| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.066 | -0.927 |
|
Retracted Output
|
-0.184 | 0.279 |
|
Institutional Self-Citation
|
-0.151 | 0.520 |
|
Discontinued Journals Output
|
2.222 | 1.099 |
|
Hyperauthored Output
|
-1.089 | -1.024 |
|
Leadership Impact Gap
|
-2.745 | -0.292 |
|
Hyperprolific Authors
|
-1.413 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
1.340 | 0.720 |
Poornima Group of Colleges presents a balanced scientific integrity profile, with an overall score of -0.018, indicating performance that is closely aligned with expected global standards. The institution demonstrates significant strengths in maintaining very low to low risk across a majority of indicators, particularly in areas such as the Rate of Hyperprolific Authors, Gap in Impact, and Multiple Affiliations, where it outperforms national trends. These strengths are complemented by notable rankings in Engineering and Mathematics, as per SCImago Institutions Rankings data, underscoring a solid foundation in key technical disciplines. However, areas of moderate concern have been identified in the Rate of Output in Discontinued Journals and the Rate of Redundant Output, which are higher than the national average. These vulnerabilities could potentially undermine the institution's mission to "equip young professionals with dedication and commitment to excellence," as publishing in low-quality venues or fragmenting research contradicts the very essence of academic excellence. To fully align its practices with its mission, it is recommended that the institution focuses on enhancing author guidance and publication strategies to mitigate these specific risks, thereby reinforcing its commitment to integrity and quality in all spheres.
The institution exhibits a Z-score of -1.066, which is even lower than the national average of -0.927. This reflects a state of total operational silence regarding this indicator, with an absence of risk signals that is more pronounced than the already low-risk national environment. While multiple affiliations can be a legitimate outcome of collaboration, the institution's extremely low rate confirms that there are no signs of strategic practices like “affiliation shopping” aimed at artificially inflating institutional credit, demonstrating a clear and conservative approach to academic attribution.
With a Z-score of -0.184, the institution maintains a low-risk profile in a national context that shows a medium risk (Z-score: 0.279). This contrast highlights the institution's resilience, suggesting that its internal control mechanisms are effectively mitigating the systemic risks observed across the country. Retractions are complex events, but a rate significantly below the national average indicates that the institution's quality control and supervision mechanisms prior to publication are robust, successfully preventing the kind of systemic failures or recurring malpractice that a higher rate might imply and thus protecting its integrity culture.
The institution's Z-score of -0.151 places it in the low-risk category, standing in contrast to the national medium-risk average of 0.520. This demonstrates effective institutional resilience, as the college avoids the trend of endogamous impact inflation seen elsewhere in the country. A certain level of self-citation is natural, but the institution's low rate confirms that its research is not confined to an 'echo chamber.' This suggests that its academic influence is validated by the broader scientific community rather than being oversized by internal dynamics, reflecting healthy external engagement.
The institution shows high exposure in this area, with a Z-score of 2.222 that is notably higher than the national average of 1.099. This indicates that the college is more prone than its national peers to publishing in journals that cease to meet international quality or ethical standards. This pattern constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. Such a high Z-score suggests a significant portion of its scientific production is channeled through questionable media, exposing the institution to severe reputational risks and signaling an urgent need for improved information literacy to prevent the waste of resources on 'predatory' or low-integrity practices.
The institution maintains a prudent profile with a Z-score of -1.089, slightly more rigorous than the national standard of -1.024. This indicates that the management of authorship attribution is handled with greater care than the national norm. In fields where extensive author lists are not a structural necessity, a low rate is a positive sign. It suggests the institution effectively avoids practices like author list inflation or 'honorary' authorships, thereby preserving individual accountability and transparency in its research contributions.
With a Z-score of -2.745, the institution shows a very low-risk profile, which is consistent with the low-risk national environment (Z-score: -0.292). The absence of a significant positive gap demonstrates that the institution's scientific prestige is not overly dependent on external partners. This low value is a strong indicator of sustainability, suggesting that its excellence metrics are the result of genuine internal capacity and intellectual leadership, rather than a strategic positioning in collaborations where it plays a secondary role.
The institution's Z-score of -1.413 is in the very low-risk category, aligning with the low-risk national context (Z-score: -0.067) but showing even greater control. This absence of risk signals indicates a healthy balance between productivity and quality. While high productivity can be positive, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The institution's very low score suggests it is effectively avoiding risks such as coercive authorship or the assignment of credit without real participation, prioritizing the integrity of the scientific record over pure metrics.
The institution's Z-score of -0.268 is almost identical to the national average of -0.250, both in the very low-risk category. This reflects a perfect integrity synchrony, showing total alignment with a national environment of maximum scientific security in this regard. While in-house journals can be valuable, the institution's minimal reliance on them demonstrates a commitment to external validation. This practice avoids potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent peer review and achieves global visibility rather than using internal channels as 'fast tracks' for publication.
With a Z-score of 1.340, the institution demonstrates high exposure to this risk, surpassing the national medium-risk average of 0.720. This suggests the college is more prone than its peers to practices that artificially inflate productivity. A high value in this indicator alerts to the potential fragmentation of coherent studies into 'minimal publishable units,' a practice known as 'salami slicing.' This behavior not only overburdens the peer review system but also distorts the available scientific evidence, prioritizing publication volume over the generation of significant new knowledge.
