| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.732 | -0.927 |
|
Retracted Output
|
-0.334 | 0.279 |
|
Institutional Self-Citation
|
0.615 | 0.520 |
|
Discontinued Journals Output
|
0.115 | 1.099 |
|
Hyperauthored Output
|
-1.204 | -1.024 |
|
Leadership Impact Gap
|
-1.151 | -0.292 |
|
Hyperprolific Authors
|
0.223 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
0.108 | 0.720 |
Jamia Millia Islamia Central University presents a robust scientific integrity profile, marked by an overall risk score of -0.236, which indicates a performance well-aligned with responsible research practices. The institution demonstrates significant strengths in maintaining intellectual leadership, with a minimal gap between its overall research impact and the impact of its self-led projects. Further areas of excellence include a near-total absence of output in its own institutional journals and a very low rate of hyper-authored publications, signaling a strong commitment to external validation and transparent authorship. However, areas requiring strategic attention include a moderate rate of institutional self-citation and a tendency towards hyperprolific authorship, which are slightly more pronounced than national averages. These indicators, if left unmonitored, could challenge the university's mission to be a "world-class teaching cum research university" by creating perceptions of academic insularity or a focus on quantity over quality. The university's outstanding performance in key SCImago Institutions Rankings thematic areas, particularly its national leadership in Chemistry (ranked #1 in India) and strong positions in Dentistry (ranked #5) and Pharmacology, Toxicology and Pharmaceutics (ranked #12), provides a solid foundation of excellence. To fully realize its mission, it is recommended that the institution leverage its clear strengths in research governance to develop targeted policies that address the identified vulnerabilities, thereby ensuring its pursuit of quality and global collaboration remains unimpeachable.
The institution's Z-score of -0.732 shows a slight divergence from the national Z-score of -0.927. This indicates that while the university maintains a very low-risk profile in this area, it shows minor signals of activity in a context where such signals are almost non-existent nationally. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor deviation suggests the emergence of patterns that, while not yet a concern, warrant observation to ensure they reflect genuine collaboration rather than early signs of strategic attempts to inflate institutional credit.
With a Z-score of -0.334, the institution demonstrates notable resilience compared to the national Z-score of 0.279. This suggests that the university's internal quality control mechanisms are effectively mitigating a systemic risk that is more prevalent across the country. Retractions can be complex, but a rate significantly lower than the national average points towards robust pre-publication supervision and a strong integrity culture. This performance indicates that potential methodological errors or malpractice are being successfully filtered, reinforcing the institution's commitment to producing reliable and high-quality scientific output.
The university's Z-score of 0.615 indicates a higher exposure to this risk compared to the national average of 0.520. This suggests that the institution is more prone to insular citation patterns than its peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate can signal the formation of 'echo chambers' where work is validated internally without sufficient external scrutiny. This dynamic warns of a potential for endogamous impact inflation, where academic influence might be oversized by internal dynamics rather than by broader recognition from the global scientific community, and should be monitored to encourage wider engagement.
The institution exhibits differentiated management in this area, with a Z-score of 0.115, which is substantially lower than the national Z-score of 1.099. This performance indicates that the university is successfully moderating a risk that appears to be common practice at the national level. A low proportion of publications in such journals signals effective due diligence in selecting dissemination channels. By avoiding media that fail to meet international ethical or quality standards, the institution protects itself from severe reputational risks and demonstrates a commitment to information literacy that prevents the waste of resources on 'predatory' or low-quality publishing practices.
With a Z-score of -1.204, the institution's performance aligns consistently with the low-risk national profile (Z-score of -1.024). The complete absence of risk signals in this indicator is a positive sign of sound academic governance. This demonstrates that, outside of legitimate 'Big Science' contexts, the university's authorship practices are transparent and avoid the trend of author list inflation. This commitment to clear attribution ensures that individual accountability is maintained and distinguishes genuine massive collaboration from questionable 'honorary' authorship practices.
The university's Z-score of -1.151 is exceptionally low, indicating a significant strength, particularly when compared to the national Z-score of -0.292. This result shows a strong consistency between the impact of the institution's overall output and the impact of the research it leads. It signals that the university's scientific prestige is not dependent on external partners but is generated by its own structural capacity and intellectual leadership. This reflects a sustainable model of excellence, where high-impact research is a direct result of genuine internal capabilities rather than strategic positioning in collaborations led by others.
A moderate deviation is observed in this indicator, with the institution's Z-score at 0.223, while the national Z-score is -0.067. This suggests the university shows a greater sensitivity to this risk factor than its national peers. While high productivity can reflect leadership, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This signal warrants a review of the balance between quantity and quality, as it can point to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metric inflation over the integrity of the scientific record.
The institution's Z-score of -0.268 signifies a total operational silence in this risk area, performing even better than the already low national average of -0.250. This exemplary result indicates a complete absence of reliance on in-house journals for scholarly communication. By channeling its research through external venues, the university avoids any potential conflicts of interest where it might act as both judge and party. This practice ensures that its scientific production undergoes independent, competitive peer review, maximizing global visibility and demonstrating a firm commitment to objective validation.
The university demonstrates differentiated management of this risk, with a Z-score of 0.108 that is significantly lower than the national Z-score of 0.720. This indicates that the institution is effectively moderating a practice that is more common in the wider national context. A low value in this indicator alerts to a healthy publication strategy focused on presenting coherent studies rather than fragmenting data into 'minimal publishable units' to artificially inflate productivity. This approach upholds the integrity of the scientific evidence base and prioritizes the generation of significant new knowledge over mere volume.
