| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.297 | -0.526 |
|
Retracted Output
|
-0.014 | -0.173 |
|
Institutional Self-Citation
|
-1.245 | -0.119 |
|
Discontinued Journals Output
|
-0.055 | 0.179 |
|
Hyperauthored Output
|
-0.007 | 0.074 |
|
Leadership Impact Gap
|
0.287 | -0.064 |
|
Hyperprolific Authors
|
-0.585 | -0.430 |
|
Institutional Journal Output
|
4.053 | 0.119 |
|
Redundant Output
|
-0.724 | -0.245 |
Baskent University demonstrates a robust scientific integrity profile, reflected in an overall risk score of 0.117. The institution exhibits significant strengths in maintaining very low rates of multiple affiliations, institutional self-citation, and redundant output, indicating a strong culture of ethical authorship and research validation. However, strategic attention is required in two key areas: a medium-risk gap between the impact of its total output and that of its internally-led research, and a notably high rate of publication in its own institutional journals. These vulnerabilities contrast with the university's strong national standing in key thematic areas, including top-tier SCImago Institutions Rankings within Turkey for Dentistry, Medicine, Psychology, and Business, Management and Accounting. To fully realize its mission of fostering scientific objectivity and contributing to national progress, it is crucial to address these integrity risks. A dependency on external research leadership and a high degree of academic endogamy could undermine the stated commitment to excellence and social responsibility. A strategic focus on cultivating internal research leadership and expanding publication in diverse, high-impact external venues will ensure the university's practices are in complete alignment with its aspirational goals.
The university's Z-score of -1.297 is significantly lower than the national average of -0.526, indicating an exemplary and consistent low-risk profile in this area. This absence of risk signals, which is even more pronounced than the national standard, suggests that the institution's affiliations are managed with high integrity. The data provides strong evidence against any strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reinforcing a transparent approach to academic collaboration.
With a Z-score of -0.014, the university's rate of retractions is slightly higher than the national average of -0.173, although both remain in a low-risk band. This subtle difference suggests an incipient vulnerability and warrants a proactive review of pre-publication quality control mechanisms. While some retractions reflect responsible science, a rate that edges above the national context, however slightly, serves as an early warning to ensure that potential systemic failures or recurring malpractice are addressed before they can escalate.
The institution shows a very low Z-score of -1.245, which is substantially below the national average of -0.119. This result demonstrates a consistent, low-risk profile that aligns with national standards for external validation. The data strongly indicates that the university avoids operating within a scientific 'echo chamber,' ensuring its academic influence is a product of genuine recognition by the global community rather than being inflated by endogamous or internal dynamics.
Baskent University's Z-score of -0.055 is in the low-risk range, contrasting sharply with the medium-risk national average of 0.179. This disparity highlights a notable institutional resilience, suggesting that the university's internal control mechanisms effectively mitigate the systemic risks observed across the country. By successfully guiding its researchers away from channels that fail to meet international ethical or quality standards, the institution actively protects its reputational integrity and avoids the misallocation of resources to predatory or low-quality publishing practices.
The university maintains a low-risk Z-score of -0.007, which is a positive result when compared to the medium-risk national average of 0.074. This indicates strong institutional resilience against the national trend of author list inflation. The data suggests that the university effectively distinguishes between necessary, large-scale collaboration and questionable 'honorary' or political authorship practices, thereby upholding a culture of transparency and individual accountability in its research output.
The university's Z-score of 0.287 represents a medium-risk level and a moderate deviation from the low-risk national average of -0.064. This indicates a greater institutional sensitivity to this particular risk factor. While it is common for institutions to leverage external partnerships, this significant positive gap suggests that the university's scientific prestige may be overly dependent on collaborations where it does not exercise intellectual leadership. This signals a potential sustainability risk and calls for a strategic reflection on building more robust internal capacity to ensure that excellence metrics are driven by endogenous innovation and not just strategic positioning.
With a Z-score of -0.585, the university's rate is lower than the national average of -0.430, positioning both within the low-risk category. This prudent profile suggests that the institution manages its research processes with greater rigor than the national standard. The data points to a healthy balance between productivity and quality, showing a very low incidence of the extreme publication volumes that can signal risks such as coercive authorship or a culture that prioritizes metrics over the integrity of the scientific record.
The university's Z-score of 4.053 is exceptionally high compared to the national average of 0.119, placing it in a position of high exposure despite both being categorized as medium-risk. While in-house journals can be valuable for local dissemination, this excessive dependence raises significant concerns about conflicts of interest and academic endogamy. Such a high value warns that a substantial portion of scientific production may be bypassing independent external peer review, potentially limiting global visibility and creating a risk that internal channels are being used as 'fast tracks' to inflate publication records without standard competitive validation.
The institution's Z-score of -0.724 is in the very low-risk category, performing better than the already low-risk national average of -0.245. This demonstrates a consistent and commendable low-risk profile. The data shows a clear absence of signals associated with data fragmentation or 'salami slicing,' indicating that the university's researchers are focused on producing coherent, significant studies rather than artificially inflating productivity metrics by dividing work into minimal publishable units.
