Indraprastha Institute of Information Technology, Delhi

EXECUTIVE SUMMARY AND STRATEGIC VISION

Indraprastha Institute of Information Technology, Delhi demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.311. The institution's primary strengths lie in its exceptional resilience against systemic risks prevalent at the national level, particularly in its very low rates of publication in discontinued journals, institutional self-citation, and retracted output. This performance indicates effective internal governance and quality control mechanisms that uphold high academic standards. The main area requiring strategic attention is a medium-level signal for redundant output, which, while below the national average, suggests a potential vulnerability in publication practices. According to SCImago Institutions Rankings data, the institution's thematic strengths are nationally prominent in areas such as Biochemistry, Genetics and Molecular Biology (Top 15), Engineering (Top 20), and Computer Science (Top 25). This strong research output aligns well with its mission "to be a global centre of excellence." However, the identified risk of redundant publications could challenge the "excellence" component of this mission by potentially prioritizing publication volume over substantive scientific contribution. To fully align its operational practices with its strategic vision, it is recommended that the institution reinforces its author guidelines and training programs to mitigate this risk, thereby ensuring its pursuit of global excellence is built upon a foundation of unimpeachable scientific integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.716 for multiple affiliations shows a slight divergence from the national Z-score of -0.927. This indicates that while the country as a whole shows a near-total absence of risk signals in this area, the institution presents a minimal but observable level of activity. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor deviation from a quiet national background suggests that the institution's collaborative patterns are slightly more complex than the national norm, a characteristic that warrants passive monitoring to ensure all affiliations are transparent and justified.

Rate of Retracted Output

With a Z-score of -0.193, the institution demonstrates notable institutional resilience when compared to the national Z-score of 0.279. This contrast suggests that the institution's internal control mechanisms are effectively mitigating the systemic risks related to publication quality that are more pronounced across the country. Retractions are complex events, but a rate significantly lower than the national average points to a robust integrity culture and successful pre-publication quality control, suggesting that potential methodological or ethical issues are being identified and corrected before they compromise the scientific record.

Rate of Institutional Self-Citation

The institution exhibits strong institutional resilience with a Z-score of -0.179, standing in stark contrast to the national average Z-score of 0.520. While the country shows a moderate tendency towards institutional self-citation, the institution maintains a very low rate, indicating that it successfully avoids the risks of scientific isolation or 'echo chambers.' This performance suggests that the institution's academic influence is validated by the broader global community rather than being inflated by internal dynamics, reflecting a healthy integration into international scientific discourse.

Rate of Output in Discontinued Journals

A clear case of preventive isolation is observed, with the institution's Z-score at -0.443 compared to the country's Z-score of 1.099. The institution does not replicate the medium-risk dynamics observed in its national environment, where publishing in discontinued journals is more common. This constitutes a critical alert regarding the importance of due diligence in selecting dissemination channels. The institution's extremely low rate indicates that its researchers exercise strong judgment in selecting publication venues, effectively avoiding predatory or low-quality media and protecting the institution from severe reputational risks.

Rate of Hyper-Authored Output

The institution's Z-score of -0.783, when compared to the national Z-score of -1.024, points to an incipient vulnerability. Although both the institution and the country show low levels of hyper-authorship, the institution's rate is slightly higher, suggesting it is the first to show signals in a relatively inert environment. This minor elevation serves as a signal to proactively distinguish between necessary massive collaboration and potential 'honorary' or political authorship practices, ensuring that author lists remain a transparent reflection of meaningful contribution.

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

The institution maintains a prudent profile with a Z-score of -0.386, which is more rigorous than the national standard of -0.292. A low score in this indicator is positive, signaling a small gap between the impact of collaborative work and work led by the institution. By having an even smaller gap than the national average, the institution demonstrates that its scientific prestige is structurally sound and built upon strong internal capacity, rather than being overly dependent on external partners for intellectual leadership.

Rate of Hyperprolific Authors

With a Z-score of -0.264, the institution demonstrates a prudent profile that is more rigorous than the national standard (-0.067). Both scores are low, but the institution's is significantly lower, indicating a stronger culture of balancing productivity with quality. This suggests the institution effectively mitigates the risks associated with extreme publication volumes, such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over the inflation of metrics.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is in near-perfect alignment with the country's Z-score of -0.250, reflecting a state of integrity synchrony. This total alignment in an environment of maximum scientific security shows a shared commitment to avoiding academic endogamy. By not relying on in-house journals, the institution ensures its scientific production undergoes independent external peer review, which is essential for limiting conflicts of interest, enhancing global visibility, and ensuring that its research is validated through standard competitive channels.

Rate of Redundant Output

With a Z-score of 0.555, the institution shows evidence of differentiated management compared to the national Z-score of 0.720. Although both operate within a medium-risk environment for this indicator, the institution's score is notably lower, suggesting it is more effectively moderating the risks of data fragmentation or 'salami slicing' that appear common in the country. Nevertheless, this remains a high-exposure area. A medium value alerts to the practice of dividing studies into minimal publishable units to artificially inflate productivity, a dynamic that can distort scientific evidence and warrants a review of authorship and publication guidelines.