| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.374 | 0.543 |
|
Retracted Output
|
15.586 | 0.570 |
|
Institutional Self-Citation
|
0.210 | 7.586 |
|
Discontinued Journals Output
|
12.111 | 3.215 |
|
Hyperauthored Output
|
-1.228 | -1.173 |
|
Leadership Impact Gap
|
3.342 | -0.598 |
|
Hyperprolific Authors
|
-1.413 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.019 | 5.115 |
Samarkand State Medical University presents a complex integrity profile, with an overall score of 7.010 that reflects a combination of exceptional strengths and critical vulnerabilities. The institution demonstrates robust governance in authorship practices, showing very low risk in hyper-authorship and hyper-prolificacy, which suggests a healthy collaborative environment. These strengths are foundational to its notable academic performance, particularly in its core thematic areas where it ranks among the top national institutions according to SCImago Institutions Rankings data, including Medicine (2nd), Pharmacology, Toxicology and Pharmaceutics (2nd), and Biochemistry, Genetics and Molecular Biology (4th). However, this strong positioning is contrasted by significant alerts in the rates of retracted output, publication in discontinued journals, and a dependency on external leadership for research impact. These vulnerabilities pose a direct challenge to the universal academic mission of achieving excellence through rigorous and transparent science, suggesting that while thematic expertise is high, the underlying integrity frameworks require urgent reinforcement. A strategic focus on enhancing quality control, publication due diligence, and fostering internal research leadership will be crucial to consolidate its reputation and ensure long-term scientific sustainability.
The institution shows a low rate of multiple affiliations (Z-score: -0.374), which contrasts with the moderate risk level observed nationally (Z-score: 0.543). This suggests the presence of effective institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks prevalent in the country. While multiple affiliations can be a legitimate result of researcher mobility or partnerships, the university's controlled rate indicates a low probability of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby maintaining clear and transparent academic attributions.
The institution exhibits a significant rate of retracted output (Z-score: 15.586), a figure that starkly amplifies the more moderate vulnerabilities present in the national system (Z-score: 0.570). This accentuation of risk suggests that the university's pre-publication quality control mechanisms may be failing systemically. A rate this far above the global average is a critical alert to a vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to protect its scientific reputation.
With a moderate Z-score of 0.210, the rate of institutional self-citation is notably lower than the significant risk level seen across the country (Z-score: 7.586). This indicates a degree of relative containment, suggesting that although some risk signals exist, the university operates with more control than the national average. A certain level of self-citation is natural, reflecting research continuity. The university's ability to keep this rate in check compared to its environment demonstrates a healthier balance, avoiding the more severe risks of scientific isolation or 'echo chambers' and suggesting its academic influence is less likely to be oversized by internal dynamics.
The institution's rate of publication in discontinued journals is exceptionally high (Z-score: 12.111), positioning it as a global red flag by leading this risk metric even within a country already facing significant challenges in this area (Z-score: 3.215). This constitutes a critical alert regarding due diligence in selecting dissemination channels. Such a high Z-score indicates that a substantial portion of its scientific production is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational damage and suggesting an urgent, systemic need for information literacy training to prevent the waste of resources on 'predatory' or low-quality publishing.
The institution demonstrates total operational silence regarding hyper-authored output, with a Z-score of -1.228 that is even lower than the national average (-1.173). This absence of risk signals indicates exemplary authorship practices. In fields outside of 'Big Science,' extensive author lists can dilute accountability. The university's very low score confirms that its collaborative patterns are well-governed, effectively avoiding the risks of author list inflation and ensuring that credit is assigned transparently and appropriately.
A severe discrepancy is evident in the gap between the institution's total research impact and the impact of work under its own leadership, with a Z-score of 3.342 against a low-risk national context (Z-score: -0.598). This atypical risk activity requires a deep integrity assessment. A wide positive gap signals a critical sustainability risk, suggesting that the university's scientific prestige is highly dependent and exogenous, not structural. This finding invites urgent reflection on whether its high-impact metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise intellectual leadership, a dependency that could undermine its long-term autonomy and reputation.
The institution shows a very low rate of hyperprolific authors (Z-score: -1.413), aligning with the low-risk national standard (Z-score: -0.673) and demonstrating low-profile consistency. This absence of risk signals is a positive indicator of a balanced research culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship. The university's excellent performance in this area suggests that it prioritizes the integrity of the scientific record over the mere inflation of productivity metrics.
The rate of publication in institutional journals (Z-score: -0.268) demonstrates perfect integrity synchrony, as the university's value is identical to the national average (-0.268). This total alignment with an environment of maximum scientific security is a significant strength. By avoiding over-reliance on in-house journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, thereby enhancing its global visibility and competitive validation.
The institution's rate of redundant output is moderate (Z-score: 0.019), a figure that signals relative containment when compared to the significant risk level observed nationally (Z-score: 5.115). This suggests that while some signals of data fragmentation exist, the university operates with more control than its peers. Massive bibliographic overlap between publications can indicate 'salami slicing'—dividing studies into minimal units to inflate productivity. The university's contained risk level indicates a more responsible approach, prioritizing the generation of significant new knowledge over the artificial inflation of publication volume.
