to actively participate in environmental protection initiatives that promote green consumption while minimizing the systemic risks caused by financial technology.

Combining Structural and Sequential Ambidexterity: A Configurational Approach Using fsQCA

Structural and sequential ambidexterity are proved to be two prevalent approaches in managing tension between exploration and exploitation. Dominant studies have treated the two approaches as mutually exclusive but have provided less insight about their combination, and the organizational configurations that advance such combination, which is a major meaningful gap explored in the current study. This study aims to explore the configurations of organization design choices to combine structural and sequential approaches from a holistic perspective. We apply fuzzy-set qualitative comparative analysis (fsQCA) to analyze the empirical data collected from 102 firms in China. The results show that firms attain high ambidexterity with both separated and blended configurations. Blended ones demonstrate that the structural and sequential approaches can be combined in a way that one approach dominates and the other subordinates. Organizational design mechanisms regarding the configurations for combining structural and sequential approaches are concluded as multielements (complements and substitutes) and multilevels (fit and interaction). These findings are also interpreted through the Chinese ‘Yin-Yang’ framework, which introduces ‘Yin-Yang balancing’ into the ambidexterity literature.

Total reward satisfaction profiles and work performance: A person-centered approach

It has recently become an incentive management challenge for organizations to implement a total reward system. Existing variable-centered studies have neglected to explore the incentive effect of a total reward system from the perspective of individual differences. Our study aimed to initially investigate the profiles of total reward satisfaction (TRS) and the impact of these profiles on work performance. Using a person-centered approach, two studies were conducted using retail industry employees in China as samples. Study 1 identified the TRS profiles of 429 samples using latent profile analysis. Study 2 replicated Study 1's configuration of profiles and examined the relationship of these profiles with demographic variables and work performance using 885 samples. Our results were as follows: (1) there were four quantitatively and qualitatively distinct profiles (subpopulations) of TRS, namely, dissatisfied (DS), development and career opportunities satisfied-dominant (DOS-dominant), work-life balance satisfied-dominant (WLS-dominant), and compensation satisfied-dominant (CS-dominant); (2) demographic variables involving gender, age, education, and position level affected the likelihood of membership in each TRS profile; and (3) the four profiles predicted different levels of work performance, or more specifically, different levels of task and contextual performance. The task and contextual performance of the four subpopulations listed from best to worst were WLS-dominant, DOS-dominant, CS-dominant, and DS. For practical management, organizations should customize a classified total reward system according to employee subpopulations to improve work performance.

How proactive personality and ICT-enabled technostress creators configure as drivers of job crafting

The purpose of this research is to examine configurations of proactive personality and ICT-enabled technostress creators as drivers of job crafting for Gen Z, Gen Y, and Gen X+ workers. Adhering to configurational theorizing, the study was conducted using fuzzy set qualitative comparative analysis (fsQCA). Survey responses collected from 335 full-time workers revealed that the presence of a proactive personality was a necessary condition for job crafting to occur within the context of ICT demands for these generations. Four configurations for Gen Z, five configurations for Gen Y, and four configurations for Gen X+ workers revealed sufficient conditions for job crafting. The present research contemporizes Job Demands-Resources (JD-R) theory by incorporating ICT as a modern-day job demand. In using fsQCA as a novel qualitative methodological tool, this research offers new meaning to the prior regression-based findings regarding proactive personality trait's relationship with job crafting.

Is Feminist Identity Beneficial for Women’s Career Aspirations? Examining Feminist Identity Profiles

Using latent profile analysis, we examined whether different feminist identity profiles are differentially related to career-related cognitions among women. We identified profiles of feminist identity based on feminist attitudes, feminist self-identification, and participation in feminist activism. In addition, we examined whether the profiles are differentially related to women’s career aspirations, anticipated family-interference-with-work, and willingness to compromise career for family. In Study 1, three profiles of feminist identity (Non-labeler, Passive feminist, and Active feminist) emerged from responses of 282 female undergraduate and graduate students ( Mage = 20.47). In Study 2, three profiles of feminist identity (Non-feminist, Non-labeler, and Active feminist) emerged from responses of 490 adults recruited from Mechanical Turk ( Mage = 38.62). Results showed that the profiles characterized by stronger feminist self-identification were more positively related to women’s career-related cognitions than the profiles characterized by weaker feminist self-identification. Moreover, the profiles characterized by stronger participation in feminist activism were more positively associated with career-related cognitions. These findings suggest a potential benefit of feminist identity and participation in feminist activism for women’s career aspirations.

