| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.738 | -0.927 |
|
Retracted Output
|
0.023 | 0.279 |
|
Institutional Self-Citation
|
0.308 | 0.520 |
|
Discontinued Journals Output
|
0.199 | 1.099 |
|
Hyperauthored Output
|
-0.467 | -1.024 |
|
Leadership Impact Gap
|
0.242 | -0.292 |
|
Hyperprolific Authors
|
-0.651 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.341 | 0.720 |
The University of Delhi demonstrates a robust and well-balanced scientific integrity profile, reflected in an overall risk score of -0.132, which indicates performance aligned with global best practices. The institution's primary strengths lie in its prudent management of authorship, with very low rates of hyperprolific authors and redundant publications, and its commitment to external validation, evidenced by minimal reliance on institutional journals. While the overall profile is strong, areas for strategic monitoring include a moderate dependency on collaborative impact and a slight uptick in multiple affiliations and hyper-authorship relative to the national context. These results are complemented by the University's outstanding academic leadership, as shown by its top national rankings in the SCImago Institutions Rankings, particularly in Economics, Econometrics and Finance (1st in India), Arts and Humanities (3rd in India), and Agricultural and Biological Sciences (4th in India). To fully realize its mission of fostering "sustained engagement with local, national and global communities," it is crucial to address the risk of impact dependency, ensuring that its global engagement is one of intellectual leadership, not just participation. By reinforcing its internal research capacities, the University can ensure its pursuit of excellence is both structurally sound and fully aligned with its vision of nurturing globally impactful learners.
The institution's Z-score of -0.738 for this indicator shows a slight divergence from the national Z-score of -0.927. This indicates that while the risk level is low, the University shows early signals of this activity that are not as prevalent in the rest of the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor deviation suggests a trend that warrants observation to ensure that all affiliations are substantive and not aimed at strategically inflating institutional credit through practices like “affiliation shopping.”
With a Z-score of 0.023, the University demonstrates significantly better control over publication quality compared to the national average Z-score of 0.279. This suggests a differentiated and more effective management of research integrity, where internal quality control mechanisms successfully moderate a risk that is more common in the country. A high rate of retractions can suggest systemic failures in pre-publication review. The institution's superior performance points to a robust integrity culture that effectively minimizes recurring malpractice or methodological flaws, safeguarding its scientific record.
The institution maintains a Z-score of 0.308, which is notably lower than the national Z-score of 0.520. This performance indicates a differentiated management approach that successfully moderates the risk of academic insularity common in the country. A certain level of self-citation is natural, but disproportionately high rates can signal 'echo chambers' where work is validated without sufficient external scrutiny. The University's lower value suggests it is less prone to endogamous impact inflation, ensuring its academic influence is more authentically recognized by the global community rather than being oversized by internal dynamics.
The University exhibits strong due diligence in selecting publication channels, with a Z-score of 0.199 that is substantially lower than the national Z-score of 1.099. This reflects a more rigorous management of publication strategy, effectively mitigating a risk that is more pronounced nationally. A high proportion of publications in discontinued journals is a critical alert for reputational risk, suggesting that production is channeled through media failing to meet international ethical standards. The institution's commendable performance indicates strong information literacy, protecting its resources and reputation from 'predatory' or low-quality practices.
The institution's Z-score of -0.467, while in the low-risk category, is higher than the national Z-score of -1.024, signaling an incipient vulnerability. This suggests that the University is beginning to show signals of hyper-authorship that warrant review before they escalate. Outside of 'Big Science' contexts where large author lists are standard, this pattern can indicate author list inflation, which dilutes individual accountability. It is advisable to analyze these instances to distinguish between necessary massive collaboration and potential 'honorary' authorship practices.
With a Z-score of 0.242, the institution shows a moderate deviation from the national Z-score of -0.292, indicating a greater sensitivity to this risk factor than its peers. This positive gap suggests that the University's scientific prestige may be significantly dependent on external partners, as its overall impact is much higher than the impact of research where it exercises intellectual leadership. This signals a potential sustainability risk and invites reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it plays a supporting role.
The University demonstrates a prudent profile with a Z-score of -0.651, which is significantly lower than the national Z-score of -0.067. This indicates that the institution manages its authorship processes with more rigor than the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks such as coercive authorship or imbalances between quantity and quality. The institution's low score reflects a healthy research environment that prioritizes the integrity of the scientific record over the inflation of productivity metrics.
The institution's Z-score of -0.268 is in almost perfect synchrony with the national Z-score of -0.250, reflecting a shared alignment with an environment of maximum scientific security in this area. This low rate demonstrates a commitment to avoiding the conflicts of interest and academic endogamy that can arise from over-reliance on in-house journals. By ensuring its scientific production undergoes independent external peer review, the University enhances its global visibility and validates its research through standard competitive channels rather than potentially biased 'fast tracks'.
With a Z-score of -0.341, the institution displays notable resilience against a systemic risk prevalent at the national level, where the Z-score is 0.720. This suggests that the University's internal control mechanisms are effectively mitigating the practice of fragmenting studies into 'minimal publishable units' to artificially inflate productivity. Such 'salami slicing' distorts the scientific evidence base. The institution's strong performance indicates a culture that values the generation of significant new knowledge over the pursuit of volume, thereby upholding the integrity of its research output.
