| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.606 | -0.927 |
|
Retracted Output
|
0.558 | 0.279 |
|
Institutional Self-Citation
|
0.653 | 0.520 |
|
Discontinued Journals Output
|
1.142 | 1.099 |
|
Hyperauthored Output
|
-1.351 | -1.024 |
|
Leadership Impact Gap
|
-1.348 | -0.292 |
|
Hyperprolific Authors
|
-0.495 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
2.155 | 0.720 |
Veer Surendra Sai University of Technology presents a profile of notable contrasts, with an overall integrity score of 0.164 reflecting both significant strengths in governance and specific, pronounced vulnerabilities. The institution demonstrates exemplary control over authorship and collaboration practices, with very low risk signals in Multiple Affiliations, Hyper-Authored Output, Hyperprolific Authors, and Impact Leadership Gap. However, this robust foundation is challenged by medium-risk indicators related to post-publication outcomes and research strategy, particularly in the Rate of Retracted Output (Z-score: 0.558), Institutional Self-Citation (Z-score: 0.653), and an especially high Rate of Redundant Output (Z-score: 2.155). These weaknesses, which are more pronounced than the national average, suggest a potential misalignment between the pressure to publish and the mechanisms for ensuring quality and originality. According to SCImago Institutions Rankings data, the university holds strong national positions in key thematic areas, including Mathematics (ranked 34th in India), Computer Science (77th), Chemistry (84th), and Engineering (99th). The identified risks, especially those concerning retractions and redundant publications, directly challenge the institutional mission to "create values and ethics" and ensure "depth and intensity in its education standards." To fully realize its mission of excellence and societal contribution, it is recommended that the university leverage its strong governance framework to implement enhanced pre-publication review processes and targeted training on publication ethics, thereby safeguarding its academic reputation and the integrity of its strong research outputs.
The institution exhibits an exceptionally low rate of multiple affiliations, with a Z-score of -1.606, which is even more conservative than the already low national average of -0.927. This demonstrates a state of total operational silence regarding this risk indicator. The data suggests a clear and transparent affiliation policy is in place, effectively preventing any strategic attempts to inflate institutional credit through "affiliation shopping." This result points to a very healthy and straightforward approach to declaring institutional ties, fully aligned with best practices in research integrity.
The institution shows a medium-risk signal for retracted publications, with a Z-score of 0.558 that is notably higher than the national average of 0.279. This indicates a higher exposure to this risk compared to its national peers. Retractions are complex events, but a rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing more frequently than in the surrounding environment, pointing to possible recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management.
With a Z-score of 0.653, the institution's rate of self-citation is in the medium-risk category and is higher than the national average of 0.520, indicating a greater exposure to this risk. While a certain level of self-citation is natural, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution's rate of publication in discontinued journals (Z-score: 1.142) is nearly identical to the national average (Z-score: 1.099), reflecting a systemic pattern rather than an isolated institutional issue. This alignment suggests that the university's researchers are exposed to the same challenges as their national peers in navigating a complex publishing landscape. This shared, high proportion of output in questionable venues constitutes a critical alert regarding due diligence in selecting dissemination channels, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution demonstrates a very low risk in hyper-authored output, with a Z-score of -1.351, which is well below the national Z-score of -1.024. This low-profile consistency shows that the absence of risk signals aligns perfectly with the national standard. This indicates that authorship lists are well-managed and transparent, effectively distinguishing between necessary massive collaboration and questionable 'honorary' or political authorship practices, thereby preserving individual accountability.
The institution shows exceptional strength in this area, with a Z-score of -1.348, indicating a negligible gap between its overall impact and the impact of research where it holds a leadership role. This is significantly better than the national Z-score of -0.292. This low-profile consistency demonstrates that the institution's scientific prestige is not dependent on external partners but is driven by its own structural capacity and intellectual leadership. This result is a powerful indicator of research sustainability and genuine internal excellence, suggesting that its high-impact work is homegrown.
The institution maintains a prudent profile regarding hyperprolific authors, with a Z-score of -0.495, which is considerably lower than the national average of -0.067. This indicates that the center manages its research processes with more rigor than the national standard. This controlled rate of productivity suggests a healthy balance between quantity and quality, effectively mitigating the risks associated with extreme publication volumes, such as coercive authorship or the assignment of authorship without real participation, and prioritizing the integrity of the scientific record.
The institution's rate of publication in its own journals is very low (Z-score: -0.268), showing a complete integrity synchrony with the national environment (Z-score: -0.250). This total alignment with a context of maximum scientific security demonstrates a strong commitment to external validation. By avoiding over-reliance on in-house journals, the institution effectively prevents potential conflicts of interest and ensures its scientific production undergoes independent external peer review, which is fundamental for achieving global visibility and credibility.
The institution's rate of redundant output, or 'salami slicing,' is a point of significant concern, with a Z-score of 2.155 that is substantially higher than the national average of 0.720. This high exposure indicates that the center is more prone to showing alert signals than its environment. Such a high value alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity metrics. This practice distorts the available scientific evidence and overburdens the review system, prioritizing volume over the generation of significant new knowledge, and requires immediate attention.
