| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.592 | -0.927 |
|
Retracted Output
|
0.990 | 0.279 |
|
Institutional Self-Citation
|
1.176 | 0.520 |
|
Discontinued Journals Output
|
0.810 | 1.099 |
|
Hyperauthored Output
|
-1.113 | -1.024 |
|
Leadership Impact Gap
|
-0.462 | -0.292 |
|
Hyperprolific Authors
|
-0.923 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.632 | 0.720 |
The University of Mysore demonstrates a solid foundation for scientific integrity, reflected in its overall score of 0.229. This performance is anchored in significant strengths, particularly in its control over hyperprolific authorship, redundant publications, and output in institutional journals, indicating robust internal governance. However, this profile is contrasted by critical vulnerabilities, most notably a significant rate of retracted output, which requires immediate strategic intervention. The institution's academic strengths, as highlighted by SCImago Institutions Rankings data, are concentrated in key areas such as Pharmacology, Toxicology and Pharmaceutics, Mathematics, Medicine, and Engineering. To fully align with its mission of harvesting "knowledge with a cutting-edge through high quality... research" and providing "leadership, vision and direction to society," it is imperative to address the integrity risks that undermine the perceived quality and reliability of its scientific contributions. By leveraging its procedural strengths to mitigate the high retraction rate and moderate its self-citation patterns, the University can ensure its legacy of excellence is built upon a transparent and unimpeachable scientific record.
The University of Mysore presents a Z-score of -0.592, while the national average for India is -0.927. This slight divergence suggests the institution shows early signals of risk activity that are not yet apparent in the rest of the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this metric warrants observation to ensure that the institution's rate does not grow to a level that could signal strategic attempts to inflate institutional credit or “affiliation shopping,” thereby maintaining transparency in its collaborative footprint.
The institution's Z-score of 0.990 stands in stark contrast to the national average of 0.279. This indicates that the University is amplifying a vulnerability already present in the national system, making it a point of critical concern. Retractions are complex events, but a rate significantly higher than the average alerts to a potential systemic failure in quality control mechanisms prior to publication. This suggests a vulnerability in the institution's integrity culture, possibly pointing to recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
With a Z-score of 1.176, the University exceeds the national average of 0.520. This reveals a high exposure to this particular risk, suggesting the institution is more prone to showing alert signals than its peers. A certain level of self-citation is natural, reflecting the continuity of research lines. Nonetheless, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny, warning of a risk of endogamous impact inflation where academic influence may be oversized by internal dynamics rather than global community recognition.
The University of Mysore shows a Z-score of 0.810, which is below the national average of 1.099. This demonstrates a differentiated management approach, where the institution successfully moderates a risk that appears to be more common across the country. By being more selective in its publication channels, the University mitigates the severe reputational risks associated with journals that do not meet international ethical or quality standards. This proactive stance suggests a better-than-average due diligence process, protecting its research from being wasted on 'predatory' or low-quality practices.
The institution's Z-score is -1.113, slightly more controlled than the national average of -1.024. This prudent profile indicates that the University manages its authorship attribution processes with more rigor than the national standard. This low rate suggests that the institution effectively distinguishes between necessary massive collaboration and practices like 'honorary' or political authorship, thereby upholding individual accountability and transparency in its scientific contributions.
With a Z-score of -0.462, the institution demonstrates a more favorable balance than the national average of -0.292. This prudent profile suggests that the University's scientific prestige is less dependent on external partners and more reflective of its own structural capacity. A low gap indicates that the excellence metrics result from real internal capability, with the institution exercising intellectual leadership in its collaborations rather than merely participating in them, which is a key sign of research sustainability.
The University of Mysore has a Z-score of -0.923, significantly lower than the national average of -0.067. This demonstrates a low-profile consistency, where the absence of risk signals aligns with, and even improves upon, the national standard. This very low rate indicates a healthy balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of authorship without real participation. It reflects an environment that prioritizes the integrity of the scientific record over the inflation of productivity metrics.
The institution's Z-score of -0.268 is in close alignment with the national average of -0.250. This integrity synchrony reflects a total alignment with an environment of maximum scientific security regarding this indicator. By avoiding excessive dependence on in-house journals, the University mitigates potential conflicts of interest and academic endogamy. This practice ensures its scientific production undergoes independent external peer review, enhancing its global visibility and validating its research through standard competitive channels.
The University's Z-score of -0.632 is exceptionally low, especially when compared to the national average of 0.720. This signals a state of preventive isolation, where the institution does not replicate the risk dynamics observed in its environment. The near-absence of this indicator suggests a strong institutional policy against data fragmentation or 'salami slicing.' This commitment to publishing complete, coherent studies rather than minimal publishable units enhances the value of its contributions to scientific evidence and demonstrates a culture that prioritizes significant new knowledge over artificially inflated productivity.
