Servant leadership, as an innovative paradigm of leadership, has been conventionally measured across a variety of dimensions. Figure 1 shows the process of developing servant leadership measures. The foundational dimension, originating from the proposal of servant leadership in the 1970s, encapsulates ten key attributes: listening, empathy, psychological resilience, self-awareness, persuasive ability, conceptualization, vision, servitude, commitment to others’ growth, and community building (Spears, 2010). The idea that leadership is rooted in service, with the leader embodying servitude before leadership, underscored this measure. Subordinates’ progress, increased autonomy, and propensity to assume a servant leader role served as empirical measures of servant leadership within this dimension (Gandolfi and Stone, 2018). The second measure uses a two-dimensional approach: functional and concomitant attributes. Rooted in the belief that servant leaders are primarily motivated by the service of others, prioritizing others’ needs, desires, and interests above their own, this measure underscores the selfless, service-centric nature of this leadership style (Al-Asadi et al., 2019). The leadership process, as interpreted within this dimension, highlights the leader’s shift of attention from self to followers, striving to meet their physiological, psychological, and emotional needs, with service at the core (Lu et al., 2019). The third measure comprises the four-dimensional theory, relational, task, and process dimensions. Here, servant leadership is construed as benevolent, people-oriented leadership behavior, with leaders, driven by morality and responsibility, prioritizing followers’ interests, respecting their values, and nurturing their abilities (Chiniara and Bentein, 2018). Despite variations in the conceptual definition of servant leadership, the core principles remain consistent, emphasizing service to others and development of followers over leader’s self-interests. Innovatively synthesizing these existing measurement dimensions, the present discourse proposes a five-factor categorization for servant leadership indicators: emotional comfort, persuasion and guidance, altruism, leadership wisdom, and social responsibility. This classification seeks to present a comprehensive yet nuanced understanding of servant leadership, merging traditional indicators with innovative factors to encapsulate the multidimensional complexity of this leadership paradigm.

In the evolving landscape of China’s new agricultural management entities, the implementation of servant leadership, characterized by a five-factor measure, has demonstrated significant impact on employee work performance. This analysis explores how each factor—emotional soothing, persuasive guidance, altruism, leadership wisdom, and social responsibility—uniquely contributes to enhancing work performance within these organizations.

Emotional comfort, the first factor, involves the leader’s capacity to provide empathetic support and understanding, aiding employees in managing their emotions (Obi et al., 2021). This aspect is particularly crucial in the high-pressure agricultural sector, where addressing emotional well-being can significantly boost morale and mental resilience (Zheng et al., 2024). Leaders excelling in emotional comfort create a nurturing work environment, facilitating a more engaged and content workforce (Xiao et al., 2023).

Persuasive guidance, the second factor, focuses on the leader’s skill in inspiring and aligning employees with organizational goals (Yue et al., 2022). In agricultural settings, where collaboration is key, this factor ensures that individual efforts are effectively channeled toward collective objectives (Khan et al., 2023). It involves not only directing but also actively engaging employees in the vision and decision-making process, enhancing their commitment and participation (Rabiul et al., 2023).

Altruism, the third factor, prioritizes employee needs and welfare over personal interests (He et al., 2023). In agricultural management, altruistic leadership manifests as genuine concern for employee development, satisfaction, and well-being (Azila-Gbettor, 2023). Such leaders are perceived as more trustworthy and supportive, leading to increased employee loyalty, reduced turnover, and a more motivated workforce (Xie et al., 2021).

Leadership wisdom, the fourth factor, encompasses the ability to make informed decisions, anticipate future trends, and navigate complexities (Hudson, 2020). In the dynamic agricultural sector, this wisdom is essential for adapting to changing market conditions and technological advancements, guiding teams through challenges and innovations to ensure sustainable growth and stability (Krumrei-Mancuso and Begin, 2022).

Social responsibility, the fifth factor, reflects the leader’s dedication to societal well-being and ethical practices (Mallen Broch et al., 2020; Lythreatis et al., 2021). In agricultural management, this could involve implementing sustainable farming methods, ethical labor practices, and community engagement (Islam et al., 2023). Leaders demonstrating social responsibility not only improve the organization’s public image but also instill a sense of purpose and ethical consciousness among employees (Velasco Vizcaino et al., 2021; Ayoko, 2022).

The integration of these five servant leadership factors directly impacts work performance in agricultural entities. Altruism and social responsibility foster immediate improvements in employee engagement and commitment (Wang et al., 2023; Lima et al., 2023), while emotional comfort, persuasive guidance, and leadership wisdom enhance job satisfaction, organizational commitment, and overall performance through organizational identification (Aryee et al., 2023; Thelen and Yue, 2021). This multifaceted approach of servant leadership thus plays a pivotal role in creating an environment conducive to improved work performance, underscoring its significance in the context of China’s new agricultural management entities.

