Banasthali University

Region/Country

Asiatic Region
India
Universities and research institutions

Overall

0.401

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-1.076 -0.927
Retracted Output
1.037 0.279
Institutional Self-Citation
-0.083 0.520
Discontinued Journals Output
1.452 1.099
Hyperauthored Output
-1.300 -1.024
Leadership Impact Gap
-0.190 -0.292
Hyperprolific Authors
-0.524 -0.067
Institutional Journal Output
-0.268 -0.250
Redundant Output
1.305 0.720
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Banasthali University presents a dual profile in scientific integrity, demonstrating significant strengths in operational governance alongside critical areas requiring immediate strategic intervention. With an overall score of 0.401, the institution excels in maintaining very low-risk levels for multiple affiliations, hyper-authored output, and publication in institutional journals, indicating robust internal policies that promote transparency and external validation. The university's thematic strengths, particularly its national Top 10 ranking in Earth and Planetary Sciences and Top 25 in Agricultural and Biological Sciences according to SCImago Institutions Rankings data, provide a solid foundation of academic excellence. However, this strong performance is contrasted by significant risks in retracted output and high exposure to discontinued journals and redundant publications. These vulnerabilities directly challenge the core tenets of the university's mission, as practices that compromise the scientific record are fundamentally at odds with the pursuit of a "balanced and harmonious personality" and the synthesis of "spiritual values and scientific achievements." To fully align its research practices with its foundational ethos, the university should leverage its clear governance strengths to develop targeted interventions that address these integrity gaps, thereby safeguarding its reputation and ensuring its contributions to nation-building are built on a foundation of unimpeachable quality.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -1.076 is exceptionally low, positioning it even more favorably than the national average of -0.927. This reflects a state of total operational silence regarding this risk indicator, suggesting an exemplary absence of concerning affiliation patterns. While multiple affiliations can be a legitimate outcome of collaboration, the university's data indicates that its researchers' affiliations are clear and transparent, with no signals of strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This strong performance points to a well-defined and consistently applied policy on academic attribution.

Rate of Retracted Output

With a Z-score of 1.037, the institution displays a significant risk level that is substantially higher than the country's medium-risk average of 0.279. This disparity suggests that the university is amplifying a vulnerability already present in the national system. Retractions are complex events, but a rate this far above the norm is a critical alert that pre-publication quality control mechanisms may be failing systemically. This indicator moves beyond individual errors to suggest a potential weakness in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to prevent further damage to its scientific reputation.

Rate of Institutional Self-Citation

The university demonstrates notable institutional resilience, with a low-risk Z-score of -0.083, in stark contrast to the national medium-risk average of 0.520. This indicates that the institution's control mechanisms are effectively mitigating the systemic risks observed across the country. A certain level of self-citation is natural, but the university successfully avoids the disproportionately high rates that can signal scientific isolation or 'echo chambers.' By maintaining external validation, the institution circumvents the risk of endogamous impact inflation, ensuring its academic influence is a reflection of global community recognition rather than being oversized by internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of 1.452 places it in the medium-risk category, but its higher value compared to the national average of 1.099 indicates a high level of exposure to this risk. This suggests the center is more prone than its peers to channeling research through questionable outlets. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This pattern indicates that a significant portion of scientific production may be directed to media that fail to meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

With a Z-score of -1.300, the institution maintains a very low-risk profile that is even stronger than the country's low-risk score of -1.024. This demonstrates a low-profile consistency, where the absence of risk signals aligns with, and improves upon, the national standard. This indicator is typically high in 'Big Science' fields, but its low value here suggests that, across other disciplines, the university is effectively avoiding author list inflation. This serves as a positive signal of a culture that values genuine contribution over the dilution of individual accountability through 'honorary' or political authorship practices.

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

The institution's Z-score of -0.190 is within the low-risk band, similar to the national average of -0.292. However, its slightly less favorable score points to an incipient vulnerability that warrants review. A wide positive gap in this indicator can signal a sustainability risk, where scientific prestige is dependent on external partners rather than being structural. While the current level is not alarming, this subtle signal invites reflection on whether the institution's excellence metrics result from its own internal capacity and intellectual leadership or from strategic positioning in collaborations where it plays a secondary role.

Rate of Hyperprolific Authors

The university exhibits a prudent profile in this area, with a Z-score of -0.524 that is significantly lower and more favorable than the national average of -0.067. This indicates that the institution manages its processes with more rigor than the national standard. While high productivity can be legitimate, extreme publication volumes challenge the limits of meaningful intellectual contribution. The university's low score is a positive sign that it is effectively mitigating risks such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over raw metrics.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is almost identical to the country's score of -0.250, with both at a very low-risk level. This reflects a perfect integrity synchrony and a total alignment with an environment of maximum scientific security in this domain. By not relying on its own journals for dissemination, the university avoids potential conflicts of interest where it would act as both judge and party. This commitment to independent external peer review enhances the global visibility and competitive validation of its research, demonstrating a mature publication strategy that is free from academic endogamy.

Rate of Redundant Output

With a Z-score of 1.305, the institution shows a higher exposure to this risk compared to the national medium-risk average of 0.720. This suggests the university is more prone than its peers to practices that artificially inflate productivity. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing,' where a single study is divided into minimal publishable units. This high value serves as an alert that such practices may be distorting the available scientific evidence and over-burdening the review system, reflecting a culture that may prioritize publication volume over the generation of significant new knowledge.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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