| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.081 | -0.927 |
|
Retracted Output
|
1.113 | 0.279 |
|
Institutional Self-Citation
|
1.424 | 0.520 |
|
Discontinued Journals Output
|
0.425 | 1.099 |
|
Hyperauthored Output
|
0.062 | -1.024 |
|
Leadership Impact Gap
|
0.100 | -0.292 |
|
Hyperprolific Authors
|
-0.089 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.468 | 0.720 |
Homi Bhabha National Institute presents a complex profile of scientific integrity, marked by areas of exemplary practice alongside significant vulnerabilities that require strategic attention. With an overall score of 0.331, the institution demonstrates robust control in key areas, showing a very low risk in Rate of Multiple Affiliations, Rate of Redundant Output, and Rate of Output in Institutional Journals. However, these strengths are counterbalanced by a critical alert in the Rate of Retracted Output and medium-risk signals in Institutional Self-Citation, Hyper-Authored Output, and the impact gap of its research. According to SCImago Institutions Rankings data, the Institute holds a strong national position in several key disciplines, including Dentistry, Medicine, Biochemistry, Genetics and Molecular Biology, and Physics and Astronomy. The high rate of retractions, however, poses a direct threat to the credibility underpinning this academic excellence. To safeguard its reputation and align its practices with the universal mission of pursuing knowledge with integrity and social responsibility, the institution should leverage its process strengths to implement a targeted review of its pre-publication quality control and authorship ethics, ensuring its operational reality fully supports its distinguished research standing.
The institution exhibits a state of total operational silence regarding this indicator, with a Z-score of -1.081, which is even lower than the already minimal national average of -0.927. This demonstrates an exceptional absence of risk signals, suggesting that affiliation practices are clear, transparent, and well-governed. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. The Institute's extremely low score indicates that its collaborative framework is robust and not susceptible to such strategic manipulation, reflecting a culture of straightforward academic crediting.
With a Z-score of 1.113, the institution's rate of retractions is significantly elevated compared to the national average of 0.279, indicating an accentuation of a vulnerability present in the national system. Retractions are complex events, but a rate this high suggests that internal quality control mechanisms may be failing systemically. This score serves as a critical alert to a potential weakness in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The institution shows high exposure to this risk, with a Z-score of 1.424, markedly higher than the national average of 0.520. This suggests the center is more prone to developing 'echo chambers' than its peers. While a certain level of self-citation is natural, this disproportionately high rate warns of potential endogamous impact inflation, where the institution's academic influence might be oversized by internal dynamics rather than validated by the broader global community. This pattern could signal scientific isolation and warrants a review of how its research engages with external scholarship.
The institution demonstrates effective and differentiated management in its publication strategy, with a Z-score of 0.425, well below the national average of 1.099. This indicates that the center successfully moderates a risk that appears more common across the country. A high proportion of output in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels. The Institute's comparatively low score suggests its researchers exercise greater discernment, avoiding channels that fail to meet international ethical or quality standards and thereby protecting the institution from associated reputational damage.
A moderate deviation from the national standard is observed, with the institution's Z-score at 0.062 while the country average is -1.024. This indicates a greater sensitivity to risk factors related to authorship than its national peers. Outside of 'Big Science' contexts where extensive author lists are normal, a high score can indicate author list inflation, which dilutes individual accountability. This signal suggests a need to analyze authorship practices to distinguish between necessary massive collaboration and potentially 'honorary' or political attributions that could compromise transparency.
The institution displays a moderate deviation from the national trend, with a Z-score of 0.100 against a country average of -0.292. This positive gap suggests a greater sensitivity to risks of dependency on external partners for impact. A wide gap where global impact is high but the impact of institution-led research is low signals a sustainability risk. The current value suggests that a portion of its scientific prestige may be dependent and exogenous, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's risk level in this area is in line with statistical normality for its context, with a Z-score of -0.089, which is nearly identical to the national average of -0.067. This alignment suggests that the productivity patterns of its authors are consistent with national standards and do not present an immediate cause for concern. The indicator remains at a low level, indicating that there are no widespread signals of extreme individual publication volumes that might challenge the limits of meaningful intellectual contribution or point to systemic issues like coercive authorship or data fragmentation.
A clear integrity synchrony is evident, as the institution's Z-score of -0.268 is perfectly aligned with the national average of -0.250. This reflects a shared environment of maximum scientific security in this regard. The very low score indicates that the institution does not excessively depend on its own journals for dissemination, thereby avoiding potential conflicts of interest and academic endogamy. This practice ensures that its scientific production is subjected to independent external peer review, reinforcing its commitment to global visibility and competitive validation.
The institution demonstrates a remarkable preventive isolation, with a Z-score of -0.468 in a national context showing a medium-risk average of 0.720. This stark contrast indicates that the center does not replicate the risk dynamics of data fragmentation observed in its environment. A high rate of redundant output, or 'salami slicing,' artificially inflates productivity by dividing studies into minimal publishable units. The Institute's very low score signifies a strong commitment to publishing coherent, significant research, thereby upholding the integrity of the scientific record and setting a positive standard.
