| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.111 | -0.514 |
|
Retracted Output
|
-0.343 | -0.126 |
|
Institutional Self-Citation
|
-0.773 | -0.566 |
|
Discontinued Journals Output
|
-0.461 | -0.415 |
|
Hyperauthored Output
|
0.213 | 0.594 |
|
Leadership Impact Gap
|
2.368 | 0.284 |
|
Hyperprolific Authors
|
-0.937 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.160 | 0.027 |
Ohio University demonstrates a robust foundation of scientific integrity, with an overall risk score of -0.244 indicating a profile that is healthier than the global average. The institution exhibits exceptional strength in areas of operational diligence, showing virtually no risk signals related to publishing in discontinued journals, reliance on institutional journals, or the presence of hyperprolific authors. These strengths are complemented by a prudent management of retractions and self-citation, which are below the national average. However, two areas warrant strategic attention: a moderate rate of hyper-authored output and, most significantly, a notable gap between the impact of its total research output and the impact of research where it holds intellectual leadership. According to SCImago Institutions Rankings data, the university's academic strengths are particularly prominent in Energy, Psychology, Arts and Humanities, and Social Sciences. The institution's mission to "advance knowledge across many disciplines" through its "outstanding faculty" is well-supported by its overall low-risk profile. Yet, the identified dependency on external leadership for impact could challenge this vision of fostering internal excellence. To fully align with its mission, Ohio University is encouraged to leverage its strong integrity culture to develop strategies that empower its faculty, cultivate intellectual leadership in collaborative projects, and ensure its recognized impact is a direct reflection of its own structural capacity.
The institution presents a Z-score of -0.111, a low-risk value that is nonetheless slightly elevated compared to the national average of -0.514. This subtle divergence suggests an incipient vulnerability, indicating that while the university's activity is well within normal parameters, it shows a greater tendency toward multiple affiliations than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor elevation warrants proactive monitoring to ensure that these collaborations are consistently driven by substantive scientific partnerships rather than strategic attempts to inflate institutional credit through "affiliation shopping."
With a Z-score of -0.343, the university demonstrates a more favorable position than the national average of -0.126. This prudent profile suggests that the institution's quality control processes are managed with greater rigor than the national standard. Retractions can be complex events, and a lower-than-average rate points toward effective pre-publication review mechanisms that successfully mitigate systemic errors or potential malpractice. This performance indicates a strong institutional culture of integrity and methodological rigor, reducing the likelihood of vulnerabilities that could lead to post-publication corrections.
The university's Z-score of -0.773 is significantly lower than the national average of -0.566, reflecting a prudent and externally-oriented research profile. This indicates that the institution manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, but this low rate demonstrates a healthy integration with the global scientific community, effectively avoiding the risk of creating scientific 'echo chambers.' This ensures the institution's academic influence is validated by broad external scrutiny rather than being inflated by internal dynamics.
Ohio University's Z-score of -0.461 is in near-perfect alignment with the national average of -0.415, with both values indicating a virtually nonexistent risk. This integrity synchrony reflects a shared environment of maximum scientific security in selecting publication venues. The data confirms a strong institutional commitment to due diligence, effectively channeling its scientific production through media that meet international ethical and quality standards. This practice safeguards the university from the severe reputational risks and wasted resources associated with 'predatory' or low-quality publishing.
The institution's Z-score of 0.213, while indicating a moderate risk signal, is considerably lower than the national average of 0.594. This demonstrates a differentiated management approach, where the university successfully moderates a risk that appears more common across the country. Although extensive author lists are present, the institution appears more discerning in its practices. This suggests a greater ability to distinguish between necessary massive collaboration in 'Big Science' contexts and potential author list inflation, thereby better preserving individual accountability and transparency in authorship.
The university exhibits a Z-score of 2.368 in this indicator, a figure that signals high exposure and is substantially greater than the national average of 0.284. This value suggests that the institution is more prone to this specific risk than its peers, indicating that a significant portion of its overall scientific prestige may be dependent on collaborations where it does not exercise intellectual leadership. This reliance on exogenous impact poses a potential sustainability risk, inviting a strategic reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in partnerships led by others.
With a Z-score of -0.937, the university shows an almost complete absence of risk signals, a result that is even more robust than the low-risk national average of -0.275. This low-profile consistency underscores a healthy institutional environment that prioritizes research quality over sheer volume. The data suggests that the university's culture effectively discourages practices that can arise from extreme productivity pressures, such as coercive authorship or 'salami slicing,' thereby protecting the integrity of its scientific record and ensuring that authorship is tied to meaningful intellectual contribution.
The institution's Z-score of -0.268 is in close alignment with the national average of -0.220, demonstrating integrity synchrony within a secure national environment. This indicates a negligible dependence on in-house journals for scholarly dissemination, reflecting a strong institutional preference for independent, external peer review. By avoiding the potential conflicts of interest and academic endogamy that can arise from excessive internal publishing, the university ensures its research is validated through standard competitive channels, enhancing its global visibility and credibility.
Ohio University shows a Z-score of -0.160, positioning it in a low-risk category, in contrast to the national average of 0.027, which signals a medium-level risk. This demonstrates clear institutional resilience, as internal control mechanisms appear to successfully mitigate a systemic risk that is more prevalent in the country. This suggests that the university's academic culture effectively discourages the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, thereby upholding the integrity of the scientific evidence base and prioritizing the generation of significant new knowledge.