Feeling Positive, Negative, or Both? Examining the Self-Regulatory Benefits of Emotional Ambivalence

According to self-regulation theories, affect plays a crucial role in driving goal-directed behaviors throughout employees’ work lives. Yet past work presents inconsistent results regarding the effects of positive and negative affect with theory heavily relying on understanding the separate, unique effects of each affective experience. In the current research, we integrate tenets of emotional ambivalence with self-regulation theories to examine how the conjoint experience of positive and negative affect yields benefits for behavioral regulation. We test these ideas within a self-regulatory context that has frequently studied the benefits of affect and has implications for all employees at one point in their careers: the job search. Adopting a person-centered (i.e., profile-based) perspective across two within-person investigations, we explore how emotional ambivalence relates to job search success (i.e., interview invitations, job offers) via job search self-regulatory processes (i.e., metacognitive strategies, effort). Results illustrate that the subsequent week (i.e., at time t + 1; Study 1) and month (Study 2) after job seekers experience emotional ambivalence (i.e., positive and negative affect experienced jointly at similar levels at time t), they receive more job offers via increased job search effort and interview invitations. Theoretical and practical implications for studying emotional ambivalence in organizational scholarship are discussed.

Towards a neo-configurational theory of intrinsic motivation

This research seeks to improve our understanding of how intrinsic motivation is instantiated. Three motivation theories, flow theory, self-determination theory, and empowerment theory, have informed our understanding of the foundations of intrinsic motivation at work. Taken jointly, they suggest six causal factors for intrinsic motivation: (1) perceived competence, (2) perceived challenge, (3) perceived autonomy, (4) perceived impact, (5) perceived social relatedness, and (6) perceived meaningfulness. Integrating different theoretical perspectives, I employ a case-based configurational approach and conduct coincidence analyses on survey data from a German public utility to analyse the nuanced interplay of these six causal factors for intrinsic motivation. My data show that high perceived meaningfulness or high perceived autonomy is sufficient for high perceived intrinsic motivation and at least one of the two conditions must be present. Further, my findings reveal a common cause structure in which perceived impact is not a causal factor for intrinsic motivation but an additional outcome factor. Subsequent analyses shed light on possible roles of the remaining proposed causal factors by drawing a tentative causal chain structure. The results of this study enhance our understanding of the causal complexity underlying the formation of intrinsic motivation.

A Multi-Study Exploration of Factors That Optimize Hardiness in Sport Coaches and the Role of Reflective Practice in Facilitating Hardy Attitudes

Hardiness has been identified as a key personal characteristic that may moderate the ill-effects of stress on health and performance. However, little is known about how hardiness might be developed, particularly in sport coaches. To systematically address this gap, we present two linked studies. First, interviews were conducted with pre-determined high-hardy, elite coaches (n = 13) to explore how they had developed their hardy dispositions through the associated attitudinal sub-components of control, commitment, and challenge. Utilizing thematic analysis, we identified that hardiness was developed through experiential learning, external support, and the use of specific coping mechanisms. Key to all of these themes was the concept of reflective practice, which was thought to facilitate more meaningful learning from the participants' experiences and, subsequently, enhance the self-awareness and insight required to augment hardiness and its sub-components. To investigate further the potential relationship between coaches' reflective practices and their level of hardiness, we conducted a follow-up study. Specifically, a sample of 402 sports coaches completed the Dispositional Resilience Scale-15, the Self-Reflection and Insight Scale, and the Questionnaire for Reflective Thinking. Using latent profile analysis (LPA), we clustered participants into groups based on their reflective profiles (e.g., type of engagement, level of reflective thinking). We then examined differences in hardiness between the five latent sub-groups using multinomial regression. Findings revealed that the sub-group of highly engaged, intentionally critical reflective thinkers reported significantly higher levels of all three hardiness sub-components than all other sub-groups; these effect sizes were typically moderate-to-large in magnitude (standardized mean differences = -1.50 to -0.10). Conversely, the profile of highly disengaged, non-reflective, habitual actors reported the lowest level of all three dimensions. Collectively, our findings offer novel insights into the potential factors that may influence a coaches' level of hardiness. We provide particular support for the importance of reflective practice as a meta-cognitive strategy that helps coaches to develop hardy dispositions through augmenting its attitudinal sub-components. Consequently, our research makes a significant contribution by providing a comprehensive insight into how we might better train and support coaches to demonstrate the adaptive qualities required to thrive in demanding situations.

Person-Centered Methodologies in the Organizational Sciences

The 2011 Organizational Research Methods Feature Topic on latent class procedures has helped to establish person-centered analyses as a method of choice in the organizational sciences. This establishment has contributed to the generation of substantive-methodological synergies leading to a better understanding of a variety of organizational phenomena and to an improvement in research methodologies. The present Feature Topic aims to provide a user-friendly introduction to these new methodological developments for applied organizational researchers. Organized around a presentation of the typological, prototypical, and methodologically exploratory nature of person-centered analyses, this introductory article introduces seven contributions aiming to: (a) clarify the meaning, advantages, and applications of person-centered analyses; (b) illustrate emerging prototypical and longitudinal cluster analytic approaches; (c) introduce researchers to multilevel person-centered analyses as well as to auxiliary approaches that will drastically increase the scope of application of these methods; and (d) describe the application of these methods for confirmatory purposes.