| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.115 | -0.062 |
|
Retracted Output
|
1.366 | -0.050 |
|
Institutional Self-Citation
|
-0.438 | 0.045 |
|
Discontinued Journals Output
|
0.175 | -0.024 |
|
Hyperauthored Output
|
-1.098 | -0.721 |
|
Leadership Impact Gap
|
0.824 | -0.809 |
|
Hyperprolific Authors
|
0.842 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.525 | -0.515 |
Xi'an Technological University presents a profile of notable strengths in research integrity alongside critical, isolated vulnerabilities that require immediate attention. With an overall score of 0.429, the institution demonstrates robust internal governance in several key areas, particularly in managing redundant publications, institutional journal output, and hyper-authorship, where its performance surpasses national benchmarks. These strengths provide a solid foundation for its academic standing, which is further evidenced by its strong positioning in the SCImago Institutions Rankings, especially in the fields of Social Sciences, Mathematics, Biochemistry, Genetics and Molecular Biology, and Chemistry. However, this positive outlook is severely challenged by a significant-risk signal in the Rate of Retracted Output and medium-risk alerts related to publication in discontinued journals, a dependency on external leadership for impact, and hyperprolific authorship. As the institution's specific mission statement was not available for this analysis, these findings must be contextualized within the universal academic goals of excellence and social responsibility. The high rate of retractions, in particular, directly contradicts these values, suggesting a potential gap between stated quality objectives and operational reality. A targeted intervention to address these specific risk factors is essential to protect the institution's reputation and ensure its thematic strengths are built upon a foundation of unwavering scientific integrity.
The institution demonstrates a prudent and well-managed approach to researcher affiliations, with a Z-score of -0.115, which is more rigorous than the national average of -0.062. This indicates that the university's processes are effectively managed, showing a lower incidence of multiple affiliations than the national standard. While multiple affiliations can be a legitimate outcome of collaboration, a controlled rate like this suggests that the institution is not exposed to the risks of strategic "affiliation shopping" or artificial inflation of institutional credit, reflecting a clear and transparent policy on academic attribution.
A severe discrepancy exists between the institution's performance and the national context regarding retracted publications. The institution's Z-score of 1.366 is a critical outlier compared to the low-risk national average of -0.050, signaling atypical activity that requires a deep integrity assessment. Retractions are complex, but a rate this far above the norm suggests that pre-publication quality control mechanisms may be failing systemically. This high Z-score is a significant alert to a vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management to prevent further reputational damage.
The institution shows notable resilience against the systemic risk of self-citation observed nationally. With a Z-score of -0.438, it operates well below the medium-risk national average of 0.045, suggesting that its control mechanisms effectively mitigate this trend. A certain level of self-citation is natural, but the university's low rate is a positive indicator that it avoids the 'echo chambers' that can arise from excessive internal validation. This performance suggests the institution's academic influence is driven by recognition from the global community rather than being inflated by endogamous dynamics.
The university exhibits a moderate deviation from the national standard in its rate of publication in discontinued journals, with a Z-score of 0.175 compared to the country's low-risk score of -0.024. This suggests the institution has a greater sensitivity to this risk factor than its peers. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and suggesting a need to enhance information literacy to avoid predatory practices.
With a Z-score of -1.098, the institution maintains a prudent profile in managing hyper-authored publications, performing with more rigor than the national standard (-0.721). This low score is a positive sign, indicating that the university is not showing patterns of author list inflation outside of disciplines where it is structurally necessary. This helps ensure that individual accountability and transparency in authorship are maintained, reinforcing the integrity of its collaborative research projects.
A monitoring alert is triggered by the institution's performance on this indicator, which shows an unusual risk level for the national standard. The Z-score of 0.824 contrasts sharply with the country's very low-risk average of -0.809, requiring a review of its causes. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This value suggests that the university's scientific prestige may be dependent and exogenous, rather than structural. It invites reflection on whether its excellence metrics result from real internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership.
The institution shows high exposure to risks associated with hyperprolific authors, with a Z-score of 0.842, which is more pronounced than the national average of 0.425. This indicates that the university is more prone to showing alert signals in this area than its environment. While high productivity can be legitimate, extreme publication volumes challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing 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's practices regarding its own journals demonstrate low-profile consistency, with a very low-risk Z-score of -0.268 that aligns well with the low-risk national environment (-0.010). This absence of risk signals is a positive finding. By not depending excessively on its in-house journals, the university avoids potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production is validated through independent external peer review, enhancing its global visibility and credibility.
In the area of redundant publications, the institution exhibits perfect integrity synchrony with its national environment. Its Z-score of -0.525 is fully aligned with the country's very low-risk average of -0.515, indicating a shared environment of maximum scientific security. This total absence of risk signals demonstrates a strong commitment to avoiding data fragmentation or 'salami slicing.' It suggests that the institution's researchers prioritize the publication of significant new knowledge over the artificial inflation of productivity, thereby strengthening the scientific record and respecting the academic review system.
