| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.353 | -0.062 |
|
Retracted Output
|
-0.437 | -0.050 |
|
Institutional Self-Citation
|
0.166 | 0.045 |
|
Discontinued Journals Output
|
0.015 | -0.024 |
|
Hyperauthored Output
|
-1.191 | -0.721 |
|
Leadership Impact Gap
|
-0.919 | -0.809 |
|
Hyperprolific Authors
|
0.402 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.525 | -0.515 |
Xi'an University of Technology demonstrates a robust overall scientific integrity profile, reflected in a global risk score of -0.274. The institution exhibits exceptional control over critical research practices, with very low risk signals in areas such as retracted output, hyper-authorship, redundant publications, and the impact gap of its led research, indicating strong internal governance and quality assurance. However, moderate risks are observed in institutional self-citation, publication in discontinued journals, and hyperprolific authorship, which warrant strategic attention. These findings are contextualized by the institution's outstanding academic performance, particularly its high national rankings in key disciplines such as Mathematics, Computer Science, Energy, and Engineering, as per SCImago Institutions Rankings data. While a specific mission statement was not provided for this analysis, the identified medium-risk areas could challenge the universal academic goals of excellence, transparency, and social responsibility. Addressing these vulnerabilities is crucial to ensure that the institution's impressive thematic strengths are built upon a foundation of unimpeachable scientific integrity. A proactive focus on refining citation practices and publication channel selection will solidify its reputation and amplify its global impact.
The institution shows a Z-score of -0.353, which is significantly lower than the national average of -0.062. This prudent profile suggests that the university manages its affiliation declarations with more rigor than the national standard. While both the institution and the country operate within a low-risk context, the university's lower score indicates a reduced tendency towards practices that could be perceived as strategic attempts to inflate institutional credit. This reflects a clear and conservative approach to representing collaborative work, reinforcing transparency in its academic footprint.
With a Z-score of -0.437 compared to the national average of -0.050, the institution demonstrates an exemplary record in publication quality. This low-profile consistency, where the absence of risk signals surpasses the already low national standard, points to highly effective pre-publication quality control. Such a minimal rate of retractions is a strong indicator of a mature integrity culture, suggesting that systemic checks and methodological rigor are successfully preventing the types of errors or malpractice that would otherwise necessitate post-publication corrections, thereby safeguarding the institution's scientific reputation.
The institution presents a Z-score of 0.166, notably higher than the national average of 0.045. This result indicates a high exposure to risks associated with academic insularity. Although both the institution and the country fall within a medium-risk category, the university's elevated score suggests a greater propensity for these behaviors. While a certain level of self-citation is natural, this disproportionate rate can signal the formation of 'echo chambers' where work is validated without sufficient external scrutiny. It warns of a potential for endogamous impact inflation, where academic influence might be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution's Z-score of 0.015 contrasts with the national average of -0.024, showing a moderate deviation from the country's trend. This score indicates a greater sensitivity to the risk of publishing in questionable outlets compared to its national peers. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The institution's medium-risk level suggests that a significant portion of its scientific output may be channeled through media that do not meet international ethical or quality standards, creating reputational vulnerabilities and signaling an urgent need for enhanced information literacy to avoid predatory practices.
The institution's Z-score of -1.191 is substantially lower than the national average of -0.721. This demonstrates a low-profile consistency, with the complete absence of risk signals aligning with and even improving upon the national standard. This performance indicates that the institution's authorship practices are well-regulated and transparent. The very low score suggests that, outside of legitimate 'Big Science' contexts, the university effectively prevents author list inflation, thereby upholding individual accountability and discouraging the dilution of intellectual contribution through 'honorary' or political authorship.
With a Z-score of -0.919, which is even lower than the national average of -0.809, the institution shows a total operational silence regarding dependency on external collaborations for impact. This excellent result indicates that the scientific prestige of the university is structural and self-sustained, stemming from real internal capacity. The minimal gap between its overall impact and the impact of research where it holds intellectual leadership confirms that its excellence metrics are a direct result of its own robust research programs, ensuring long-term scientific sustainability and autonomy.
The institution's Z-score of 0.402 is nearly identical to the national average of 0.425. This alignment points to a systemic pattern, suggesting the institution's risk level in this area reflects shared practices or regulatory frameworks at a national level. The medium-risk signal for both the university and the country warrants attention. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution, and this indicator alerts to potential imbalances between quantity and quality. It points to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution has a Z-score of -0.268, a figure significantly lower than the national average of -0.010. This result demonstrates low-profile consistency, as the absence of risk signals is well-aligned with the national standard of integrity. The very low rate of publication in its own journals indicates that the university actively avoids potential conflicts of interest and academic endogamy. By prioritizing independent external peer review over internal channels, the institution ensures its scientific production is validated competitively, enhancing its global visibility and credibility.
The institution's Z-score of -0.525 is in close alignment with the national average of -0.515. This integrity synchrony signifies a total alignment with a national environment of maximum scientific security regarding publication originality. The near-zero presence of this risk indicator suggests that the practice of dividing a single study into minimal publishable units to artificially inflate productivity, known as 'salami slicing,' is effectively controlled. This commitment to publishing significant, coherent bodies of work reinforces the integrity of the scientific evidence it produces and respects the academic review system.
