| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.112 | -0.927 |
|
Retracted Output
|
-0.259 | 0.279 |
|
Institutional Self-Citation
|
-0.140 | 0.520 |
|
Discontinued Journals Output
|
0.837 | 1.099 |
|
Hyperauthored Output
|
-0.930 | -1.024 |
|
Leadership Impact Gap
|
1.125 | -0.292 |
|
Hyperprolific Authors
|
-1.413 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.739 | 0.720 |
The University of Agricultural Sciences, Bangalore, demonstrates a robust scientific integrity profile with an overall risk score of -0.224, indicating performance that is slightly better than the global baseline. The institution's primary strengths lie in its exceptionally low rates of multiple affiliations, hyperprolific authorship, redundant output, and publication in institutional journals, reflecting strong internal governance and a commitment to ethical research practices. However, areas requiring strategic attention include a medium-risk level for output in discontinued journals and a significant gap between its total research impact and the impact of work where it holds intellectual leadership. These vulnerabilities are particularly relevant given the institution's recognized excellence in key thematic areas, as evidenced by its SCImago Institutions Rankings in Agricultural and Biological Sciences, Biochemistry, Genetics and Molecular Biology, and Environmental Science. While the institution's specific mission was not localized for this report, the identified risks—particularly the reliance on external partners for impact—could challenge the long-term sustainability of its leadership and reputation. Upholding the universal academic values of excellence and social responsibility requires not only high-impact output but also ensuring that this impact is generated from a foundation of internal capacity and sound judgment. By addressing these specific vulnerabilities, the University can fortify its solid integrity framework, ensuring its scientific contributions are both impactful and sustainable.
The institution's Z-score of -1.112 is even lower than the national average of -0.927, indicating a complete absence of risk signals in this area. This performance suggests total operational silence regarding practices that could artificially inflate institutional credit. While multiple affiliations can be a legitimate outcome of collaboration, the university's extremely low rate demonstrates a clear and unambiguous affiliation policy that is even more rigorous than the already low-risk national standard, ensuring full transparency in academic contributions.
With a Z-score of -0.259, the institution shows a low risk level, contrasting sharply with the medium-risk national average of 0.279. This disparity points to a high degree of institutional resilience, where internal control mechanisms appear to successfully mitigate systemic risks present in the wider national environment. Retractions are complex events, but a rate significantly below the country's average suggests that the university's quality control and supervision mechanisms prior to publication are functioning effectively, protecting it from the recurring methodological or ethical issues that may be more prevalent elsewhere.
The institution's Z-score of -0.140 (low risk) is notably healthier than the national average of 0.520 (medium risk), demonstrating effective institutional resilience against endogamous citation practices. A certain level of self-citation is natural, but the country's average suggests a tendency towards 'echo chambers'. In contrast, this university's low rate indicates that its work is validated through sufficient external scrutiny rather than relying on internal dynamics. This performance mitigates the risk of inflating its academic influence and shows that its impact is recognized by the broader global community.
The institution's Z-score of 0.837, while in the medium-risk category, is lower than the national average of 1.099. This suggests a degree of differentiated management, where the university moderates a risk that appears to be more common nationally. Nevertheless, a medium-risk score constitutes a critical alert regarding due diligence in selecting publication venues. It indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to reputational risks and suggests a need to enhance information literacy among its researchers to avoid channeling valuable work into 'predatory' or low-quality journals.
The institution's Z-score of -0.930 is slightly higher than the national average of -1.024, although both fall within the low-risk category. This subtle difference suggests an incipient vulnerability that warrants review before it potentially escalates. While extensive author lists are legitimate in 'Big Science', this indicator serves as a signal to ensure that authorship practices remain transparent and accountable across all disciplines. The university should continue to monitor this trend to distinguish between necessary large-scale collaboration and any potential for 'honorary' authorship practices.
The institution exhibits a Z-score of 1.125, a moderate deviation from the national average of -0.292, which is in the low-risk range. This indicates that the university is more sensitive to this risk factor than its national peers. A high positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential sustainability risk. It suggests that the institution's scientific prestige may be overly dependent on external partners and not fully reflective of its own structural capacity. This finding invites a strategic reflection on how to build and showcase internal intellectual leadership to ensure that its excellent metrics are driven by its own core research capabilities.
With an extremely low Z-score of -1.413, the institution demonstrates a near-total absence of risk signals related to hyperprolific authors, aligning with the low-risk national standard (Z-score of -0.067). This low-profile consistency is a positive sign of a balanced research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's very low score indicates that it is not exposed to risks such as coercive authorship or the prioritization of quantity over quality, thereby safeguarding the integrity of its scientific record.
The institution's Z-score of -0.268 is almost identical to the national average of -0.250, with both at a very low risk level. This reflects a state of integrity synchrony, where the university's practices are in total alignment with a national environment of maximum scientific security in this regard. While in-house journals can be valuable, the institution's minimal reliance on them avoids potential conflicts of interest and the risk of academic endogamy. This ensures its scientific production consistently undergoes independent external peer review, maximizing its global visibility and competitive validation.
The institution's Z-score of -0.739 places it in the very low-risk category, in stark contrast to the national average of 0.720, which indicates a medium risk. This significant difference demonstrates a pattern of preventive isolation, where the university does not replicate the risk dynamics observed in its environment. A high rate of redundant output, or 'salami slicing,' can distort scientific evidence by artificially inflating productivity. The university's excellent performance here shows a strong institutional culture that prioritizes the publication of significant new knowledge over sheer volume, thereby protecting the integrity of the scientific record.