| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.042 | -0.514 |
|
Retracted Output
|
-0.108 | -0.126 |
|
Institutional Self-Citation
|
-1.057 | -0.566 |
|
Discontinued Journals Output
|
-0.326 | -0.415 |
|
Hyperauthored Output
|
-0.484 | 0.594 |
|
Leadership Impact Gap
|
0.487 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-1.186 | 0.027 |
Butler University demonstrates a commendable overall scientific integrity profile, with a global risk score of -0.482 that indicates robust governance and a culture of responsible research. The institution exhibits exceptional strengths in multiple key areas, registering very low risk levels for the Rate of Redundant Output, Hyperprolific Authors, Institutional Self-Citation, and Multiple Affiliations, consistently outperforming national benchmarks. The only area requiring strategic attention is the Gap between the impact of total output and the impact of output with leadership, which presents a medium risk. Thematically, SCImago Institutions Rankings data highlights the university's notable contributions in areas such as Pharmacology, Toxicology and Pharmaceutics; Business, Management and Accounting; and Arts and Humanities. This strong integrity framework directly supports the university's mission to provide the "highest quality of liberal and professional education" within a "stimulating intellectual community." The low-risk profile affirms a commitment to quality and inquiry, although the identified dependency on external leadership for impact could be addressed to more fully realize a self-sustaining intellectual ecosystem. By leveraging its clear integrity strengths and focusing on fostering internal research leadership, Butler University is well-positioned to enhance its academic prestige and mission fulfillment.
With an institutional Z-score of -1.042 compared to the national score of -0.514, Butler University exhibits a very low-risk profile that aligns consistently with the national standard. This absence of risk signals indicates a transparent and well-managed affiliation policy. While multiple affiliations can be legitimate, the university's excellent performance suggests it effectively avoids strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby maintaining clear and honest academic attribution.
The institution's Z-score of -0.108 is statistically normal and almost identical to the national average of -0.126. This alignment suggests that the university's quality control and post-publication supervision mechanisms are functioning as expected within its context. The low rate does not indicate systemic failures but rather reflects a healthy and responsible scientific correction process, where unintentional errors are addressed appropriately without pointing to broader vulnerabilities in its integrity culture.
Butler University demonstrates a strong commitment to external validation, with a very low Z-score of -1.057 that is significantly better than the national low-risk score of -0.566. This performance indicates that the institution is well-integrated into the global scientific community and avoids the "echo chambers" that can result from excessive self-citation. The data suggests that the university's academic influence is built on broad recognition from external peers rather than being inflated by endogamous or internal dynamics.
A slight divergence is noted in this area, where the institution's low-risk Z-score of -0.326 contrasts with the country's very low-risk score of -0.415. This indicates that the university shows minor signals of risk activity that are largely absent in the national environment. While not a critical alert, this finding suggests an opportunity to enhance due diligence in the selection of publication venues, ensuring that institutional resources are not channeled into media that fail to meet international quality standards, thereby mitigating potential reputational risks.
The university showcases institutional resilience by maintaining a low-risk profile (Z-score: -0.484) in an area where the nation exhibits a medium-risk trend (Z-score: 0.594). This suggests that the institution's internal governance acts as an effective filter against systemic pressures that can lead to author list inflation. By resisting such practices, the university promotes individual accountability and transparency, distinguishing its collaborative work from questionable "honorary" authorship.
This indicator presents an area for strategic review, as the institution's medium-risk Z-score of 0.487 reveals a higher exposure to this vulnerability compared to the national average of 0.284. The significant positive gap suggests that while the university's overall impact is strong, its scientific prestige may be overly dependent on collaborations where it does not exercise intellectual leadership. This signals a potential sustainability risk, inviting reflection on how to strengthen internal research capacity to ensure that its high impact is structural and self-generated.
With an exceptionally low Z-score of -1.413, Butler University demonstrates a complete absence of risks associated with hyperprolific authorship, performing markedly better than the low-risk national standard (Z-score: -0.275). This result points to a healthy institutional culture that prioritizes quality and meaningful intellectual contribution over sheer publication volume. It suggests the university successfully avoids dynamics such as coercive authorship or metric-driven pressures that can compromise the integrity of the scientific record.
The institution's Z-score of -0.268 is in near-perfect synchrony with the national score of -0.220, reflecting a shared environment of maximum scientific security in this regard. This alignment demonstrates a strong commitment to using independent, external peer review for validating its research. By avoiding excessive dependence on in-house journals, the university mitigates conflicts of interest and academic endogamy, ensuring its scientific production achieves global visibility through standard competitive channels.
Butler University effectively achieves preventive isolation from a risk that is present at the national level. While the country shows a medium risk for this practice (Z-score: 0.027), the institution's very low Z-score of -1.186 indicates a robust culture that discourages data fragmentation. This suggests that its research practices are focused on producing coherent, significant contributions to knowledge rather than artificially inflating productivity metrics by dividing studies into "minimal publishable units."