Sivas University of Science and Technology

EXECUTIVE SUMMARY AND STRATEGIC VISION

Sivas University of Science and Technology demonstrates a robust and commendable scientific integrity profile, reflected in its overall risk score of -0.483. The institution exhibits exceptional performance across multiple indicators, particularly in maintaining very low rates of hyper-authorship, output in institutional journals, and hyperprolific authorship, effectively insulating itself from risks prevalent at the national level. These strengths underscore a culture of responsible research conduct and a commitment to quality. The primary area for strategic attention is a medium-risk signal in Institutional Self-Citation, which suggests a tendency toward academic insularity. According to SCImago Institutions Rankings data, the university's key thematic strengths lie in Physics and Astronomy, Agricultural and Biological Sciences, and Environmental Science. This strong performance aligns directly with its mission to develop "advanced technology in the fields of engineering... and agricultural sciences." However, the elevated self-citation rate could challenge the mission's goal to "contribute to society at local and global levels," as it may limit the external validation and global reach of its innovations. To fully realize its vision as an entrepreneurial, new-generation university, it is recommended that the institution strategically foster broader international collaborations and external peer engagement, leveraging its thematic strengths to transition from internal validation to recognized global impact.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -1.067, positioning it in a very low-risk category, which is even more favorable than the national average of -0.526. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and surpasses the national standard. While multiple affiliations can be a legitimate outcome of academic mobility and partnerships, the university’s data indicates no signs of their strategic use to inflate institutional credit. This reflects a transparent and straightforward approach to academic collaboration and attribution, reinforcing a solid foundation of research integrity.

Rate of Retracted Output

With a Z-score of -0.512, the institution shows a very low incidence of retracted publications, well below the national average of -0.173. This result suggests a consistent and low-risk profile, indicating that the university's quality control mechanisms are functioning effectively. Retractions can sometimes signify responsible supervision through the correction of honest errors, but a near-total absence of such events, as seen here, points toward a robust system of pre-publication review and a strong institutional integrity culture that successfully prevents methodological or ethical failures from reaching the publication stage.

Rate of Institutional Self-Citation

The institution's Z-score for this indicator is 2.380, a medium-risk value that marks a moderate deviation from the national average of -0.119. This suggests the university has a greater sensitivity to this particular risk factor compared to its national peers. While a certain level of self-citation is natural in specialized research lines, this disproportionately high rate signals a potential for scientific isolation or an 'echo chamber' effect. This trend warns of the risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than validated by the broader global scientific community, warranting a strategic review of its citation practices and collaborative outreach.

Rate of Output in Discontinued Journals

The university demonstrates a low-risk Z-score of -0.147, which contrasts favorably with the medium-risk national average of 0.179. This gap highlights a notable institutional resilience, where internal control mechanisms appear to successfully mitigate a systemic risk observed across the country. A high proportion of publications in discontinued journals can signal a failure in due diligence, exposing an institution to reputational damage from 'predatory' practices. By maintaining a low rate, the university shows it is effectively guiding its researchers toward reputable dissemination channels, thereby safeguarding its scientific output and resources.

Rate of Hyper-Authored Output

With an exceptionally low Z-score of -1.216, the institution operates in stark contrast to the national average of 0.074, which falls into the medium-risk category. This signifies a state of preventive isolation, where the university does not replicate the risk dynamics concerning authorship inflation observed in its environment. Outside of 'Big Science' contexts, high rates of hyper-authorship can indicate a dilution of individual accountability. This institution's very low score suggests its authorship practices are transparent and merit-based, effectively avoiding issues like 'honorary' authorships and reinforcing a culture of genuine contribution.

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

The institution exhibits a very low-risk Z-score of -1.433, significantly stronger than the national average of -0.064. This low-profile consistency indicates that the university’s scientific prestige is not dependent on external partners but is instead structurally generated by its own research capacity. A wide positive gap can signal that an institution's impact is reliant on collaborations where it does not exercise intellectual leadership. The very low score here confirms the opposite: the university’s impact is intrinsically tied to the research it leads, demonstrating a high degree of scientific autonomy and sustainable excellence.

Rate of Hyperprolific Authors

The university's Z-score of -1.413 is in the very low-risk range, notably better than the national low-risk average of -0.430. This demonstrates a consistent and healthy research environment, free from the pressures that can lead to extreme individual publication volumes. Such hyperprolificacy can challenge the limits of meaningful intellectual contribution and often points to risks like coercive authorship or a focus on quantity over quality. The institution's very low score suggests a balanced and sustainable approach to productivity that prioritizes the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution shows a very low-risk Z-score of -0.268, which is a significant achievement when compared to the medium-risk national average of 0.119. This pattern indicates a clear case of preventive isolation, where the university avoids the risk dynamics common in its national environment. Excessive reliance on in-house journals can create conflicts of interest and academic endogamy, bypassing independent peer review. By channeling its research through external venues, the institution ensures its work is validated by the global scientific community, enhancing its visibility and credibility.

Rate of Redundant Output

With a Z-score of -0.222, the institution's performance is statistically normal and aligns closely with the national average of -0.245, both of which are in the low-risk category. This indicates that the university's risk level is as expected for its context and size. A high rate of redundant output, or 'salami slicing,' can distort scientific evidence by fragmenting studies into minimal publishable units. The low and typical score for the institution suggests its research culture prioritizes the publication of significant, coherent studies over the artificial inflation of output metrics, reflecting standard and responsible practice within its national system.