| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.091 | -0.927 |
|
Retracted Output
|
-0.090 | 0.279 |
|
Institutional Self-Citation
|
-0.403 | 0.520 |
|
Discontinued Journals Output
|
0.782 | 1.099 |
|
Hyperauthored Output
|
-1.202 | -1.024 |
|
Leadership Impact Gap
|
-0.380 | -0.292 |
|
Hyperprolific Authors
|
-0.888 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.317 | 0.720 |
The University of Mumbai demonstrates a robust scientific integrity profile, with an overall risk score of -0.210, indicating performance significantly superior to the national average. This strong foundation is built on exceptional control in areas such as the Rate of Multiple Affiliations, Rate of Hyper-Authored Output, and Rate of Output in Institutional Journals, all of which register very low risk. The only notable area for improvement is the Rate of Output in Discontinued Journals, which, despite being better than the national trend, presents a medium-level risk. This commendable integrity landscape provides a solid base for the University's thematic strengths, particularly in Environmental Science (ranked 5th in India), Energy (50th), and Earth and Planetary Sciences (64th), according to SCImago Institutions Rankings data. The institution's low-risk profile directly supports its mission to "advance knowledge" with "honesty" and "contribute effectively to the welfare of society." However, the identified risk in publication channel selection could undermine the mission's goal of making "optimum use of available resources." To fully align its operational practices with its strategic vision, the University is encouraged to maintain its excellent governance while implementing targeted guidance for researchers on selecting high-quality, reputable journals.
The institution shows a complete absence of risk signals related to multiple affiliations, with a Z-score of -1.091 that is even lower than the national average of -0.927. This indicates total operational silence in this area. While multiple affiliations are often a legitimate result of researcher mobility or partnerships between universities, disproportionately high rates can signal strategic attempts to inflate institutional credit. The University of Mumbai's extremely low score confirms that its collaborative practices are transparent and free from any indicators of “affiliation shopping,” reflecting a healthy and well-governed research environment.
With a Z-score of -0.090, the University of Mumbai demonstrates strong institutional resilience against the systemic risks of retractions observed nationally (Z-score: 0.279). This suggests that the institution's internal control mechanisms are effectively mitigating a trend present in its environment. Retractions are complex events, and a high rate can suggest that quality control mechanisms prior to publication may be failing. The University's low score indicates that its pre-publication review and supervision processes are robust, fostering an integrity culture that successfully prevents the type of recurring malpractice or lack of methodological rigor that would require corrective action.
The institution displays notable resilience, with a Z-score of -0.403 for institutional self-citation, contrasting sharply with the medium-risk national average of 0.520. This suggests that the University's control mechanisms are successfully preventing the development of concerning scientific isolation. While a certain level of self-citation is natural and reflects the continuity of established research lines, disproportionately high rates can signal 'echo chambers' where the institution validates its own work without sufficient external scrutiny. The University's low score indicates a healthy integration with the global scientific community, where its academic influence is built on external recognition rather than being inflated by endogamous internal dynamics.
The University of Mumbai's Z-score for publications in discontinued journals is 0.782, which, while indicating a medium-level risk, also points to differentiated management that moderates a more pronounced national trend (Z-score: 1.099). A high proportion of output in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. The current score indicates that a portion of the University's scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The University of Mumbai maintains a profile of low-profile consistency, with a Z-score of -1.202 for hyper-authored output, which is even more conservative than the low-risk national standard (-1.024). This absence of risk signals demonstrates a strong alignment with responsible authorship practices. While extensive author lists are legitimate in 'Big Science' contexts, a high rate outside these areas can indicate author list inflation, diluting individual accountability. The University's very low score confirms that its authorship practices are transparent and well-governed, effectively distinguishing between necessary massive collaboration and questionable 'honorary' authorship.
The institution exhibits a prudent profile regarding its scientific leadership, with a Z-score of -0.380, indicating more rigorous management of its research impact compared to the national standard (-0.292). A very wide positive gap in this indicator can signal a sustainability risk, where scientific prestige is dependent and exogenous, not structural. The University's negative and low score suggests a healthy balance, where its global impact is strongly correlated with research in which it exercises intellectual leadership. This reflects a sustainable model of scientific development built on real internal capacity rather than strategic positioning in external collaborations.
With a Z-score of -0.888, the University of Mumbai demonstrates a prudent approach to author productivity, managing its processes with significantly more rigor than the national standard (-0.067). While high productivity can evidence leadership, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. A high indicator can point to risks such as coercive authorship or the assignment of authorship without real participation. The University's low score indicates a healthy balance between quantity and quality, suggesting an environment that prioritizes the integrity of the scientific record over the inflation of productivity metrics.
The University's Z-score of -0.268 for output in its own journals shows a total alignment with the national environment (-0.250), reflecting integrity synchrony in a context of maximum scientific security. While in-house journals can be valuable for local dissemination, excessive dependence on them raises conflicts of interest and risks academic endogamy. The University's very low score demonstrates that its researchers primarily seek validation through independent external peer review, ensuring their work has global visibility and is not channeled through internal 'fast tracks' that bypass standard competitive validation.
The institution shows remarkable resilience against the practice of redundant publication, with a Z-score of -0.317, in stark contrast to the medium-risk national trend (0.720). This suggests that internal controls are effectively preventing a systemic issue. Massive and recurring bibliographic overlap between simultaneous publications usually indicates data fragmentation or 'salami slicing' to artificially inflate productivity. The University's low score confirms that its research culture promotes the publication of coherent, significant studies over the division of work into minimal publishable units, thereby upholding the integrity of the scientific evidence base and prioritizing new knowledge.
