| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.231 | -0.514 |
|
Retracted Output
|
-0.193 | -0.126 |
|
Institutional Self-Citation
|
-1.330 | -0.566 |
|
Discontinued Journals Output
|
-0.155 | -0.415 |
|
Hyperauthored Output
|
-0.457 | 0.594 |
|
Leadership Impact Gap
|
0.987 | 0.284 |
|
Hyperprolific Authors
|
-0.766 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
1.265 | 0.027 |
Youngstown State University presents a robust scientific integrity profile, with an overall score of -0.292 indicating a performance that is generally stronger than the baseline. The institution's primary strengths lie in its exceptionally low rates of institutional self-citation, multiple affiliations, and publication in its own journals, reflecting a culture of transparency and a commitment to external validation. However, the analysis identifies two areas requiring strategic attention: a medium-risk exposure to redundant publications (salami slicing) and a notable gap between the impact of its total output and that of its internally-led research. These operational dynamics provide context for the institution's recognized academic strengths in fields such as Business, Management and Accounting, and Psychology, as highlighted by SCImago Institutions Rankings data. The identified risks, particularly the potential for data fragmentation and a reliance on external partners for high-impact research, could challenge the University's mission to "lead in the discovery, dissemination, and application of knowledge." Ensuring that productivity metrics reflect genuine, internally-driven contributions is crucial for upholding the core value of placing students at the center of a creative and integrated scholarly environment. By addressing these specific vulnerabilities, Youngstown State University can further solidify its research foundation, ensuring its scholarly output is both impactful and fully aligned with its mission of enriching the region and the world through authentic scientific leadership.
With a Z-score of -1.231, well below the national average of -0.514, the institution demonstrates a very low-risk profile in this area. This indicates a healthy and transparent approach to academic collaboration, where the absence of risk signals aligns perfectly with the low-risk national standard. While multiple affiliations can be legitimate, the University's low rate confirms it avoids practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping," reinforcing a clear and unambiguous assignment of scholarly contributions.
The institution demonstrates a prudent and rigorous management of its publication quality, with a Z-score of -0.193 that is more favorable than the national average of -0.126. This suggests that its pre-publication review mechanisms are more effective than the national standard. A rate significantly higher than the average can alert to a vulnerability in an institution's integrity culture; however, this institution's lower rate points to a strong foundation of methodological rigor and responsible supervision, minimizing the need for post-publication corrections and reinforcing the reliability of its research output.
The University maintains a very low rate of institutional self-citation (Z-score: -1.330), a figure significantly below the national average (Z-score: -0.566). This is a strong indicator of academic openness and successful integration into the global scientific community. This result shows the institution is not operating in a scientific 'echo chamber' and instead seeks broad external scrutiny for its work. This confirms that its academic influence is driven by global community recognition rather than being inflated by internal citation dynamics.
The institution's rate of publication in discontinued journals shows a slight divergence from the national trend. With a Z-score of -0.155, the University shows minor signals of risk activity in an area where the rest of the country is virtually inert (Z-score: -0.415). This constitutes a mild alert regarding due diligence in selecting dissemination channels. A high proportion of output in such journals can expose an institution to severe reputational risks, suggesting a need to reinforce information literacy among researchers to avoid channeling resources toward low-quality or predatory media.
Youngstown State University demonstrates notable institutional resilience against the national trend towards hyper-authored publications. While the country shows a medium-risk level (Z-score: 0.594), the University maintains a low-risk profile (Z-score: -0.457), suggesting its control mechanisms effectively mitigate this systemic risk. This indicates that its internal academic culture successfully filters out practices like author list inflation or 'honorary' authorships, thereby preserving individual accountability and transparency in its collaborative research projects.
The institution exhibits a higher exposure to impact dependency than the national average, with a Z-score of 0.987 compared to the country's 0.284. This medium-risk value reflects a shared pattern within the national system but one to which the University is more prone. It signals a significant gap where the institution's overall impact is notably higher than the impact of research where it holds intellectual leadership. This suggests a potential sustainability risk, where scientific prestige may be more dependent on external partners than on structural, internal capacity, inviting a strategic reflection on fostering and promoting internally-led, high-impact research.
The University manages the risk of hyperprolific authorship with more rigor than the national standard. Its Z-score of -0.766 is well below the country's average of -0.275, indicating a prudent profile and a strong institutional balance between productivity and quality. This suggests the absence of dynamics that prioritize sheer volume over the integrity of the scientific record, such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thereby upholding a culture that values substance over metrics.
The institution's practices are in complete alignment with the national environment, which shows maximum security in this area. With a Z-score of -0.268, nearly identical to the country's -0.220, the University demonstrates integrity synchrony and no concerning dependence on its own journals for publication. This reflects a strong commitment to independent, external peer review and global visibility, effectively eliminating any potential conflicts of interest or risks of academic endogamy where production might bypass standard competitive validation.
The University shows a significantly higher exposure to redundant output than its national peers, with a Z-score of 1.265 compared to the country's near-zero score of 0.027. This medium-risk signal reflects a systemic pattern, but one to which the institution is more sensitive. This value alerts to the potential practice of 'salami slicing'—dividing a coherent study into minimal publishable units to artificially inflate productivity. This practice can distort the available scientific evidence and overburdens the review system, suggesting this is an area that warrants review to ensure research contributions prioritize significant new knowledge over volume.