| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.282 | -0.927 |
|
Retracted Output
|
0.962 | 0.279 |
|
Institutional Self-Citation
|
4.116 | 0.520 |
|
Discontinued Journals Output
|
2.651 | 1.099 |
|
Hyperauthored Output
|
-1.358 | -1.024 |
|
Leadership Impact Gap
|
-0.777 | -0.292 |
|
Hyperprolific Authors
|
1.982 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
0.575 | 0.720 |
Tumkur University presents a profile of pronounced contrasts, combining areas of exceptional scientific integrity with significant vulnerabilities that require immediate strategic attention. With an overall score of 0.990, the institution demonstrates a solid foundation in several key governance areas, particularly in maintaining low-risk profiles for multiple affiliations, hyper-authored output, and publications in institutional journals. According to SCImago Institutions Rankings data, the university's thematic strengths are most prominent in Physics and Astronomy (ranked 85th in India), Chemistry (95th), and Mathematics (176th), providing a robust base for research excellence. However, this potential is critically undermined by high-risk indicators in retracted output, institutional self-citation, and publications in discontinued journals. These findings directly challenge the university's mission to promote "high quality of research" and uphold "good governance with proper accountability, transparency and collective participation." The detected risks of endogamous impact inflation and association with low-quality publishers threaten the credibility and long-term sustainability of its scientific contributions. To fully align its operational reality with its aspirational mission, it is imperative that the university leverages its governance structures to implement rigorous quality control and ethical oversight, transforming these critical challenges into an opportunity to reinforce its commitment to true scientific excellence.
With an institutional Z-score of -1.282, which is even lower than the national average of -0.927, the university demonstrates a complete absence of risk signals in this area. This reflects total operational silence, indicating that affiliations are managed with exceptional clarity and are not being used strategically to inflate institutional credit or engage in “affiliation shopping.” The data suggests that the institution's collaboration policies are robust, transparent, and fully aligned with best practices for scientific integrity.
The institution's Z-score for retracted output is 0.962, a figure that signals a significant risk, particularly when compared to the moderate national average of 0.279. This discrepancy suggests that the university is not merely reflecting a national trend but is amplifying a systemic vulnerability. A high rate of retractions is a critical alert that pre-publication quality control mechanisms may be failing. Beyond isolated cases of honest error, this pattern points to a potential weakness in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The university exhibits a critically high Z-score of 4.116 in institutional self-citation, drastically exceeding the moderate national average of 0.520. This indicates a severe accentuation of a risk already present in the national system. A disproportionately high rate of self-citation signals a concerning level of scientific isolation, creating an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice warns of a significant risk of endogamous impact inflation, suggesting that the institution's academic influence may be artificially oversized by internal dynamics rather than by recognition from the global scientific community.
With a Z-score of 2.651, the institution shows a significant-risk rate of publication in discontinued journals, amplifying the moderate risk observed at the national level (1.099). This finding constitutes a critical alert regarding the due diligence exercised in selecting dissemination channels. A high Z-score indicates that a significant portion of 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 suggests an urgent need for enhanced information literacy to prevent the waste of resources on 'predatory' or low-quality publishing.
The institution's Z-score of -1.358 places it in the very low-risk category, a position that is consistent with and even improves upon the low-risk national standard (-1.024). This absence of risk signals is a positive indicator of healthy authorship practices. It suggests that the university's research culture effectively distinguishes between necessary massive collaboration, typical in 'Big Science,' and questionable practices like 'honorary' authorship, thereby maintaining individual accountability and transparency in its scientific contributions.
The university's Z-score of -0.777 reflects a prudent and self-sufficient profile, indicating more rigorous management of its research impact than the national standard (-0.292). A low negative value in this indicator is a positive sign, suggesting that the institution's scientific prestige is structurally sound and not overly dependent on external partners for impact. This demonstrates that excellence metrics are likely the result of real internal capacity and intellectual leadership, pointing to a sustainable and resilient research ecosystem.
The institution's Z-score of 1.982 for hyperprolific authors marks a moderate deviation from the national standard (-0.067), which shows very low risk. This suggests the center has a greater sensitivity to this risk factor than its peers. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This indicator serves as an alert to review potential imbalances between quantity and quality, as it can point to risks such as coercive authorship or 'salami slicing'—dynamics that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the university's rate of publication in its own journals is in total alignment with the very low-risk national environment (-0.250). This integrity synchrony demonstrates a strong commitment to external validation and global visibility. By avoiding excessive dependence on in-house journals, the institution effectively mitigates potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production bypasses internal 'fast tracks' and instead undergoes independent, competitive peer review on a global stage.
The institution's Z-score of 0.575 for redundant output indicates a medium risk level, but it also reflects differentiated management, as this value is notably lower than the national average of 0.720. This suggests the university is successfully moderating a risk that appears more common in the country. A lower score points to a reduced tendency toward 'salami slicing,' the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This approach strengthens the integrity of the scientific evidence produced and avoids overburdening the peer-review system.