| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.100 | -0.021 |
|
Retracted Output
|
-0.090 | 1.173 |
|
Institutional Self-Citation
|
-0.728 | -0.059 |
|
Discontinued Journals Output
|
0.123 | 0.812 |
|
Hyperauthored Output
|
-0.599 | -0.681 |
|
Leadership Impact Gap
|
-0.157 | 0.218 |
|
Hyperprolific Authors
|
-0.052 | 0.267 |
|
Institutional Journal Output
|
-0.268 | -0.157 |
|
Redundant Output
|
-0.846 | -0.339 |
Muhammad Nawaz Sharif University of Agriculture demonstrates a resilient and largely positive scientific integrity profile, with an overall score of -0.141. The institution's performance is characterized by a commendable ability to insulate itself from several significant risks prevalent at the national level, particularly in areas like retracted publications, impact dependency, and hyperprolific authorship. Key strengths are evident in the exceptionally low rates of output in institutional journals and redundant publications, indicating robust internal standards. However, areas requiring strategic attention include a moderate risk in the rate of multiple affiliations and publications in discontinued journals, which could, if unaddressed, undermine the institution's long-term reputational integrity. These findings are contextualized by the university's strong thematic positioning, as shown in the SCImago Institutions Rankings, with notable national rankings in Veterinary (7th), Biochemistry, Genetics and Molecular Biology (31st), and Agricultural and Biological Sciences (42nd). To fully align with its mission "to provide food security and build a knowledge-based economy," it is crucial to mitigate integrity risks that could compromise the quality and perceived value of its research. By addressing the identified vulnerabilities, the university can ensure its scientific output is not only plentiful but also unimpeachably credible, thereby solidifying its role as a leader in intellectual and social transformation.
The institution presents a Z-score of 0.100, which indicates a medium level of risk, deviating moderately from the national average of -0.021, which is in the low-risk range. This suggests the institution shows a greater sensitivity to risk factors in this area than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review. It could signal strategic attempts to inflate institutional credit or “affiliation shopping,” a practice that could dilute the university's unique brand and misrepresent its research capacity. A proactive review of affiliation policies is recommended to ensure they reflect genuine collaboration and support the institution's mission.
With a Z-score of -0.090, the institution demonstrates a low risk of retracted publications, acting as an effective filter against a critical national trend where the Z-score is a significant 1.173. This strong performance suggests that the university's quality control and supervision mechanisms are robust, successfully preventing the systemic failures observed elsewhere in the country. A rate significantly lower than the national average in a high-risk environment points towards a healthy integrity culture and rigorous pre-publication review, safeguarding its scientific reputation from recurring malpractice or a lack of methodological rigor seen nationally.
The university maintains a prudent profile in institutional self-citation with a Z-score of -0.728, which is well below the national average of -0.059. This indicates that the institution manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the institution's very low rate demonstrates a strong orientation towards external validation and global scientific dialogue, successfully avoiding the 'echo chambers' that can lead to endogamous impact inflation and ensuring its academic influence is recognized by the broader international community.
The institution's Z-score for publications in discontinued journals is 0.123, a medium-risk value that nonetheless reflects differentiated management compared to the national average of 0.812. This indicates that while the university is not immune to this challenge, it successfully moderates a risk that appears more common across the country. A high proportion of output in such journals can be a critical alert regarding due diligence in selecting dissemination channels. The institution's relative control suggests a better-than-average, yet still imperfect, process for guiding researchers away from media that fail to meet international ethical or quality standards, thereby protecting its reputational standing.
In the area of hyper-authored output, the institution's Z-score of -0.599 is slightly higher than the national average of -0.681, though both fall within the low-risk category. This minor difference suggests an incipient vulnerability, where the institution shows early signals that warrant review before they escalate. Outside of 'Big Science' contexts, a rising rate of hyper-authorship can indicate author list inflation, which dilutes individual accountability. This signal serves as a prompt to ensure that authorship practices remain transparent and distinguish between necessary massive collaboration and potentially 'honorary' attributions.
The institution demonstrates significant resilience with a Z-score of -0.157, a low-risk value that contrasts sharply with the medium-risk national average of 0.218. This suggests that internal control mechanisms are effectively mitigating the systemic risk of impact dependency seen across the country. A wide positive gap often signals that scientific prestige is dependent on external partners rather than internal capacity. The university's negative gap indicates that its own-led research is highly impactful, reflecting a sustainable model of scientific excellence built on genuine internal capabilities and intellectual leadership.
With a Z-score of -0.052, the institution shows a low-risk profile for hyperprolific authors, showcasing institutional resilience against a medium-risk national trend (Z-score: 0.267). This indicates that the university's control mechanisms appear to successfully mitigate the country's systemic risks related to extreme publication volumes. Such volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or 'salami slicing'. The institution's low score suggests a healthy balance between quantity and quality, prioritizing the integrity of the scientific record over sheer metrics.
The university's Z-score of -0.268 reflects a state of total operational silence in this indicator, with an absence of risk signals that is even more pronounced than the very low-risk national average of -0.157. This exceptional performance indicates a strong commitment to external, independent peer review. By avoiding excessive dependence on in-house journals, the institution circumvents potential conflicts of interest and academic endogamy. This practice enhances the global visibility and competitive validation of its research, ensuring its scientific production is assessed against international standards.
The institution exhibits low-profile consistency with a Z-score of -0.846, a very low-risk value that aligns well with the low-risk national standard of -0.339. The complete absence of risk signals in this area indicates that the university's research practices are robust against data fragmentation or 'salami slicing.' This practice, which involves dividing a study into minimal publishable units to inflate productivity, distorts scientific evidence. The institution's excellent result demonstrates a culture that prioritizes the generation of significant new knowledge over the artificial inflation of publication volume.
