| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.618 | -0.526 |
|
Retracted Output
|
-0.071 | -0.173 |
|
Institutional Self-Citation
|
-0.869 | -0.119 |
|
Discontinued Journals Output
|
0.265 | 0.179 |
|
Hyperauthored Output
|
0.574 | 0.074 |
|
Leadership Impact Gap
|
-0.425 | -0.064 |
|
Hyperprolific Authors
|
0.555 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
1.052 | -0.245 |
Bahcesehir University presents a profile of notable strengths in scientific integrity alongside specific, moderate-risk vulnerabilities that warrant strategic attention. With an overall integrity score of 0.139, the institution demonstrates exceptional performance in areas promoting external validation and academic independence, particularly its very low rates of institutional self-citation and publication in its own journals. These strengths are foundational to its mission of achieving international standards. However, this positive core is contrasted by a cluster of medium-risk indicators—including the rates of multiple affiliations, hyper-authorship, hyperprolific authors, redundant output, and publication in discontinued journals—which are consistently higher than the national average for Turkey. This pattern suggests systemic pressures that may prioritize quantitative output over qualitative rigor. The university's academic excellence is clearly demonstrated in the SCImago Institutions Rankings, with top-tier national positions in areas such as Agricultural and Biological Sciences (ranked #1 in Turkey), Physics and Astronomy (#4), and Dentistry (#8). To fully align its operational practices with its mission to foster "critical thinking" and contribute meaningfully to "scientific knowledge," the university should leverage its integrity strengths to develop targeted governance policies that mitigate the identified risks, ensuring its impressive research output is built upon a foundation of unimpeachable quality and transparency.
The institution's Z-score for this indicator is 0.618, while the national average is -0.526. This represents a moderate deviation from the national context, indicating that the university shows a greater sensitivity to this risk factor than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The observed divergence from the national standard suggests a need to review affiliation policies to ensure they reflect genuine collaboration and contribution, rather than being primarily a tool for metric enhancement.
The institution's Z-score is -0.071, compared to the national average of -0.173. Although both scores are in the low-risk range, the university's rate is slightly higher than the country's, signaling an incipient vulnerability that warrants review. Retractions are complex events, and some can signify responsible supervision and the correction of honest errors. However, a rate that begins to edge above the national baseline, even if still low, suggests that quality control mechanisms prior to publication may have room for improvement. This minor signal should be monitored to ensure it does not escalate and to reinforce the institution's culture of methodological rigor.
The institution exhibits a Z-score of -0.869, a figure significantly lower than the country's already low-risk average of -0.119. This demonstrates a commendable low-profile consistency, where the near-total absence of risk signals aligns with and even surpasses the national standard. A certain level of self-citation is natural, but this exceptionally low rate is a strong positive indicator. It suggests the university is successfully avoiding scientific isolation or 'echo chambers,' and that its academic influence is validated by the broader global community rather than being inflated by internal dynamics, reflecting a healthy integration into international research networks.
With a Z-score of 0.265, the institution shows a higher value than the national average of 0.179, both of which are in the medium-risk range. This indicates a high exposure, suggesting the center is more prone to this risk than its environment. A significant proportion of scientific production channeled through media that do not meet international ethical or quality standards constitutes a critical alert. This practice exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy and due diligence among researchers to avoid wasting resources on 'predatory' or low-quality publication channels.
The institution's Z-score of 0.574 is substantially higher than the national average of 0.074, placing both in the medium-risk category but highlighting the university's high exposure to this issue. While extensive author lists are legitimate in 'Big Science' disciplines, a high rate outside these contexts can indicate author list inflation, which dilutes individual accountability. The significant gap between the university and the national norm serves as a strong signal to investigate authorship practices and distinguish between necessary massive collaboration and the potential for 'honorary' or political authorship, which can undermine transparency.
The institution's Z-score for this indicator is -0.425, which is notably better than the national average of -0.064. This reflects a prudent profile, suggesting the university manages its research processes with more rigor than the national standard in this area. A smaller gap indicates that the institution's scientific prestige is not overly dependent on external partners but is driven by strong internal capacity and intellectual leadership. This is a sign of sustainable and structural research excellence, demonstrating that the university is not just a participant in high-impact collaborations but a leader of them.
The institution registers a Z-score of 0.555, a moderate-risk value that marks a significant deviation from the low-risk national average of -0.430. This shows the university has a greater sensitivity to this risk factor than its peers. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This alert points to potential imbalances between quantity and quality and raises concerns about risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution operates at a very low-risk level, in stark contrast to the medium-risk national average of 0.119. This demonstrates a clear case of preventive isolation, where the center actively avoids replicating risk dynamics observed elsewhere in its environment. By eschewing dependence on in-house journals, the university mitigates potential conflicts of interest and academic endogamy. This practice ensures its scientific production undergoes independent external peer review, enhancing its global visibility and reinforcing a commitment to competitive validation over internal 'fast tracks'.
The institution's Z-score of 1.052 is in the medium-risk range and represents a moderate deviation from the low-risk national average of -0.245. This indicates a greater sensitivity to risk factors associated with data fragmentation. Massive bibliographic overlap between publications often points to 'salami slicing,' the practice of dividing a single study into minimal publishable units to artificially inflate productivity. This high value serves as an alert that this practice may be distorting the institution's scientific contribution and over-burdening the review system by prioritizing publication volume over significant new knowledge.
