1. Introduction
Work allocation justice (defined as the perception that patient assignments, responsibilities, and workload are distributed fairly among nursing staff) represents a critical yet frequently overlooked dimension of clinical practice environments [
1,
2]. Growing evidence from organizational psychology and healthcare management demonstrates that perceived inequity in task distribution profoundly influences nurse stress responses, job satisfaction, burnout trajectories, and ultimately patient outcomes [
3,
4]. Despite this recognition, nurses’ lived experiences of allocation justice in Middle Eastern healthcare contexts remain inadequately examined [
5,
6]. This gap is particularly notable in Saudi Arabia, where nursing has undergone substantial professionalization yet continues to face significant workforce challenges, including high burnout rates and retention difficulties.
1.1. Conceptual Foundation
Organizational justice theory provides a framework for understanding how fairness perceptions shape employee attitudes, behaviors, and outcomes [
7]. It comprises three dimensions: distributive justice (fairness of outcomes), procedural justice (fairness of decision-making processes, including transparency and consistency), and interactional justice (quality of interpersonal treatment and respect) [
8,
9]. In nursing, work allocation justice spans all three: equitable patient assignments, transparent and consistent decision-making with opportunities for input, and respectful recognition of nurses’ expertise and efforts. While evidence from high-income countries highlights the importance of these dimensions, their operationalization, relative importance, and cultural framing in non-Western healthcare systems remain underexplored [
1,
10]. Examining justice perceptions across diverse organizational and cultural contexts can both extend theory and inform locally relevant practice interventions.
1.2. The Saudi Arabian Healthcare Context
Saudi Arabia represents an important context for studying work allocation justice [
11]. The Kingdom’s investments in healthcare infrastructure, nursing education, and workforce Saudization have created complex workplaces where allocation practices mix hierarchical, merit-based, and hybrid approaches [
12,
13]. Contextual factors, including diverse facility types, cultural values like respect for authority, concepts such as adl (justice) and wasta (relationship influence), a largely international nursing workforce, and national priorities for patient safety and retention, shape how nurses perceive and respond to allocation inequities [
14,
15]. Despite the documented impact of these factors on care quality and workforce stability, research specifically addressing allocation justice in Saudi nursing remains limited. The international literature is dominated by high-income anglophone contexts, constraining the availability of culturally relevant guidance for local policy and practice.
1.3. Study Aims and Objectives
This qualitative study explored Saudi nurses’ perceptions of work allocation justice, examining how they define fairness, experience allocation practices in daily work, identify organizational and contextual influences, and propose improvements. The objectives were to: (1) examine nurses’ conceptualizations of allocation justice and fairness dimensions; (2) document experiences of equitable and inequitable allocation and associated emotional and professional responses; (3) identify organizational, leadership, and structural factors shaping fairness perceptions; (4) clarify the psychological, professional, and care-related consequences of perceived inequity; (5) assess the adequacy of institutional policies and communication processes; and (6) capture nurses’ evidence-informed recommendations for organizational and policy reform.
2. Materials and Methods
2.1. Study Design and Epistemological Positioning
A qualitative design using reflexive thematic analysis within a constructivist framework examined nurses’ experiences of work allocation justice. Constructivism, which regards knowledge as co-constructed through researcher–participant interaction [
16,
17], is well suited to justice research, as fairness perceptions are shaped by cultural, relational, and personal interpretations. Thematic analysis provided a systematic yet flexible method to identify patterns while remaining close to participant meaning, allowing justice conceptualizations to emerge inductively from Saudi nursing perspectives. Semi-structured interviews were treated as co-constructed dialogs, and coding was interpretive, with multiple researchers independently coding, discussing differences, and reaching consensus. The resulting themes represent one credible interpretive account, acknowledging that alternative readings of the data remain possible. The credibility procedures reported in
Section 2.11 (triangulation, member checking, peer debriefing, and reflexivity documentation) were selected as complementary strategies within this reflexive, constructivist framework following [
18] Lincoln and Guba not as substitutes for its interpretive philosophy; independent coding served consensus-building rather than reliability testing, and member checking validated interpretive plausibility rather than factual accuracy [
18].