In the context of China’s new agricultural management entities, organizational iden-tification emerges as a pivotal construct, encapsulating employees’ alignment with their company’s culture, goals, and values (Chen et al., 2016; Zhao et al., 2019). This phenomenon transcends mere agree-ment, fostering a positive emotional bond and sustained willingness to contribute signifi-cantly to the organization (Farooq et al., 2014). As a critical attitudinal marker, organizational identifica-tion serves as a barometer for the cohesiveness and stability of agricultural teams, directly influencing job performance by deepening employees’ sense of belonging, thereby aug-menting job satisfaction, commitment, and consequently, enhancing performance (Farooq et al., 2017; Shen and Benson, 2016; De Roeck and Farooq, 2018). This identification bolsters morale and cultivates a harmonious workplace, integral to or-ganizational efficiency (Smith et al., 2013; Randel et al., 2018).

Servant leadership stands out as a critical factor in cultivating this sense of organiza-tional identification, with research indicating its tangible strengthening of employees’ connection with their organization and teams (Omanwar and Agrawal, 2022; Lv et al., 2022). In the agricultural sector, servant leadership traits strongly correlate with employees’ professional identities. Attributes such as empathy, persuasive influence, and moral conviction inherent in servant leadership profoundly resonate with employees, fostering a sense of belonging and identification with the organization (Lythreatis et al., 2021). This leadership style promotes an egalitarian, collaborative work environment, contrasting with hierarchical, authority-driven models, enhancing employees’ emotional experiences and solidifying their organizational commitment and identification (Yesiltas et al., 2022).

The role of servant leadership in indirectly influencing job performance, mediated by organizational identification, is significant (Cho et al., 2021). Servant leadership behaviors, fostering trust and value alignment, reinforce organizational identification, which in turn positively impacts job performance (Farid et al., 2023; AlMazrouei, 2023). Thus, the interplay between servant leadership and or-ganizational identification forms a vital pathway in optimizing employee performance within these agricultural entities.

Our research investigated the complex dynamic relationship between servant leadership, organizational identification, and employee work performance, with the aim of establishing a comprehensive process model. As depicted in Figure 2, our proposed model comprises four interrelated components: (1) examining the direct effects of altruism and social responsibility on work engagement, (2) assessing the influence of emotional comfort, persuasive guidance, and leadership wisdom on organizational identification, (3) analyzing the repercussions of organizational identification on work engagement, and (4) exploring the mediating role of organizational identification in the nexus between servant leadership and work engage-ment. This holistic approach elucidates the multifaceted interactions among these varia-bles, thereby illuminating strategies to fortify team cohesion and elevate overall perfor-mance in China’s new agricultural management sector.

The study employed a mixed-methods approach, combining 208 validated online questionnaires (collected from 242 initial responses) and 119 offline interviews (selected from 135 approached participants) across 12 counties and cities in Guangdong Province, China. Online respondents were recruited via stratified random sampling using agricultural cooperative membership databases to ensure proportional representation of diverse farm types, while offline participants were purposefully selected from high-productivity agricultural clusters through purposive sampling to target experienced stakeholders. Data validation criteria included a minimum completion time of 5 min and logical consistency checks. A standardized five-point Likert scale (1 = strongly disagree to 5 = strongly agree) was utilized to quantify perspectives in Table 1. This methodology balanced representativeness and context-specific insights while adhering to replicability standards.

