| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.445 | -0.927 |
|
Retracted Output
|
2.258 | 0.279 |
|
Institutional Self-Citation
|
5.371 | 0.520 |
|
Discontinued Journals Output
|
0.425 | 1.099 |
|
Hyperauthored Output
|
-1.306 | -1.024 |
|
Leadership Impact Gap
|
1.186 | -0.292 |
|
Hyperprolific Authors
|
2.673 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
2.152 | 0.720 |
New Horizon College of Engineering demonstrates a complex profile of scientific integrity, marked by both exemplary practices and significant vulnerabilities. With an overall risk score of 1.229, the institution shows areas of robust governance, particularly in its extremely low rates of Multiple Affiliations, Hyper-Authored Output, and Output in Institutional Journals. However, these strengths are counterbalanced by critical alerts in the Rate of Retracted Output, Institutional Self-Citation, and the presence of Hyperprolific Authors, which require immediate strategic attention. These integrity challenges emerge alongside a strong research positioning, as evidenced by its SCImago Institutions Rankings data, which places the College nationally among the top performers in key areas such as Chemistry (22nd), Earth and Planetary Sciences (63rd), Energy (80th), and Physics and Astronomy (94th). This juxtaposition is crucial: the identified risks directly threaten the institution's mission to strengthen the "ethical dimensions of the learning process." A culture that may prioritize publication volume over quality could undermine genuine innovation and long-term academic credibility. To ensure sustainable growth and fully align its practices with its stated values, it is recommended that the College leverages its clear strengths in governance to develop and implement targeted policies that address the high-risk areas, thereby safeguarding its research excellence and institutional reputation.
The institution demonstrates an exceptionally low rate of multiple affiliations, with a Z-score of -1.445 that is even more conservative than the already low national average of -0.927. This indicates a complete absence of risk signals in this area, reflecting clear and unambiguous affiliation practices. While multiple affiliations are often legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. The College's profile shows total operational silence on this front, suggesting its collaborative and affiliation frameworks are managed with the highest standards of transparency and integrity, performing even better than the national benchmark.
A significant alert is raised by the institution's Rate of Retracted Output, which at a Z-score of 2.258, is substantially higher than the national average of 0.279. This suggests the College is amplifying a vulnerability already present in the national scientific system. Retractions are complex events, but a rate this far above the norm indicates that quality control mechanisms prior to publication may be failing systemically. This high Z-score points to a critical vulnerability in the institution's integrity culture, suggesting possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its academic reputation and ensure research reliability.
The College's Rate of Institutional Self-Citation is critically high, with a Z-score of 5.371 far exceeding the national medium-risk average of 0.520. This dynamic suggests the institution is intensifying a national tendency towards self-referential research. A certain level of self-citation is natural, but such a disproportionately high rate signals a concerning level of scientific isolation or an 'echo chamber' where work is validated without sufficient external scrutiny. This value warns of a severe 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 scientific community.
The institution shows commendable control over its publication channels, with a Z-score of 0.425 for output in discontinued journals, which is significantly lower than the national average of 1.099. This indicates a differentiated and more effective management of publication quality compared to its national peers. A high proportion of publications in such journals constitutes a critical alert regarding due diligence, but the College successfully moderates this common risk. This suggests a strong awareness and information literacy among its researchers in selecting reputable dissemination channels, thereby avoiding reputational damage and the waste of resources on low-quality practices.
With a Z-score of -1.306, the institution displays a very low incidence of hyper-authored publications, a rate that is well below the national average of -1.024. This demonstrates a consistent and low-risk profile that aligns with national standards of good practice. In fields outside of 'Big Science,' extensive author lists can indicate inflation or a dilution of individual accountability. The College's data shows no such signals, reflecting a healthy approach to authorship that favors transparency and clear contribution, reinforcing a culture of responsible research conduct.
The institution exhibits a moderate deviation from the national norm regarding the gap between its overall publication impact and the impact of research where it holds a leadership role. Its Z-score of 1.186 contrasts with the country's average of -0.292, indicating a greater sensitivity to this risk factor than its peers. A wide positive gap signals a potential sustainability risk, suggesting that scientific prestige may be dependent on external partners rather than being structurally generated from within. This invites reflection on whether the institution's excellence metrics result from its own internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
A severe discrepancy is observed in the Rate of Hyperprolific Authors, where the institution's Z-score of 2.673 is an extreme outlier compared to the low-risk national average of -0.067. This atypical risk activity requires a deep integrity assessment. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This indicator raises a critical alert for 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 rate of publication in its own journals is exceptionally low (Z-score: -0.268), perfectly aligning with the national average (Z-score: -0.250) and an environment of maximum scientific security. This integrity synchrony demonstrates a clear commitment to external validation and global visibility. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent peer review. The College's practice of favoring external channels confirms its adherence to international standards of competitive scientific validation.
The institution's rate of redundant output, or 'salami slicing,' is a point of concern, with a Z-score of 2.152 that is notably higher than the national average of 0.720. This suggests the College is more exposed to this risk than its peers, reflecting a pattern shared at the national level but with greater intensity. Massive bibliographic overlap between publications often indicates data fragmentation to artificially inflate productivity. This high value alerts to a practice that can distort scientific evidence and overburden the review system, prioritizing publication volume over the generation of significant new knowledge.