2.2. Setting and Participant Selection
The study was conducted across three healthcare facilities in Riyadh, Saudi Arabia, selected to provide diversity in governance models, funding structures, and practice contexts. The facilities included two university-affiliated teaching hospitals (one government, one private) and one specialized medical center serving urban populations. All three facilities employ mixed nursing workforces comprising Saudi nationals and internationally trained nurses, reflecting the contemporary Saudi healthcare system composition. These settings were selected to maximize organizational diversity of perspectives and to support the analytic transferability of findings to broadly similar Saudi healthcare contexts. In all three facilities, daily work allocation is managed at the unit level by the charge nurse or shift supervisor, who assigns patients to nurses at the start of each shift. Assignments are made verbally and are not formally documented beyond the unit whiteboard in most cases. No standardized written allocation policy was in place at any of the three sites at the time of data collection; assignment decisions were at the discretion of the shift supervisor, informed by patient census, nurse availability, and the supervisor’s judgment about individual nurse capacity. This procedural context is central to interpreting participants’ perceptions of fairness: the absence of transparent, documented criteria meant nurses could not verify the basis for any given assignment, which several participants identified as the primary source of perceived inequity.
2.3. Purposive Sampling Strategy
Purposive sampling was employed with strategic variation across demographic and professional dimensions to ensure that the sample captured heterogeneity of perspectives within the Saudi nursing context. Sampling criteria included: age (targeting variation across career stages, from early to senior career), years of nursing experience (from 2–5 years through 15+ years), educational preparation (Diploma, Bachelor’s, Master’s degrees), workplace facility type (government, private, specialized), clinical specialty (high-acuity intensive care, acute medical–surgical units, emergency departments, pediatrics, operating theatre), and shift patterns (day, evening, night, rotating). This sampling approach ensured that the final sample reflected professional diversity across the Saudi nursing context and supported analytic credibility by incorporating varied perspectives and experiences of work allocation justice.
2.4. Inclusion and Exclusion Criteria
Inclusion criteria were: (1) current employment as a registered nurse or specialist nurse at one of the three participating healthcare facilities; (2) Saudi nationality; (3) minimum of 2 years’ nursing experience; (4) fluency in Arabic or English sufficient for interview participation; and (5) voluntary informed consent. Exclusion criteria were: (1) nurses in administrative or management roles, to focus on direct care provider perspectives; (2) nurses with less than 2 years’ experience, to ensure substantive workplace exposure; and (3) acute illness or inability to participate due to medical or personal circumstances. Managers were excluded to maintain focus on frontline nurse perspectives; their views on allocation rationales would require a separate study design. Eligible participants were identified through ward managers at each facility, who distributed study information sheets to nursing staff meeting the inclusion criteria; interested nurses contacted the principal investigator directly to express willingness to participate. Snowball referral was used as a secondary recruitment strategy where initial participants recommended eligible colleagues.
2.5. Saturation Assessment and Sample Adequacy
Thematic saturation, operationalized a priori as the emergence of fewer than five new codes per interview with concurrent stability of subthemes across all six domains, served as the criterion for sample adequacy. This threshold was reached by interview 13; interviews 14 and 15 confirmed data redundancy. Interviews 16 and 17 had been scheduled prior to the formal saturation assessment and were retained to maximize experiential diversity across facility types. This approach aligns with established qualitative standards that prioritize information richness and saturation over predetermined sample sizes [
19].
2.6. Data Collection Procedures
Data were collected through semi-structured individual interviews guided by a 20-item interview guide developed through iterative literature review, team consultation, and pilot testing with two nurses. Questions covered six domains: definitions of work allocation justice, experiences of equitable/inequitable allocation, influencing factors, psychological and professional impacts, institutional support and communication, and improvement suggestions. This flexible format enabled in-depth exploration of individual experiences while maintaining consistency across interviews. Interviews were conducted by the principal investigator and two trained research assistants between 15 December 2025 and 10 February 2026 (ethical approval was granted on 15 December 2025; recruitment commenced following receipt of approval, consistent with King Saud University IRB practice), lasting between 45 and 90 min (mean: 63 min; total: approximately 23 h), in private rooms within each facility, and were audio-recorded and transcribed verbatim with participant consent.
