University School of Physical Education in Krakow

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University School of Physical Education in Krakow demonstrates an exceptionally strong performance in research integrity, as reflected by its overall risk score of -0.660. This positions the institution as a leader in responsible scientific practices within its national context. The analysis reveals a remarkably low-risk profile, with outstanding results in preventing redundant output, hyperprolific authorship, multiple affiliations, and publication in discontinued or institutional journals. The only areas with moderate risk signals—Institutional Self-Citation and the gap in research impact—are managed more effectively than the national average, indicating robust internal controls that mitigate systemic vulnerabilities. According to SCImago Institutions Rankings data, the institution's research activity is notable in the area of Social Sciences. While the institution's specific mission statement was not available for this analysis, its operational results unequivocally align with the core principles of academic excellence and social responsibility. The near-total absence of integrity risks confirms a culture that prioritizes quality and transparency over mere metrics. To build on this solid foundation, the institution is encouraged to maintain its rigorous standards while continuing to monitor the dynamics of self-citation and impact dependency, ensuring its scientific influence remains both authentic and sustainable.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a very low Z-score of -1.471, which is significantly below the national average of -0.755. This result demonstrates a consistent and healthy approach to academic collaboration that aligns with the low-risk standard in its environment. The absence of risk signals indicates that the institution's affiliation practices are transparent and well-governed. While multiple affiliations can be a legitimate outcome of partnerships, the institution's prudent profile confirms it is not engaging in strategic attempts to artificially inflate institutional credit or "affiliation shopping," thereby ensuring clear and honest attribution of its research output.

Rate of Retracted Output

With a Z-score of -0.493, the institution shows a very low incidence of retracted publications, consistent with the low-risk national context (Z-score -0.058). This suggests that the quality control and supervision mechanisms prior to publication are functioning effectively. A minimal rate of retractions points toward a culture of methodological rigor and responsible science, rather than indicating any systemic failure or vulnerability in the institution's integrity framework. This performance underscores a commitment to producing reliable and sound research.

Rate of Institutional Self-Citation

The institution's Z-score of 0.204 is considerably lower than the national average of 0.660, although both fall within the medium-risk category. This demonstrates a differentiated management strategy, where the institution successfully moderates a risk that appears more common across the country. A certain level of self-citation is natural, reflecting the continuity of established research lines. However, the institution's controlled rate suggests it effectively avoids creating scientific 'echo chambers' or inflating its impact through endogamous validation, ensuring its work receives sufficient external scrutiny from the global academic community.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.545 is very low, indicating exemplary performance compared to the national average of -0.195. This absence of risk signals highlights a strong due diligence process in the selection of publication channels. This proactive approach ensures that a significant portion of its scientific production is not channeled through media failing to meet international ethical or quality standards. By avoiding 'predatory' or low-quality practices, the institution protects its reputational integrity and ensures its research resources are used effectively.

Rate of Hyper-Authored Output

With a Z-score of -0.869, the institution maintains a prudent profile that is more rigorous than the national standard (-0.109). This low-risk value suggests that authorship practices are well-managed and transparent. The data indicates a clear distinction between necessary, large-scale collaboration and the risk of author list inflation. This reinforces a culture where individual accountability is upheld, steering clear of 'honorary' or political authorship practices that can dilute the meaning of contributorship.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of 0.101, while in the medium-risk range, is substantially lower than the national average of 0.400. This reflects a differentiated management approach to a common risk in its environment. A smaller gap suggests that the institution's scientific prestige is structurally robust and not overly dependent on external partners for impact. This healthy balance indicates that its excellence metrics are increasingly driven by genuine internal capacity and intellectual leadership, mitigating the sustainability risks associated with relying on exogenous prestige from collaborations.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, signaling a complete absence of hyperprolific publication patterns and far exceeding the low-risk national benchmark (-0.611). This result points to a healthy institutional culture that balances research quantity and quality. It strongly suggests that practices such as coercive authorship or data fragmentation to inflate publication counts are not present, prioritizing instead meaningful intellectual contributions and the overall integrity of the scientific record.

Rate of Output in Institutional Journals

The institution presents a very low Z-score of -0.268, which contrasts sharply with the medium-risk signal of 0.344 at the national level. This demonstrates a preventive isolation from a potentially problematic national trend. By not depending on its own journals, the institution effectively avoids conflicts of interest and the risk of academic endogamy where production might bypass independent peer review. This commitment to external validation enhances the global visibility and credibility of its research output.

Rate of Redundant Output

With a very low Z-score of -1.186, the institution clearly insulates itself from the medium-risk dynamics observed in the national system (Z-score 0.026). This indicates a strong institutional stance against the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, often known as 'salami slicing.' This focus on publishing significant, holistic research upholds the integrity of the available scientific evidence and shows respect for the academic review system by not overburdening it with fragmented outputs.