| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.249 | -0.526 |
|
Retracted Output
|
-0.447 | -0.173 |
|
Institutional Self-Citation
|
-0.369 | -0.119 |
|
Discontinued Journals Output
|
1.069 | 0.179 |
|
Hyperauthored Output
|
-0.699 | 0.074 |
|
Leadership Impact Gap
|
-1.667 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.433 | -0.245 |
Hitit University demonstrates a robust scientific integrity profile, with an overall score of -0.372 that reflects performance significantly stronger than the national average across most indicators. The institution exhibits exceptional control in areas such as the impact of its own-led research, the rate of output in institutional journals, and the management of hyperprolific authorship, effectively insulating itself from risks prevalent in the national context. This strong governance foundation is a key asset. The primary vulnerability identified is a high exposure to publishing in discontinued journals, a practice that requires immediate attention. According to SCImago Institutions Rankings data, the university's research strengths are particularly notable in Environmental Science, Energy, and Arts and Humanities. The institution's mission to uphold "ethical values" and produce "useful outputs" based on "universal standards" is well-supported by its low-risk profile. However, the identified weakness in publication channel selection directly conflicts with this mission, potentially undermining the credibility and utility of its research. To fully align its operational practices with its strategic vision, the university is advised to implement targeted training and policies focused on responsible journal selection, thereby safeguarding its otherwise excellent record of scientific integrity.
The institution's Z-score for this indicator is -1.249, a figure indicating very low risk, while the national average is -0.526. This comparison shows a consistent and positive alignment with national standards, where the university's near-total absence of risk signals surpasses the already low-risk environment of the country. This suggests that the institution's policies for declaring affiliations are clear and rigorously followed. While multiple affiliations can be legitimate, the university's extremely low rate confirms that it is not engaging in practices aimed at artificially inflating institutional credit or "affiliation shopping," thereby ensuring transparent and accurate attribution of its scientific output.
The institution presents a Z-score of -0.447, compared to the national average of -0.173. This result places the university in a very low-risk category, demonstrating a performance that is even more secure than the national low-risk standard. The data suggests that the institution's quality control mechanisms prior to publication are highly effective. A rate significantly below the average is a strong indicator of a healthy integrity culture, reflecting robust methodological rigor and responsible supervision that prevent the types of errors or malpractice that could lead to retractions, thus safeguarding the reliability of its scientific record.
The institution's Z-score is -0.369, while the country's average is -0.119. Although both fall within a low-risk range, the university demonstrates a more prudent profile, managing its citation practices with greater rigor than the national standard. This lower rate of self-citation indicates that the institution actively avoids the creation of scientific 'echo chambers' where work is validated internally without sufficient external scrutiny. By fostering a culture that encourages engagement with the broader global academic community, the university ensures its impact is based on external recognition rather than being inflated by endogamous dynamics.
The institution's Z-score for this indicator is 1.069, a medium-risk value that is considerably higher than the national average of 0.179. This score signals a high exposure to this particular risk, suggesting the institution is more prone than its national peers to publishing in questionable venues. This constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. A high proportion of output in such journals indicates that a significant portion of research is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for enhanced information literacy to prevent the waste of resources on predatory or low-quality practices.
The institution's Z-score is -0.699, a low-risk value that contrasts sharply with the country's medium-risk average of 0.074. This demonstrates significant institutional resilience, as internal control mechanisms appear to be successfully mitigating a systemic risk that is more common at the national level. The university's low rate suggests it effectively distinguishes between necessary large-scale collaboration and practices of author list inflation. This helps maintain individual accountability and transparency in authorship, preventing the dilution of responsibility that can occur with 'honorary' or political attributions.
The institution achieves an exceptionally low Z-score of -1.667, far below the national average of -0.064. This result indicates a very strong and positive performance, aligning with a national context of low risk but demonstrating superior internal capacity. A minimal gap suggests that the institution's scientific prestige is structural and endogenous, not dependent on external partners for impact. This reflects a high degree of intellectual leadership and sustainable research excellence, confirming that the university's impact metrics are a direct result of its own robust research capabilities.
The institution's Z-score is -1.413, a very low-risk value that is significantly better than the national average of -0.430. This demonstrates a healthy and well-managed research environment that aligns with, and improves upon, the low-risk national standard. The near absence of hyperprolific authors suggests a strong institutional focus on the quality and integrity of the scientific record over sheer publication volume. This culture effectively mitigates risks such as coercive authorship or data fragmentation, ensuring that authorship is tied to meaningful intellectual contribution rather than metric-driven pressures.
The institution has a Z-score of -0.268, indicating a very low risk, in stark contrast to the national medium-risk average of 0.119. This demonstrates a clear case of preventive isolation, where the university does not replicate the risk dynamics observed in its wider environment. By minimizing its reliance on in-house journals, the institution avoids potential conflicts of interest and academic endogamy, where production might bypass independent external peer review. This practice strengthens the global visibility and competitive validation of its research, showing a commitment to objective, international standards of quality.
The institution's Z-score for redundant output is -0.433, while the national average is -0.245. Both scores are in the low-risk category, but the university's more negative score points to a more prudent profile. This indicates that the institution manages its research dissemination with more rigor than the national standard, actively discouraging the practice of 'salami slicing.' By prioritizing the publication of coherent, significant studies over artificially inflating productivity through data fragmentation, the university contributes more effectively to the body of scientific evidence and upholds the integrity of the academic review system.