2.7. Translation Procedures and Language Management
Interviews were conducted in participants’ preferred language (71% Arabic, 29% English). Arabic interviews were transcribed verbatim and translated into English by two independent bilingual team members. To ensure semantic fidelity, 25% of Arabic transcripts underwent back-translation by a third independent translator, with discrepancies resolved through team discussion. Particular care was taken with culturally and philosophically nuanced terms central to justice discourse, namely adl (justice/fairness), haq (right/entitlement), ihsan (excellence beyond duty), and takaful (mutual solidarity), with all interpretive translation decisions documented and subjected to team review during analysis.
2.8. Field Notes and Contextual Documentation
Field notes capturing contextual observations, interviewer reflections, emerging analytical impressions, and non-verbal participant cues were recorded immediately following each interview. These notes documented interview setting characteristics, visible emotional responses, interruptions, participant engagement, and interviewer observations that enriched interpretation beyond the recorded transcript. Field notes were incorporated into reflexivity discussions during analysis and contributed to comprehensive audit trail documentation.
2.9. Research Team Composition and Reflexivity
The research team included four nurse academics with expertise in qualitative methodology, organizational behavior, nursing leadership, and Middle Eastern healthcare contexts. The principal investigator holds a doctoral qualification in nursing science, with over eight years of qualitative research experience and five years of direct clinical practice in Saudi Arabia. This background provided contextual familiarity with the study setting while simultaneously requiring rigorous management of positionality and potential analytical bias.
Reflexivity was embedded throughout the study. Prior to data collection, all team members completed bracketing exercises to document pre-existing assumptions and expectations regarding organizational justice and fairness. Reflexive memos were maintained throughout the analytical process to capture evolving interpretations, analytical challenges, and moments when assumptions required interrogation. These reflections were discussed in regular team debriefings to ensure multiple perspectives informed the analysis.
A detailed Reflexivity Statement outlines team members’ positionality, documented biases, and how the insider–outsider composition strengthened interpretive rigor and transparency.
2.10. Data Analysis Procedures
Thematic analysis proceeded through six iterative, constructivist-informed phases, recognizing coding and theme development as inherently interpretive processes.
Phase 1: Familiarization. Analysts independently read initial transcripts in full, recording impressions and preliminary patterns to build deep data familiarity.
Phase 2: Initial Coding. Line-by-line inductive coding was conducted, grounded in participant language. Coding memos documented definitions and refinements. Approximately 180 initial codes emerged across the first 12 interviews. Thematic saturation was reached by interview 13; interviews 14 and 15 confirmed data redundancy. Interviews 16 and 17, which had been scheduled prior to the formal saturation assessment, were retained to maximize experiential diversity across facility types, consistent with the approach described in
Section 2.5.
Phase 3: Searching for Themes. Related codes were grouped into candidate themes and subthemes based on conceptual similarity. Thematic mapping supported team discussion and analytic transparency.
Phase 4: Reviewing Themes. Themes were evaluated for internal coherence and distinctiveness. Underdeveloped themes were merged or refined, resulting in six major themes and 18 subthemes with strong data support.
Phase 5: Defining and Naming Themes. Themes were clearly defined, bounded, and named, with detailed descriptions and exemplar quotations linked to the research objectives.
Phase 6: Producing the Report. Themes were organized into a coherent narrative integrating participant quotations and analytic interpretation to present a comprehensive account of nurses’ experiences of work allocation justice. Verbatim quotations attributed to alphanumeric participant codes (P1–P17) are used throughout the Results to exemplify each theme and subtheme.
2.11. Software and Analytical Rigor
NVivo 12 (QSR International, Melbourne, Australia) software was used for data management, coding organization, memo documentation, and audit trail preservation, supporting analytical organization and transparency without directing the analytic process. Analysts maintained independence in coding processes; software served as a repository and organizational tool rather than a decision-making mechanism.
