| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.423 | -0.927 |
|
Retracted Output
|
-0.493 | 0.279 |
|
Institutional Self-Citation
|
-0.065 | 0.520 |
|
Discontinued Journals Output
|
0.416 | 1.099 |
|
Hyperauthored Output
|
-1.033 | -1.024 |
|
Leadership Impact Gap
|
-0.922 | -0.292 |
|
Hyperprolific Authors
|
-1.413 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.637 | 0.720 |
Mohan Lal Sukhadia University demonstrates a robust scientific integrity profile, with an overall risk score of -0.508 that indicates a performance significantly healthier than the global average. The institution's primary strengths lie in its exceptionally low rates of retracted output, redundant publications (salami slicing), and hyperprolific authorship, suggesting a strong culture of quality control and responsible research conduct. The only area requiring moderate attention is the rate of publication in discontinued journals, although even here, the university performs better than the national average. This strong integrity foundation directly supports the institution's notable research strengths, as evidenced by its high national rankings in key SCImago thematic areas such as Biochemistry, Genetics and Molecular Biology, Pharmacology, Toxicology and Pharmaceutics, and Environmental Science. The university's commitment to ethical research practices is in perfect alignment with its mission to "impart value based education," "move towards excellence," and prepare "enlightened citizens." By maintaining such a low-risk profile, the institution ensures that its pursuit of knowledge is both credible and sustainable, reinforcing its role as a leader in responsible innovation. The university is encouraged to maintain its excellent internal governance while focusing on enhancing information literacy programs to further mitigate risks associated with publication venue selection.
The institution presents a Z-score of -1.423, which is notably lower than the national average of -0.927. This result signifies a state of total operational silence regarding this risk indicator. The university's rate of multiple affiliations is so minimal that it stands out even within a national context that already demonstrates very low risk. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. The university's exceptionally low score indicates clear, transparent, and unambiguous affiliation practices, reflecting a high degree of organizational integrity.
With an institutional Z-score of -0.493 compared to a national average of 0.279, the university demonstrates a clear preventive isolation from national risk trends. While the country shows a medium-level risk of retractions, the institution maintains a very low-risk profile, suggesting it does not replicate the systemic vulnerabilities observed in its environment. A high rate of retractions can indicate that quality control mechanisms are failing prior to publication. The university’s excellent performance here points to robust internal supervision and a strong integrity culture that effectively prevents methodological or ethical failures from entering the scientific record.
The institution's Z-score of -0.065 is significantly healthier than the national average of 0.520. This contrast highlights a strong degree of institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks of self-citation prevalent in the country. A certain level of self-citation is natural, but high rates can create 'echo chambers' that inflate impact without external validation. By maintaining a low rate, the university demonstrates that its academic influence is validated by the global scientific community, not by endogamous internal dynamics, ensuring its work is subject to broad and diverse scrutiny.
The university's Z-score for this indicator is 0.416, while the national average is 1.099. This reflects a differentiated management approach; although the institution shows medium-level risk signals, it is actively moderating a risk that appears more common and pronounced at the national level. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels, often exposing an institution to reputational damage from 'predatory' practices. The university’s relative control suggests that while not entirely immune to this challenge, its governance is more effective than its peers, though continued vigilance and researcher training are warranted.
The institution's Z-score of -1.033 is nearly identical to the national average of -1.024, indicating a state of statistical normality. The risk level is low and aligns perfectly with the expected context for the country. In specific fields, extensive author lists are legitimate, but elsewhere they can signal author list inflation or a dilution of accountability. The university's alignment with the national norm suggests its collaborative authorship practices are standard and do not currently present a risk of 'honorary' or unjustified authorship, reflecting a transparent and appropriate approach to crediting contributions.
With a Z-score of -0.922, the institution shows a very low-risk profile, which is consistent with and even stronger than the low-risk national average of -0.292. This low-profile consistency signals a healthy and sustainable research ecosystem. A wide positive gap can suggest that an institution's prestige is dependent on external partners rather than its own structural capacity. The university's very low score is a significant strength, indicating that its scientific impact is driven by research where it exercises direct intellectual leadership, demonstrating robust internal capabilities and long-term academic self-sufficiency.
The university's Z-score of -1.413 is exceptionally low, especially when compared to the national average of -0.067. This demonstrates a low-profile consistency, where the complete absence of risk signals at the institutional level aligns with a broader national standard of low risk. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to coercive or honorary authorship. The university's near-zero incidence of this practice is a testament to an academic culture that prioritizes the quality and integrity of the scientific record over the artificial inflation of productivity metrics.
The institution's Z-score of -0.268 is in close alignment with the national average of -0.250. This demonstrates a clear integrity synchrony, where the university's practices are in total harmony with a national environment of maximum scientific security in this area. Excessive dependence on in-house journals can raise conflicts of interest and bypass independent peer review. The university's very low score, matching the national trend, confirms a strong commitment to external validation and global visibility, avoiding the risks of academic endogamy and ensuring its research is assessed by competitive international standards.
The institution's Z-score of -0.637 contrasts sharply with the national average of 0.720, showcasing a pattern of preventive isolation. While the national system shows a medium-level vulnerability to 'salami slicing,' the university has effectively insulated itself from this dynamic. This practice, which involves dividing a study into minimal publishable units to inflate productivity, distorts the scientific evidence base. The university's very low rate indicates a strong institutional policy or culture that discourages data fragmentation and prioritizes the publication of complete, significant studies over sheer volume.