| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.483 | -0.927 |
|
Retracted Output
|
-0.484 | 0.279 |
|
Institutional Self-Citation
|
-1.417 | 0.520 |
|
Discontinued Journals Output
|
0.417 | 1.099 |
|
Hyperauthored Output
|
1.410 | -1.024 |
|
Leadership Impact Gap
|
3.442 | -0.292 |
|
Hyperprolific Authors
|
-0.308 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-1.186 | 0.720 |
St Johns Medical College presents a profile of high scientific integrity, marked by an overall score of -0.155 that reflects a solid foundation with specific areas requiring strategic attention. The institution demonstrates exceptional strengths in maintaining very low-risk levels for Rate of Retracted Output, Rate of Institutional Self-Citation, Rate of Multiple Affiliations, and Rate of Redundant Output, indicating robust internal governance and a culture of transparency that effectively insulates it from higher-risk national trends. However, this strong performance is contrasted by significant alerts in the Rate of Hyper-Authored Output and a notable Gap between its total research impact and the impact of work under its direct leadership. These two indicators suggest potential vulnerabilities related to authorship practices and a dependency on external collaborations for impact. According to SCImago Institutions Rankings data, the college holds a notable position in Medicine (ranked 125th in India). While the institution's specific mission was not available for this analysis, these findings highlight a potential tension: the identified risks in authorship and impact dependency could challenge the core principles of academic excellence and intellectual leadership that are central to any leading medical college. To secure its long-term reputation and scientific sovereignty, the institution is advised to leverage its clear strengths in research integrity to proactively investigate and address the atypical authorship and impact patterns, ensuring its collaborative strategy fosters genuine internal capacity building.
The institution exhibits a Z-score of -1.483, which is significantly lower than the national average of -0.927. This demonstrates a complete absence of risk signals, positioning the college's performance as even more rigorous than the already low-risk national standard. This indicates that affiliation practices are exceptionally clear and transparent, with no evidence of strategic attempts to inflate institutional credit or engage in “affiliation shopping.” The data suggests a well-governed system where researcher affiliations are managed with utmost clarity and integrity.
With a Z-score of -0.484 against a national average of 0.279, the institution demonstrates a remarkable capacity for preventive isolation from national risk dynamics. While the country shows a medium level of risk, the college maintains a very low rate of retractions, suggesting that its quality control mechanisms prior to publication are highly effective. This performance signifies a culture of responsible supervision and methodological rigor, where potential errors are likely identified and corrected internally, preventing them from escalating to public retractions and protecting the institution's scientific reputation.
The institution's Z-score of -1.417 is in stark contrast to the national average of 0.520, indicating a successful disconnection from the medium-risk self-citation patterns prevalent in the country. This very low rate suggests the institution's work is well-integrated into the global scientific conversation and avoids the 'echo chambers' that can arise from excessive self-validation. It is a strong indicator that the institution's academic influence is driven by broad recognition from the external community rather than being inflated by endogamous internal dynamics.
The institution registers a Z-score of 0.417, which, while indicating a medium level of risk, is notably lower than the national average of 1.099. This suggests a pattern of differentiated management where the college moderates a risk that is more pronounced across the country. Although a portion of its scientific output is being channeled through media that may not meet international standards, the institution appears to exercise more caution than its national peers. This finding highlights the need for continued improvement in information literacy and due diligence in selecting publication venues to fully mitigate reputational risks associated with low-quality or 'predatory' practices.
A significant alert is raised by the institution's Z-score of 1.410, which represents a severe discrepancy when compared to the low-risk national average of -1.024. This atypical level of hyper-authorship requires a deep integrity assessment. While extensive author lists can be legitimate in 'Big Science' contexts, this high value outside of those norms can indicate author list inflation, which dilutes individual accountability and transparency. It is crucial for the institution to investigate these patterns to distinguish between necessary massive collaboration and potentially problematic 'honorary' or political authorship practices.
The institution's Z-score of 3.442 is a critical finding, showing a severe discrepancy with the national average of -0.292. This extremely wide positive gap—where global impact is high but the impact of research led by the institution is low—signals a significant sustainability risk. The data suggests that the institution's scientific prestige may be highly dependent and exogenous, rather than structural. This warrants a strategic reflection on whether its high-impact metrics result from genuine internal capacity or from a positioning in collaborations where it does not exercise primary intellectual leadership, which could compromise its long-term scientific sovereignty.
With a Z-score of -0.308, the institution displays a more prudent profile than the national standard (-0.067). This indicates that the institution manages its research processes with greater rigor in this area. The lower incidence of hyperprolific authors suggests a healthy balance between productivity and quality, steering clear of dynamics where extreme publication volumes might challenge the capacity for meaningful intellectual contribution. This prudent approach helps mitigate risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 shows near-perfect integrity synchrony with the national average of -0.250. This total alignment reflects an environment of maximum scientific security regarding this indicator. By minimizing its reliance on in-house journals, the institution effectively avoids potential conflicts of interest and academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, reinforcing its commitment to global visibility and competitive validation rather than using internal channels as potential 'fast tracks'.
The institution's Z-score of -1.186 marks a clear case of preventive isolation from the national trend, which sits at a medium-risk level of 0.720. This very low rate of redundant output demonstrates that the institution does not replicate the risk dynamics observed in its environment. It is a strong signal that the institutional culture prioritizes the publication of significant new knowledge over artificially inflating productivity by dividing studies into 'minimal publishable units.' This commitment to publishing complete and coherent work upholds the integrity of the scientific evidence base and avoids overburdening the peer-review system.