Credibility and Trustworthiness
Rigor was enhanced through multiple strategies aligned with qualitative research standards [
17,
18]:
Triangulation: Combined data source (diverse nurses across three facilities), method (interviews plus field notes), and analyst triangulation (independent coding with team discussions).
Member Checking: Twelve of the 17 participants were purposively selected for member checking to represent maximum variation across facility types, career stages, and themes. Of these 12, eleven reviewed the thematic summaries (provided in both Arabic and English), confirmed alignment with their experiences, and suggested refinements, such as adding a subtheme on informal peer-based workload balancing. This denominator reflects deliberate purposive selection for the validation step, not attrition from the full sample.
Peer Debriefing: An external qualitative expert reviewed coding, theme development, and interpretive logic to ensure findings were grounded and credible.
Audit Trail: All analytic decisions, memos, maps, debriefing notes, and feedback summaries were systematically documented for transparency.
Reflexivity Documentation: Bracketing exercises, reflexive memos, and team debriefings were maintained to acknowledge and manage researcher positionality throughout the study.
2.12. Ethical Considerations
Ethical approval was obtained from King Saud University’s IRB (KSU-HE-25-1418). This central approval covered all three participating facilities; site-level administrative permissions were additionally obtained from the nursing directorate of each facility prior to recruitment. The private hospital operates under a research governance framework that recognizes King Saud University IRB approval, and written institutional permission was obtained from that site separately. Participants provided written informed consent, with clear explanations of voluntary participation, withdrawal rights, confidentiality, and study procedures in Arabic or English. To protect confidentiality, participants were assigned alphanumeric codes (P1–P17), identifying information was removed from transcripts, and electronic data were stored on encrypted, password-protected servers. Aggregated thematic findings, presented at the institutional rather than unit level and containing no identifying participant or unit-level information, were shared with facility research coordinators to support evidence-informed quality improvement. No individual participant data, unit-specific details, or quotations were disclosed in any form that could enable re-identification.
2.13. Data Availability
Due to the sensitive nature of qualitative interview data and ethical constraints protecting participant confidentiality, original transcripts are not publicly available. However, researchers may request anonymized data subsets (coding framework, thematic summaries with exemplar quotations, selected thematic excerpts) or discussion of the thematic coding framework by contacting the corresponding author. Original audio recordings were destroyed after transcription by study protocol and participant consent agreement.
4. Discussion
4.1. Overview of Key Findings
The findings indicate that Saudi nurses’ experiences of work allocation justice are broadly consistent with established organizational justice theory [
7] while extending it in culturally and contextually specific directions relevant to healthcare organizations across the Middle East and comparable non-Western settings. Six interconnected themes emerged from the analysis. Theme 1 (Understanding Work Justice) established that participants conceptualized fairness as contextual equity informed by multiple, sometimes competing, justice frameworks. Theme 2 (Personal Experiences) documented concrete experiences of workload disparities and inequitable recognition that generated sustained emotional distress. Theme 3 (Influencing Factors) identified staffing constraints, patient acuity inconsistencies, leadership variability, and informal peer-balancing as the organizational conditions shaping allocation practices. Theme 4 (Psychological and Professional Impacts) traced pathways from perceived injustice to burnout, reduced organizational commitment, and compromised care quality. Theme 5 (Institutional and Administrative Support) revealed a systemic institutional failure encompassing absent policies, unsafe reporting channels, and active suppression of voice. Theme 6 (Future Perspectives) captured nurses’ practical recommendations for rotation systems, technology-supported allocation, and cultural change. The Discussion that follows situates each thematic cluster within the theoretical and empirical literature and identifies implications for practice, leadership, and policy.
4.2. Multidimensional Operationalization of Justice in Healthcare Contexts
Participants’ articulation of fairness encompassed distributive, procedural, and interactional dimensions consistent with Greenberg’s [
7] foundational organizational justice framework. Nurses evaluated allocation decisions not merely by outcomes (whether workload was numerically balanced) but equally by processes (whether decisions were transparent, consistent, and logically defensible) and interactions (whether they received respectful communication and recognition). This finding confirms the theoretical utility of multidimensional justice frameworks in healthcare contexts and indicates that interventions targeting only distributional equity will be insufficient when procedural and relational dimensions remain deficient.
