| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.796 | -0.927 |
|
Retracted Output
|
-0.277 | 0.279 |
|
Institutional Self-Citation
|
0.893 | 0.520 |
|
Discontinued Journals Output
|
-0.511 | 1.099 |
|
Hyperauthored Output
|
-1.161 | -1.024 |
|
Leadership Impact Gap
|
-0.254 | -0.292 |
|
Hyperprolific Authors
|
0.936 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.741 | 0.720 |
The National Institute of Pharmaceutical Education and Research showcases a commendable scientific integrity profile, evidenced by a low-risk overall score of -0.261. This performance is anchored in exceptional control over publication practices, particularly in avoiding discontinued journals and redundant output, where the Institute effectively insulates itself from adverse national trends. Areas warranting strategic attention include a medium-risk tendency towards institutional self-citation and a concentration of hyperprolific authors, which are higher than the national average. This strong integrity framework underpins the Institute's outstanding thematic leadership, highlighted by its SCImago Institutions Rankings data, where it ranks 2nd in India for Pharmacology, Toxicology and Pharmaceutics, and holds strong national positions in Medicine (31st) and Agricultural and Biological Sciences (30th). This performance aligns well with its mission to deliver "quality education" and "innovative research." However, the identified risks in citation and productivity patterns could subtly undermine this mission by creating an internal focus that may conflict with the goal of addressing "global challenges." By proactively managing these specific vulnerabilities, the Institute can ensure its significant scientific contributions are built upon a foundation of unquestionable integrity, reinforcing its role as a national and international leader.
The institution's Z-score of -0.796 indicates a low rate of multiple affiliations, representing a slight divergence from the national Z-score of -0.927, which is considered very low. This suggests the center is beginning to show minor signals of this activity that are not yet apparent in the rest of the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this small uptick warrants passive monitoring to ensure it reflects genuine collaboration rather than early signs of strategic "affiliation shopping" aimed at inflating institutional credit.
With a Z-score of -0.277, the institution demonstrates a low rate of retracted publications, showcasing significant institutional resilience when compared to the country's medium-risk Z-score of 0.279. This positive gap suggests that the institution's internal control mechanisms are effectively mitigating systemic risks present in the national scientific environment. A low rate of retractions is a sign of responsible supervision and a healthy integrity culture, indicating that quality control mechanisms prior to publication are functioning well and preventing the type of recurring methodological or ethical issues that may be more prevalent nationally.
The institution's Z-score of 0.893 places it in the medium-risk category for institutional self-citation, a level similar to the country's Z-score of 0.520. However, the institution's score is notably higher than the national average, indicating a high exposure to this risk factor. A certain level of self-citation is natural, but this disproportionately high rate signals a potential "echo chamber" where work is validated internally without sufficient external scrutiny. This trend warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution exhibits an exemplary Z-score of -0.511 (very low risk) for publications in discontinued journals, demonstrating a clear preventive isolation from the national trend, where the Z-score is a medium-risk 1.099. This performance indicates that the institution does not replicate the risk dynamics observed in its environment. Such a low score is a critical sign of robust due diligence in selecting dissemination channels, effectively protecting the institution from the severe reputational risks associated with "predatory" or low-quality publishing and ensuring research resources are not wasted.
With a Z-score of -1.161, the institution maintains a very low rate of hyper-authored output, showing low-profile consistency with the national standard (Z-score: -1.024). The complete absence of risk signals in this area aligns with, and even improves upon, the low-risk national benchmark. This indicates that authorship practices are well-governed and transparent, successfully distinguishing between necessary large-scale collaboration and potentially problematic "honorary" authorship, thereby preserving individual accountability.
The institution's Z-score of -0.254 reflects a low-risk gap, indicating statistical normality as it aligns almost perfectly with the country's Z-score of -0.292. This risk level is as expected for its context, showing a healthy and sustainable balance between the impact generated from all its collaborations and the impact from research where it exercises direct intellectual leadership. This result suggests that the institution's scientific prestige is not overly dependent on external partners but is rooted in genuine internal capacity.
The institution's Z-score of 0.936 for hyperprolific authors is a medium-risk signal that represents a moderate deviation from the national context, where the Z-score is a low-risk -0.067. This indicates that the center shows a greater sensitivity to risk factors encouraging extreme publication volumes than its national peers. This alert points to potential imbalances between quantity and quality, and it is crucial to investigate whether these high outputs are the result of exceptional leadership or of dynamics such as coercive authorship or data fragmentation that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution's rate of publication in its own journals is very low, demonstrating integrity synchrony with the national environment (Z-score: -0.250). This total alignment with a context of maximum scientific security is a positive sign. It indicates a strong commitment to independent, external peer review and a focus on global visibility, successfully avoiding the risks of academic endogamy and potential conflicts of interest that can arise from excessive reliance on in-house publication channels.
The institution shows a very low-risk Z-score of -0.741 for redundant output, a clear sign of preventive isolation from the national scientific environment, which registers a medium-risk Z-score of 0.720. This strong performance indicates the institution does not replicate the risk dynamics prevalent in the country. It suggests the existence of effective policies or a research culture that discourages "salami slicing"—the practice of fragmenting a study into minimal publishable units—thereby prioritizing the generation of significant new knowledge over the artificial inflation of productivity metrics.