Poornima University

Region/Country

Asiatic Region
India
Universities and research institutions

Overall

0.431

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-1.078 -0.927
Retracted Output
-0.193 0.279
Institutional Self-Citation
-0.465 0.520
Discontinued Journals Output
3.715 1.099
Hyperauthored Output
-1.297 -1.024
Leadership Impact Gap
-1.503 -0.292
Hyperprolific Authors
-1.413 -0.067
Institutional Journal Output
-0.268 -0.250
Redundant Output
3.694 0.720
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Poornima University demonstrates a dual profile in scientific integrity, marked by significant strengths in authorship and collaboration governance alongside critical vulnerabilities in publication channel selection and research fragmentation. With an overall integrity score of 0.431, the institution excels in maintaining low rates of multiple affiliations, hyper-authorship, and hyperprolific authors, indicating robust and transparent contribution policies. Furthermore, it shows commendable resilience against national trends in retractions and self-citation. These strengths provide a solid foundation for its academic mission, particularly in its key thematic areas of Engineering and Mathematics, as identified by SCImago Institutions Rankings data. However, two areas of significant risk—an extremely high rate of publication in discontinued journals and a high rate of redundant output—directly challenge the university's mission "to equip young professionals with dedication and commitment to excellence." These practices undermine the pursuit of excellence and responsible knowledge delivery. By focusing strategic interventions on improving due diligence in journal selection and promoting the publication of substantive, integral research, the university can leverage its existing strengths to build a truly resilient and reputable scientific ecosystem.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -1.078 for multiple affiliations is even lower than the national average of -0.927, indicating a complete absence of risk signals in this area. This demonstrates total operational silence regarding practices like "affiliation shopping." While multiple affiliations can be legitimate, the university's exceptionally low rate suggests its policies ensure that institutional credit is assigned with clarity and transparency, reflecting genuine collaborative contributions rather than strategic attempts to inflate its standing.

Rate of Retracted Output

With a Z-score of -0.193, the university displays a low rate of retracted output, contrasting sharply with the medium-risk national average of 0.279. This suggests a high degree of institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks observed in the broader environment. A rate significantly lower than the national average points to effective quality control and supervision prior to publication, indicating a strong integrity culture that prevents the kind of recurring malpractice or lack of methodological rigor that often leads to a high volume of retractions.

Rate of Institutional Self-Citation

The institution maintains a low Z-score of -0.465 in self-citation, demonstrating effective management in an area where the national average (0.520) signals a medium risk. This performance indicates that the university's control mechanisms are successfully preventing the formation of scientific "echo chambers." A certain level of self-citation is natural, but by keeping its rate low, the institution avoids the risk of endogamous impact inflation, ensuring its academic influence is validated by the global community rather than being artificially oversized by internal dynamics.

Rate of Output in Discontinued Journals

This indicator presents a critical alert, with the institution's Z-score of 3.715 far exceeding the national average of 1.099. This finding suggests the university is not just participating in but actively accentuating a vulnerability present in the national system. A high proportion of scientific production being channeled through media that fail to meet international ethical or quality standards constitutes a severe reputational risk. This signals an urgent need for enhanced information literacy and due diligence in selecting dissemination channels to avoid wasting institutional resources on "predatory" or low-quality practices.

Rate of Hyper-Authored Output

The university's Z-score of -1.297 is very low, aligning with the low-risk national standard (-1.024). This absence of risk signals demonstrates a consistent and healthy approach to authorship. While extensive author lists are legitimate in "Big Science," the institution's low rate outside these contexts indicates that it successfully avoids author list inflation. This reflects a culture of transparency and individual accountability, steering clear of "honorary" or political authorship practices that can dilute the meaning of contributorship.

Gap between Impact of total output and the impact of output with leadership

With a Z-score of -1.503, the institution shows a very low-risk profile, consistent with the low-risk national environment (-0.292). The minimal gap between its overall impact and the impact of research led by its own authors is a strong sign of scientific sustainability and autonomy. This result suggests that the university's scientific prestige is not dependent on external partners but is instead built upon genuine internal capacity and intellectual leadership, a crucial factor for long-term academic excellence.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, reinforcing the low-risk national standard (-0.067). This near-absence of hyperprolific authors indicates a healthy balance between productivity and research quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution, so this low score suggests the institution is not exposed to risks like coercive authorship or "salami slicing" driven by a few individuals. This prioritizes the integrity of the scientific record over the pursuit of inflated metrics.

Rate of Output in Institutional Journals

The university's Z-score of -0.268 is slightly below the already low national average of -0.250, signaling a complete absence of risk related to academic endogamy. By not depending on its own journals for dissemination, the institution avoids potential conflicts of interest where it would act as both judge and party. This commitment to independent external peer review ensures its scientific production is validated through standard competitive channels, thereby maximizing its global visibility and reinforcing its credibility.

Rate of Redundant Output

This indicator is a second critical alert, as the institution's Z-score of 3.694 is drastically higher than the national average of 0.720. This suggests the university is a hotspot for this behavior, amplifying a vulnerability present in the national system. Such a high value, which reflects massive bibliographic overlap between publications, points to a systemic practice of data fragmentation or "salami slicing." This approach, aimed at artificially inflating productivity by dividing a single study into minimal publishable units, distorts the scientific evidence and prioritizes volume over the creation of significant new knowledge.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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