Nurses’ Safety Attitudes Split Into Four Distinct Profiles, and Support Makes the Difference

Patient safety in hospitals does not depend only on protocols, checklists, and technology. It depends, to a remarkable degree, on what the nurses at the bedside actually believe about the safety of the care they deliver. A new multicenter study from Liaoning Province, China, has now mapped those beliefs with unusual statistical precision, and the results reveal a nursing workforce far more fragmented in its safety attitudes than hospital administrators might assume. Rather than treating safety culture as a single number on a survey, the researchers identified four distinct attitudinal profiles among 813 clinical nurses, and then traced how each profile connects to organizational support, burnout, and the intention to leave the profession.

The study, conducted by Xiaoying Lv, Aiwen Yu, and Zan Zhang of the First Hospital of China Medical University and published in BMC Nursing, employed a technique known as latent profile analysis. This method does not simply average questionnaire scores across a workforce. Instead, it searches the data for hidden subgroups of respondents who share similar response patterns, allowing researchers to discover that a hospital’s nurses may occupy several qualitatively different attitudinal worlds at the same time. The team applied this approach to the six dimensions of the Safety Attitudes Questionnaire, a widely used instrument that probes perceptions of teamwork climate, safety climate, job satisfaction, stress recognition, perceptions of management, and working conditions.

Between February and September 2025, the researchers recruited participants through convenience sampling from nine hospitals across Liaoning Province, spanning different institutional levels and clinical departments. Each nurse completed four validated instruments: the Safety Attitudes Questionnaire, the Perceived Organizational Support Scale, the Copenhagen Burnout Inventory, and the Turnover Intention Scale. The statistical machinery behind the analysis was rigorous. The researchers used the sample-size-adjusted Bayesian information criterion, the Lo–Mendell–Rubin adjusted likelihood ratio test, and the bootstrap likelihood ratio test to determine how many profiles best described the data. To examine what predicted membership in each profile, they applied the R3STEP three-step multinomial logistic regression procedure, and to compare burnout and turnover intention across profiles without letting classification error distort the results, they used the Bolck–Croon–Hagenaars method, known as BCH.

The analysis converged on four profiles, and their sizes are themselves revealing. The largest group, accounting for 34.7 percent of nurses, showed moderate safety attitudes in which job satisfaction stood out as the salient positive feature. Nearly as large, at 32.1 percent, was the most concerning group: nurses with uniformly low safety attitudes across all six dimensions. A further 19.1 percent occupied the high safety attitudes profile, reporting favorable perceptions across the board. The fourth and perhaps most diagnostically interesting group, 14.1 percent of the sample, was described by the authors as teamwork and safety positive but organizationally constrained. These nurses believed in their teams and in the value of safe practice, yet their perceptions of management support and working conditions dragged their overall profile down.

That fourth profile deserves particular attention because it captures a familiar paradox in hospital life. A nurse can trust her colleagues, value open communication about errors, and remain committed to safe care, while simultaneously feeling that the organization above her provides inadequate resources, unresponsive leadership, and punishing workloads. The study’s findings suggest that this combination is not a rare anomaly but a substantial minority position, affecting roughly one in seven nurses surveyed. For safety officers, such nurses represent both an opportunity and a warning: their team-level commitment is an asset, but the organizational friction they experience may erode that commitment over time and push them toward exhaustion.

Perceived organizational support emerged as the most consistent thread running through the entire analysis. Higher perceived support was associated with greater odds of belonging to each of the three more favorable profiles relative to the low safety attitudes profile. In practical terms, nurses who felt that their hospital valued their contributions and cared about their well-being were systematically more likely to hold positive safety attitudes in every configuration the researchers tested. This association held up in sensitivity analyses that accounted for the clustering of nurses within hospitals, meaning the pattern was not simply an artifact of one or two institutions with unusually good or bad cultures driving the results.

Beyond organizational support, several work-related characteristics differentiated specific profiles. Work experience, professional title, clinical department, hospital level, and the frequency of night shifts were all linked to membership in particular groups. These findings paint a picture in which individual career stage and structural working conditions shape not just how tired a nurse feels, but how she perceives the safety of the system she works within. A nurse’s department matters, the study suggests, because the safety climate of an intensive care unit is not the same as that of a general ward, and hospital level matters because tertiary institutions and community hospitals offer different resources, staffing ratios, and hierarchies.

The occupational consequences of these attitudinal differences were stark. Burnout and turnover intention both differed significantly across the four profiles, with P values below 0.001. Burnout was highest in two places: the low safety attitudes profile and the teamwork-positive but organizationally constrained profile. This pairing is telling. Nurses who see their teams as strong but their organization as unsupportive burn out almost as much as those who hold negative attitudes across the board, implying that team camaraderie alone cannot compensate for organizational neglect. Turnover intention told a simpler story: it was highest in the low safety attitudes profile, while nurses in the high safety attitudes profile reported the lowest levels of both burnout and the desire to leave.

The implications reach well beyond the nine hospitals studied. Patient safety researchers have long argued that safety climate predicts clinical outcomes, including infection rates, medication errors, and adverse events. This study adds a crucial nuance: safety attitudes are not distributed evenly through a workforce, and a hospital’s overall safety culture score may conceal a large low-attitude subgroup alongside a committed high-attitude core. Interventions designed for the average nurse may therefore miss the nurses who need them most. The authors suggest that profile-informed strategies could be more effective, combining strengthened organizational support and leadership responsiveness with targeted workload management and attention to nurses’ occupational well-being, rather than applying a single blanket safety campaign to everyone.

The researchers are careful about the limits of their design. As a cross-sectional study, it captures a snapshot and cannot establish whether low perceived support causes negative safety attitudes, or whether disaffected nurses simply perceive less support, or whether both flow from deeper institutional problems. Convenience sampling may limit generalizability, and all measures were self-reported. The authors call for longitudinal, multicenter studies to clarify temporal relationships and to better separate individual-level influences from hospital-level ones. Even so, the core message is difficult to ignore: when nurses feel genuinely supported by their organizations, their safety attitudes strengthen, their burnout recedes, and their intention to stay grows. In an era of global nursing shortages, that triad of outcomes may be one of the most cost-effective safety investments a hospital can make.

Subject of Research: Latent profiles of patient safety attitudes among clinical nurses and their links to organizational support, burnout, and turnover intention

Article Title: Latent profiles of patient safety attitudes among clinical nurses and their associations with perceived organizational support, burnout, and turnover intention: a multicenter cross-sectional study

Article References: Lv, X., Yu, A., & Zhang, Z. (2026). Latent profiles of patient safety attitudes among clinical nurses and their associations with perceived organizational support, burnout, and turnover intention: a multicenter cross-sectional study. BMC Nursing. https://doi.org/10.1186/s12912-026-05390-5

Image Credits: AI Generated

DOI: 10.1186/s12912-026-05390-5

Keywords: patient safety attitudes, clinical nurses, latent profile analysis, perceived organizational support, burnout, turnover intention, safety climate, nursing workforce, Safety Attitudes Questionnaire, hospital management, occupational well-being, cross-sectional study