Moreover, participants’ conceptualization of fairness as equity rather than strict equality, which acknowledges that context-appropriate allocation must account for patient complexity, individual capability, and personal circumstance, reflects a more sophisticated justice reasoning than simple proportionality. This is consistent with recent scholarship on contextual justice in healthcare [
21], wherein justice perceptions are informed by professional norms and situational realities rather than abstract notions of identical treatment. The finding has important theoretical implications: organizational justice frameworks must accommodate not merely whether distributions are identical but whether they are appropriately responsive to legitimate contextual variation.
Notably, the operationalization of equity differs from Western conceptualizations in important ways. While participants recognized needs-based, meritocratic, and seniority-based frameworks as individually coherent, they experienced distress not from the choice of one framework but from inconsistent application. This suggests that in Saudi healthcare contexts, the most critical fairness dimension may be consistency and explicit framework articulation rather than which specific framework is chosen. When managers clearly communicate which principle guides allocation (“Today I’m prioritizing patient safety, so complex patients go to most experienced nurses”) and apply it consistently, nurses experience greater fairness than when managers apply principles inconsistently or opaquely.
4.3. Justice-Burnout Pathways: Multi-Level Analysis
The pathway from perceived allocation injustice to burnout articulated by participants reflects mechanisms well established in occupational health psychology. Perceived inequity generates emotional stress (anger, resentment, betrayal) that, when sustained, produces emotional exhaustion. Unacknowledged effort compounds this exhaustion by eroding meaning and motivation, leading progressively to depersonalization and reduced professional accomplishment. Several participants explicitly described this trajectory, with their narrative accounts mapping onto the dimensions of the Maslach Burnout Inventory developed through decades of occupational health research [
20].
Participants linked allocation injustice not only to personal burnout but to collective team dynamics and broader organizational outcomes. This systemic perspective suggests that allocation inequity functions as a stressor at multiple levels: individual (compromising nurse well-being and morale), interpersonal (damaging team cohesion and trust, generating resentment between favored and disfavored nurses), and organizational (impairing care quality and patient safety). This multilevel perspective deepens understanding of how organizational practices reverberate through healthcare systems to affect patient outcomes and confirms that allocation equity is a quality and safety issue, not merely a human resources concern, with direct implications for institutional performance.
4.4. Procedural Justice, Psychological Safety, and Voice Behavior
The emphasis participants placed on transparent, consistent, and respectful allocation processes, as well as their reported willingness to accept less favorable individual outcomes if processes were just, reflects the well-documented “fair process effect” whereby procedural justice dampens negative reactions to unfavorable distributive outcomes [
22,
23]. This effect is well documented in the organizational literature; the present findings confirm its presence in Saudi nursing contexts and suggest it may be particularly pronounced in cultures that emphasize respect for authority and hierarchical relational structures.
Importantly, participants’ reluctance to voice concerns about allocation, which they attributed to fear of retaliation and organizational dismissiveness, reflects low psychological safety as theorized by Edmondson [
24]. Psychological safety exists when team members believe they can speak up about problems, ask questions, and share concerns without fear of punishment or humiliation. The data indicate that most participants lacked this safety with respect to allocation concerns. This creates a vicious cycle: concerns go unvoiced, management remains unaware of allocation problems, existing inequities persist and intensify, and nurses’ resentment accumulates silently until it manifests as burnout and turnover. Breaking this cycle requires deliberate leadership action: soliciting input, receiving concerns without defensiveness, demonstrating responsiveness through visible investigation and change, and establishing zero-tolerance policies for retaliation against those who raise concerns.
The retaliation chill effect documented here carries particular significance in the Saudi healthcare context. When organizations penalize nurses who voice allocation concerns, they institutionalize silence and resignation, compounding pre-existing cultural norms around hierarchy and deference that may already inhibit direct communication with authority figures [
11]. To counteract this dynamic, leaders must explicitly frame fairness questioning as a professional duty rather than an act of insubordination, thereby simultaneously dismantling structural and cultural barriers to voice behavior.
