South West University Neofit Rilski

EXECUTIVE SUMMARY AND STRATEGIC VISION

South West University Neofit Rilski presents a balanced scientific integrity profile, with an overall risk score of -0.049 that indicates general alignment with expected behavioral patterns. The institution demonstrates significant strengths in maintaining low-risk practices, particularly in areas concerning authorship and publication channels. Key areas of excellence include a very low Rate of Hyperprolific Authors, an almost non-existent Rate of Output in Institutional Journals, and a minimal Rate of Multiple Affiliations, suggesting a robust internal culture that prioritizes research quality and international standards over metric inflation. These strengths are particularly notable as they often run counter to prevailing national trends. However, areas requiring strategic attention emerge in the medium-risk category, specifically a high dependency on external collaboration for impact (Gap between Impact of total output and the impact of output with leadership) and a notable tendency towards Redundant Output (Salami Slicing). Thematically, the university shows strong national positioning according to SCImago Institutions Rankings data, ranking 2nd in Bulgaria for Arts and Humanities and 4th for Social Sciences. While the institution's specific mission was not available for this analysis, the identified risks, such as potential data fragmentation and impact dependency, could challenge the universal academic missions of achieving genuine research excellence and upholding social responsibility through robust, original contributions. A strategic focus on fostering intellectual leadership and rewarding substantive, non-redundant research would further solidify the university's strong foundation and align its operational practices with its clear thematic strengths.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -1.509, which is significantly lower than the national average of -0.068. This result 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. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's very low score indicates that its affiliation practices are transparent and free from any signs of "affiliation shopping," reflecting a clear and unambiguous assignment of institutional credit for its research output.

Rate of Retracted Output

With a Z-score of -0.108, the institution's rate of retractions is slightly higher than the national average of -0.191, though both fall within the low-risk category. This minor divergence points to an incipient vulnerability. Retractions are complex events, and a low rate is generally positive. However, a rate that is slightly less favorable than the national benchmark suggests that pre-publication quality control mechanisms, while largely effective, may have minor inconsistencies that warrant review. It serves as a precautionary signal to reinforce supervision and methodological rigor to prevent any potential escalation, ensuring that the institutional culture of integrity remains robust.

Rate of Institutional Self-Citation

The university's Z-score for institutional self-citation is 0.805, which, while indicating a medium risk level, is notably lower than the national average of 1.380. This suggests a pattern of differentiated management, 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 research lines. However, the university's ability to keep this rate below the national trend indicates a healthier balance between internal consolidation and external validation, mitigating the risk of creating scientific 'echo chambers' and ensuring its work is subject to sufficient external scrutiny rather than relying on endogamous impact inflation.

Rate of Output in Discontinued Journals

The institution registers a Z-score of 0.473 in this indicator, a medium-risk value that is nonetheless more favorable than the national average of 0.691. This reflects a differentiated management of publication risks compared to its national peers. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels, often pointing to engagement with predatory or low-quality media. By maintaining a lower rate than the national standard, the university demonstrates a more effective process for vetting publication venues, thereby better protecting its resources and reputation from the risks associated with substandard publishing practices.

Rate of Hyper-Authored Output

With a Z-score of -0.514, the institution shows a low risk of hyper-authorship, contrasting sharply with the medium-risk national average of 0.149. This demonstrates strong institutional resilience, as internal control mechanisms appear to effectively mitigate systemic risks present in the wider environment. Outside of "Big Science" contexts, high rates of hyper-authorship can indicate author list inflation, which dilutes individual accountability. The university's low score suggests a culture that promotes transparency and meaningful contributions, successfully acting as a firewall against national tendencies toward honorary or political authorship practices.

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

The institution's Z-score of 1.869 is significantly higher than the national average of 0.831, indicating high exposure to the risk of impact dependency. This wide positive gap suggests that while the university's overall impact is notable, the impact of research where it holds intellectual leadership is comparatively low. This signals a potential sustainability risk, as its scientific prestige appears to be highly dependent and exogenous. The score suggests that the institution is more prone than its national peers to achieving excellence metrics through strategic positioning in collaborations rather than from its own structural capacity, inviting a strategic reflection on how to foster greater internal leadership in high-impact research.

Rate of Hyperprolific Authors

The university's Z-score of -1.413 is exceptionally low, far below the already low national average of -0.770. This indicates a low-profile consistency and a complete absence of risk signals in this area. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or a focus on quantity over quality. The institution's score demonstrates a strong commitment to research integrity, fostering an environment where the balance between productivity and substantive scientific contribution is well-maintained and the integrity of the scientific record is prioritized.

Rate of Output in Institutional Journals

The institution shows a Z-score of -0.268, a very low value that stands in stark contrast to the medium-risk national average of 1.113. This signals a clear case of preventive isolation, where the university does not replicate the risk dynamics observed in its environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy, bypassing independent external peer review. The university's minimal reliance on its own journals demonstrates a strong commitment to global visibility and competitive validation, ensuring its research is assessed by international standards rather than being channeled through internal 'fast tracks'.

Rate of Redundant Output

With a Z-score of 1.991, the institution's rate of redundant output is substantially higher than the national average of 0.832, signaling high exposure to this risk. This indicates that the university is more prone than its peers to practices that may artificially inflate productivity. Massive bibliographic overlap between publications often points to data fragmentation or 'salami slicing,' where a single study is divided into minimal publishable units. This high value serves as a critical alert, suggesting a need to review institutional incentives that may prioritize publication volume over the generation of significant, coherent new knowledge, as such practices can distort the scientific evidence base.