Golestan University of Medical Sciences and Health Services

Region/Country

Middle East
Iran
Universities and research institutions

Overall

0.771

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.595 -0.615
Retracted Output
2.643 0.777
Institutional Self-Citation
-1.735 -0.262
Discontinued Journals Output
0.171 0.094
Hyperauthored Output
0.029 -0.952
Leadership Impact Gap
4.706 0.445
Hyperprolific Authors
-0.606 -0.247
Institutional Journal Output
-0.268 1.432
Redundant Output
-1.186 -0.390
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Golestan University of Medical Sciences and Health Services presents a profile of pronounced contrasts, with an overall integrity score of 0.771 reflecting both significant strengths and critical vulnerabilities. The institution demonstrates commendable performance in areas of academic openness and rigor, with very low risk signals for Institutional Self-Citation, Redundant Output, and Output in Institutional Journals. These results suggest a culture that values external validation and prioritizes substantive research contributions. Thematic strengths, according to SCImago Institutions Rankings data, are concentrated in Medicine, Dentistry, and Pharmacology, Toxicology and Pharmaceutics, positioning the university as a key regional player in health sciences. However, this profile is severely challenged by significant risks in the Rate of Retracted Output and a substantial Gap in Leadership Impact. These critical indicators directly threaten any institutional mission centered on excellence and social responsibility, as a high retraction rate can erode public trust and a dependency on external leadership questions the sustainability of its scientific prestige. To secure its strategic vision, the university should leverage its robust internal controls and external focus to urgently address the systemic issues undermining its quality assurance and scientific sovereignty, thereby ensuring its research impact is both authentic and enduring.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.595 is statistically aligned with the national average of -0.615, indicating a risk level that is normal and expected for its operational context. This alignment suggests that the university's patterns of collaboration and researcher mobility are consistent with national practices. While multiple affiliations are often a legitimate result of partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. In this case, the institution's profile does not present any anomaly, reflecting a standard and appropriate level of inter-institutional engagement.

Rate of Retracted Output

With a Z-score of 2.643, the institution shows a significant risk level that starkly amplifies the vulnerabilities already present in the national system, which has a medium-risk score of 0.777. This finding is a critical alert, suggesting that the institution's quality control mechanisms prior to publication may be failing more systemically than in the rest of the country. Retractions are complex events, but a rate this far above the average points beyond isolated, honest errors. It signals a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.

Rate of Institutional Self-Citation

The institution demonstrates an exceptionally strong profile with a Z-score of -1.735, indicating a very low risk that is consistent with the low-risk national environment (Z-score -0.262). This absence of risk signals is a positive indicator of the university's scientific openness. A certain level of self-citation is natural, but the institution's minimal rate suggests it effectively avoids the 'echo chambers' where work is validated without sufficient external scrutiny. This performance points to a research culture whose academic influence is built on broad recognition by the global community rather than being inflated by internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.171 reflects a medium risk level, but its position is more exposed when compared to the national average of 0.094. This indicates that the university is more prone than its peers to publishing in questionable outlets. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This heightened exposure suggests that a significant portion of its scientific production may be channeled through media that do not meet international ethical or quality standards, creating severe reputational risks and signaling an urgent need for improved information literacy to avoid wasting resources on 'predatory' practices.

Rate of Hyper-Authored Output

With a medium-risk Z-score of 0.029, the institution shows a moderate deviation from the national standard, where the risk is low (Z-score -0.952). This greater sensitivity to risk factors warrants a review of authorship practices. While extensive author lists are legitimate in 'Big Science' disciplines, a heightened indicator outside these contexts can signal author list inflation, which dilutes individual accountability. This score serves as a signal for the institution to proactively distinguish between necessary massive collaboration and the potential for 'honorary' or political authorship practices that compromise transparency.

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

The institution exhibits a critical vulnerability with a Z-score of 4.706, a value that dramatically accentuates the medium-risk trend observed at the national level (Z-score 0.445). This extremely wide positive gap—where overall impact is high but the impact of institution-led research is low—signals a severe sustainability risk. It strongly suggests that the university's scientific prestige is largely dependent and exogenous, not structural. This result invites urgent reflection on whether its excellence metrics are derived from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise intellectual leadership, a dependency that could threaten its long-term scientific autonomy.

Rate of Hyperprolific Authors

The institution maintains a prudent profile with a Z-score of -0.606, a low-risk value that is even more rigorous than the national standard of -0.247. This indicates effective management of research productivity and authorship. While high productivity can reflect leadership, extreme volumes often challenge the limits of meaningful intellectual contribution. The university's controlled rate suggests 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 demonstrates a clear preventive isolation from national risk dynamics, with a very low-risk Z-score of -0.268 in a country where this indicator is a medium-level concern (Z-score 1.432). This performance is a testament to its commitment to external validation. While in-house journals can be valuable, excessive dependence on them creates conflicts of interest. By avoiding this practice, the university ensures its scientific production bypasses potential academic endogamy and undergoes independent external peer review, enhancing its global visibility and validating its research through standard competitive channels.

Rate of Redundant Output (Salami Slicing)

With a Z-score of -1.186, the institution shows a very low risk of redundant publication, a finding that aligns positively with the low-risk national environment (Z-score -0.390). This absence of risk signals indicates a commendable focus on publishing complete and coherent studies. Citing previous work is necessary, but this low score confirms that the institution is not engaging in 'salami slicing'—the practice of dividing a study into minimal units to artificially inflate productivity. This approach respects the scientific record and the peer-review system by prioritizing the dissemination of significant new knowledge over sheer volume.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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