4.5. Contextual and Cultural Considerations: Beyond Western Frameworks
While the core justice dimensions (distributive, procedural, interactional) appear universally relevant, their operationalization and salience are culturally informed and may differ in important ways from Western healthcare contexts. Participants consistently framed perceived mistreatment in relational and dignitary terms, describing how dismissive managerial conduct generated a profound sense of disrespect that extended beyond the numerical allocation itself. This pattern is consonant with cultural scholarship documenting the centrality of respect and honor in interpersonal relations across many Middle Eastern contexts, concepts rendered in Arabic as ikhtiraam and sharaf, although participants in this study did not use these specific terms explicitly [
25]. When managers treated nurses without respect or dismissed their input, the sense of injustice was particularly acute and extended beyond concerns about workload distribution to concerns about professional dignity and human worth.
This finding suggests that culturally responsive approaches to promoting allocation justice in Middle Eastern healthcare must attend not only to rational–technical dimensions (clear policies, objective criteria) but also to relational and symbolic dimensions that communicate respect and acknowledge nurses’ professional expertise and human dignity. The term “respect” in Middle Eastern contexts encompasses not merely professional courtesy but explicit acknowledgment of one’s place in a relational hierarchy and acknowledgment of one’s inherent worth.
Additionally, the implicit concern with wasta (relationship-based influence) emerged subtly throughout the data. While not explicitly named by most participants, concerns about favoritism and preference for personally connected colleagues reflect concern that allocation reflected informal networks and relationships rather than professional criteria. In contexts where wasta (relationship-based influence) is a normative social phenomenon across many domains [
11], healthcare organizations must explicitly establish and enforce norms that prioritize merit-based and need-based allocation over relationship-based preferences. Achieving this requires not merely policy articulation but sustained cultural change in what is understood as appropriate organizational decision-making, supported by visible leadership accountability.
4.6. Nurses’ Future Perspectives: Evidence-Informed Recommendations
Theme 6 offered concrete, evidence-informed proposals for systemic reform that warrant explicit discussion. Participants’ recommendations for rotation systems, objective acuity-scoring tools, and technology-assisted allocation (Subthemes 6a and 6b) align with emerging evidence from healthcare systems research demonstrating that structured, transparent allocation tools reduce favoritism perceptions and improve nurse satisfaction [
21]. The critical caveat offered by participants—that technology increases visibility but cannot substitute for organizational commitment (P10), which is consistent with implementation science literature on the limits of technical solutions in culturally embedded organizations. Subtheme 6c (policy and culture change) reinforced that written policies, leadership training, safe reporting channels, and demonstrated responsiveness are interdependent requirements of a coherent equity commitment, not interchangeable options. Future research should examine whether the specific rotation and acuity-scoring models proposed by participants are operationally feasible within Saudi nursing workforce structures and whether their adoption is associated with measurable improvements in perceived fairness, nurse retention, and patient safety outcomes.
4.7. Institutional Safeguards and Their Limitations
The finding that formal policies and grievance mechanisms were either absent, inconsistently implemented, or perceived as unsafe highlights a critical institutional gap. Organizations may assume that written policies and accessible grievance channels are sufficient to ensure fair allocation. The present findings indicate otherwise: formal structures function only when consistently implemented by leadership, when employees trust that using available channels will yield genuine resolution rather than retaliation, and when organizational culture actively supports fairness as a core operating value. This underscores that institutional change requires aligned action across multiple dimensions, including policy articulation, leadership training, cultural change, and accountability mechanisms, rather than merely the creation of formal structures.
Top-down policy reform is insufficient without corresponding shifts in leadership behavior and organizational culture. Leaders must visibly model commitment to fairness, demonstrate responsiveness to concerns raised by staff, and hold themselves and colleagues accountable for equitable allocation practices. Without this alignment, formal policies risk becoming procedural rituals that experienced nurses recognize as organizational performance rather than genuine commitment to fairness.
