National Institute of Technology Durgapur

EXECUTIVE SUMMARY AND STRATEGIC VISION

The National Institute of Technology Durgapur demonstrates a solid foundation in scientific integrity, reflected in its low overall risk score of 0.036. The institution exhibits particular strengths in maintaining low rates of multiple affiliations, hyperprolific authorship, and publications in its own journals, indicating a robust and transparent operational framework. These positive signals are complemented by a distinguished academic profile, highlighted by its national leadership in Arts and Humanities, where it ranks 9th in India according to SCImago Institutions Rankings data. However, to fully align with its mission of fostering "excellence and innovation," attention is required for medium-risk indicators such as the Rate of Retracted Output and the Rate of Redundant Output, where the institution's scores exceed the national average. These vulnerabilities, if unaddressed, could subtly undermine the pursuit of "quality technical and scientific education" by creating a perception that publication volume is prioritized over impact and rigor. A proactive review of pre-publication quality controls and authorship guidelines is recommended to mitigate these risks, ensuring that the institution's commendable research practices fully support its strategic vision of meaningful contribution to national development.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -1.199 is even lower than the national average of -0.927, indicating a complete absence of risk signals in this area. This demonstrates an operational standard that surpasses the already low-risk national context. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. The institute's exceptionally low score suggests a clear and transparent policy regarding author affiliations, effectively preventing any potential for "affiliation shopping" and reinforcing a culture of unambiguous academic accountability.

Rate of Retracted Output

With a Z-score of 0.662, the institution shows a higher incidence of retractions compared to the national average of 0.279, placing it in a position of high exposure within a medium-risk environment. Retractions are complex events, but a rate significantly above the national norm suggests that pre-publication quality control mechanisms may be failing more frequently than at peer institutions. This vulnerability in the integrity culture points to a potential for recurring methodological weaknesses or a lack of rigorous supervision that warrants immediate qualitative review by management to safeguard the institution's reputation.

Rate of Institutional Self-Citation

The institution's Z-score for self-citation is 0.301, which is notably lower than the national average of 0.520. This reflects a differentiated management approach that successfully moderates a risk that is more common across the country. A certain level of self-citation is natural, but high rates can create 'echo chambers' that inflate impact through endogamous validation. By maintaining a lower rate, the institution demonstrates a greater reliance on external scrutiny and global community recognition, mitigating the risk of its academic influence being perceived as artificially oversized by internal dynamics.

Rate of Output in Discontinued Journals

The institution shows a Z-score of 0.236, significantly lower than the national average of 1.099, demonstrating effective and differentiated management of this risk. Publishing in journals that are later discontinued can expose an institution to severe reputational damage associated with predatory or low-quality practices. The institute's comparatively low score indicates superior due diligence in selecting dissemination channels, suggesting its researchers are better equipped to avoid these pitfalls and are channeling their scientific production into stable, reputable media that meet international ethical and quality standards.

Rate of Hyper-Authored Output

With a Z-score of -1.102, the institution maintains a prudent, low-risk profile that is slightly more rigorous than the national standard of -1.024. Outside of "Big Science" contexts, high rates of hyper-authorship can indicate an inflation of author lists, which dilutes individual accountability. The institution's controlled rate suggests a healthy and transparent culture of authorship, where credit is assigned appropriately and a clear distinction is maintained between necessary massive collaboration and questionable "honorary" authorship practices.

Gap between Impact of total output and the impact of output with leadership

The institution exhibits a Z-score of -0.560, indicating a more prudent and sustainable research profile than the national average of -0.292. A large positive gap in this indicator can signal that an institution's prestige is overly dependent on external partners rather than its own intellectual leadership. The institute's negative and low score suggests the opposite: its scientific impact is structurally sound and driven by internal capacity, reflecting a healthy ecosystem where excellence is the result of genuine, self-led research.

Rate of Hyperprolific Authors

The institution's Z-score of -0.692 is significantly lower than the national average of -0.067, reflecting a prudent profile that manages research productivity with greater rigor than its peers. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The institute's low score indicates a healthy research environment that discourages practices such as coercive authorship or metric-chasing, thereby protecting the integrity of its scientific record.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is almost identical to the national average of -0.250, demonstrating perfect integrity synchrony with a national environment of maximum security on this indicator. Excessive reliance on in-house journals can create conflicts of interest and academic endogamy by bypassing independent peer review. The institute's near-zero rate shows a firm commitment to external validation, ensuring its research competes on a global stage and avoids any perception of using internal channels as 'fast tracks' to inflate publication counts.

Rate of Redundant Output

With a Z-score of 1.487, the institution shows a significantly higher rate of potentially redundant publications than the national average of 0.720. This indicates a high exposure to practices like 'salami slicing,' where a single study is fragmented into minimal publishable units to artificially inflate productivity. This practice not only distorts the available scientific evidence but also overburdens the peer review system. This elevated signal suggests an urgent need to reinforce policies that prioritize the publication of significant, coherent new knowledge over sheer volume.