| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.086 | -0.927 |
|
Retracted Output
|
3.122 | 0.279 |
|
Institutional Self-Citation
|
0.308 | 0.520 |
|
Discontinued Journals Output
|
1.228 | 1.099 |
|
Hyperauthored Output
|
-0.899 | -1.024 |
|
Leadership Impact Gap
|
2.134 | -0.292 |
|
Hyperprolific Authors
|
0.078 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.441 | 0.720 |
Yenepoya University demonstrates a focused performance profile with an overall integrity score of 1.210, reflecting a combination of significant strengths and specific, high-priority vulnerabilities. The institution exhibits commendable control in key areas, such as its minimal reliance on institutional journals and effective management of redundant publications, surpassing national trends. However, this is contrasted by a critical alert regarding the rate of retracted output, which urgently requires strategic intervention. The university's strong thematic positioning, as evidenced by its SCImago Institutions Rankings in health-related fields like Dentistry, Agricultural and Biological Sciences, and Medicine, aligns perfectly with its mission to foster excellence in health professions. Nevertheless, the identified risks, particularly concerning publication integrity and dependency on external collaborations for impact, pose a direct challenge to its commitment to the "highest ethical standards" and the generation of "new knowledge." This report should serve as a strategic roadmap to reinforce its integrity framework, ensuring that its operational practices fully embody its core mission of academic and ethical excellence.
The institution's Z-score of -0.086 shows a slight divergence from the national Z-score of -0.927. This indicates the emergence of risk signals at the university that are not prevalent in the rest of the country's research ecosystem. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's deviation from a very low-risk national baseline suggests that a small but notable portion of its output may be leveraging affiliations in a way that warrants a closer look. It is advisable to review these patterns to ensure they reflect genuine, substantive collaborations rather than early signs of strategic attempts to inflate institutional credit.
With a Z-score of 3.122, the institution displays a critical rate of retractions that significantly amplifies the vulnerabilities already present in the national system, which has a Z-score of 0.279. This severe discrepancy suggests that the university's quality control mechanisms prior to publication may be failing systemically. A rate this far above the national and global average is a major red flag for the institution's integrity culture, pointing towards possible recurring malpractice or a lack of methodological rigor that demands immediate and thorough qualitative verification by management to protect its reputation and uphold its commitment to ethical research.
The university demonstrates differentiated management in this area, with a Z-score of 0.308 that is notably lower than the national average of 0.520. Although both the institution and the country operate within a medium-risk band, the university is successfully moderating a risk that appears more common in its environment. This indicates a healthier balance in citation practices, suggesting the institution is less prone to creating scientific 'echo chambers' and is avoiding the endogamous impact inflation that can arise when an institution's work is not sufficiently validated by the external scientific community.
The institution's Z-score of 1.228 indicates a high exposure to this risk, placing it in a more vulnerable position than the national average of 1.099. This suggests the university is more prone than its peers to channeling its research into outlets that fail to meet international ethical or quality standards. This pattern constitutes a critical alert regarding the due diligence applied in selecting dissemination channels, exposing the institution to severe reputational risks. There is an urgent need to enhance information literacy among researchers to prevent the misallocation of resources to 'predatory' or low-quality publications.
With a Z-score of -0.899, the institution shows an incipient vulnerability compared to the national Z-score of -1.024. While both scores are in a low-risk range, the university's score is slightly higher, suggesting the presence of signals that warrant review before they escalate. This indicator serves as a prompt to analyze authorship patterns within the institution's specific disciplinary context, ensuring that extensive author lists correspond to legitimate, large-scale collaborations rather than early signs of author list inflation or 'honorary' authorship practices that could dilute individual accountability.
The institution's Z-score of 2.134 represents a moderate deviation from the national Z-score of -0.292, indicating a greater sensitivity to this risk factor. This wide positive gap suggests that the university's scientific prestige may be significantly dependent on external partners and not yet reflective of its own structural capacity. This high value signals a sustainability risk, inviting reflection on whether its strong excellence metrics are the result of genuine internal capabilities or a strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The university shows a moderate deviation from the national standard, with a Z-score of 0.078 compared to the country's Z-score of -0.067. This suggests the institution is more sensitive to risk factors associated with extreme individual productivity. A heightened presence of hyperprolific authors can signal an imbalance between quantity and quality, alerting to potential risks such as coercive authorship, data fragmentation, or the assignment of authorship without meaningful participation. This dynamic prioritizes metric accumulation over the integrity of the scientific record and warrants a review of authorship contribution policies.
The institution's Z-score of -0.268 demonstrates integrity synchrony with the national environment, which has a Z-score of -0.250. This total alignment in an area of maximum scientific security is a significant strength. It indicates that the university effectively avoids the conflicts of interest and academic endogamy that can arise from excessive dependence on in-house journals. By favoring external, independent peer review, the institution ensures its scientific production is validated competitively, enhancing its global visibility and credibility.
The university exhibits strong institutional resilience, with a Z-score of -0.441 in a national context where this practice is a more common risk (country Z-score of 0.720). This demonstrates that the institution's internal control mechanisms are effectively mitigating the systemic risk of 'salami slicing.' By maintaining a low rate of redundant output, the university shows a commitment to publishing significant new knowledge rather than artificially inflating productivity through data fragmentation, thereby contributing more robustly to the scientific record and respecting the resources of the peer-review system.
