Designing a Qualitative Model of School Principals’ Performance with a Meritocracy Approach

Introduction

Organizations are fundamentally dependent on human resources because people give them identity and carry out their activities. Within this framework, management is one of the most decisive factors in achieving organizational goals. In educational organizations, the role of management is especially important because school leaders influence not only administrative processes but also teaching quality, staff motivation, school climate, and student outcomes. A large body of research has shown that school leadership is among the most important school-level influences on student learning and school improvement, second only to classroom instruction in many contexts [1-4]. Successful school leaders shape school direction, build productive cultures, support teachers, and respond to contextual demands in ways that improve school performance over time [1-3,5]. For this reason, the issue of competent and capable school management has become increasingly significant. A school principal is no longer expected to serve merely as an operational administrator. Rather, the principal is expected to function as an instructional leader, a planner, a talent developer, a facilitator of organizational learning, and an agent of change. In rapidly changing educational environments, school leaders must address diverse student needs, evolving expectations of families and communities, technological developments, and the growing complexity of organizational decision-making. Studies on school improvement indicate that collaborative, distributed, and context-responsive leadership strengthens schools’ academic capacity, improves school climate, increases organizational commitment, and can indirectly improve student achievement [3,4,6-9]. At the same time, modern organizations increasingly regard meritocracy as a key principle in the selection, appointment, development, and evaluation of managers. A meritocratic approach assumes that leadership positions should be assigned based on relevant knowledge, capabilities, and demonstrated competence rather than informal influence, routine seniority, or nonprofessional criteria. In the educational field, this issue is particularly important because leadership quality has direct consequences for educational justice, organizational trust, equality of opportunity, and school effectiveness [10]. Thus, examining school management through a meritocratic lens is not only a managerial concern but also a normative and institutional one [10].

One of the most practical ways to operationalize meritocracy is through competency-based management. Competency frameworks identify the knowledge, skills, personal characteristics, and behaviors required for effective performance in a role and connect these requirements to broader organizational goals. In human resource management, competency models are widely used for recruitment, selection, training, promotion, succession planning, and performance appraisal. Well-designed competency models help organizations move from vague judgments about suitability to clearer, evidence-informed standards and align leadership selection and evaluation with strategic and organizational needs [11]. In the context of school leadership, such models can clarify what constitutes competent management and provide a more rational basis for evaluating whether principals possess the capacities needed to lead schools effectively [11]. In addition, contemporary leadership competence extends beyond technical or administrative skills. Educational leaders are increasingly expected to support knowledge creation, knowledge sharing, and organizational learning within schools. Since schools are knowledge-intensive institutions, principals must be able to foster environments in which teachers collaborate, learn continuously, and translate professional knowledge into better practice. Research on the relationship between knowledge management and leadership shows that leadership is central to knowledge creation, acquisition, integration, and utilization, especially in turbulent and changing environments [12,13]. This makes knowledge management and organizational learning essential dimensions of school leaders’ competent performance rather than optional additions to it [12,13]. The importance of competent school leadership is also evident in its effects on teachers and the internal functioning of schools. Principals help shape working conditions, trust, morale, professional commitment, teacher efficacy, and retention. Recent research has shown that school leadership is a major predictor of teacher retention, particularly in challenging and high-poverty contexts, because leadership behaviors influence whether teachers feel supported, recognized, and able to work effectively [7,14-17]. Likewise, broad syntheses of the literature indicate that principals affect not only student achievement and attendance, but also teacher satisfaction, turnover, and the general quality of school conditions [2,7,14-16]. Teacher leadership, distributed leadership, and positive school climate have also been linked to stronger professional communities and more effective schools [8,9,18].

Despite the recognized value of merit-based leadership, many educational systems still face instability in appointments, insufficiently valid criteria for selecting principals, and weak systems for evaluating managerial performance. Under such conditions, school leadership may become inconsistent, reactive, and unable to address long-term educational challenges effectively. Therefore, identifying the dimensions and components of competent school leadership is both theoretically and practically necessary. A qualitative model grounded in the experiences of knowledgeable participants can help clarify the causal conditions, contextual factors, strategies, and consequences associated with merit-based managerial performance. Accordingly, the present study seeks to design a qualitative model of school principals’ performance in the Department of Education of Karaj County based on a meritocracy approach.

