| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.756 | -0.526 |
|
Retracted Output
|
0.530 | -0.173 |
|
Institutional Self-Citation
|
-0.818 | -0.119 |
|
Discontinued Journals Output
|
0.856 | 0.179 |
|
Hyperauthored Output
|
-1.092 | 0.074 |
|
Leadership Impact Gap
|
0.223 | -0.064 |
|
Hyperprolific Authors
|
7.073 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
1.233 | -0.245 |
Cankaya University demonstrates a complex scientific integrity profile, marked by notable strengths in academic openness but offset by significant risks related to publication pressure. With an overall risk score of 1.064, the institution excels in avoiding academic endogamy, as evidenced by very low rates of institutional self-citation and publication in its own journals. However, this is contrasted by a critical alert in the Rate of Hyperprolific Authors and medium-level risks across multiple indicators, including retractions, redundant output, and publication in discontinued journals. These vulnerabilities suggest that while the university fosters external engagement, its internal incentive systems may inadvertently prioritize publication volume over quality. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Mathematics, Computer Science, Physics and Astronomy, and Engineering. The identified integrity risks, particularly those suggesting a quantity-over-quality approach, directly challenge the university's mission to conduct "research at world standards" and maintain "high-quality in education." To fully align its practices with its mission, Cankaya University is encouraged to leverage its robust culture of external validation to implement stricter quality controls and review authorship policies, ensuring its impressive research output is synonymous with unimpeachable scientific rigor.
The institution presents a Z-score of 0.756, which moderately deviates from the national average of -0.526. This indicates a greater sensitivity to risk factors than its peers in Turkey. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's higher rate suggests a need to ensure these are not being used as a strategic tool for "affiliation shopping" to artificially inflate institutional credit. This deviation from the national norm warrants a review to confirm that all affiliations reflect substantive collaborative engagement.
With a Z-score of 0.530, the university shows a higher incidence of retractions compared to the national average of -0.173. This moderate deviation suggests that the institution is more exposed to the factors leading to retractions than its national counterparts. A rate significantly higher than the average can be an alert that pre-publication quality control mechanisms may be failing systemically. This finding points to a potential vulnerability in the institution's integrity culture, indicating that recurring malpractice or a lack of methodological rigor may require immediate qualitative verification by management.
The institution demonstrates an exceptionally strong performance with a Z-score of -0.818, positioning it well below the already low national average of -0.119. This signals a healthy pattern of external validation and integration into the global scientific community. The university effectively avoids the risks of scientific isolation and 'echo chambers,' where an institution's impact can be artificially inflated by internal dynamics. This very low rate confirms that its academic influence is driven by broad recognition rather than endogamous citation practices, reflecting a secure and outwardly-focused research culture.
The institution's Z-score of 0.856 indicates high exposure to this risk, surpassing the national average of 0.179, which is also in the medium-risk zone. This suggests the university is more prone than its peers to channeling research into outlets that do not meet international ethical or quality standards. Such a pattern constitutes a critical alert regarding due diligence in selecting dissemination channels, exposing the institution to severe reputational risks. There is an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality journals.
Cankaya University shows a Z-score of -1.092, a low-risk value that contrasts sharply with the medium-risk national average of 0.074. This demonstrates institutional resilience, as internal control mechanisms appear to successfully mitigate a systemic risk present in the country. The university effectively distinguishes between necessary massive collaboration and the practice of author list inflation. This result suggests a culture that values transparency and individual accountability, successfully preventing the dilution of responsibility through 'honorary' or political authorship practices.
The university's Z-score of 0.223 represents a moderate deviation from the national benchmark of -0.064, indicating a greater sensitivity to this risk factor. This wider gap suggests that the institution's scientific prestige may be more dependent on external collaborations where it does not hold intellectual leadership. While partnering is essential, this value signals a potential sustainability risk, as its high-impact metrics may be more a result of strategic positioning in external projects than a reflection of its own structural research capacity. This invites a strategic reflection on fostering and promoting internally-led, high-impact research.
A Z-score of 7.073 marks a critical anomaly, as the institution is an absolute outlier in a national environment with a low-risk average of -0.430. This severe discrepancy requires an urgent and deep integrity assessment. Such extreme individual publication volumes challenge the limits of human capacity for meaningful intellectual contribution and are a strong indicator of potential systemic issues. This red flag points to significant risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metric inflation over the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates preventive isolation from a risk that is present at a medium level in the country (Z-score of 0.119). This excellent result shows that the university does not replicate the risk dynamics observed in its environment. By avoiding dependence on in-house journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production undergoes independent external peer review, reinforcing its commitment to global visibility and competitive validation rather than using internal channels as 'fast tracks' for publication.
The institution's Z-score of 1.233 shows a moderate deviation from the low-risk national average of -0.245, indicating a greater sensitivity to this integrity risk than its peers. This score alerts to the potential practice of 'salami slicing,' where a coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence but also overburdens the peer-review system, suggesting a focus on publication volume that may come at the expense of generating significant new knowledge.
