| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.941 | -0.927 |
|
Retracted Output
|
-0.184 | 0.279 |
|
Institutional Self-Citation
|
0.727 | 0.520 |
|
Discontinued Journals Output
|
0.336 | 1.099 |
|
Hyperauthored Output
|
-1.039 | -1.024 |
|
Leadership Impact Gap
|
-0.296 | -0.292 |
|
Hyperprolific Authors
|
-0.991 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
1.030 | 0.720 |
The University of Lucknow presents a balanced integrity profile, with an overall score of -0.187 that indicates a general alignment with sound scientific practices, albeit with specific areas requiring strategic attention. The institution demonstrates significant strengths in maintaining very low rates of multiple affiliations, hyperprolific authorship, and publication in its own journals, showcasing robust internal governance. However, vulnerabilities are evident in its medium-risk levels for institutional self-citation and redundant output, which exceed national averages and suggest a tendency towards insular validation and productivity inflation. These risk factors could potentially undermine the core tenets of its mission to be a "University driven by values" and to promote "social and spiritual advancement," as true advancement relies on externally validated, high-quality knowledge. The University's strong academic positioning, evidenced by its SCImago Institutions Rankings in key areas such as Medicine (ranked 58th in India), Business, Management and Accounting (66th), and Pharmacology, Toxicology and Pharmaceutics (100th), provides a solid foundation of excellence. To fully align its practices with its mission, it is recommended that the University leverage its reputable academic standing to foster a culture of greater external collaboration and prioritize impactful research over sheer volume, thereby reinforcing its commitment to societal progress through unimpeachable scientific integrity.
The University of Lucknow demonstrates exceptional performance in this indicator with a Z-score of -0.941, which is in close alignment with the national average of -0.927. This result reflects a state of integrity synchrony, where the institution's practices are perfectly harmonized with a national environment of maximum scientific security regarding author affiliations. The complete absence of risk signals indicates a transparent and clear policy on institutional credit. This low rate confirms that affiliations are used legitimately to reflect genuine collaborations, rather than as a strategic tool to inflate institutional credit, reinforcing the University's commitment to ethical academic representation.
With a Z-score of -0.184, the University of Lucknow exhibits a low rate of retractions, a positive signal that contrasts sharply with the medium-risk national average of 0.279. This demonstrates strong institutional resilience, suggesting that the University's internal control mechanisms are effectively mitigating the systemic risks observed elsewhere in the country. While some retractions can signify responsible supervision and the honest correction of errors, this low value indicates that the quality control and peer review processes prior to publication are robust and function as an effective filter, preventing the systemic recurrence of malpractice or methodological flaws that could compromise the institution's integrity culture.
The University of Lucknow's Z-score for this indicator is 0.727, a value that places it in the medium-risk category and is notably higher than the national average of 0.520. This suggests a high exposure to this risk, indicating the institution is more prone to these alert signals than its national peers. While a certain level of self-citation is natural to reflect ongoing research lines, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This value 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 shows a Z-score of 0.336 in this area, which, while categorized as a medium risk, is significantly lower than the national average of 1.099. This points to a differentiated management approach, where the University successfully moderates a risk that appears to be more common at the national level. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels. The University's ability to contain this risk below the national trend suggests a more informed approach among its researchers, though continued vigilance is needed to ensure resources are not wasted on 'predatory' or low-quality media that could pose severe reputational risks.
With a Z-score of -1.039, which is almost identical to the national average of -1.024, the University of Lucknow's performance reflects statistical normality. The risk level is low and precisely what is expected for an institution of its context and size. This indicates that the University's authorship practices are well-aligned with disciplinary norms, successfully distinguishing between necessary massive collaboration in "Big Science" fields and inappropriate author list inflation. The low score suggests that individual accountability and transparency in authorship are being maintained, avoiding the dilution of credit through 'honorary' or political practices.
The University's Z-score of -0.296 is in very close alignment with the national average of -0.292, indicating a state of statistical normality. This low-risk value suggests a healthy balance between the impact generated through collaborations and the impact of research led directly by the institution. It signifies that the University's scientific prestige is not overly dependent on external partners but is supported by a solid foundation of internal capacity and intellectual leadership. This sustainable model ensures that its excellence metrics are a true reflection of its structural research capabilities.
The University of Lucknow shows a Z-score of -0.991, a very low-risk value that is significantly better than the national low-risk average of -0.067. This demonstrates a low-profile consistency, where the complete absence of risk signals in this area aligns with and even exceeds the national standard for responsible productivity. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. Therefore, this excellent result indicates a healthy balance between quantity and quality, suggesting that the institution is effectively avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record.
With a Z-score of -0.268, which is nearly identical to the country's average of -0.250, the University operates in complete integrity synchrony with its national environment. This very low-risk score signifies a total alignment with a context of maximum scientific security in this domain. It demonstrates that the institution does not excessively depend on its in-house journals, thus avoiding potential conflicts of interest and academic endogamy. By favoring external, independent peer review, the University ensures its scientific production achieves global visibility and undergoes standard competitive validation, rather than using internal channels as potential 'fast tracks' to inflate publication records.
The University of Lucknow has a Z-score of 1.030 for this indicator, a medium-risk value that is considerably higher than the national average of 0.720. This indicates a high exposure to this risk, suggesting the institution is more prone to this practice than its peers. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing,' where a study is divided into minimal publishable units to artificially inflate productivity. This elevated score serves as an alert that such practices may be distorting the scientific evidence produced by the institution and overburdening the review system, signaling a need to reinforce policies that prioritize significant new knowledge over publication volume.