Methods

The present study was applied in terms of purpose and was conducted using a qualitative grounded theory approach in terms of data collection. The participants included organizational and academic experts, senior managers of the Department of Education, faculty members in the field of educational sciences with a specialization in educational administration at higher education institutions, and other relevant specialists. Using the snowball sampling method, in-depth interviews were conducted with 15 experts until theoretical saturation was reached, and the participants were examined through purposive sampling. Purposive sampling is a method that may also involve a form of random selection. In this study, the interviews continued until it was felt that the responses provided were similar to the previous ones and no new findings were being added to the data; that is, theoretical saturation had been achieved. In this research, in-depth interviewing was used as the main data collection tool. The required data were mainly collected through semi-structured interviews. Before the interviews began, a summary of the research proposal, the results of the literature review, along with the research objectives and questions, was sent to the interviewees via email in order to provide them with an initial understanding and preparation for the interview. At the beginning of each interview session, a brief explanation was also provided regarding the work that had already been done. Then, the interview questions were raised and the interview process was carried out. To ensure the validity and reliability of the data, the necessary measures were taken based on the specific criteria of qualitative research, including credibility and confirmability. To enhance credibility, participant review methods were used. In this procedure, the typed transcripts of the first five interviews, together with the initial coding derived from those interviews, were returned to the experts who had been interviewed so that they could express their views regarding the interpretations and inferences the interviewer had drawn from their interviews. In cases of inconsistency or the need for revision in the typed interview materials, the necessary corrections were made so that the analysis would accurately reflect what the experts had intended.

Results

In the qualitative phase of the study, the main focus was the exploration and identification of the factors affecting the qualitative model of school principals’ performance in the Department of Education of Karaj County with a meritocracy approach as the core concept. To achieve this aim, the components (criteria) and indicators were extracted through open and axial coding of the data obtained from the content analysis of in-depth exploratory interviews with key experts, followed by refinement of the conceptual codes. For open and axial coding, in the first stage, the data from each interview were examined at the sentence and phrase level, and conceptual codes were extracted from the interview transcripts. In the next stage, through refinement and reduction, these components and indicators were organized into broader dimensions (factors) and continuously reviewed and labeled. To ensure the proper organization of each category and subcategory, the interview transcripts were re-examined and the indicators were repeatedly reviewed until logical saturation was achieved for the categories and subcategories. Open and axial coding were stopped when a meaningful classification was reached after several rounds of reviewing the interview transcripts. Overall, the qualitative data analysis yielded 223 initial conceptual codes. After reviewing these codes and removing repetitive items, 156 duplicated codes were eliminated. Finally, axial coding was performed on the remaining 168 codes. The results of selective coding are presented in Table 1. At this stage, 68 final codes were classified into the main categories of the paradigmatic model, including the phenomenon, causal conditions, contextual conditions, intervening conditions, strategies, and consequences.

Based on these results, the qualitative paradigmatic model of school principals’ performance in the Department of Education of Karaj County with a meritocracy approach was developed, as illustrated in Figure 1.

Figure 1. Paradigmatic model of the qualitative performance model of school principals in the Department of Education with a meritocracy approach

Causal Conditions

• Cultural and social factors
• Comparative studies
• Structure for learning
• Educational management information systems
• Public opinion and civil institutions
• Gender equality
• Professional development opportunities
• Transparency in appointment and promotion processes
• Identification of competency needs
• Professional development
• Performance evaluation and feedback
• Organizational commitment

Contextual Conditions

• Development of a global perspective and international learning
• Teachers’ professional associations
• School ranking
• Development of a culture of responsibility
• Establishment of a management information system
• Support from senior managers and leaders
• Change in attitudes and organizational culture
• Trust-building
• Clear laws and regulations

Phenomenon

• Global experiences
• Benchmarking from the learning organization
• Information technology skills
• Mastery of laws and regulations
• Ability to create social participation
• Establishing educational justice
• Management learning capacity
• Emotional and social competencies
• Cognitive and intellectual competencies
• Innovation and problem-solving competencies
• Cultural competencies within the organization
• Human resource management competencies
• Managerial competencies
• Leadership competencies

Intervening Conditions

• Lack of technological infrastructure
• Professional ethics training for principals
• Shortage of monitoring and judicial tools
• Administrative corruption
• Existence of a traditional approach
• Halo effect
• Politicization and external influence
• Resource limitations
• Weakness in evaluation systems
• Lack of transparency and avoidance of meritocracy
• Resistance to change

Strategies

• Interaction programs for principals with successful countries
• Development of information technology
• Ethical development and promotion of values
• Deterrent penalties
• Revision of educational policies
• Strengthening the internal inspection and auditing system
• Individual development plan
• Promotion of a meritocracy culture
• Establishment of a comprehensive electronic performance management system
• Empowerment and mentoring programs
• Revision of laws and regulations
• Consequences
• Knowledge production and social innovation
• Increased educational justice and equality of opportunity
• Optimization of resource allocation
• Attraction and retention of talent
• Development of a culture of learning and continuous growth
• Reduction of corruption and rent-seeking
• Public trust and social legitimacy
• Development of a culture of innovation and creativity
• Increased motivation and job satisfaction
• Improved organizational performance and efficiency
• Enhanced educational quality

