Don State Technical University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Don State Technical University presents a complex profile of scientific integrity, marked by a significant divergence between areas of exemplary governance and critical vulnerabilities. With an overall risk score of 1.439, the institution demonstrates notable strengths in maintaining intellectual leadership, avoiding authorship inflation, and ensuring its research undergoes external validation. These practices reflect a robust internal culture in specific domains. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Earth and Planetary Sciences and Energy, where it ranks 4th nationally, followed by strong positions in Environmental Science and Psychology. However, this positive performance is severely undermined by critical risk levels in Institutional Self-Citation, Redundant Output, and publication in Discontinued Journals. These practices directly threaten the university's mission to contribute to an "innovative society" through "internationalisation," as they suggest a pattern of academic isolation and a focus on quantity over quality. To align its operational reality with its strategic vision, the university must leverage its demonstrated governance strengths to implement urgent, targeted reforms in its publication and citation strategies, thereby ensuring its research excellence is both genuine and globally recognized.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -0.557, a low-risk value that contrasts favorably with the national average of 0.401. This suggests a high degree of institutional resilience, where internal control mechanisms appear to be successfully mitigating systemic risks prevalent in the country. While the national context shows a moderate tendency towards practices that could signal strategic "affiliation shopping" to inflate institutional credit, the university maintains a more controlled and transparent profile. This indicates that its policies effectively govern researcher affiliations, ensuring they reflect legitimate scientific collaboration rather than metric-driven opportunism.

Rate of Retracted Output

With a Z-score of 0.418, the university shows a moderate risk level that is slightly higher than the national average of 0.228. This indicates a higher exposure to the factors that can lead to retractions. A rate significantly higher than the national baseline alerts to a potential vulnerability in the institution's integrity culture. It suggests that quality control mechanisms prior to publication may be failing more frequently than at peer institutions, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard the scientific record.

Rate of Institutional Self-Citation

The university's Z-score of 8.743 is a global red flag, drastically exceeding the already significant national average of 2.800. This result indicates that the institution leads in risk metrics within a country already highly compromised in this area. Such a disproportionately high rate signals a critical level of scientific isolation, creating an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice points to a severe risk of endogamous impact inflation, suggesting that the institution's perceived academic influence is dangerously oversized by internal dynamics rather than by genuine recognition from the global scientific community.

Rate of Output in Discontinued Journals

The institution displays a Z-score of 3.657, a significant risk level that accentuates the vulnerabilities already present in the national system, which has a moderate score of 1.015. This high proportion of publications in discontinued journals constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. The data indicates that a significant portion of the university's scientific production is being channeled through media that do not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for information literacy training to prevent the waste of resources on 'predatory' or low-quality publication practices.

Rate of Hyper-Authored Output

With a Z-score of -1.290, the institution demonstrates a very low risk, performing even better than the low-risk national average of -0.488. This low-profile consistency shows that the absence of risk signals for authorship inflation aligns with, and improves upon, the national standard. This result indicates that the university's authorship practices are well-governed, effectively distinguishing between necessary collaboration and questionable 'honorary' authorship, thereby maintaining individual accountability and transparency in its research output.

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

The university's Z-score of -1.697 represents a very low-risk profile, signifying a major institutional strength. This result indicates a state of preventive isolation, as the center does not replicate the risk dynamics of dependency observed in its environment, where the national average is a moderate-risk 0.389. A low value in this indicator is highly positive, suggesting that the institution's scientific prestige is structural and derived from its own internal capacity. This demonstrates that its excellence metrics result from genuine intellectual leadership, ensuring long-term scientific sustainability rather than a reliance on external partners.

Rate of Hyperprolific Authors

The institution maintains a Z-score of -0.718, reflecting a prudent profile that is more rigorous than the national standard of -0.570. Both scores are in the low-risk category, but the university's lower value suggests a more effective management of research productivity. This indicates a healthy balance between quantity and quality, successfully avoiding the risks associated with extreme publication volumes, such as coercive authorship or the assignment of credit without real participation. The data points to an environment where the integrity of the scientific record is prioritized over the inflation of metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the university shows a very low risk, demonstrating a clear preventive isolation from national trends, where the average is a moderate-risk 0.979. This indicates that the institution does not replicate the risk dynamics of academic endogamy observed elsewhere in the country. By avoiding excessive dependence on its own journals, the university ensures its scientific production undergoes independent external peer review. This practice not only mitigates conflicts of interest but also enhances the global visibility and competitive validation of its research, steering clear of using internal channels as 'fast tracks' to inflate publication counts.

Rate of Redundant Output

The institution's Z-score of 8.990 is a global red flag, positioning it as a leader in risk metrics within a country already facing a significant challenge in this area (national average of 2.965). This extremely high value alerts to a systemic practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, commonly known as 'salami slicing.' This behavior severely distorts the available scientific evidence and overburdens the review system, indicating a culture that prioritizes volume of output over the generation of significant new knowledge, which is fundamentally at odds with the principles of scientific integrity.