| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.072 | -0.927 |
|
Retracted Output
|
-0.268 | 0.279 |
|
Institutional Self-Citation
|
-1.019 | 0.520 |
|
Discontinued Journals Output
|
1.650 | 1.099 |
|
Hyperauthored Output
|
-1.279 | -1.024 |
|
Leadership Impact Gap
|
-0.253 | -0.292 |
|
Hyperprolific Authors
|
-1.413 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
2.649 | 0.720 |
Biju Patnaik University of Technology presents a strong overall integrity profile, reflected in its balanced score of -0.021. The institution demonstrates exceptional governance in several key areas, with very low risk signals for multiple affiliations, institutional self-citation, hyper-authored output, and hyperprolific authors. This foundation is further strengthened by its resilience in maintaining a low rate of retracted publications, effectively mitigating the medium-level risks observed at the national level. However, this robust profile is compromised by two significant vulnerabilities: a high exposure to publishing in discontinued journals and, most critically, a significant rate of redundant output (salami slicing). According to SCImago Institutions Rankings data, the university's academic strengths lie in Computer Science, Energy, Engineering, and Mathematics. The identified integrity risks directly challenge the institution's mission to "Establish world class Centres in Higher Studies and Research," as practices like data fragmentation and reliance on low-quality journals are fundamentally incompatible with the pursuit of global excellence and an "intellectually stimulating" environment. To fully align its operational reality with its strategic vision, the university should leverage its existing strengths in governance to implement targeted interventions that address these specific publication and authorship practices, thereby safeguarding its long-term reputation and impact.
The institution's Z-score of -1.072, compared to the national average of -0.927, indicates a complete absence of risk signals in this area. This performance, even stronger than the country's already low-risk standard, suggests that affiliation practices are exceptionally well-managed and transparent. While multiple affiliations can sometimes be used to inflate institutional credit, this institution's data shows no evidence of such behavior, reflecting clear and unambiguous policies regarding researcher affiliations.
With a Z-score of -0.268 against a national average of 0.279, the institution demonstrates notable resilience. It successfully maintains a low-risk profile in an environment where retraction signals are more common. This suggests that the university's internal quality control mechanisms and pre-publication supervision are effective filters, preventing the systemic failures or recurring malpractice that may be present elsewhere in the national system. This capacity to uphold rigor is a sign of a healthy integrity culture.
The institution shows a commendable preventive isolation from national trends, with a Z-score of -1.019 in stark contrast to the country's medium-risk score of 0.520. This indicates that the university does not replicate the risk dynamics observed in its environment. Such a low rate of self-citation points to a research culture that is strongly oriented towards external validation and global engagement, effectively avoiding the "echo chambers" that can lead to endogamous impact inflation and scientific isolation.
The institution's Z-score of 1.650, which is higher than the national average of 1.099, reveals a high exposure to this particular risk. This indicates the center is more prone than its national peers to publishing in journals that do not meet international ethical or quality standards. This pattern constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. It exposes the institution to severe reputational damage and suggests an urgent need to enhance information literacy among its researchers to avoid channeling valuable scientific work into predatory or low-impact outlets.
With a Z-score of -1.279 compared to the country's score of -1.024, the institution demonstrates low-profile consistency, with a complete absence of risk signals that aligns with the national standard. This very low rate indicates that authorship practices are well-governed and transparent. It suggests a culture that avoids the inflation of author lists for honorary or political reasons, thereby preserving individual accountability and the integrity of authorship credit.
The institution's Z-score of -0.253 is statistically normal when compared to the national average of -0.292. The risk level is as expected for its context, indicating a typical pattern of collaboration where reliance on external partners for impact is balanced. This value does not signal a critical sustainability risk or an excessive dependency on external leadership for scientific prestige, but rather reflects a standard collaborative dynamic within the national research ecosystem.
The institution's Z-score of -1.413, significantly lower than the country's score of -0.067, reflects a low-profile consistency where the absence of risk signals aligns with the national standard. This very low score indicates that there are no instances of authors with extreme publication volumes that would challenge the limits of meaningful intellectual contribution. This is a positive sign that the institutional culture prioritizes quality over sheer quantity, mitigating risks such as coercive authorship or the dilution of the scientific record.
With a Z-score of -0.268, nearly identical to the national average of -0.250, the institution demonstrates integrity synchrony and total alignment with an environment of maximum scientific security. This near-zero activity confirms that research output is consistently directed toward external, independent peer-reviewed channels. This practice avoids potential conflicts of interest and academic endogamy, ensuring that the university's scientific production is validated against global competitive standards rather than internal "fast tracks."
This indicator represents a critical alert, as the institution's Z-score of 2.649 signifies a risk accentuation that amplifies a vulnerability already present in the national system (Z-score of 0.720). This significant deviation suggests a systemic practice of data fragmentation or "salami slicing," where coherent studies are divided into minimal publishable units to artificially inflate productivity metrics. This behavior not only distorts the available scientific evidence but also overburdens the peer review system, prioritizing publication volume over the generation of significant and impactful new knowledge.