| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.808 | -0.514 |
|
Retracted Output
|
0.624 | -0.126 |
|
Institutional Self-Citation
|
-0.374 | -0.566 |
|
Discontinued Journals Output
|
-0.488 | -0.415 |
|
Hyperauthored Output
|
-0.845 | 0.594 |
|
Leadership Impact Gap
|
0.598 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.433 | 0.027 |
Bowling Green State University demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.212, which indicates a performance generally stronger than the global average. The institution exhibits significant strengths in maintaining very low-risk levels for output in discontinued journals, hyperprolific authorship, and publication in its own journals, showcasing effective governance and quality control. Key thematic strengths, according to SCImago Institutions Rankings data, are concentrated in Psychology, Arts and Humanities, and Earth and Planetary Sciences, where the university holds strong competitive positions. However, two areas require strategic attention: a moderate rate of retracted output and a noticeable gap between its overall research impact and the impact of work led by its own researchers. These vulnerabilities could challenge the institutional mission of achieving "excellence in... research" and fostering "leadership," as they suggest potential inconsistencies in quality assurance and a dependency on external partners for impact. By leveraging its solid integrity foundation, the university is well-positioned to address these specific areas, further aligning its operational reality with its aspirational goals of global leadership and knowledge creation.
With a Z-score of -0.808, the institution's rate of multiple affiliations is notably lower than the national average of -0.514. This prudent profile suggests that the university manages its affiliation processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's lower rate demonstrates a controlled approach that effectively avoids any perception of strategic "affiliation shopping" designed to artificially inflate institutional credit.
The institution's Z-score of 0.624 for retracted output represents a moderate deviation from the national average (Z-score -0.126), indicating a greater sensitivity to risk factors than its peers. Retractions are complex events, but a rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing more often than expected, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.
The university's rate of institutional self-citation (Z-score -0.374) presents an incipient vulnerability, as it is slightly higher than the national benchmark (Z-score -0.566). A certain level of self-citation is natural and reflects the continuity of established research lines. However, this slight elevation warrants review, as it could be an early signal of scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny, potentially leading to an endogamous inflation of impact if the trend continues.
The institution demonstrates total operational silence in this area, with a Z-score of -0.488 that is even lower than the already low national average of -0.415. This absence of risk signals indicates exceptional due diligence in selecting dissemination channels. It confirms that the institution's scientific production is not being channeled through media that fail to meet international ethical or quality standards, thereby protecting its reputation from the risks associated with 'predatory' or low-quality practices.
The institution displays notable institutional resilience, with a very low rate of hyper-authored output (Z-score -0.845) in a national context where this is a medium-risk issue (Z-score 0.594). This suggests that internal control mechanisms are effectively mitigating systemic risks present in the country. By maintaining low rates of extensive author lists outside of 'Big Science' contexts, the institution successfully avoids signals of author list inflation, thereby upholding individual accountability and transparency in its publications.
The institution shows high exposure in this area, with a Z-score of 0.598 that is significantly higher than the national average of 0.284. This indicates a more pronounced gap between its overall publication impact and the impact of research where it holds a leadership role. A very wide positive gap signals a sustainability risk, suggesting that a significant portion of its scientific prestige may be dependent and exogenous, not structural. This invites reflection on whether its excellence metrics result from real internal capacity or from strategic positioning in collaborations where the institution does not exercise intellectual leadership.
The institution maintains a profile of low-profile consistency, with a Z-score of -1.413 indicating a near-total absence of hyperprolific authors, which aligns with and improves upon the low-risk national standard (Z-score -0.275). This strong result suggests a healthy balance between quantity and quality in its research output. The absence of extreme individual publication volumes reinforces the integrity of the scientific record by avoiding risks such as coercive authorship or the assignment of authorship without real participation.
The institution demonstrates integrity synchrony with its national environment, showing a Z-score of -0.268 that is in total alignment with the country's very low-risk score of -0.220. This indicates that the university is not overly dependent on its own journals for dissemination. By avoiding this practice, it mitigates potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production undergoes independent external peer review and achieves global visibility through standard competitive validation.
The university exhibits strong institutional resilience against the practice of redundant publication. Its low Z-score of -0.433 contrasts sharply with the medium-risk national average of 0.027, indicating that its control mechanisms effectively mitigate a systemic national vulnerability. This low rate of bibliographic overlap suggests that the institution successfully discourages the practice of dividing coherent studies into minimal publishable units, thereby prioritizing the generation of significant new knowledge over the artificial inflation of productivity metrics.
