BS Abdur Rahman Crescent Institute of Science and Technology

EXECUTIVE SUMMARY AND STRATEGIC VISION

BS Abdur Rahman Crescent Institute of Science and Technology presents a robust scientific integrity profile, marked by an overall risk score of 0.058. The institution demonstrates significant strengths in maintaining low-risk operational standards, particularly in areas such as affiliation management, authorship practices, and the prevention of retractions, where it outperforms national benchmarks. However, areas requiring strategic attention have been identified, notably a medium-risk exposure to publication in discontinued journals and a dependency on external collaborations for impact, which are more pronounced than the national average. According to SCImago Institutions Rankings data, the institution's strongest thematic areas include Environmental Science, Business, Management and Accounting, and Chemistry. The identified risks, especially those related to publication venue selection and intellectual leadership, pose a direct challenge to the institutional mission of achieving "excellence in all its endeavors" and becoming "internationally renowned." A lack of due diligence in publication channels and a high dependency on external leadership could undermine the perceived quality and innovation capacity central to this mission. By strategically addressing these vulnerabilities, the institution can better align its research practices with its core values, ensuring its contributions to the knowledge base are both impactful and sustainable, thereby solidifying its global reputation.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -1.210 is significantly lower than the national average of -0.927, indicating a complete absence of risk signals in this area. This performance suggests total operational silence on this front, with a risk profile that is even more conservative than the already secure national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this institution's data shows no evidence of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a clear and transparent policy regarding author attributions.

Rate of Retracted Output

With a Z-score of -0.212, the institution maintains a low-risk profile, in contrast to the medium-risk level observed nationally (0.279). This demonstrates notable institutional resilience, suggesting that its internal control mechanisms are effectively mitigating the systemic risks present in the wider environment. Retractions are complex events, but a rate significantly lower than the national average indicates that the institution's quality control and supervision mechanisms prior to publication are robust and successful in preventing the kind of recurring malpractice or lack of methodological rigor that may be affecting its peers.

Rate of Institutional Self-Citation

The institution's Z-score of 0.090, while placing it in the medium-risk category, is considerably lower than the national average of 0.520. This points to a differentiated management approach, where the institution successfully moderates a risk that appears more common across the country. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the institution's ability to keep this rate well below the national figure suggests it is effectively avoiding the creation of scientific 'echo chambers' and the risk of endogamous impact inflation, ensuring its work is validated by the broader scientific community.

Rate of Output in Discontinued Journals

The institution shows a Z-score of 1.939, which is notably higher than the national average of 1.099, although both fall within the medium-risk level. This indicates a high exposure to this particular risk, suggesting the institution is more prone than its national peers to channeling its research into questionable venues. This constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. A high proportion of output in such journals indicates that a significant portion of scientific production is being directed to media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for improved information literacy to avoid predatory practices.

Rate of Hyper-Authored Output

With a Z-score of -1.307, the institution operates at a very low-risk level, which is even more secure than the country's low-risk score of -1.024. This low-profile consistency demonstrates that the absence of risk signals aligns with, and even improves upon, the national standard. While extensive author lists are legitimate in 'Big Science' contexts, this institution's data confirms a complete lack of indicators related to author list inflation or the dilution of individual accountability, pointing to transparent and appropriate authorship practices across its disciplines.

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

The institution's Z-score of 0.041 (medium risk) represents a moderate deviation from the national average of -0.292 (low risk), indicating a greater sensitivity to this risk factor than its peers. A positive gap suggests that the institution's overall scientific prestige may be overly dependent on external collaborations where it does not exercise intellectual leadership, signaling a potential sustainability risk. This value invites reflection on whether the institution's excellence metrics result from its own structural capacity for innovation or from a strategic positioning in partnerships that do not fully leverage its internal talent for leadership roles.

Rate of Hyperprolific Authors

The institution's Z-score of -0.853 is significantly lower than the national average of -0.067, despite both being in the low-risk category. This demonstrates a prudent profile, suggesting that the institution manages its authorship and productivity processes with more rigor than the national standard. While high productivity can be a sign of leadership, the institution's data shows no signs of the extreme individual publication volumes that can challenge the limits of meaningful intellectual contribution. This indicates a healthy balance between quantity and quality, avoiding risks such as coercive authorship or the assignment of credit without real participation.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is almost identical to the national average of -0.250, with both at a very low-risk level. This reflects a state of integrity synchrony, showing total alignment with a national environment of maximum scientific security in this domain. By not depending on in-house journals, the institution effectively avoids potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, thereby maximizing its global visibility and competitive validation.

Rate of Redundant Output (Salami Slicing)

With a Z-score of 0.520, the institution is in the medium-risk category but performs better than the national average of 0.720. This suggests a differentiated management strategy that allows the center to moderate a risk that is more prevalent in the country. A high rate of bibliographic overlap can indicate 'salami slicing'—the practice of dividing a study into minimal units to inflate productivity. The institution's lower score indicates a stronger focus on publishing significant new knowledge rather than prioritizing volume, thereby reducing the distortion of scientific evidence and the burden on the peer-review system.