| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.085 | -0.021 |
|
Retracted Output
|
0.577 | 1.173 |
|
Institutional Self-Citation
|
0.401 | -0.059 |
|
Discontinued Journals Output
|
0.895 | 0.812 |
|
Hyperauthored Output
|
-0.886 | -0.681 |
|
Leadership Impact Gap
|
0.504 | 0.218 |
|
Hyperprolific Authors
|
-0.065 | 0.267 |
|
Institutional Journal Output
|
0.072 | -0.157 |
|
Redundant Output
|
-0.386 | -0.339 |
The University of Peshawar presents a profile of controlled integrity and strategic opportunity, with an overall risk score of 0.326. The institution demonstrates notable strengths in managing authorship practices and publication redundancy, often outperforming national averages and showcasing robust internal governance. Key areas of strength include a prudent management of multiple affiliations, hyper-authored output, and hyperprolific authors. However, a cluster of medium-risk indicators—particularly concerning institutional self-citation, publication in discontinued journals, and a dependency on external collaboration for impact—warrants strategic attention. According to SCImago Institutions Rankings data, the university's research prowess is most prominent in Environmental Science, Earth and Planetary Sciences, Energy, and Psychology, where it holds strong national rankings. To fully align with its mission of "achieving excellence" and producing "quality human resource," it is crucial to address the identified vulnerabilities. These risks, if unmanaged, could undermine the perceived quality and external validation of its research, creating a gap between its stated ambitions and its operational reality. A focused effort to enhance publication due diligence and foster independent research impact will be essential to solidifying its leadership and ensuring its contributions to society are both excellent and unimpeachable.
The University of Peshawar demonstrates a prudent profile in managing academic affiliations, with a Z-score of -0.085, which is more rigorous than the national standard of -0.021. This indicates that the institution's processes are well-controlled and aligned with statistical normality for its context. While multiple affiliations can be a legitimate outcome of collaboration, this controlled rate suggests the university effectively avoids the risks of strategic "affiliation shopping" or artificial inflation of institutional credit, ensuring that co-authorships reflect genuine scientific partnerships.
With a Z-score of 0.577, the institution shows signals of risk in this area, but it operates with significantly more order than the national average, which stands at a critical 1.173. This reflects a relative containment of a systemic national issue. Retractions are complex events, and a rate above the global average can suggest that pre-publication quality control mechanisms may have vulnerabilities. However, the university's ability to maintain a lower rate than its national peers indicates that its integrity culture and supervision processes are acting as a partial buffer against recurring malpractice or methodological lapses prevalent in the wider environment.
A moderate deviation from the national trend is observed in this indicator, with the university's Z-score at 0.401 compared to the country's low-risk score of -0.059. This suggests the institution is more sensitive to this particular risk factor than its peers. While some self-citation reflects the natural progression of research, this elevated rate signals a potential for scientific isolation or an "echo chamber." It warns of the risk of endogamous impact inflation, where the institution's academic influence might be disproportionately validated by internal dynamics rather than broader recognition from the global scientific community, warranting a review of its citation practices.
The university shows high exposure to this risk, with a Z-score of 0.895 that is slightly above the already moderate national average of 0.812. This pattern suggests the institution is more prone than its peers to channeling research into questionable outlets. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This practice exposes the institution to severe reputational damage and suggests an urgent need to improve information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publications that do not meet international ethical or quality standards.
The institution maintains a prudent profile regarding hyper-authorship, with a Z-score of -0.886, indicating more rigorous management than the national standard of -0.681. This low rate suggests the university successfully distinguishes between necessary massive collaboration, typical in "Big Science," and practices of author list inflation. By keeping this indicator in check, the institution reinforces individual accountability and transparency in authorship, mitigating the risk of 'honorary' or political attributions that can dilute the value of scientific contributions.
With a Z-score of 0.504, the university demonstrates high exposure to dependency on external collaboration for impact, a vulnerability that is more pronounced than the national average of 0.218. This wide positive gap, where overall impact is significantly higher than the impact of research led by the institution, signals a potential sustainability risk. It suggests that the university's scientific prestige may be largely dependent and exogenous, rather than built on its own structural capacity. This finding invites strategic reflection on whether its excellence metrics stem from genuine internal innovation or from a supporting role in collaborations where it does not exercise primary intellectual leadership.
The university demonstrates strong institutional resilience in this area, with a Z-score of -0.065, effectively mitigating a risk that is more prevalent at the national level (Z-score of 0.267). This suggests that the institution's control mechanisms are successful in promoting a healthy balance between productivity and quality. By maintaining a low rate of hyperprolific authors, the university avoids potential risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thereby protecting the integrity of its scientific record and prioritizing substance over sheer volume.
A monitoring alert is triggered for this indicator, as the university's Z-score of 0.072 represents an unusual risk level when compared to the national standard, which is in the very low-risk category (-0.157). This anomaly requires a review of its causes. Excessive dependence on in-house journals can create conflicts of interest, as the institution acts as both judge and party in the publication process. This high value warns of academic endogamy, where research might bypass rigorous, independent peer review, potentially limiting its global visibility and creating 'fast tracks' to inflate publication counts without standard competitive validation.
The institution exhibits a prudent profile in managing redundant publications, with a Z-score of -0.386 that indicates more rigorous control than the national standard of -0.339. This favorable result suggests that the university's research culture effectively discourages the practice of fragmenting a single study into "minimal publishable units" to artificially inflate productivity. By maintaining a low rate of bibliographic overlap, the institution ensures its output prioritizes the communication of significant new knowledge over volume, thereby upholding the integrity of the scientific record.
