| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.610 | -0.062 |
|
Retracted Output
|
0.709 | -0.050 |
|
Institutional Self-Citation
|
1.272 | 0.045 |
|
Discontinued Journals Output
|
0.118 | -0.024 |
|
Hyperauthored Output
|
-1.201 | -0.721 |
|
Leadership Impact Gap
|
-0.856 | -0.809 |
|
Hyperprolific Authors
|
-0.037 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.679 | -0.515 |
Xi'an University of Science and Technology presents a solid and balanced integrity profile, reflected in a global performance score of 0.071, which indicates alignment with international standards. The institution demonstrates significant strengths in research governance, with very low risk levels in areas such as hyper-authorship, impact dependency, redundant output, and publishing in institutional journals. However, areas requiring strategic attention have been identified, particularly the rates of retracted output, institutional self-citation, and publication in discontinued journals, which show medium risk levels. These vulnerabilities could potentially undermine the institution's reputation for excellence, which is otherwise strongly supported by its prominent international positioning in key thematic areas. According to SCImago Institutions Rankings data, the university excels globally in Earth and Planetary Sciences, Mathematics, Energy, and Computer Science. As the institutional mission was not available for this analysis, we align our findings with the universal academic goals of excellence and integrity. The identified risks, while moderate, challenge the principle of external validation and quality assurance inherent in academic excellence. A proactive strategy focused on strengthening pre-publication quality controls and promoting international collaboration will be crucial to mitigate these risks and consolidate its position as a leading scientific institution.
The institution's Z-score for this indicator is -0.610, which is significantly lower than the national average of -0.062. This demonstrates a prudent and well-managed approach to academic affiliations, showing more rigor than the national standard. While multiple affiliations can be legitimate, this controlled rate suggests that the institution effectively avoids strategic attempts to inflate institutional credit or engage in “affiliation shopping.” The data points to clear and transparent policies regarding researcher affiliations, which strengthens the traceability and accountability of its scientific output.
With a Z-score of 0.709, the institution shows a moderate deviation from the national benchmark of -0.050. This indicates a greater sensitivity to risk factors related to post-publication corrections than its national peers. Retractions are complex events, but a rate significantly higher than the average alerts to a vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing more systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The institution's Z-score of 1.272 is substantially higher than the national average of 0.045, indicating high exposure to this risk factor. This pattern suggests the institution is more prone to showing alert signals than its environment. A certain level of self-citation is natural, but this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global community.
The institution's Z-score of 0.118 marks a moderate deviation from the national average of -0.024, showing a greater sensitivity to this risk than its peers. This constitutes a critical alert regarding due diligence in selecting dissemination channels. The Z-score indicates that a significant portion of its scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality publications.
With a Z-score of -1.201, the institution maintains a very low-risk profile, which is even more robust than the low-risk national average of -0.721. This absence of risk signals aligns with a national context of control and indicates a well-governed approach to authorship. The data suggests that the institution successfully distinguishes between necessary massive collaboration in "Big Science" and potentially problematic 'honorary' or political authorship practices, thereby ensuring that author lists reflect genuine contributions and individual accountability is maintained.
The institution's Z-score of -0.856 reflects a total operational silence in this risk area, performing even better than the national average of -0.809. This result is highly positive, indicating that the institution's scientific prestige is structural and derived from its own internal capacity. The minimal gap between its overall impact and the impact of research led by its own authors demonstrates that its excellence metrics result from genuine intellectual leadership, not from a strategic dependency on external partners where it plays a secondary role.
The institution demonstrates notable institutional resilience, with a low-risk Z-score of -0.037, in stark contrast to the medium-risk national average of 0.425. This suggests that its internal control mechanisms are effectively mitigating the country's systemic risks related to extreme productivity. By maintaining this balance, the institution avoids potential issues such as coercive authorship or 'salami slicing' that can arise from a focus on quantity over quality, thereby protecting the integrity of its scientific record and ensuring that authorship reflects meaningful intellectual contribution.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals for publication, a rate that is consistent with and even better than the low-risk national average of -0.010. This practice demonstrates a strong commitment to independent external peer review and global visibility. By avoiding potential conflicts of interest and academic endogamy, the institution ensures its scientific production is validated through standard competitive channels, which strengthens its credibility and prevents the use of internal journals as 'fast tracks' to inflate CVs.
The institution shows a total operational silence regarding this risk, with a Z-score of -0.679 that is even lower than the very low national average of -0.515. This complete absence of risk signals points to a robust institutional culture that prioritizes the generation of significant new knowledge over the artificial inflation of publication metrics. The data strongly suggests that researchers are not engaging in 'salami slicing'—the practice of fragmenting a coherent study into minimal publishable units—thus upholding the integrity of the scientific evidence produced and respecting the academic review system.
