Azerbaijan University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Azerbaijan University presents a profile of pronounced contrasts, with an overall risk score of 2.344 reflecting a combination of exceptional strengths in research integrity and critical vulnerabilities that require immediate attention. The institution demonstrates robust internal quality controls, evidenced by very low-risk indicators in Retracted Output, the Gap between global and led impact, and Output in Institutional Journals. These strengths suggest a solid foundation in core academic governance. However, this is offset by significant risks in Multiple Affiliations, Output in Discontinued Journals, Hyperprolific Authors, and Redundant Output, which point to systemic pressures favouring publication volume over quality and strategic rigour. According to SCImago Institutions Rankings data, the university shows a notable strength in Mathematics, where it ranks 4th in the country. This performance in a core scientific discipline is commendable, yet the identified integrity risks directly challenge the university's mission to "prepare professionals meeting modern standards" and uphold "social responsibility." A culture that tolerates hyper-prolificity or publication in predatory journals undermines the very essence of academic excellence and responsible conduct. The university is therefore encouraged to leverage its proven capacity for internal control to develop and enforce clear policies on authorship, publication venue selection, and research ethics, thereby aligning its operational practices with its stated mission and securing its long-term reputation.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The university's Z-score of 9.242 is significantly elevated compared to the national medium-risk average of 2.744, indicating that the institution not only reflects but actively amplifies a national vulnerability. This dynamic suggests that the university is a key driver of this trend within the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, such a disproportionately high rate can signal strategic attempts to inflate institutional credit or "affiliation shopping." This accentuation of risk warrants a review of affiliation policies to ensure they reflect genuine collaboration rather than metric-driven strategies.

Rate of Retracted Output

With a Z-score of -0.578, the university demonstrates a very low risk of retracted publications, positioning it in a state of preventive isolation from the medium-risk dynamics observed nationally (Z-score: 0.105). This strong performance indicates that the institution's internal quality control mechanisms are effectively shielding it from the systemic issues leading to retractions elsewhere. This result signifies responsible supervision and a robust integrity culture, suggesting that pre-publication review processes are successfully preventing the types of methodological flaws or potential malpractice that might otherwise compromise the scientific record.

Rate of Institutional Self-Citation

The institution exhibits a medium risk with a Z-score of 1.821, which demonstrates relative containment when compared to the country's significant-risk average of 2.529. This suggests that although some signals of internal citation patterns exist, the university operates with more control and external engagement than the national norm. A certain level of self-citation is natural, reflecting the continuity of research lines. However, by maintaining a rate below the critical national average, the institution mitigates the more severe risks of creating scientific "echo chambers" and ensures its academic influence is less susceptible to the endogamous impact inflation that appears to be a systemic issue in its environment.

Rate of Output in Discontinued Journals

The university's Z-score of 4.176 is a critical alert, significantly amplifying the medium-risk trend seen at the national level (Z-score: 1.776). This high proportion of publications in discontinued journals indicates a systemic failure in due diligence when selecting dissemination channels. This practice exposes the institution to severe reputational damage, as it suggests that a substantial part of its scientific output is being channeled through media that fail to meet international ethical or quality standards. There is an urgent need for institutional guidance and information literacy to prevent the waste of resources on "predatory" or low-quality publishing practices.

Rate of Hyper-Authored Output

With a Z-score of -1.115, the university maintains a prudent profile that is slightly more rigorous than the national low-risk standard of -0.980. This indicates that the institution's authorship practices are well-managed and align with international norms. This performance effectively mitigates the risks of author list inflation, which can dilute individual accountability and transparency. The university's approach appears to successfully distinguish between necessary large-scale collaboration and questionable "honorary" authorship practices.

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

The university's Z-score of -1.108 places it in a very low-risk category, demonstrating a clear preventive isolation from the medium-risk national average of 0.270. This outstanding result indicates that the institution's scientific prestige is built on a sustainable, internal foundation rather than being dependent on external partners. A low gap suggests that the university's excellence metrics are the result of genuine internal capacity and intellectual leadership, ensuring that its impact is both structural and self-sufficient, a key indicator of scientific maturity.

Rate of Hyperprolific Authors

There is a severe discrepancy between the university's Z-score of 6.681 and the country's low-risk average of -0.150. This makes the institution a critical anomaly within its national context, signaling risk activity that is highly atypical and requires an urgent and deep integrity assessment. While high productivity can be legitimate, extreme individual publication volumes challenge the limits of meaningful intellectual contribution. This indicator warns of a potential imbalance between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or honorary authorship—dynamics that prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The university's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony with an environment of maximum scientific security on this indicator. This alignment demonstrates that the institution avoids over-reliance on its own journals, thus mitigating potential conflicts of interest and risks of academic endogamy. By ensuring its research undergoes independent external peer review, the university strengthens its global visibility and validates its scientific output through standard competitive channels, reinforcing a culture of transparency and quality.

Rate of Redundant Output

With a Z-score of 2.748, the university significantly accentuates the medium-risk vulnerability present in the national system (Z-score: 1.739). This high value is a strong alert for the practice of "salami slicing," where a single coherent study may be fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the scientific evidence available to the community but also overburdens the peer-review system, signaling a culture that may prioritize publication volume over the generation of significant and impactful new knowledge.