| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.933 | -0.615 |
|
Retracted Output
|
-0.052 | 0.777 |
|
Institutional Self-Citation
|
-1.247 | -0.262 |
|
Discontinued Journals Output
|
0.566 | 0.094 |
|
Hyperauthored Output
|
-0.042 | -0.952 |
|
Leadership Impact Gap
|
3.638 | 0.445 |
|
Hyperprolific Authors
|
-0.782 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
0.212 | -0.390 |
Zahedan University of Medical Sciences presents a profile of notable strengths in research integrity alongside critical strategic vulnerabilities. With an overall integrity score of 0.027, the institution demonstrates robust internal governance in key areas, particularly in its commitment to external validation, as evidenced by exceptionally low rates of institutional self-citation and publication in its own journals. This operational rigor is further confirmed by a prudent management of author productivity and a rate of retractions lower than the national average. However, this solid foundation is contrasted by two significant areas of concern: a medium-level exposure to publishing in discontinued journals and a tendency toward redundant publications, both exceeding national patterns. The most pressing strategic challenge is the significant gap between the impact of its total output and that of research where it holds intellectual leadership, suggesting a high dependency on external partners for its scientific prestige. Thematically, the university shows strong national positioning in areas such as Environmental Science, Dentistry, Chemistry, and Psychology, according to SCImago Institutions Rankings data. To fully realize its potential and align with a mission of excellence and social responsibility, it is crucial to leverage its internal quality controls to foster genuine intellectual leadership and improve due diligence in publication strategies, thereby ensuring its recognized impact is both sustainable and structurally sound.
The institution exhibits a Z-score of -0.933, which is lower than the national average of -0.615. This result indicates a consistent and low-risk profile, suggesting that the institution's practices align with a national context where strategic inflation of institutional credit through multiple affiliations is not a prevalent issue. While multiple affiliations can be a legitimate outcome of collaboration, the institution's very low rate confirms that its collaborative framework is transparent and does not generate signals associated with "affiliation shopping" or other questionable practices.
With a Z-score of -0.052, the institution demonstrates a low risk of retracted publications, a figure that reflects favorably against the medium-risk national average of 0.777. This disparity suggests a notable degree of institutional resilience, where internal control mechanisms appear to effectively mitigate systemic risks observed elsewhere in the country. Retractions can sometimes signify responsible error correction, but a low score like this, especially in a higher-risk environment, points toward robust pre-publication quality control and a strong integrity culture that successfully prevents the systemic failures or recurring malpractice that a higher rate would imply.
The institution's Z-score for self-citation is -1.247, an exceptionally low value that is significantly below the national average of -0.262. This demonstrates a strong commitment to external validation and integration within the global scientific community. A certain level of self-citation is natural, but this very low rate indicates the institution actively avoids the 'echo chambers' and scientific isolation that can arise from endogamous practices. It suggests that the institution's academic influence is genuinely earned through broad recognition rather than being inflated by internal dynamics.
The institution presents a Z-score of 0.566, a medium-risk value that indicates high exposure to this issue, particularly when compared to the national average of 0.094. This suggests the center is more prone than its national peers to channeling its research into outlets that fail to meet international quality standards. This is a critical alert regarding due diligence in selecting dissemination channels. Such a pattern exposes the institution to severe reputational risks and indicates an urgent need to enhance information literacy among its researchers to prevent the waste of resources on 'predatory' or low-quality publications.
The institution's Z-score of -0.042 falls within the low-risk category but is higher than the national average of -0.952, signaling an incipient vulnerability. While not yet a significant issue, this slight elevation compared to the national context warrants a review of authorship practices. Outside of "Big Science" disciplines where large author lists are standard, such a signal could point to early signs of author list inflation. It serves as a prompt to ensure that authorship attributions remain transparent and accountable, clearly distinguishing necessary massive collaboration from potentially dilutive 'honorary' authorship.
The institution records a Z-score of 3.638, a significant-risk level that starkly accentuates the medium-risk vulnerability present in the national system (Z-score of 0.445). This extremely wide positive gap is a major strategic red flag, indicating that the institution's scientific prestige is heavily dependent on external partners and is not reflective of its own structural capacity. This suggests a critical sustainability risk, where high impact metrics may be the result of strategic positioning in collaborations where the institution does not exercise intellectual leadership, rather than a testament to its own homegrown scientific excellence.
With a Z-score of -0.782, the institution demonstrates a prudent profile in managing author productivity, performing more rigorously than the national standard (Z-score of -0.247). This low rate indicates a healthy balance between quantity and quality in its research output. It suggests the institution effectively discourages practices such as coercive authorship or assigning credit without meaningful participation, dynamics that prioritize metric inflation over the integrity of the scientific record. This control over extreme publication volumes reinforces a culture focused on significant intellectual contribution.
The institution's Z-score of -0.268 is in the very low-risk range, marking a clear point of preventive isolation from the national trend, where the average is a medium-risk 1.432. This is a significant strength, demonstrating that the institution successfully avoids the risk of academic endogamy. By not relying on its own journals, it ensures its scientific production undergoes independent external peer review, which mitigates potential conflicts of interest and avoids the use of internal channels as 'fast tracks' for publication. This practice enhances the global visibility and competitive validation of its research.
The institution shows a Z-score of 0.212, a medium-risk level that represents a moderate deviation from the national context, which has a low-risk average of -0.390. This indicates that the institution is more sensitive than its peers to practices associated with data fragmentation or 'salami slicing.' This value serves as an alert that there may be a tendency to divide coherent studies into minimal publishable units to artificially inflate productivity metrics. Such a practice not only overburdens the peer-review system but also distorts the scientific evidence base, prioritizing volume over the generation of significant new knowledge.