This study seeks to encapsulate the concept of servant leadership through the prism of five discernible factors, namely emotional comfort, persuasive guidance, altruism, leadership wisdom, and social responsibility. These factors are derived through a judicious integration of multiple validated scales, each providing a unique lens to appreciate and measure servant leadership. Servant Organizational Leadership Assessment (SOLA) represents a pioneering instrument for assessing servant leadership. Developed utilizing the Delphi method, it is composed of six dimensions, including valuing subordinates, promoting growth, community building, authenticity in treating people, providing leadership, and sharing leadership. Owing to its early inception, reliability, and validity, this scale has been extensively applied, contributing significantly to the theoretical evolution of servant leadership. Multi-dimensional Measure of Servant Leadership (MMSL) provides a comprehensive assessment of servant leadership with an initial version comprising nine dimensions and 95 items. The dimensions encompass emotional healing, creating community value, conceptual skills, empowerment, promoting subordinates’ growth, prioritizing subordinates, ethical behavior, building relationships, and service awareness. A refined version of the scale retains seven dimensions, culled down to 28 items (Winston and Fields, 2015). From this, the most strongly loading items were chosen to develop a shortened seven-item version, the MMSL-Short Version. Servant Leadership Questionnaire (SLQ) was constructed on 11 key traits of servant leadership: calling, listening, empathy, healing, awareness, persuasion, conceptualization, vision, servanthood, growth, and community building (Barbuto and Gifford, 2010). The initial SLQ offered a comprehensive understanding of these characteristics, providing a multi-faceted exploration of servant leadership. Servant Leadership Assessment Instrument (SLAI) presents a novel scale for servant leadership, adding to the array of instruments aimed at dissecting this leadership style (Dennis and Bocarnea, 2005). Servant Leadership Scale (SLS) encapsulates servant leadership through 14 items in seven dimensions: superior-subordinate rapport, empowerment, promoting subordinate development and success, adherence to ethics, conceptualization, prioritizing subordinates’ interests, and fostering community (Liden et al., 2008). Servant Leadership Instrument (SLI) with 99 items across 12 dimensions, offers an extensive view of servant leadership. The dimensions include integrity, humility, service awareness, empowerment, caring, development, vision, purpose, leadership, role modeling, team building, and decision sharing (Dennis and Winston, 2003).

The integration of these diverse scales forms the backbone of our approach, allowing us to coalesce the five aforementioned factors of servant leadership. We endeavor to present a cohesive, yet multi-faceted understanding of servant leadership, ripe for exploration and application in modern organizational settings (See Table 2). For the proposed factors of servant leadership, we conducted a reliability test and obtained satisfactory results, as detailed below. The measure for emotional soothing produced a Kaiser-Meyer-Olkin (KMO) measure of sampling adequacy value of 0.721, indicating that the items for this construct have adequate common variance for a factor analysis. Furthermore, a Cronbach’s alpha of 0.730 suggests strong internal consistency for this construct. An Average Variance Extracted (AVE) value of 0.650 reflects a significant amount of variance captured by the construct in relation to the amount due to measurement error, demonstrating good convergent validity. The persuasive guidance construct returned a KMO value of 0.752, again indicative of acceptable common variance for factor analysis. The Cronbach’s alpha of 0.765 denotes robust internal consistency, while an AVE of 0.681 signifies strong convergent validity. The altruism construct, with a KMO value of 0.599, falls in the acceptable range for common variance, despite being at the lower end of the scale. Cronbach’s alpha, at 0.603, indicates acceptable reliability, while the AVE value of 0.556 suggests adequate convergent validity. The leadership wisdom construct returned a KMO value of 0.643, signifying an adequate level of common variance. The Cronbach’s alpha value of 0.647 demonstrates acceptable internal consistency, and the AVE value of 0.580 shows sufficient convergent validity. Despite the slightly lower KMO value of 0.558, the social responsibility construct maintains acceptable common variance. A Cronbach’s alpha of 0.559, although at the lower end of the spectrum, still represents acceptable internal consistency. An AVE value of 0.531 indicates the adequate amount of variance explained by this construct relative to measurement error.

In sum, the aforementioned constructs—emotional soothing, persuasive guidance, altruism, leadership wisdom, and social responsibility—exhibit strong reliability metrics. The measures adhere to accepted standards of internal consistency (Cronbach’s alpha >0.50), sampling adequacy (KMO > 0.50), and convergent validity (AVE > 0.50). As such, these constructs present reliable instruments for the evaluation of servant leadership factors in our proposed model.

The study envisions using structural equation modeling to unveil the impact of servant leadership on the job performance of employees in China’s new agricultural management entities (See Figure 3).

Starting with Research Hypothesis 1, we posit two distinct paths from Altruism and Social Responsibility, components of Servant Leadership, to Job Performance. These direct paths encapsulate the immediate effects of servant leadership traits on job performance, suggesting that a leader’s altruism and sense of social responsibility can directly enhance employee performance.

Research Hypothesis 2 introduces a more complex, indirect route.

Here, aspects of Servant Leadership, including Emotional Comfort, Persuasive Guidance, and Leadership Wisdom, are suggested to influence Job Performance indirectly via enhanced Organizational Identification. This creates a layered pathway leading from these servant leadership components to Organizational Identification and subsequently to Job Performance. These paths highlight the potential of these facets of servant leadership to foster a sense of belonging within the organization, thereby leading to improved job performance.

