| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.387 | -0.073 |
|
Retracted Output
|
2.521 | -0.152 |
|
Institutional Self-Citation
|
-0.328 | -0.387 |
|
Discontinued Journals Output
|
-0.477 | -0.445 |
|
Hyperauthored Output
|
1.049 | 0.135 |
|
Leadership Impact Gap
|
0.485 | 0.306 |
|
Hyperprolific Authors
|
-1.413 | -0.151 |
|
Institutional Journal Output
|
-0.268 | -0.227 |
|
Redundant Output
|
-0.508 | -0.003 |
The University of Winnipeg demonstrates a generally positive scientific integrity profile, with an overall score of 0.489, indicating a performance that is commendably below the global average for risk signals. The institution's primary strengths lie in its exceptionally low rates of output in discontinued journals, hyperprolific authorship, and redundant publications, showcasing robust internal governance and a commitment to quality over quantity. However, this solid foundation is contrasted by a critical alert regarding the Rate of Retracted Output, which is a severe outlier compared to the national standard. Additionally, moderate risks in hyper-authorship and a dependency on external collaborations for impact warrant strategic attention. These findings are particularly relevant given the University's strong national standing in key thematic areas, including Earth and Planetary Sciences, Arts and Humanities, and Environmental Science, as per SCImago Institutions Rankings data. The institution's mission, "To create a long-term income stream to meet the Vision," is directly threatened by integrity vulnerabilities; a high rate of retractions can erode reputational capital, discouraging funders and partners, thereby undermining financial sustainability. Achieving excellence and fulfilling a social vision is impossible without an unimpeachable foundation of scientific integrity. It is therefore recommended that the University leverage its clear operational strengths to conduct a targeted review of its pre-publication quality control mechanisms, ensuring that its practices fully align with its strategic ambitions.
The University of Winnipeg shows a Z-score of -0.387, which is notably lower than the Canadian national average of -0.073. This result suggests a prudent and well-managed approach to academic collaborations. The institution demonstrates more rigor than the national standard in how affiliations are reported, effectively minimizing ambiguity. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled, low-profile approach ensures that the university's institutional credit is clearly and accurately represented, avoiding any perception of strategic inflation or “affiliation shopping.”
There is a severe discrepancy in this indicator, with the institution registering a Z-score of 2.521 against a low national average of -0.152. This atypical level of risk activity requires a deep and urgent integrity assessment. Retractions are complex events, but a rate significantly higher than the global average, especially in a country with a low incidence, alerts to a critical vulnerability in the institution's integrity culture. This Z-score suggests that quality control mechanisms prior to publication may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect the university's reputation.
With a Z-score of -0.328, the institution's rate of self-citation is slightly higher than the national average of -0.387, though both remain in a low-risk category. This minor deviation points to an incipient vulnerability that warrants review before it escalates. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this signal suggests the institution should proactively ensure it is not fostering 'echo chambers' where work is validated without sufficient external scrutiny. Monitoring this trend is key to preventing the risk of endogamous impact inflation, ensuring that academic influence is driven by global community recognition, not just internal dynamics.
The University of Winnipeg demonstrates perfect alignment with its national context, with a Z-score of -0.477 that is statistically equivalent to the Canadian average of -0.445. This integrity synchrony reflects a shared environment of maximum scientific security. The institution's performance indicates that its researchers exercise excellent due diligence in selecting dissemination channels. This effectively eliminates the reputational and resource-wastage risks associated with 'predatory' or low-quality practices, confirming that its scientific production is consistently channeled through media that meet international ethical and quality standards.
The institution exhibits a Z-score of 1.049, indicating a higher exposure to this risk compared to the national average of 0.135. This suggests the university is more prone than its peers to publishing works with extensive author lists. While common in 'Big Science' disciplines, a high Z-score outside these contexts can signal author list inflation, which dilutes individual accountability. This serves as an important signal for the institution to review its authorship practices and ensure they reflect genuine collaboration rather than 'honorary' or political attributions, thereby maintaining transparency and responsibility in its research.
The University's Z-score of 0.485 is notably higher than the national average of 0.306, indicating a greater dependency on external partners for its citation impact. This high exposure to what can be considered an exogenous prestige model presents a potential sustainability risk. A wide positive gap, where overall impact is high but the impact of institution-led research is comparatively low, suggests that scientific prestige may not be fully structural. This invites a strategic reflection on whether the university's excellence metrics result from its own internal capacity or from its positioning in collaborations where it does not exercise primary intellectual leadership.
The institution presents a Z-score of -1.413, a signal of exceptionally low risk that is even more robust than the already low Canadian average of -0.151. This demonstrates a low-profile consistency and an excellent balance between productivity and quality. The complete absence of risk signals in this area confirms that the university's environment does not foster practices like coercive authorship or authorship assignment without real participation. This strong performance indicates a culture that prioritizes the integrity of the scientific record and meaningful intellectual contribution over the simple inflation of publication metrics.
With a Z-score of -0.268, the university's rate of publication in its own journals is statistically identical to the Canadian average of -0.227. This reflects a total alignment with a national environment of maximum scientific security. This performance is a positive indicator that the institution avoids potential conflicts of interest and academic endogamy. By not depending on in-house journals, the university ensures its scientific production undergoes independent external peer review, which enhances its global visibility and confirms that its researchers compete for publication on standard, competitive terms rather than using internal 'fast tracks'.
The University of Winnipeg's Z-score of -0.508 is exceptionally low, positioning it favorably against the national average of -0.003. This low-profile consistency shows that the absence of risk signals at the institution is even more pronounced than the national standard. This strong result indicates a commendable focus on substantive research contributions over artificial productivity inflation. It suggests that the practice of dividing a coherent study into minimal publishable units, or 'salami slicing,' is not a feature of the university's research culture, which prioritizes the generation of significant new knowledge over volume.
