Kohat University of Science and Technology

EXECUTIVE SUMMARY AND STRATEGIC VISION

Kohat University of Science and Technology presents a robust scientific integrity profile, marked by a very low overall risk score of 0.055. The institution demonstrates exceptional control over most integrity indicators, particularly in areas where national vulnerabilities are evident, such as the rates of retracted output and hyperprolific authors. This suggests strong internal governance and a culture of quality that effectively mitigates systemic risks. The university's primary strength lies in its capacity for independent, high-impact research, as shown by the favorable gap between its overall and leadership-driven impact. However, a significant point of concern is the medium-risk, high-exposure rate of publication in discontinued journals, which stands out as the main area requiring strategic intervention. According to SCImago Institutions Rankings data, the university's academic strengths are most prominent in Pharmacology, Toxicology and Pharmaceutics (ranked 10th in Pakistan), Computer Science (16th), Social Sciences (24th), and Engineering (27th). This strong integrity foundation directly supports its mission to provide "innovative education that contributes to the development of society," as ethical research is the bedrock of societal progress. Yet, the identified weakness in publication strategy could undermine this mission by channeling valuable research into non-viable outlets, thus diminishing its potential contribution. A focused initiative to improve researchers' information literacy regarding publication venues would not only resolve this vulnerability but also amplify the impact of its already excellent scientific output.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution maintains a Z-score of -0.248 for multiple affiliations, which is lower than the national average of -0.021. This prudent profile suggests that the university manages its collaborative and affiliation processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates a low probability of strategic attempts to artificially inflate institutional credit or engage in “affiliation shopping,” reflecting a clear and transparent approach to academic collaboration.

Rate of Retracted Output

The institution demonstrates exceptional performance regarding retracted publications, with a Z-score of -0.221, in stark contrast to the significant risk level seen nationally (Z-score: 1.173). This indicates that the university functions as an effective filter, successfully insulating itself from a broader national trend where quality control mechanisms may be failing systemically. A high national rate can alert to a vulnerability in the integrity culture; therefore, the institution's low score is a testament to robust pre-publication quality control and a strong commitment to methodological rigor, ensuring its scientific record remains reliable.

Rate of Institutional Self-Citation

With a Z-score of -0.445, significantly below the national average of -0.059, the institution exhibits a prudent approach to self-citation. This demonstrates that its research validation practices are more rigorous than the national standard. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the university's low rate effectively mitigates the risk of creating scientific 'echo chambers' or endogamous impact inflation, suggesting that its academic influence is healthily dependent on recognition from the global community rather than being oversized by internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of 1.679 for output in discontinued journals is notably higher than the national average of 0.812. This indicates a high exposure to this risk, suggesting the center is more prone to this issue than its national peers. This pattern constitutes a critical alert regarding due diligence in selecting dissemination channels. It suggests that a portion of the university's scientific production is being channeled through media that may not 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

The university shows a Z-score of -0.751 for hyper-authored publications, a figure that is prudently lower than the national average of -0.681. This indicates that the institution manages authorship practices with greater rigor than the national standard. While extensive author lists are legitimate in 'Big Science' contexts, the university's controlled rate outside of these areas suggests a healthy resistance to author list inflation. This helps maintain individual accountability and transparency, effectively distinguishing between necessary massive collaboration and potentially problematic 'honorary' authorship practices.

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

The institution displays a Z-score of -0.532, showcasing significant resilience against a national trend where the Z-score is 0.218. This negative gap is a strong positive signal, indicating that the impact of research led by the institution is higher than its overall collaborative output. While many institutions rely on external partners for impact, this result suggests the university's scientific prestige is structural and internally driven, not dependent on exogenous leadership. This reflects a high degree of real internal capacity and intellectual leadership, mitigating the sustainability risks associated with impact dependency.

Rate of Hyperprolific Authors

With a Z-score of -0.551, the institution shows strong resilience in managing author productivity, especially when compared to the national medium-risk Z-score of 0.267. This suggests that institutional control mechanisms are effectively mitigating a systemic risk present in the country. While high productivity can reflect leadership, extreme volumes often challenge the limits of meaningful intellectual contribution. The university's low score indicates a healthy balance between quantity and quality, successfully avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.

Rate of Output in Institutional Journals

The institution's Z-score for publications in its own journals is -0.268, which is even lower than the already minimal national average of -0.157. This reflects a state of total operational silence on this indicator, with an absence of risk signals that surpasses the national standard. This practice demonstrates a strong commitment to external validation and global visibility, as it avoids the potential conflicts of interest and academic endogamy that can arise from excessive dependence on in-house journals. By favoring external peer review, the university ensures its scientific production is validated through standard competitive channels.

Rate of Redundant Output

The institution's Z-score for redundant output is -0.421, a more controlled figure than the national average of -0.339. This prudent profile suggests that the university's researchers adhere to publication ethics more rigorously than the national standard. The low score indicates a minimal risk of 'salami slicing,' the practice of dividing a single study into multiple minimal publications to inflate productivity. By discouraging data fragmentation, the institution helps preserve the integrity of the scientific evidence base and prioritizes the generation of significant new knowledge over sheer volume.