Research Hypothesis 3 adds further complexity by proposing Organizational Identification as a mediator in the relationship between Servant Leadership and Job Performance. This suggests an additional path leading from Servant Leadership to Organizational Identification, capturing the overall effect of servant leadership on organizational belonging. Furthermore, a path from Organizational Identification to Job Performance captures the influence of this enhanced sense of belonging on job performance. This hypothesis proposes that servant leadership affects job performance not only directly but also indirectly by fostering a strong sense of organizational identity.

This layered structural equation model aims to map the multifaceted ways in which components of servant leadership influence job performance, both directly and indirectly. It suggests a dynamic interplay between leadership traits, organizational identity, and job performance, contributing to a nuanced understanding of the intricate dynamics within teams of employees in China’s new agricultural management entities.

The structural equation modeling in our study elucidates three pivotal pathways by which Servant Leadership influences Work Performance in emerging agricultural management organizations in China (See Figure 4). The initial pathway underscores the direct impact of Servant Leadership components, namely Social Responsibility (β = 0.198) and Altruism (β = 0.124), on enhancing Work Performance, underscoring the translation of these leadership qualities into discernible performance improvements among employees. The intermediary pathway delineates the nuanced mechanism wherein Servant Leadership exerts an indirect influence on Work Performance via Organizational Identity, facilitated by Emotional Comfort (β = 0.370), Persuasive Guidance (β = 0.304), and Leadership Wisdom (β = 0.270), which collectively bolster Organizational Identification, thereby augmenting Work Performance (β = 0.613). This pathway accentuates the critical role of synchronizing individual ambitions with organizational goals, nurturing a culture of loyalty and belonging. The final pathway posits Organizational Identity as a direct catalyst for Work Performance, advocating that the alignment of individual and organizational values is a fundamental driver of both work efficiency and satisfaction. In essence, our findings provide a sophisticated understanding of how Servant Leadership, Organizational Identity, and Work Performance interact within China’s nascent agricultural management sectors, highlighting the multifaceted influences that foster superior employee performance and overall organizational efficacy.

Table 3’s path coefficient analysis for employees within China’s burgeoning agricultural management sectors reveals critical insights into servant leadership’s impact on organizational dynamics. A path coefficient of 0.370 for Emotional Comfort (p < 0.01) underscores its pivotal role in fostering organizational identification, indicating that leaders’ proficiency in emotional stewardship significantly enhances organizational loyalty. Persuasive Guidance, with a coefficient of 0.304, showcases its substantial influence on strengthening internal bonds, affirming that effective leadership persuasion is instrumental in nurturing employee commitment. Leadership Wisdom (coefficient: 0.270, p < 0.01) highlights the profound effect of sagacious leadership in promoting a sense of organizational belonging. Altruism’s coefficient of 0.198 points to its transformative role in boosting work performance, suggesting that prioritizing employees’ well-being directly correlates with performance enhancements. Social Responsibility, despite a relatively modest coefficient of 0.124, is identified as playing a vital role in influencing job performance, advocating for the importance of adhering to societal and ethical standards in shaping performance outcomes. The analysis further identifies a significant path coefficient of 0.370 from Organizational Identification to Work Performance (p < 0.01), accentuating organizational congruence’s paramount importance in job performance enhancement.

These findings offer a refined perspective on the interrelation of servant leadership, organizational identification, and job performance within China’s new agricultural enterprises. The empirical evidence, underscored by path coefficients and statistical significances, corroborates the multifaceted influence of servant leadership on the organizational milieu. It highlights the criticality of emotional comfort, persuasive guidance, and leadership wisdom in cultivating organizational identification and, consequently, improving job performance. Moreover, the impact of altruism and social responsibility on workplace dynamics is significantly acknowledged, providing a comprehensive understanding of the complex interplay between these factors in the context of China’s evolving agricultural management sector.

The structural equation modeling analysis of China’s nascent agricultural management firms, as detailed in Table 4, elucidates the intricate interplay among constructs through three pivotal mechanisms: direct, indirect, and mediating utility of servant leadership on employee work performance.

Direct utility analysis reveals a salient connection between servant leadership and work performance. Altruism and social responsibility, fundamental components of servant leadership, significantly impact work performance (path coefficients: 0.198 and 0.124 respectively, p < 0.01). Organizational Identification emerges as a critical direct enhancer of Work Performance (path coefficient: 0.370, p < 0.01). Emotional Comfort, Persuasive Guidance, and Leadership Wisdom directly affect Organizational Identification (path coefficients: 0.370, 0.304, and 0.270 respectively, p < 0.01).

Indirect utility examination shows that Servant Leadership influences employee performance through nuanced channels. Emotional Comfort, Persuasive Guidance, and Leadership Wisdom indirectly affect Work Performance via Organizational Identification.

