| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.372 | -0.927 |
|
Retracted Output
|
1.019 | 0.279 |
|
Institutional Self-Citation
|
0.903 | 0.520 |
|
Discontinued Journals Output
|
-0.277 | 1.099 |
|
Hyperauthored Output
|
2.038 | -1.024 |
|
Leadership Impact Gap
|
-0.698 | -0.292 |
|
Hyperprolific Authors
|
0.462 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
0.113 | 0.720 |
The Indian Institute of Technology, Bhubaneswar, demonstrates a complex scientific integrity profile, characterized by areas of exceptional governance alongside specific, high-priority vulnerabilities. With an overall risk score of 0.350, the institution exhibits strong performance in mitigating risks associated with academic endogamy, such as output in institutional journals, and shows prudent management of its scientific impact dependency. However, significant alerts in the rates of retracted output and hyper-authored publications demand immediate strategic attention. These challenges contrast with the institution's strong academic positioning, as evidenced by its SCImago Institutions Rankings data, which places it among India's elite in key areas such as Arts and Humanities (14th), Economics, Econometrics and Finance (25th), Social Sciences (60th), and Engineering (68th). This juxtaposition suggests that while the institution's research capacity is high, the integrity frameworks supporting this output may be strained. The identified risks, particularly those related to publication quality and authorship ethics, directly challenge the core tenets of its mission to foster a community of respect, synergistic collaboration, and creativity. To fully realize its vision of excellence and productive partnerships, it is crucial to address these integrity gaps, ensuring that its impressive research output is built upon a foundation of unimpeachable scientific practice.
The institution's Z-score of -0.372 indicates a low rate of multiple affiliations, though this represents a slight divergence from the national context, where the average score is -0.927. This suggests the emergence of risk signals at the institution that are not yet apparent in the rest of the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor uptick warrants observation to ensure it reflects genuine collaboration rather than early signs of strategic attempts to inflate institutional credit or "affiliation shopping."
With a Z-score of 1.019, the institution's rate of retracted output is at a significant level and substantially exceeds the national medium-risk average of 0.279. This finding suggests that the institution is amplifying vulnerabilities already present in the national system. Retractions are complex events, but a rate this far above the norm serves as a critical alert that quality control mechanisms prior to publication may be failing systemically. This pattern points to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The institution shows a medium-risk Z-score of 0.903 in institutional self-citation, which is notably higher than the national average of 0.520. This indicates a high exposure to this risk factor, suggesting the institution is more prone to this behavior than its peers. While a certain level of self-citation is natural, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers.' It warns of the risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than validated by sufficient external scrutiny from the global community.
The institution demonstrates strong institutional resilience with a low-risk Z-score of -0.277 for publications in discontinued journals, a figure that stands in positive contrast to the national medium-risk average of 1.099. This indicates that the institution's control mechanisms are effectively mitigating a systemic risk prevalent in the country. By maintaining a low proportion of output in such journals, the institution shows effective due diligence in selecting dissemination channels, successfully avoiding media that fail to meet international ethical or quality standards and thereby protecting itself from the severe reputational risks associated with 'predatory' practices.
A Z-score of 2.038 marks a significant and severe discrepancy in the rate of hyper-authored output compared to the national average of -1.024. This atypical risk activity is an outlier and requires a deep integrity assessment. In disciplines outside of 'Big Science,' where extensive author lists are not structurally necessary, such a high score can indicate author list inflation, which dilutes individual accountability and transparency. This serves as a critical signal to investigate and distinguish between necessary massive collaboration and the potential for 'honorary' or political authorship practices that compromise research integrity.
The institution maintains a prudent profile in its research leadership, with a Z-score of -0.698, which is more favorable than the national average of -0.292. This indicates that the institution manages its collaborative processes with more rigor than the national standard. The minimal gap suggests that its scientific prestige is not overly dependent on external partners but is rooted in its own structural capacity. This reflects a healthy balance where excellence metrics result from genuine internal capabilities and intellectual leadership, ensuring the sustainability of its scientific impact.
With a Z-score of 0.462, the institution presents a medium-risk level for hyperprolific authors, showing a moderate deviation from the national low-risk average of -0.067. This suggests the institution has a greater sensitivity to this risk factor than its national peers. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is at a very low-risk level, demonstrating integrity synchrony with the national average of -0.250. This total alignment with an environment of maximum scientific security shows a commendable lack of dependence on in-house journals. This practice effectively avoids conflicts of interest and academic endogamy, ensuring that its scientific production consistently undergoes independent external peer review. This commitment to competitive validation strengthens its global visibility and reinforces the credibility of its research.
The institution demonstrates differentiated management of redundant output, with a medium-risk Z-score of 0.113 that is significantly lower than the national average of 0.720. This indicates that the institution is successfully moderating a risk that appears to be a more common practice within the country. While the risk level is not zero, the institution shows a lower tendency toward 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This more controlled approach helps protect the integrity of the scientific evidence base and reduces the burden on the peer-review system.