4.8. Implications for Practice and Leadership
Promoting work allocation justice requires coordinated, evidence-informed action across multiple organizational levels. First, organizations should develop and implement clear written allocation policies that specify criteria, decision-making authority, appeals processes, and monitoring mechanisms, with active nurse involvement in their design. Second, leaders require training in organizational justice principles, culturally responsive communication, and transparent decision-making; performance appraisal frameworks should incorporate fairness metrics. Multiple, psychologically safe reporting channels—formal, informal, and anonymous, must be established so that nurses can raise concerns without fear of reprisal. Fourth, technology-supported allocation tools should be introduced to enhance objectivity without replacing sound managerial judgment. Finally, organizations must cultivate a culture that explicitly values fairness, transparency, and accountability, as these conditions together reinforce staff trust, professional engagement, retention, and sustained patient care quality.
4.9. Contributions to Nursing Knowledge
This study contributes to a limited qualitative literature on organizational justice within Saudi and broader non-Western healthcare contexts by demonstrating how perceived allocation inequity affects nurse well-being, burnout trajectories, and patient care quality. It identifies actionable organizational practices: transparent written policies, explicit communication of allocation rationales, psychologically safe grievance channels, and consistent leadership accountability. These practices collectively support fair work allocation. The findings confirm that procedural and relational dimensions of justice are at least as consequential as distributional fairness, and that established organizational justice frameworks retain explanatory utility in this context while requiring culturally informed adaptation to account for the salience of respect and relational hierarchy in Saudi nursing practice.
4.10. Strengths and Limitations
Several methodological features strengthen confidence in the findings. Purposive sampling across three facility types (government, private, specialized) captured variation in governance models and practice contexts that a single-site study would have missed. Thematic saturation, reached at interview 13 and confirmed across interviews 14 and 15, supports analytic credibility by indicating that sufficient variation in perspectives was captured across the participating Saudi nursing contexts. Triangulation across data sources, analysts, and methods, combined with member checking in which 11 of 12 purposively selected participants confirmed thematic plausibility, strengthened analytic credibility and supported the consensus-building process central to reflexive thematic analysis. At the same time, important limitations should temper how findings are read. The sample is small (n = 17) and geographically confined to Riyadh, limiting analytic transferability to healthcare contexts with substantially different staffing models, cultural norms, or urban-rural compositions. The exclusion of nurse managers, though deliberate to focus on frontline experience, means that organizational rationales for observed allocation practices remain unexamined; a full picture of allocation justice requires perspectives from both sides. The cross-sectional design captures perceptions at a single point in time, precluding examination of how justice experiences evolve across a nursing career or shift in response to organizational policy changes. Finally, while back-translation procedures were employed, subtle semantic nuances in justice-related concepts (adl, haq, ihsan) may not fully survive translation from Arabic.
4.11. Recommendations
The most consistent finding across themes is that process quality matters as much as distributional outcome. Participants (e.g., P12) described tolerating unfavorable assignments when managers explained the rationale; they could not accept the same allocations made without justification. This points to a straightforward behavioral change: leaders should routinely communicate the criteria underlying assignment decisions, even briefly, rather than treating allocation as an administrative act that requires no explanation. Participants also described a pervasive retaliation chill that suppressed concern-raising (P5, P6, P13). Leaders should actively solicit feedback through formal channels that staff perceive as genuinely anonymous and safe and must be seen to act on what they receive. For healthcare organizations, the absence of written allocation policies was cited by most participants (P7, P14) as the primary driver of suspicion and perceived favoritism. Developing and communicating explicit criteria, whether needs-based, meritocratic, or seniority-weighted, matters less than applying whichever framework consistently and transparently. Technology-assisted allocation tools were welcomed by participants (P7, P10) as a mechanism for reducing subjectivity, with the important caveat that systems alone cannot change organizational culture (P10: “Technology just makes it visible”). Any technological implementation must be paired with sustained leadership accountability. For policymakers, the burnout pathways described by participants—from perceived injustice to exhaustion, meaning erosion, and turnover intention—correspond directly to national workforce retention challenges. National nursing workforce policy in Saudi Arabia should incorporate measurable allocation equity standards alongside existing staffing ratio requirements, and commission multiregional follow-up research to determine whether the patterns identified in Riyadh are consistent across the Kingdom.