Astrakhan State Medical University

Region/Country

Eastern Europe
Russian Federation
Universities and research institutions

Overall

0.021

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-1.355 0.401
Retracted Output
0.014 0.228
Institutional Self-Citation
1.727 2.800
Discontinued Journals Output
0.401 1.015
Hyperauthored Output
-0.281 -0.488
Leadership Impact Gap
1.966 0.389
Hyperprolific Authors
-0.548 -0.570
Institutional Journal Output
-0.268 0.979
Redundant Output
-0.339 2.965
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Astrakhan State Medical University demonstrates a robust scientific integrity profile, reflected in an overall risk score of 0.021, which indicates a very low level of exposure to questionable research practices. The institution's primary strengths lie in its effective governance, which successfully insulates it from several high-risk trends prevalent at the national level, particularly regarding redundant publications, multiple affiliations, and the use of institutional journals. However, areas requiring strategic attention include a medium-level rate of institutional self-citation and, most notably, a significant gap between its overall research impact and the impact of work where it holds intellectual leadership. According to SCImago Institutions Rankings data, the university holds a strong national position in its core field, ranking 44th in the Russian Federation for Medicine. While a specific institutional mission was not available for this analysis, the current risk profile suggests a strong alignment with universal principles of academic excellence. The main challenge to this mission is the identified dependency on external partners for impact, which could hinder long-term, sustainable growth. To solidify its standing, the university is advised to focus on initiatives that cultivate internal research leadership, transforming its collaborative success into structural, self-driven capacity and ensuring its reputation for excellence is built on a foundation of sovereign scientific contribution.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -1.355, in stark contrast to the national average of 0.401. This result indicates a dynamic of preventive isolation, where the university does not replicate the risk patterns observed in its national environment. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university’s very low score suggests strong internal governance and clear affiliation policies, effectively preventing the use of "affiliation shopping" and ensuring that institutional credit is attributed with precision and integrity.

Rate of Retracted Output

With a Z-score of 0.014, the institution operates at a lower risk level than the national average of 0.228. This demonstrates a differentiated management approach, where the university successfully moderates a risk that is common within the country. Retractions are complex; some signify responsible supervision and the correction of honest errors, while a systemically high rate can point to failures in pre-publication quality control. In this context, the university's contained rate suggests that its integrity culture and methodological rigor are more effective than the national standard, although the presence of any signal warrants ongoing monitoring of its quality assurance mechanisms.

Rate of Institutional Self-Citation

The university's Z-score for this indicator is 1.727, a medium-level risk that is nonetheless managed with relative containment compared to the country's significant-risk average of 2.800. This suggests that while the institution is not entirely immune to insular citation patterns, it operates with more external orientation than the national norm. A certain degree of self-citation is natural, but high rates can create 'echo chambers' and artificially inflate impact. The university's score, while better than its environment, still serves as a warning to actively promote external validation and avoid the risk of endogamous impact, ensuring its academic influence is recognized by the global community, not just internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.401 is considerably lower than the national average of 1.015, indicating differentiated management of this risk. This suggests the university is more discerning in its choice of publication venues than many of its national peers. A high proportion of publications in discontinued journals is a critical alert, often indicating that research is channeled through outlets failing to meet international ethical or quality standards. By moderating this risk, the university better protects itself from the severe reputational damage associated with 'predatory' practices, though continued information literacy efforts are essential to fully safeguard its resources and scientific output.

Rate of Hyper-Authored Output

With a Z-score of -0.281, the institution shows a slightly higher tendency for this indicator than the national average of -0.488, despite both being in a low-risk category. This minor difference points to an incipient vulnerability that warrants review before it escalates. While extensive author lists are legitimate in 'Big Science,' their appearance in other contexts can signal author list inflation, which dilutes individual accountability. The university's current level is not alarming, but it serves as a signal to ensure that authorship practices remain transparent and are based on meaningful contribution rather than 'honorary' or political attributions.

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

The university exhibits a Z-score of 1.966, a figure that indicates high exposure to this risk, especially when compared to the national average of 0.389. This wide positive gap suggests that the institution's scientific prestige is significantly dependent on external partners and is not yet fully structural. A high value here is a critical indicator of a sustainability risk, raising questions about whether its strong excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership. This finding invites urgent reflection on strategies to build and showcase its own research-leading capabilities.

Rate of Hyperprolific Authors

The institution's Z-score of -0.548 is nearly identical to the national average of -0.570, reflecting a state of statistical normality. This alignment indicates that the university's productivity patterns are as expected for its context and do not show signs of extreme outliers. While high productivity can be a sign of leadership, extreme volumes can challenge the limits of meaningful intellectual contribution. The university's low-risk score suggests a healthy balance between quantity and quality, with no evidence of systemic issues like coercive authorship or authorship being assigned without real participation.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the university shows a very low reliance on its own journals, standing in sharp contrast to the national medium-risk average of 0.979. This demonstrates a clear case of preventive isolation, where the institution avoids a practice that is more common in its environment. Over-reliance on in-house journals can create conflicts of interest and academic endogamy by bypassing independent external peer review. The university's commitment to publishing in external venues strengthens its global visibility and confirms that its scientific production is validated through standard, competitive channels rather than internal 'fast tracks'.

Rate of Redundant Output

The institution's Z-score of -0.339 places it in a low-risk category, functioning as an effective filter against a practice for which the country has a significant-risk Z-score of 2.965. This stark difference highlights a major institutional strength. A high rate of bibliographic overlap, or 'salami slicing,' indicates a practice of fragmenting studies into minimal units to artificially inflate publication counts, which distorts the scientific record. The university's ability to act as a firewall against this national trend demonstrates a profound commitment to producing coherent, significant knowledge over prioritizing volume, thereby upholding the integrity of its research output.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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