Golestan University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Golestan University presents a robust profile of scientific integrity, with an overall risk score of -0.351 that indicates a performance significantly healthier than the global average. The institution demonstrates exceptional strengths in maintaining scientific autonomy and adhering to international standards, particularly evident in its very low dependency on external collaborations for impact (Gap between Impact of total output and the impact of output with leadership) and its minimal use of institutional journals, which contrasts sharply with national trends. These strengths are complemented by a solid control over authorship practices. While the overall picture is positive, areas for proactive monitoring include a medium-level rate of publication in discontinued journals and incipient vulnerabilities in institutional self-citation and hyperprolific authorship, which, although low, are slightly more pronounced than the national baseline. This strong integrity framework underpins the university's notable academic achievements, as reflected in the SCImago Institutions Rankings, where it holds leading national and regional positions in key areas such as Social Sciences (1st in Iran and the Middle East), Environmental Science (7th in Iran), and Chemistry (16th in Iran). Although the institution's specific mission statement was not localized for this report, these results strongly align with the universal academic mission of pursuing excellence with integrity. The low-risk profile confirms a commitment to responsible research, which is the bedrock of credible and impactful knowledge creation. To build on this solid foundation, it is recommended that the university leverage its strong governance to address the minor vulnerabilities identified, further securing its position as a leader in both research quality and scientific ethics.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With a Z-score of -1.314, significantly lower than the national average of -0.615, the institution demonstrates an exemplary standard of transparency in its affiliation practices. This result reflects a clear and consistent policy that aligns with the already low-risk national context. While multiple affiliations can be a legitimate outcome of academic mobility and collaboration, the institution's exceptionally low rate provides strong assurance against strategic "affiliation shopping" or attempts to artificially inflate institutional credit, signaling a culture of straightforward and honest academic representation.

Rate of Retracted Output

The institution's Z-score of -0.043 contrasts favorably with the national average of 0.777, showcasing notable institutional resilience. This indicates that the university's internal control mechanisms are effectively mitigating the systemic risks related to research quality that are more prevalent at the national level. Retractions can sometimes signify responsible error correction, but a rate significantly lower than the surrounding environment, as seen here, suggests that quality control and supervision processes prior to publication are robust, preventing the systemic failures or recurring malpractice that can damage an institution's integrity culture.

Rate of Institutional Self-Citation

The institution registers a Z-score of -0.185, which, while low, is slightly above the national average of -0.262. This subtle difference points to an incipient vulnerability that warrants observation. A certain degree of self-citation is a natural reflection of ongoing research lines; however, this slightly elevated rate suggests a need to ensure that the institution's work is consistently validated by the broader scientific community. Proactive monitoring is advisable to prevent the development of scientific "echo chambers" where academic influence might become inflated by internal dynamics rather than by external recognition.

Rate of Output in Discontinued Journals

With a Z-score of 0.068, the institution shows a medium risk level, yet it demonstrates more effective management in this area compared to the national average of 0.094. This suggests a differentiated approach to selecting publication venues, moderating a risk that appears more common in the country. Nonetheless, a medium-risk score remains a critical alert regarding due diligence. It indicates that a portion of the university's research is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational harm and highlighting a need for enhanced information literacy to avoid "predatory" practices.

Rate of Hyper-Authored Output

The institution's Z-score of -1.330 is exceptionally low, even when compared to the low national average of -0.952. This demonstrates a clear commitment to accountable authorship. Outside of "Big Science" disciplines where large author lists are common, high rates of hyper-authorship can signal inflation of author lists or the inclusion of "honorary" authors, which dilutes individual responsibility. The university's very low score in this indicator confirms that its authorship practices are transparent and well-governed, effectively distinguishing legitimate collaboration from questionable attributions.

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

The institution exhibits a Z-score of -2.141, a result that signifies profound preventive isolation from the national trend (Z-score of 0.445). This is a key indicator of scientific maturity and sustainability. A wide positive gap, as seen at the national level, suggests that prestige is often dependent on external partners rather than internal capacity. In stark contrast, the university's very low score indicates that its scientific impact is structurally sound and driven by its own intellectual leadership, demonstrating a robust and autonomous research ecosystem that generates excellence from within.

Rate of Hyperprolific Authors

At -0.012, the institution's Z-score for hyperprolific authors is slightly higher than the national average of -0.247, signaling an area of incipient vulnerability. While high productivity can be a sign of exceptional leadership, extreme publication volumes can challenge the feasibility of meaningful intellectual contribution and may point to imbalances between quantity and quality. This minor elevation warrants a review to ensure that high output is not associated with risks such as coercive authorship or the assignment of credit without real participation, thereby safeguarding the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 marks a significant and positive deviation from the national average of 1.432. This demonstrates a clear preventive isolation from the risks of academic endogamy. While in-house journals can serve local purposes, an over-reliance on them, as suggested by the national trend, can create conflicts of interest and allow research to bypass rigorous external peer review. The university's very low rate indicates a strong preference for international, independent validation, which enhances global visibility and avoids the use of internal channels as potential "fast tracks" to inflate publication records.

Rate of Redundant Output

The institution's Z-score of -0.200 is slightly higher than the national average of -0.390, indicating an incipient vulnerability despite both values being in the low-risk range. This metric alerts to the practice of "salami slicing," where a single study is fragmented into minimal publishable units to artificially inflate productivity. The university's slightly higher rate suggests that while the issue is not widespread, it merits attention to ensure that the institutional focus remains on producing significant new knowledge rather than prioritizing publication volume, a practice which can distort scientific evidence and overburden the peer review system.