| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.034 | -0.927 |
|
Retracted Output
|
2.024 | 0.279 |
|
Institutional Self-Citation
|
-0.373 | 0.520 |
|
Discontinued Journals Output
|
-0.146 | 1.099 |
|
Hyperauthored Output
|
-0.415 | -1.024 |
|
Leadership Impact Gap
|
-0.900 | -0.292 |
|
Hyperprolific Authors
|
1.529 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.282 | 0.720 |
Presidency University, Kolkata, presents a profile of notable strengths in scientific integrity, counterbalanced by specific, high-priority areas for improvement. With an overall score of 0.502, the institution demonstrates robust control over most risk indicators, particularly in managing self-citation, publication in discontinued journals, and redundant output, where it significantly outperforms national averages. These strengths provide a solid foundation for its academic mission. This operational excellence is reflected in its high national rankings in key thematic areas, including a standout position in Energy (ranked 2nd in India), along with strong showings in Pharmacology, Toxicology and Pharmaceutics (23rd) and Agricultural and Biological Sciences (50th), according to SCImago Institutions Rankings data. However, this strong research profile is critically undermined by a significant risk in the Rate of Retracted Output and a medium risk concerning Hyperprolific Authors. These integrity flags, if left unaddressed, could compromise the university's reputation for excellence and its implicit mission of social responsibility. A proactive strategy to investigate and rectify the root causes of these specific issues will be crucial to ensure that the institution's celebrated research output is synonymous with unimpeachable scientific quality.
The institution exhibits total operational silence in this area, with a Z-score of -1.034, which is even lower than the national average of -0.927. This complete absence of risk signals indicates that the university's affiliation practices are transparent and well-governed. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's exceptionally low score confirms it is not engaged in such practices, reflecting a clear and unambiguous approach to collaborative credit.
A critical alert is raised by the institution's Z-score of 2.024, which significantly amplifies the vulnerabilities already present in the national system (Z-score: 0.279). Retractions are complex events, but a rate this far above the norm suggests that quality control mechanisms prior to publication may be failing systemically. This high Z-score moves beyond the possibility of honest error correction and points to a significant vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The university demonstrates notable institutional resilience, with its low-risk Z-score of -0.373 effectively mitigating the systemic risks observed at the national level (Z-score: 0.520). A certain level of self-citation is natural, but the country's moderate score suggests a broader tendency toward 'echo chambers'. By maintaining a low rate, the institution avoids the risk of endogamous impact inflation, signaling that its academic influence is validated by the global community rather than being oversized by internal dynamics.
The institution shows strong institutional resilience by maintaining a low Z-score of -0.146, in stark contrast to the country's medium-risk Z-score of 1.099. This indicates that the university exercises robust due diligence in selecting dissemination channels, a control mechanism that appears less common nationally. A high proportion of publications in such journals constitutes a critical alert, but the university's performance shows it is effectively protecting itself from the severe reputational risks associated with 'predatory' or low-quality publishing practices.
An incipient vulnerability is detected in this indicator. Although the institution's Z-score of -0.415 is in the low-risk category, it is higher than the national average of -1.024, suggesting a slight upward trend compared to its peers. While extensive author lists are legitimate in 'Big Science', this subtle increase warrants review to ensure it reflects necessary massive collaboration rather than a drift toward 'honorary' or political authorship practices that can dilute individual accountability and transparency.
The institution demonstrates low-profile consistency, with an exceptionally low Z-score of -0.900 that aligns with and improves upon the national standard (Z-score: -0.292). A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own capacity. The university's very low score indicates the opposite: a healthy and sustainable scientific model where its global impact is firmly rooted in research where it exercises direct intellectual leadership.
The university shows a moderate deviation from the national standard, with a Z-score of 1.529 that indicates greater sensitivity to this risk factor compared to its peers (country Z-score: -0.067). Extreme individual publication volumes challenge the limits of meaningful intellectual contribution. This elevated indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship, 'salami slicing,' or authorship assigned without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution demonstrates perfect integrity synchrony with its environment, showing total alignment with a national context of maximum scientific security. Its Z-score of -0.268 is nearly identical to the country's average of -0.250. This confirms a complete absence of risk related to academic endogamy or conflicts of interest. It indicates that scientific production consistently undergoes independent external peer review, bypassing the potential 'fast tracks' of in-house journals and ensuring its work is validated through standard competitive channels.
The university's performance reflects strong institutional resilience, as its low Z-score of -0.282 effectively counters the medium-risk trend seen at the national level (Z-score: 0.720). Massive bibliographic overlap often indicates 'salami slicing'—the practice of fragmenting a study to artificially inflate productivity. By maintaining a low rate, the institution shows a commitment to publishing significant, coherent knowledge, thereby avoiding practices that distort scientific evidence and overburden the review system.
