Constantine the Philosopher University in Nitra

EXECUTIVE SUMMARY AND STRATEGIC VISION

Constantine the Philosopher University in Nitra demonstrates a solid overall performance in scientific integrity, marked by significant strengths in authorship practices and research originality. The institution excels in preventing hyperprolific authorship and redundant publications, indicating a culture that prioritizes substantive contributions over sheer volume. However, this positive profile is contrasted by critical vulnerabilities related to academic endogamy, particularly an extremely high rate of publication in its own institutional journals and an elevated level of institutional self-citation. These practices, while potentially fostering a local research community, pose a direct threat to the university's mission of spreading "knowledge, wisdom, honesty and human creativity" on a broader scale. The institution's strong academic positioning, particularly its national leadership in Arts and Humanities (2nd), Psychology (2nd), and Social Sciences (4th) according to SCImago Institutions Rankings data, provides a robust foundation of intellectual capital. To fully align its practices with its mission of contributing to a global "knowledge-based society," the university should leverage these thematic strengths to foster greater international collaboration and seek external validation, thereby transforming its internal focus into a source of global impact and reinforcing its commitment to universal standards of scientific excellence.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.236 is slightly higher than the national average of -0.546, though both remain in a low-risk category. This minor difference suggests an incipient vulnerability, where the university shows early signals of a practice that, while not yet problematic, warrants observation before it escalates. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight upward trend compared to the national baseline merits a review to ensure that all affiliations are a product of genuine scientific collaboration rather than strategic attempts to inflate institutional credit.

Rate of Retracted Output

With a Z-score of 0.643, the institution presents a medium-risk profile that moderately deviates from the low-risk national standard (-0.222). This indicates a greater sensitivity to factors leading to retractions compared to its national peers. Retractions can be complex events, but a rate significantly higher than the norm suggests that pre-publication quality control mechanisms may be failing more frequently. This vulnerability in the institution's integrity culture points to a potential for recurring methodological issues or a lack of rigorous supervision that requires immediate qualitative verification by management to prevent further incidents.

Rate of Institutional Self-Citation

The university's Z-score of 1.198 is notably higher than the national average of 0.950, placing it in a position of high exposure to this risk, even though both fall within the medium-risk band. This pattern suggests a greater tendency towards scientific isolation or the formation of 'echo chambers' where research is validated internally. While a certain level of self-citation reflects the continuity of research lines, this elevated rate warns of a potential for endogamous impact inflation, where the institution's academic influence might be oversized by internal dynamics rather than by recognition from the global scientific community.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.852 is substantially higher than the national average of 0.249, indicating a high exposure to this risk factor within a shared medium-risk context. This constitutes a critical alert regarding the due diligence exercised in selecting publication venues. The data suggests that a significant portion of the university's scientific output is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and signals an urgent need to improve information literacy among researchers to avoid channeling valuable resources into 'predatory' or low-quality journals.

Rate of Hyper-Authored Output

The institution exhibits a low-risk profile (Z-score -0.848) in a national context of medium risk (0.088), demonstrating strong institutional resilience. This suggests that internal control mechanisms are effectively mitigating the systemic risks of authorship inflation observed elsewhere in the country. By maintaining low rates of hyper-authorship, the university successfully distinguishes between necessary large-scale collaboration and questionable 'honorary' authorship practices, thereby upholding individual accountability and transparency in its scientific contributions.

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

With a Z-score of 0.911, the institution's impact gap is considerably wider than the national average of 0.543, indicating a high exposure to dependency risk. This large positive gap, where overall citation impact is significantly higher than the impact of research led by the institution itself, signals a potential threat to long-term sustainability. It suggests that the university's scientific prestige may be heavily reliant on external partners, prompting a strategic reflection on whether its excellence metrics are derived from genuine internal capacity or from a supporting role in collaborations where it does not exercise intellectual leadership.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 places it in the very low-risk category, a position that is even stronger than the low-risk national standard (-0.585). This demonstrates a consistent and robust low-profile, where the absence of risk signals aligns with and improves upon the national norm. This lack of hyperprolific authors indicates a healthy institutional balance between productivity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without meaningful participation, thereby safeguarding the integrity of its scientific record.

Rate of Output in Institutional Journals

The university's Z-score of 5.791 represents a significant risk level, drastically accentuating a vulnerability that is already present at a medium level across the nation (0.985). This extreme over-reliance on its own journals is the most critical issue identified, raising serious conflict-of-interest concerns as the institution acts as both author and publisher. This practice warns of severe academic endogamy, where a substantial volume of research may be bypassing independent external peer review. It suggests the use of internal channels as 'fast tracks' to inflate publication counts without standard competitive validation, which severely limits global visibility and undermines credibility.

Rate of Redundant Output

With a Z-score of -0.895, the institution achieves a very low-risk status, effectively isolating itself from the medium-risk dynamics observed at the national level (0.244). This preventive isolation is a notable strength, demonstrating a clear commitment to research substance. By avoiding the practice of fragmenting studies into 'minimal publishable units' to artificially inflate publication counts, the university prioritizes the generation of significant new knowledge over metric-driven productivity, thereby upholding the integrity of the scientific evidence base and respecting the peer review system.