| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.881 | 0.401 |
|
Retracted Output
|
-0.418 | 0.228 |
|
Institutional Self-Citation
|
4.907 | 2.800 |
|
Discontinued Journals Output
|
1.886 | 1.015 |
|
Hyperauthored Output
|
-1.359 | -0.488 |
|
Leadership Impact Gap
|
0.557 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
6.171 | 2.965 |
Polzunov Altai State Technical University presents a dual profile in scientific integrity, with an overall score of 0.509 reflecting both significant strengths and critical vulnerabilities. The institution demonstrates exceptional control and robust governance in several key areas, maintaining very low-risk levels in the rates of Multiple Affiliations, Retracted Output, Hyper-Authored Output, Hyperprolific Authors, and Output in Institutional Journals. These results indicate a solid operational foundation. However, this positive performance is severely counterbalanced by significant, high-risk alerts in Institutional Self-Citation and Redundant Output, where the university's metrics not only signal internal issues but also markedly exceed the already compromised national averages. According to SCImago Institutions Rankings data, the university holds a recognized position in Physics and Astronomy. While the institution's specific mission was not localized for this analysis, the identified risks of endogamous impact inflation and data fragmentation pose a direct threat to universal academic values of excellence and social responsibility. These practices can undermine the credibility of its research and diminish its contribution to the global scientific community. The strategic priority should be to leverage its clear operational strengths to implement targeted interventions that correct these specific publication and citation behaviors, ensuring its recognized thematic capabilities are built upon a foundation of unquestionable scientific rigor and transparency.
The institution's Z-score of -0.881 indicates a very low rate of multiple affiliations, in stark contrast to the moderate-risk national average of 0.401. This demonstrates a clear operational divergence from the national context, suggesting the university effectively insulates itself from the risk dynamics observed in its environment. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's low-profile consistency in this area points to a stable and well-defined research staff, avoiding practices that could dilute institutional identity or create ambiguity in research attribution.
With a Z-score of -0.418, the university maintains a very low rate of retracted output, positioning it favorably against the moderate-risk national environment (Z-score: 0.228). This result suggests a preventive isolation, where the institution does not replicate the systemic vulnerabilities observed elsewhere in the country. A high rate of retractions can suggest that quality control mechanisms prior to publication may be failing. The university's excellent performance here indicates that its internal supervision and methodological rigor are effective, safeguarding its scientific reputation and demonstrating a strong culture of integrity.
The institution's rate of self-citation is alarmingly high, with a Z-score of 4.907 that significantly surpasses the already critical national average of 2.800. This finding represents a global red flag, indicating that the university leads this risk metric in a country already highly compromised. A certain level of self-citation is natural, but these disproportionately high rates signal a concerning scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice of endogamous impact inflation suggests the institution's academic influence may be artificially oversized by internal dynamics rather than by recognition from the global community, a situation that demands urgent review.
With a Z-score of 1.886, the institution shows a greater propensity for publishing in discontinued journals compared to the national average of 1.015. This indicates a high exposure to risk, suggesting the center is more prone to showing alert signals than its environment. A high proportion of output in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels, as it indicates that a significant portion of scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for improved information literacy to avoid wasting resources on 'predatory' or low-quality publications.
The institution's Z-score of -1.359 reflects a very low rate of hyper-authored publications, a figure that aligns with and even improves upon the low-risk national standard (Z-score: -0.488). This low-profile consistency, where the absence of risk signals mirrors the national norm, suggests that authorship practices are transparent and accountable. It indicates a healthy research culture that effectively distinguishes between necessary massive collaboration and 'honorary' authorship, ensuring that individual accountability is not diluted and credit is assigned appropriately.
The institution exhibits a Z-score of 0.557 in this indicator, revealing a wider gap between its overall publication impact and the impact of research where it holds a leadership role when compared to the national average of 0.389. This high exposure suggests the center is more sensitive to this risk factor than its peers. A very wide positive gap can signal a sustainability risk, suggesting that scientific prestige is dependent and exogenous, not structural. This finding invites a strategic reflection on whether the institution's excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The university shows a very low incidence of hyperprolific authors, with a Z-score of -1.413 that is well below the low-risk national benchmark (Z-score: -0.570). This low-profile consistency demonstrates that the institution's research environment aligns with national standards for responsible productivity. The absence of this risk signal suggests a healthy balance between quantity and quality, steering clear of practices such as coercive authorship or assigning credit without real participation. This reflects an environment where meaningful intellectual contribution is valued over the mere inflation of publication metrics.
The institution demonstrates a very low reliance on its own journals for publication (Z-score: -0.268), a practice that effectively isolates it from the moderate national trend toward internal publishing (Z-score: 0.979). This preventive isolation is a strong indicator of scientific integrity, as it avoids the conflicts of interest that arise when an institution acts as both judge and party. By favoring external, independent peer review, the university ensures its research undergoes standard competitive validation, enhances its global visibility, and mitigates the risk of academic endogamy or the use of internal channels as 'fast tracks' to inflate CVs.
The institution's rate of redundant output is exceptionally high, with a Z-score of 6.171 that positions it as a global red flag, far exceeding the already significant national average of 2.965. This result indicates the university is leading risk metrics in a country already highly compromised. Such a high value strongly alerts to the practice of 'salami slicing,' where a coherent study is fragmented into minimal publishable units to artificially inflate productivity. This behavior distorts the available scientific evidence, overburdens the review system, and prioritizes volume over significant new knowledge, representing a critical threat to the institution's scientific credibility that requires immediate and decisive intervention.
