| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.052 | -0.526 |
|
Retracted Output
|
-0.381 | -0.173 |
|
Institutional Self-Citation
|
0.033 | -0.119 |
|
Discontinued Journals Output
|
1.069 | 0.179 |
|
Hyperauthored Output
|
-0.824 | 0.074 |
|
Leadership Impact Gap
|
-1.345 | -0.064 |
|
Hyperprolific Authors
|
-0.678 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.334 | -0.245 |
Harran University presents a robust scientific integrity profile, with an overall risk score of -0.224 indicating performance that is well-aligned with global standards. The institution demonstrates significant strengths in maintaining very low-risk levels for multiple affiliations, retracted output, leadership impact gap, and publication in institutional journals, often outperforming national averages. These areas of excellence are complemented by a prudent, low-risk management of hyper-authorship, hyperprolific authors, and redundant publications. Key areas for strategic attention are the medium-risk indicators for Institutional Self-Citation and Output in Discontinued Journals, which represent the primary vulnerabilities in an otherwise solid framework. According to SCImago Institutions Rankings data, the university's scientific prowess is particularly notable in areas such as Physics and Astronomy (ranking #1 in Turkey), Engineering (#13), Veterinary (#19), and Mathematics (#20). These thematic strengths directly support the university's mission to contribute to global science and technology. However, the identified risks in self-citation and publication in discontinued journals could undermine this mission by suggesting a degree of academic insularity and a potential lack of due diligence, which contrasts with the goal of achieving global impact and social development. To fully realize its mission, it is recommended that the university leverage its strong integrity foundation to develop targeted awareness and quality control policies for these two specific areas, thereby ensuring its research excellence is matched by unimpeachable global credibility.
With a Z-score of -1.052, the institution exhibits a very low rate of multiple affiliations, which is even more conservative than the national average of -0.526. This demonstrates a clear and consistent approach to authorship and institutional credit, aligning with the low-risk standard prevalent in the country. The absence of signals in this area suggests that the university's policies effectively prevent strategic practices like "affiliation shopping," ensuring that institutional credit is claimed legitimately and transparently.
The institution's Z-score for retracted output is -0.381, a very low value that is consistent with the low-risk national context (Z-score: -0.173). This excellent result indicates that the university's quality control and supervision mechanisms prior to publication are functioning effectively. The minimal rate of retractions suggests a robust integrity culture, with no evidence of the systemic malpractice or recurring methodological failures that a higher score might imply.
The university shows a moderate deviation from the national norm in this indicator, with a Z-score of 0.033 (Medium risk) compared to the country's low-risk average of -0.119. This suggests the institution is more sensitive to factors that encourage internal citation than its peers. While a certain level of self-citation is natural for developing research lines, this elevated rate warns of a potential for scientific isolation or 'echo chambers.' It represents a risk of endogamous impact inflation, where the institution's academic influence may be disproportionately validated by internal dynamics rather than by broader recognition from the global scientific community, warranting a review of citation practices.
With a Z-score of 1.069, the institution displays a high exposure to this risk, significantly surpassing the national average of 0.179, even though both are categorized at a medium-risk level. This disparity indicates that the university is more prone than its national counterparts to publishing in questionable venues. This high value constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. It suggests that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for improved information literacy to avoid wasting resources on 'predatory' practices.
The institution demonstrates notable resilience by maintaining a low-risk Z-score of -0.824 in a national context where hyper-authorship presents a medium risk (Z-score: 0.074). This suggests that the university's internal governance and authorship policies act as an effective filter against broader systemic trends. The institution successfully distinguishes between necessary massive collaboration and questionable practices like 'honorary' authorship, thereby upholding individual accountability and transparency in its publications.
The institution shows exceptional strength in this area, with a very low-risk Z-score of -1.345, far below the country's already low-risk average of -0.064. This result indicates a minimal gap between the impact of its overall scientific output and the work where its researchers hold leadership roles. This is a powerful sign of scientific autonomy and sustainability, demonstrating that the university's prestige is built upon genuine internal capacity and intellectual leadership, rather than being dependent on the contributions of external partners.
In an environment where both the institution and the country exhibit low risk, the university adopts a particularly prudent profile with a Z-score of -0.678, which is more rigorous than the national standard of -0.430. This indicates a culture that effectively balances productivity with quality. By managing its processes with greater rigor, the institution mitigates the risks associated with extreme publication volumes, such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
The university displays a very low-risk Z-score of -0.268, effectively isolating itself from the medium-risk dynamics observed at the national level (Z-score: 0.119). This preventive stance demonstrates strong governance and a commitment to external validation. By avoiding over-reliance on its own journals, the institution sidesteps potential conflicts of interest and academic endogamy, ensuring its research undergoes independent peer review and thereby enhancing its credibility and visibility on a global scale.
While operating within a low-risk national context (Z-score: -0.245), the institution demonstrates an even more prudent and rigorous management of its publication practices, reflected in its Z-score of -0.334. This superior performance suggests a culture that values substantive contributions over inflated publication counts. The university effectively discourages the practice of fragmenting a coherent study into minimal publishable units, thereby upholding the integrity of the scientific evidence and prioritizing the generation of significant new knowledge.