Bottom of Form

Discussion

The findings of the present study showed that the qualitative model of school principals’ performance in the Department of Education of Karaj County, based on a meritocracy approach, can be explained through six major dimensions: the phenomenon, causal conditions, contextual conditions, intervening conditions, strategies, and consequences. This structure is conceptually consistent with contemporary literature on educational leadership, which emphasizes that school principals are not merely administrative agents, but key actors in shaping school quality, teacher effectiveness, school climate, and student outcomes [1-5]. Research has shown that effective school leadership is one of the most important school-related factors influencing educational improvement, second only to classroom instruction in its effect on student learning [1-4]. In addition, principals influence student achievement, teacher satisfaction, staff retention, and the overall condition of schools through their role in instructional support, organizational culture, and personnel management [2,5,7,14]. In this study, the core phenomenon included competencies such as leadership competencies, managerial competencies, human resource management competencies, cognitive and intellectual competencies, emotional and social competencies, innovation and problem-solving competencies, cultural competencies, learning-oriented management, mastery of regulations, and the ability to establish educational justice and social participation. These findings are aligned with the broader scholarship on successful school leadership, which argues that school leaders must combine professional knowledge, relational ability, strategic thinking, and adaptability to context [1,3-6]. Effective leadership in schools is not limited to technical efficiency; rather, it requires the capacity to create direction, support professional learning, and build collaborative conditions that improve school performance over time [3,4,6,8,9].

Another important result of this study was the role of causal and contextual conditions, including transparency in appointment and promotion, competency needs assessment, professional development, performance evaluation and feedback, organizational commitment, trust-building, support from senior leaders, and clear laws and regulations. These findings suggest that meritocracy is not merely an individual attribute of principals, but a system-level process that depends on institutional supports and credible governance mechanisms. This interpretation is consistent with the literature on competency modeling, which shows that competency frameworks are most effective when they are directly linked to organizational strategy, human resource processes, and evaluation systems [11]. In other words, merit-based school leadership requires clear standards, valid selection criteria, and structured performance management systems [10,11]. The findings related to intervening conditions are also significant. Factors such as lack of technological infrastructure, shortage of monitoring tools, administrative corruption, politicization, resource limitations, weak evaluation systems, lack of transparency, avoidance of meritocracy, and resistance to change indicate that weak managerial performance is often rooted not only in individual limitations, but also in structural and cultural barriers. This issue is supported by studies showing that leadership effectiveness depends heavily on organizational conditions, including school climate, organizational learning, participative structures, and supportive leadership practices [8,9,12,13,16,18]. Research also indicates that principals influence teacher retention and school stability by building trust, supporting teachers, encouraging autonomy and professional voice, and creating positive work environments, especially in challenging contexts [7,14-17].

Finally, the consequences identified in this study—such as knowledge production, social innovation, increased educational justice, better resource allocation, talent attraction and retention, reduced corruption, public trust, stronger organizational performance, and improved educational quality—demonstrate the potential value of a meritocracy-based model for school leadership. These outcomes are also compatible with research on knowledge management, organizational learning, and educational leadership, which highlights the importance of leadership in enabling innovation, collaboration, knowledge utilization, and continuous improvement in complex environments [6,12,13,18]. Overall, the findings suggest that improving school principals’ performance through merit-based criteria can contribute not only to better management, but also to more effective, equitable, and trustworthy educational governance. Therefore, it is recommended that educational authorities redesign principal selection and evaluation systems based on explicit competency frameworks, expand professional development programs, strengthen transparent monitoring and feedback mechanisms, and promote supportive organizational conditions that sustain learning, accountability, and professional commitment [10-12,15-18].

AI Use Statement

The authors declare that artificial intelligence tools were used only to assist with language editing, translation, and improvement of the manuscript’s readability. All conceptualization, study design, data collection, data analysis, interpretation of findings, and final approval of the manuscript were performed by the authors. The authors take full responsibility for the accuracy, integrity, and originality of the content.

Conflict of Interest

The authors declare that they have no conflict of interest.

Data Availability Statement

The data that support the findings of this study are available from the corresponding author upon reasonable request. Because the study was based on qualitative interviews, some data may not be publicly available in order to protect participant confidentiality.

Author Contributions

Jafar Khodamoradi: Conceptualization, investigation, data curation, formal analysis, writing – original draft.

Rasoul Davoudi: Supervision, methodology, validation, writing – review & editing.

Mahboubeh Shokrollahi: Conceptualization, validation, writing – review & editing.