Maritime University of Szczecin

EXECUTIVE SUMMARY AND STRATEGIC VISION

The Maritime University of Szczecin demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.609. This performance indicates a general alignment with best practices and a low prevalence of systemic vulnerabilities. The institution's primary strengths lie in its exceptionally low rates of retracted output, hyperprolific authorship, and multiple affiliations, alongside a commendable avoidance of publishing in its own institutional journals, which sets it apart from national trends. However, areas requiring strategic attention include a medium-risk tendency towards institutional self-citation and a noticeable gap between the impact of its total output and that of research where it holds a leadership role. According to SCImago Institutions Rankings data, the university's key thematic strengths are concentrated in Engineering, Mathematics, Computer Science, and Energy. While the institution's specific mission was not provided for this analysis, any commitment to academic excellence and social responsibility is fundamentally supported by a culture of high scientific integrity. The identified risks, though moderate, could challenge these values by suggesting a degree of academic insularity or a dependency on external partners for impact. By leveraging its strong foundational integrity to address these specific vulnerabilities, the university can further solidify its reputation for producing rigorous, independent, and globally recognized research.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -1.760, significantly lower than the national average of -0.755. This demonstrates a low-profile consistency, where the complete absence of risk signals in this area aligns with, and even surpasses, the low-risk standard observed nationally. This strong performance indicates that the university's affiliation practices are clear and transparent, avoiding patterns that could be interpreted as strategic attempts to inflate institutional credit or "affiliation shopping." The data suggests a well-governed system where researcher affiliations are managed with integrity, reinforcing the institution's reputation for straightforward and ethical academic conduct.

Rate of Retracted Output

With a Z-score of -0.775, the institution shows a near-total absence of retracted publications, a figure that is markedly better than the national average of -0.058. This result points to a consistent and effective quality control environment. The institution's performance suggests that its pre-publication review and supervision mechanisms are robust, successfully preventing the types of unintentional errors or methodological flaws that can lead to retractions. This very low rate is a strong indicator of a healthy integrity culture and a commitment to high standards of methodological rigor across its research activities.

Rate of Institutional Self-Citation

The institution presents a Z-score of 0.792, which is higher than the national average of 0.660. This value indicates a high exposure to this particular risk factor, suggesting the center is more prone to developing concerning citation patterns than its national peers. A certain level of self-citation is natural and reflects the continuity of established research lines; however, disproportionately high rates can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This high value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than global community recognition.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.164 is nearly identical to the national average of -0.195, indicating a level of risk that is statistically normal for its context. This alignment suggests that the university's exposure to discontinued journals is typical and does not represent an institutional anomaly. While any presence in such journals warrants attention, the current rate does not signal a systemic failure in due diligence. Nevertheless, it underscores the ongoing importance of information literacy and providing researchers with the tools to select high-quality, reputable dissemination channels to avoid reputational risks associated with 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

With a Z-score of -0.958, the institution demonstrates a prudent profile that is significantly more conservative than the national average of -0.109. This indicates that the university manages its authorship attribution processes with greater rigor than the national standard. The data suggests a commendable resistance to practices like author list inflation or the inclusion of 'honorary' authorships. By maintaining low rates of hyper-authorship, the institution promotes individual accountability and transparency, ensuring that credit is assigned appropriately and reflecting a culture that values meaningful contribution over inflated metrics.

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

The institution's Z-score of 0.446 is closely aligned with the national average of 0.400. This proximity suggests a systemic pattern, where the observed risk level likely reflects shared practices or structural conditions prevalent at a national level. The score points to a moderate sustainability risk, as it indicates that a significant portion of the institution's scientific prestige may be dependent on collaborations where it does not exercise intellectual leadership. This invites strategic reflection on whether its high-impact metrics result from genuine internal capacity or from strategic positioning in partnerships, highlighting a need to foster and promote research where institutional authors take the lead.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, positioning it well below the national average of -0.611. This result signals a consistent and healthy research environment, free from the pressures that can lead to extreme publication volumes. The absence of hyperprolific authors suggests a strong institutional focus on the quality and substance of research over sheer quantity. This effectively mitigates risks such as coercive authorship or 'salami slicing,' and reinforces a culture where meaningful intellectual contribution is prioritized, ensuring the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution shows a Z-score of -0.268, which stands in stark and positive contrast to the national average of 0.344. This demonstrates a clear case of preventive isolation, where the university successfully avoids a risk dynamic that appears more common at the national level. By minimizing its reliance on in-house journals, the institution effectively mitigates potential conflicts of interest where it might act as both judge and party. This approach strengthens its commitment to independent external peer review, enhances the global visibility of its research, and avoids the risk of academic endogamy, reinforcing the credibility and competitiveness of its scientific output.

Rate of Redundant Output

With a Z-score of -0.277, the institution shows a low rate of redundant output, contrasting with the medium-risk national average of 0.026. This performance highlights institutional resilience, suggesting that internal control mechanisms are effectively mitigating a systemic risk that is more prevalent in the country. The low score indicates that the university's researchers are not engaging in 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This commitment to publishing complete and significant work protects the integrity of the scientific evidence base and demonstrates a focus on meaningful knowledge contribution over metric inflation.