| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.727 | -0.927 |
|
Retracted Output
|
5.480 | 0.279 |
|
Institutional Self-Citation
|
0.562 | 0.520 |
|
Discontinued Journals Output
|
1.257 | 1.099 |
|
Hyperauthored Output
|
-1.233 | -1.024 |
|
Leadership Impact Gap
|
-1.678 | -0.292 |
|
Hyperprolific Authors
|
-0.104 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
1.665 | 0.720 |
Bangalore University presents a complex integrity profile, marked by a significant overall risk score of 1.897. This score reflects a duality in its research culture: on one hand, the institution demonstrates commendable governance in areas such as authorship accountability, reliance on external peer review, and the development of strong internal research leadership. On the other hand, these strengths are overshadowed by critical vulnerabilities, most notably an exceptionally high rate of retracted publications and concerning levels of redundant output, multiple affiliations, and publications in discontinued journals. According to SCImago Institutions Rankings data, the university's key research strengths lie in Agricultural and Biological Sciences, Earth and Planetary Sciences, and Biochemistry, Genetics and Molecular Biology. However, the identified integrity risks directly challenge the institution's mission to pursue "academic excellence through high quality research and publication" and "inculcate right values." These practices undermine the credibility of its scientific contributions and pose a reputational threat that could compromise its goal of national advancement. To bridge this gap between mission and practice, it is recommended that the university leverage its areas of strong governance to implement robust quality control and ethical oversight mechanisms, ensuring its operational conduct fully aligns with its commitment to excellence and social responsibility.
The institution exhibits a Z-score of 0.727 in this indicator, a stark contrast to the national average of -0.927. This divergence from a national environment with very low risk signals an unusual pattern that requires strategic review. The data suggests a need to investigate the causes behind this elevated rate. While multiple affiliations can be a legitimate outcome of collaboration, a disproportionately high rate, especially when it is an outlier within the national context, can signal strategic attempts to inflate institutional credit or "affiliation shopping," which warrants a closer examination of institutional policies.
With a Z-score of 5.480, the institution's rate of retractions is at a critical level, significantly amplifying the vulnerabilities already present in the national system, which has a moderate risk score of 0.279. This severe discrepancy suggests that quality control mechanisms prior to publication may be failing systemically. A rate this far above the global average is a major red flag for the institution's integrity culture, indicating that recurring malpractice or a fundamental lack of methodological rigor may be present. This finding demands immediate qualitative verification by management to protect the institution's scientific reputation.
The institution's Z-score of 0.562 is closely aligned with the national average of 0.520, indicating that its self-citation practices reflect a systemic pattern common throughout the country's research ecosystem. This alignment suggests that the institution's behavior is influenced by shared national practices or regulations. Nevertheless, this moderate level of self-citation carries the risk of creating scientific 'echo chambers' where work is validated without sufficient external scrutiny. It warns of a potential for endogamous impact inflation, where academic influence may be more a product of internal dynamics than recognition from the global community.
The institution shows a Z-score of 1.257, which is higher than the national average of 1.099. This indicates that the university is more exposed than its national peers to the risks associated with publishing in low-quality venues. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. This pattern suggests that a significant portion of its scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational damage and highlighting an urgent need for improved information literacy among its researchers.
The institution demonstrates a very low-risk profile with a Z-score of -1.233, which is consistent with the low-risk national standard (Z-score of -1.024). This absence of risk signals indicates that the institution effectively avoids the practice of author list inflation. This strong performance suggests that authorship is generally assigned based on meaningful contributions, reinforcing individual accountability and transparency in line with national best practices.
With a Z-score of -1.678, the institution shows an exceptionally low-risk profile, performing significantly better than the national average of -0.292. This result is a strong indicator of research sustainability and autonomy. The minimal gap suggests that the institution's scientific prestige is structural and internally driven, stemming from research where its own members exercise intellectual leadership. This performance demonstrates a robust internal capacity for generating high-impact work, rather than relying on external partners for prestige.
The institution's Z-score of -0.104 is statistically normal and aligns closely with the national average of -0.067. This indicates that the level of risk associated with hyperprolific authors is as expected for its context and size. The data does not suggest any significant imbalances between the quantity and quality of publications at the individual level, nor does it point to widespread risks such as coercive authorship or the assignment of authorship without real participation.
The institution's Z-score of -0.268 is in almost perfect synchrony with the national average of -0.250, reflecting a shared environment of maximum scientific security in this area. This total alignment demonstrates a strong commitment to avoiding academic endogamy. By not depending on its own journals for dissemination, the institution ensures its scientific production undergoes independent external peer review, thereby enhancing its global visibility and upholding competitive validation standards.
The institution's Z-score of 1.665 indicates a high exposure to this risk, significantly exceeding the national average of 0.720. This suggests the university is more prone than its peers to practices like data fragmentation or 'salami slicing.' Such a high value alerts to the possibility that coherent studies are being divided into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence but also overburdens the peer review system, prioritizing publication volume over the generation of significant new knowledge.