The mediating utility analysis spotlights Organizational Identification as a pivotal intermediary. It not only directly impacts Work Performance but also serves as a conduit between Servant Leadership and Work Performance, underscoring its mediating role. This relationship is further validated by Organizational Identification’s substantial direct impact on Work Performance.

Reliability and validity tests were conducted to verify the robustness of the organizational identification and work performance constructs. The organizational identification construct, assessed using six items (Table 5), reflects personal connection with the team, pride in team success, and collective identity. The reliability test yielded satisfactory results, with a KMO measure of 0.778 indicating strong common variance among items and suitability for factor analysis. A Cronbach’s alpha of 0.796 demonstrated robust internal consistency, while an AVE value of 0.501, though marginally above the threshold, indicated adequate convergent validity.

The employee job performance construct in China’s new agricultural management entities was evaluated using five items (Table 6), encompassing diverse aspects of performance in this specific work environment. Reliability and validity tests yielded satisfactory outcomes, with a KMO measure of 0.815 signifying substantial common variance among items. The construct demonstrated noteworthy internal consistency (Cronbach’s alpha = 0.861) and strong convergent validity (AVE = 0.579).

Both constructs adhered to accepted thresholds for internal consistency (Cronbach’s alpha >0.50), sampling adequacy (KMO > 0.50), and convergent validity (AVE > 0.50). The organizational identification construct presents a reliable instrument for measurement within the proposed model, while the employee job performance construct can be considered a valid measure within the research framework for China’s new agricultural management entities. In conclusion, these rigorous reliability and validity tests underscore the robustness of the organizational identification and employee job performance constructs, enhancing the credibility of the findings within the context of this study on China’s emerging agricultural management sector.

The correlation analysis presented here serves to demonstrate the reliability and robustness of the study’s conclusions (See Table 7). By showcasing the significant positive relationships among all variables, this analysis provides a strong foundation for the reliability of the findings. The consistently strong and statistically significant correlations (all at p < 0.001) between the various aspects of servant leadership, organizational identification, and work performance indicate a high degree of internal consistency within the data. This consistency lends credence to the reliability of the conclusions drawn from this study. Notably, the strong correlations between Emotional Soothing (ES) and Organizational Identification (OI) (r = 0.801), as well as between Persuasive Guidance (PG) and Work Performance (WP) (r = 0.816), align with and support the study’s main findings regarding the impact of servant leadership on these outcomes. The particularly strong correlation between Organizational Identification and Work Performance (r = 0.821) further reinforces the reliability of conclusions regarding the relationship between these two key variables.

In conclusion, the correlation analysis results, coupled with the rigorous reliability and validity tests, provide a comprehensive quantitative foundation that substantiates the reliability of the study’s conclusions. These empirical findings offer robust support for the interrelationships proposed in the research model, underscoring the robustness of the organizational identification and employee job performance constructs. Collectively, these analyses strengthen the overall credibility of the findings regarding servant leadership’s influence on organizational identification and work performance within the context of China’s emerging agricultural management sector. The convergence of strong correlations, satisfactory reliability metrics, and valid construct measures enhances confidence in the study’s outcomes and their applicability to the evolving landscape of agricultural management entities in China.

This study confirms the following hypotheses, providing substantive insights into servant leadership in China’s new agricultural management entities (Table 8). Research Hypothesis 1 is validated, establishing that servant leadership directly affects employee job performance, with its inherent qualities elevating performance levels. Hypothesis 1a is supported, demonstrating altruism’s direct, positive effect on job performance, while Hypothesis 1b is confirmed, validating the impact of leaders’ commitment to social responsibility on performance outcomes. Research Hypothesis 2 and its sub-hypotheses are corroborated, confirming the indirect influences of servant leadership on job performance through organizational identification. Hypothesis 2a is supported, verifying that emotional comfort indirectly influences performance via organizational identification. Hypothesis 2b is validated, confirming persuasive guidance’s role in this process, while Hypothesis 2c is upheld, demonstrating leadership wisdom’s indirect impact, mediated through organizational identification. Research Hypothesis 3 is substantiated, culminating the theoretical exploration by confirming organizational identification as a critical mediator between servant leadership and job performance. The study validates that servant leadership’s components enhance performance primarily by fostering a strong sense of organizational identification and belongingness.

These findings collectively affirm the multifaceted nature of servant leadership’s impact, highlighting the interplay between leadership behaviors, organizational identification, and performance outcomes in China’s new agricultural management entities. The confirmation of these hypotheses provides empirical support for a nuanced understanding of how servant leadership principles can be leveraged to enhance organizational effectiveness and employee performance in this evolving sector.