Bennett University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Bennett University presents a robust and largely positive scientific integrity profile, with an overall risk score of -0.110 that indicates a performance well-aligned with expected standards. The institution demonstrates significant strengths in maintaining very low-risk levels for the Rate of Retracted Output, Gap in Impact, Multiple Affiliations, and Output in Institutional Journals, often outperforming national averages and showcasing effective internal governance and quality control. According to SCImago Institutions Rankings data, these strengths support areas of notable academic excellence, particularly in Earth and Planetary Sciences (ranked 8th in India), Physics and Astronomy (10th), Social Sciences (38th), and Engineering (40th). However, this strong foundation is critically undermined by a significant alert in the Rate of Redundant Output (Salami Slicing) and a moderate deviation in the Rate of Hyperprolific Authors. While the university's mission was not available for direct analysis, these specific risks directly challenge the universal academic values of excellence and social responsibility, as they prioritize publication volume over the generation of significant new knowledge. To safeguard its reputation and ensure its thematic leadership is built on a foundation of unquestionable integrity, it is recommended that the university urgently address the drivers of output fragmentation and hyper-prolificacy while continuing to build on its evident procedural strengths.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -1.018, which is even lower than the national average of -0.927. This indicates a state of total operational silence regarding this risk, with an absence of problematic signals that surpasses the already high national standard. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. Bennett University's performance suggests that its collaboration and affiliation practices are transparent and well-governed, avoiding any patterns that might be construed as strategic “affiliation shopping” and reflecting a clear and unambiguous representation of its academic partnerships.

Rate of Retracted Output

With a Z-score of -0.381 against a national average of 0.279, the institution demonstrates a remarkable case of preventive isolation. It successfully avoids the moderate risk dynamics for retractions observed across the country, suggesting its quality control mechanisms are highly effective. Retractions can sometimes signify responsible error correction, but a high rate points to systemic failures. Bennett University's very low score indicates that its pre-publication supervision and methodological rigor are strong, creating a protective barrier against the integrity vulnerabilities that appear more prevalent in its national scientific environment.

Rate of Institutional Self-Citation

The institution's Z-score for self-citation is 0.430, positioning it within the medium-risk category but notably below the national average of 0.520. This suggests a pattern of differentiated management, where the university is actively moderating a risk that is more pronounced across the country. While a certain level of self-citation reflects the continuity of research lines, high rates can create 'echo chambers' and inflate impact through endogamous validation. The university's score indicates that although there are signs of internal citation, it is managing to contain the risk of its academic influence being oversized by internal dynamics more effectively than its national peers.

Rate of Output in Discontinued Journals

Bennett University records a Z-score of 0.323, which, while in the medium-risk range, is substantially better than the national average of 1.099. This points to effective and differentiated management of publication channels compared to the national trend. A high proportion of output in discontinued journals is a critical alert regarding due diligence, often exposing an institution to reputational damage from 'predatory' practices. The university’s more controlled performance suggests a greater institutional awareness in selecting dissemination media, although the medium-risk signal still warrants reinforcing information literacy to ensure resources are not channeled into low-quality venues.

Rate of Hyper-Authored Output

The institution's Z-score of -1.049 is nearly identical to the national average of -1.024, reflecting a state of statistical normality. This indicates that the university's level of multi-author collaboration aligns perfectly with the expected practices for its context and size. While extensive author lists outside of 'Big Science' can sometimes indicate author list inflation or diluted accountability, the university's score shows no such anomaly. Its authorship patterns are consistent with national norms, suggesting a standard and appropriate approach to collaborative research without signals of 'honorary' or political authorship practices.

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

With a Z-score of -1.380 compared to the national average of -0.292, the institution demonstrates low-profile consistency, where its absence of risk signals aligns with the national standard. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own intellectual leadership. Bennett University's very low score is a positive indicator of sustainability, suggesting that its scientific excellence results from genuine internal capacity and that it exercises strong intellectual leadership in its collaborations, thereby avoiding the risk of its impact being merely a reflection of its partners' strengths.

Rate of Hyperprolific Authors

The university shows a Z-score of 0.153, a medium-risk signal that represents a moderate deviation from the low-risk national average of -0.067. This indicates that the institution has a greater sensitivity to this risk factor than its peers. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This elevated score serves as an alert to potential imbalances between quantity and quality, pointing to possible risks such as coercive authorship or the assignment of credit without real participation—dynamics that prioritize metrics over the integrity of the scientific record and require management review.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is in almost perfect alignment with the national average of -0.250, demonstrating integrity synchrony with its environment. This reflects a shared commitment to maximum scientific security in this area. Excessive dependence on in-house journals can raise conflicts of interest and bypass independent peer review. The university's very low score indicates that it avoids the risk of academic endogamy, instead favoring external validation for its research and ensuring its work competes on a global stage rather than using internal channels as 'fast tracks' for publication.

Rate of Redundant Output (Salami Slicing)

With a Z-score of 3.059, the institution presents a significant and urgent alert, far exceeding the medium-risk national average of 0.720. This demonstrates a clear accentuation of risk, where the university is not merely reflecting a national vulnerability but is amplifying it to a critical level. This high value points squarely to the practice of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. This dynamic of 'salami slicing' represents a severe threat to the institution's scientific credibility, as it distorts the available evidence and prioritizes volume over the generation of significant new knowledge, requiring immediate and decisive intervention.