| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.277 | -0.062 |
|
Retracted Output
|
0.023 | -0.050 |
|
Institutional Self-Citation
|
-1.651 | 0.045 |
|
Discontinued Journals Output
|
3.438 | -0.024 |
|
Hyperauthored Output
|
-1.401 | -0.721 |
|
Leadership Impact Gap
|
0.587 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.096 | -0.515 |
Chongqing Industry Polytechnic College presents a strong overall integrity profile, reflected in its score of 0.371, which indicates robust governance in several key areas but also highlights specific, high-impact vulnerabilities that require immediate attention. The institution demonstrates exceptional control over practices such as institutional self-citation, hyper-authorship, hyperprolific authors, and publication in institutional journals, suggesting a healthy internal culture of accountability and external validation. However, this solid foundation is critically undermined by a significant-risk score in publications within discontinued journals, alongside medium-risk signals in retracted output and a dependency on external collaborations for impact. The College's research output is notable in thematic areas including Chemistry, Engineering, Mathematics, Energy, and Physics and Astronomy, as per SCImago Institutions Rankings data. Although the institution's specific mission was not available for this analysis, the severe risk associated with publishing in low-quality or predatory journals directly conflicts with any ambition of achieving research excellence and social responsibility. This practice not only wastes resources but also poses a severe reputational threat. It is therefore recommended that the College leverage its evident strengths in research governance to implement a targeted intervention strategy, focusing urgently on improving journal selection policies and enhancing researcher literacy to safeguard its long-term scientific credibility.
The institution exhibits a prudent profile in its management of multiple affiliations, with a Z-score of -0.277, which is more rigorous than the national standard of -0.062. This controlled rate suggests that the College effectively avoids strategic attempts to inflate institutional credit through practices like “affiliation shopping.” By maintaining a lower-than-average rate within a low-risk national context, the institution reinforces its reputational integrity and demonstrates a commitment to transparently representing its collaborative efforts.
With a medium-risk Z-score of 0.023, the institution shows a moderate deviation from the low-risk national benchmark (-0.050), indicating a greater sensitivity to factors that lead to retractions. A rate significantly higher than the global average alerts to a vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing systemically, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to prevent further incidents.
The College demonstrates a clear preventive isolation from national trends, with an exceptionally low Z-score of -1.651 in a country where this indicator is a medium-risk concern (Z-score: 0.045). This result shows the institution does not replicate the risk dynamics observed in its environment. Such a low rate of self-citation signals that the institution's work is validated by the broader external scientific community, effectively avoiding the creation of 'echo chambers' and ensuring its academic influence is based on global recognition rather than endogamous impact inflation.
This indicator represents a critical anomaly requiring urgent action. The institution's significant-risk Z-score of 3.438 constitutes a severe discrepancy from the low-risk national average (-0.024) and demands a deep integrity assessment. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy and stricter policies to avoid wasting resources on 'predatory' or low-quality practices.
The institution's Z-score of -1.401 reflects a very low-risk profile that is consistent with the national standard (-0.721), confirming an absence of risk signals in this area. This alignment demonstrates that the College's authorship practices are well-calibrated to disciplinary norms, effectively avoiding the risk of author list inflation. This control helps maintain individual accountability and transparency, clearly distinguishing its legitimate collaborative work from potentially problematic 'honorary' authorship practices.
A monitoring alert is warranted for this indicator, as the institution's medium-risk Z-score of 0.587 is an unusual level for a national context where this risk is very low (-0.809). A review of its causes is necessary. This wide positive gap suggests that the institution's scientific prestige may be overly dependent and exogenous, not structural. This invites reflection on whether its excellence metrics result from real internal capacity or from strategic positioning in collaborations where the institution does not exercise intellectual leadership, signaling a potential sustainability risk to its long-term reputation.
The institution shows a pattern of preventive isolation, with a very low-risk Z-score of -1.413 that contrasts sharply with the medium-risk national trend (0.425). This indicates the center does not replicate the risk dynamics observed in its environment. By effectively managing individual publication volumes, the College mitigates risks such as coercive authorship, 'salami slicing,' or authorship assigned without real participation. This reinforces a culture that prioritizes the integrity of the scientific record and meaningful intellectual contribution over the pursuit of volume-based metrics.
With a very low-risk Z-score of -0.268, the institution's practices are consistent with the low-risk national standard (-0.010), showing an absence of risk signals. This indicates that the College is not overly reliant on its in-house journals, thereby avoiding potential conflicts of interest and academic endogamy. This approach ensures that its scientific production largely undergoes independent external peer review, a critical factor for achieving global visibility and securing standard competitive validation for its research.
The institution's low-risk Z-score of -0.096 represents a slight divergence from the national environment, which shows a near-total absence of this risk (-0.515). This suggests the center is beginning to show signals of risk activity that do not appear in the rest of the country. While the current level is low, this value alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This incipient vulnerability warrants monitoring to ensure research practices remain focused on generating significant new knowledge rather than simply increasing publication counts.
