Bayburt University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Bayburt University presents a robust scientific integrity profile, with an overall risk score of -0.447 that indicates a performance significantly stronger than the global average. The institution demonstrates exceptional strengths in maintaining very low-risk levels for multiple affiliations, retracted output, hyper-authorship, hyperprolific authors, output in institutional journals, and redundant output, often outperforming national standards. These results are foundational to its mission of fostering responsible leadership and qualified research. Key areas of academic strength, as evidenced by SCImago Institutions Rankings data, include Agricultural and Biological Sciences, Chemistry, and Psychology, where the university holds competitive national rankings. However, two areas require strategic attention: a medium-risk exposure to publication in discontinued journals, which mirrors a national trend, and a notable gap between its overall research impact and the impact of work led by its own researchers. These vulnerabilities could subtly undermine the mission's emphasis on producing knowledge for social benefit and developing local conditions through its own qualified programs. To fully align its operational practice with its strategic vision, the university is encouraged to focus on enhancing information literacy for journal selection and developing policies that foster greater internal research leadership, thereby solidifying its already impressive foundation of integrity and excellence.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution demonstrates an exceptionally low risk in this area, with a Z-score of -1.323, which is significantly better than the country's low-risk score of -0.526. This low-profile consistency indicates that the university's operational practices are well-aligned with national standards for transparency in affiliations, and in fact, exceed them. The near absence of risk signals suggests that the institution's collaborations are clear and not indicative of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reinforcing a culture of straightforward academic partnership.

Rate of Retracted Output

With a Z-score of -0.390, the institution maintains a very low rate of retracted publications, performing better than the national average of -0.173. This result provides strong evidence of effective quality control mechanisms prior to publication. The absence of significant risk signals in this indicator is consistent with the national standard, suggesting that the institution's integrity culture and methodological rigor are robust, successfully preventing the kind of systemic failures or recurring malpractice that a higher rate would imply.

Rate of Institutional Self-Citation

The institution's Z-score for self-citation is -0.293, a low-risk value that is notably more conservative than the country's average of -0.119. This prudent profile suggests that the university manages its citation practices with greater rigor than the national standard. A certain level of self-citation is natural, but by keeping this rate low, the institution effectively avoids the risk of creating scientific 'echo chambers' or endogamous impact inflation. This indicates that its academic influence is healthily validated by the broader external community rather than being oversized by internal dynamics.

Rate of Output in Discontinued Journals

The university's Z-score of 0.213 places it at a medium risk level for publishing in discontinued journals, a figure that is nearly identical to the national average of 0.179. This alignment points to a systemic pattern, suggesting that the risk likely reflects shared practices or a widespread lack of information literacy at a national level. This indicator serves as a critical alert regarding due diligence in selecting dissemination channels. A significant portion of scientific production channeled through media that do not meet international ethical or quality standards exposes the institution to severe reputational risks and signals an urgent need to improve guidance for researchers to avoid wasting resources on 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

Bayburt University shows a Z-score of -1.351, indicating a very low risk of hyper-authorship, which contrasts sharply with the medium-risk level observed nationally (0.074). This demonstrates a form of preventive isolation, where the institution does not replicate the risk dynamics prevalent in its environment. This is a strong positive signal that the university's research culture, outside of legitimate 'Big Science' contexts, effectively discourages author list inflation and promotes clear individual accountability, thereby distinguishing its practices from potentially 'honorary' or political authorship.

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

The institution exhibits a Z-score of 0.865, a medium-risk signal that represents a moderate deviation from the low-risk national average of -0.064. This indicates a greater sensitivity to this particular risk factor compared to its national peers. A wide positive gap, where global impact is high but the impact of institution-led research is low, signals a potential sustainability risk. It suggests that the university's scientific prestige may be dependent and exogenous, inviting critical reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership.

Rate of Hyperprolific Authors

With a Z-score of -1.413, the institution shows a near-complete absence of hyperprolific authors, a very low-risk signal that is substantially stronger than the country's low-risk score of -0.430. This low-profile consistency with the national standard, and its superior performance within it, points to a healthy institutional balance between quantity and quality. The data suggests an environment that does not incentivize extreme publication volumes, thereby mitigating risks such as coercive authorship or the assignment of credit without real participation, and prioritizing the integrity of the scientific record over raw metrics.

Rate of Output in Institutional Journals

The university's Z-score of -0.268 indicates a very low rate of publication in its own journals, a stark and positive contrast to the medium-risk national average of 0.119. This finding suggests a successful preventive isolation from a common national risk. By avoiding dependence on in-house journals, the institution effectively sidesteps potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production is validated through independent external peer review, which is crucial for limiting the use of internal channels as 'fast tracks' and enhancing global visibility.

Rate of Redundant Output

The institution's Z-score of -0.669 reflects a very low risk of redundant output, a stronger performance than the already low-risk national average of -0.245. This low-profile consistency demonstrates a commendable adherence to research best practices. The absence of signals for this indicator suggests that the university's researchers are not engaging in 'salami slicing'—the practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity. Instead, the focus appears to be on contributing significant and complete new knowledge, which strengthens the scientific record and respects the academic review system.