Gdansk University of Physical Education and Sport

EXECUTIVE SUMMARY AND STRATEGIC VISION

Gdansk University of Physical Education and Sport presents a robust scientific integrity profile, marked by an overall risk score of -0.240. This indicates a general alignment with best practices, although specific areas warrant strategic attention. The institution's primary strengths lie in its exceptionally low rates of retracted output, hyper-authored publications, redundant publications, and output in institutional journals, demonstrating a strong culture of quality control and a commitment to external validation that significantly outperforms national trends. However, moderate risks are identified in the areas of Multiple Affiliations and Institutional Self-Citation, where the university's rates exceed the national average, suggesting a need to review policies governing author credit and internal citation practices. These findings are particularly relevant in the context of the university's recognized thematic strengths in areas such as Medicine, Social Sciences, and Biochemistry, Genetics and Molecular Biology, as per SCImago Institutions Rankings data. While the institution's specific mission was not available for this analysis, the identified vulnerabilities could challenge core academic values of excellence and social responsibility; practices that suggest impact inflation or academic insularity are fundamentally at odds with the pursuit of transparent, globally recognized knowledge. It is recommended that the university leverage its considerable strengths in research integrity to proactively manage these moderate risks, thereby reinforcing its position as a leader in responsible and high-impact science.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.899 in this indicator, a noticeable contrast to the national average of -0.755. This moderate deviation suggests the university is more sensitive than its national peers to practices involving multiple institutional credits. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review. It may signal strategic attempts to inflate institutional credit or "affiliation shopping," a dynamic that could dilute the university's unique contribution and requires closer monitoring to ensure all affiliations are transparent and substantively justified.

Rate of Retracted Output

With a Z-score of -0.540, the institution demonstrates an exceptionally low rate of retracted publications, performing even better than the low-risk national average of -0.058. This low-profile consistency is a strong positive signal. It suggests that the university's quality control and supervision mechanisms prior to publication are highly effective. This absence of risk signals, aligning with and surpassing the national standard, points to a mature and robust culture of integrity where methodological rigor is prioritized, minimizing the need for post-publication corrections and reinforcing its reputation for reliable research.

Rate of Institutional Self-Citation

The university's Z-score for institutional self-citation is 1.096, which is notably higher than the national average of 0.660, even though both fall within a medium-risk context. This indicates a high exposure to the potential downsides of this practice. While a certain level of self-citation reflects the continuity of research lines, this disproportionately high rate signals a potential for concerning scientific isolation. It creates a risk of operating within an 'echo chamber' where the institution's academic influence may be oversized by internal dynamics rather than validated by the broader global community, potentially leading to an endogamous inflation of impact.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.053 for publications in discontinued journals is slightly higher than the national average of -0.195, though both remain in a low-risk category. This subtle difference points to an incipient vulnerability that warrants review before it escalates. A higher rate of publication in journals that cease to meet international standards can expose the institution to reputational damage. This signal suggests a need to reinforce information literacy and due diligence processes among researchers to ensure they consistently select high-quality, reputable dissemination channels and avoid wasting resources on predatory or low-impact venues.

Rate of Hyper-Authored Output

The institution shows a Z-score of -1.139, indicating a very low incidence of hyper-authored publications, which is significantly below the national average of -0.109. This low-profile consistency reflects excellent scientific practice. By avoiding the inflation of author lists outside of legitimate "Big Science" contexts, the university upholds individual accountability and transparency. This absence of risk signals, in alignment with a secure national standard, suggests that authorship is awarded based on meaningful contribution, effectively mitigating the risk of 'honorary' or political authorship practices.

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

The university demonstrates significant institutional resilience with a Z-score of -0.253, contrasting sharply with the national average of 0.400, which indicates a systemic risk. While many institutions in the country may rely on external partners for impact, this university shows a minimal gap, suggesting its scientific prestige is structural and not dependent on exogenous leadership. This result indicates that the institution's control mechanisms are effectively mitigating a broader national trend, proving that its high-impact research is a direct result of its own internal capacity and intellectual leadership, which is a key marker of sustainability.

Rate of Hyperprolific Authors

With a Z-score of -0.564, the institution's rate of hyperprolific authors is statistically normal and almost identical to the national average of -0.611. This alignment indicates that the university's research environment fosters a healthy and sustainable level of productivity. The risk level is as expected for its context, suggesting an appropriate balance between quantity and quality. This avoids the potential pitfalls of extreme individual publication volumes, such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.

Rate of Output in Institutional Journals

The institution exhibits a pattern of preventive isolation, with a Z-score of -0.268 in a context where the national average is 0.344. This means the university does not replicate the risk dynamics observed across the country regarding the use of in-house journals. By heavily favoring external publication channels, the institution avoids potential conflicts of interest and academic endogamy. This commitment to independent, external peer review enhances the global visibility and credibility of its research, signaling that it does not rely on internal 'fast tracks' to inflate productivity without standard competitive validation.

Rate of Redundant Output

The university again demonstrates preventive isolation from national risk dynamics, with an exceptionally low Z-score of -1.186 compared to the country's medium-risk score of 0.026. This stark difference is a testament to a strong institutional culture that values substantive contributions over volume. The near absence of redundant publications indicates that researchers are not engaging in 'salami slicing'—the practice of fragmenting a single study into multiple minimal units to inflate productivity. This upholds the integrity of the scientific evidence base and shows a commitment to producing significant new knowledge rather than overburdening the review system.