| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.443 | -0.062 |
|
Retracted Output
|
-0.616 | -0.050 |
|
Institutional Self-Citation
|
-1.661 | 0.045 |
|
Discontinued Journals Output
|
1.152 | -0.024 |
|
Hyperauthored Output
|
-1.401 | -0.721 |
|
Leadership Impact Gap
|
0.904 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.186 | -0.515 |
Shanghai Urban Construction Vocational College presents a robust scientific integrity profile, with an overall risk score of -0.334 that indicates a performance significantly better than the global average. The institution demonstrates exceptional strengths in maintaining very low-risk levels for Retracted Output, Institutional Self-Citation, Hyper-Authored Output, Hyperprolific Authors, and Redundant Output, often outperforming national benchmarks and showcasing a solid foundation of responsible research practices. However, this strong profile is contrasted by two areas of concern: a medium risk in the Rate of Output in Discontinued Journals and a notable Gap between its total scientific impact and the impact of research under its own leadership. These vulnerabilities require strategic attention. According to SCImago Institutions Rankings data, the College's main thematic strengths are concentrated in Agricultural and Biological Sciences, Environmental Science, and Business, Management and Accounting. As the institution's specific mission was not available for this analysis, it is crucial to note that the identified risks—particularly publishing in low-quality venues and depending on external leadership for impact—could undermine any mission centered on academic excellence and sustainable social contribution. Addressing these specific challenges will be key to consolidating its strong integrity framework and ensuring its research leadership is both genuine and enduring.
The institution presents a Z-score of -0.443, which is notably lower than the national average of -0.062. This indicates a prudent and well-managed approach to academic collaborations. While multiple affiliations can be a legitimate outcome of partnerships, the College's controlled rate suggests it effectively avoids practices aimed at artificially inflating institutional credit or "affiliation shopping," managing its collaborative footprint with more rigor than the national standard.
With a Z-score of -0.616, the institution demonstrates an exceptionally low rate of retracted publications, positioning it well below the already low-risk national average of -0.050. This near-absence of risk signals is a testament to the effectiveness of its pre-publication quality control mechanisms. It suggests a strong integrity culture where potential errors are addressed before dissemination, avoiding the systemic failures that can lead to a high volume of retractions and reflecting a consistent commitment to methodological rigor.
The College's Z-score for institutional self-citation is -1.661, a figure that signals a virtually nonexistent risk and stands in stark contrast to the medium-risk dynamic observed at the national level (Z-score: 0.045). This demonstrates a clear preventive isolation from concerning national trends. A certain level of self-citation is natural, but the institution's exceptionally low rate indicates that its research is validated by the broader international community rather than within an internal 'echo chamber.' This commitment to external scrutiny is a significant strength, confirming that its academic influence is built on global recognition, not endogamous impact inflation.
The institution exhibits a medium-risk Z-score of 1.152 in this area, a moderate deviation that is concerning when compared to the low-risk national average of -0.024. This greater sensitivity to risk suggests 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 indicates an urgent need to improve due diligence and information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publication channels.
The institution's Z-score of -1.401 is exceptionally low, far below the national average of -0.721. This result reflects a consistent and responsible approach to authorship. In fields where large author lists are not the norm, a high rate can signal inflation or honorary authorship. The College's very low score indicates that it successfully maintains transparency and individual accountability in its publications, distinguishing legitimate collaboration from practices that dilute authorial contribution.
A Z-score of 0.904 places the institution at a medium-risk level, creating a monitoring alert as this is an unusual result compared to the very low-risk national standard (-0.809). This wide positive gap, where overall impact is significantly higher than the impact of research led by the institution itself, signals a potential sustainability risk. It suggests that the College's scientific prestige may be dependent and exogenous, stemming from collaborations where it does not exercise intellectual leadership. This finding invites a strategic reflection on whether its excellence metrics are the result of genuine internal capacity or a reliance on external partners.
With a Z-score of -1.413, the institution shows a near-total absence of hyperprolific authors, effectively isolating itself from the medium-risk trend seen across the country (Z-score: 0.425). While high productivity can sometimes indicate leadership, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The College's excellent result in this area points to a healthy research environment that prioritizes quality over quantity, successfully avoiding risks such as coercive authorship or the assignment of credit without real participation.
The institution's Z-score of -0.268 is very low, indicating a healthier practice than the national average (-0.010). This low reliance on its own journals is a positive sign. While in-house journals can be useful, excessive dependence on them can create conflicts of interest and academic endogamy. The College's approach suggests a commitment to seeking independent, external peer review for its research, thereby enhancing its global visibility and ensuring its work is validated through standard competitive channels rather than internal 'fast tracks'.
The College demonstrates total operational silence in this indicator, with a Z-score of -1.186 that is even lower than the very low-risk national average of -0.515. This exceptional result indicates a complete absence of signals related to data fragmentation or 'salami slicing.' It reflects a strong institutional commitment to publishing coherent, significant studies rather than artificially inflating productivity by dividing research into minimal publishable units. This practice reinforces the integrity of the scientific record and shows respect for the academic review system.
