| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.218 | -0.073 |
|
Retracted Output
|
-0.409 | -0.152 |
|
Institutional Self-Citation
|
-0.390 | -0.387 |
|
Discontinued Journals Output
|
-0.331 | -0.445 |
|
Hyperauthored Output
|
0.454 | 0.135 |
|
Leadership Impact Gap
|
0.913 | 0.306 |
|
Hyperprolific Authors
|
-0.217 | -0.151 |
|
Institutional Journal Output
|
-0.268 | -0.227 |
|
Redundant Output
|
0.041 | -0.003 |
The University of Manitoba demonstrates a robust overall scientific integrity profile, reflected in a global risk score of -0.208. This indicates a general alignment with best practices and a low prevalence of systemic vulnerabilities. Key institutional strengths are evident in its exceptionally low rates of retracted output and publication in institutional journals, signaling strong pre-publication quality controls and a commitment to external validation. However, areas requiring strategic attention include a medium-risk exposure to hyper-authorship, a significant dependency on external collaborations for research impact, and a moderate tendency towards redundant publications. These factors, while not critical, could in the long term undermine the university's reputation for excellence. According to SCImago Institutions Rankings data, the university holds prominent national positions in key thematic areas such as Dentistry (ranked 6th in Canada), Agricultural and Biological Sciences (7th), and Pharmacology, Toxicology and Pharmaceutics (9th). To protect and enhance this leadership, it is crucial to address the identified integrity risks, as practices that prioritize metrics over substance can contradict the core values of academic excellence and social responsibility inherent to any leading HEI's mission. This report should serve as a strategic tool to refine internal policies, reinforce the institution's strong integrity foundation, and ensure its research capacity remains both impactful and sustainable.
The institution presents a Z-score of -0.218, which is more favorable than the national average of -0.073. This prudent profile suggests that the university manages its affiliation processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's lower-than-average rate indicates a well-controlled environment that effectively mitigates the risk of strategic "affiliation shopping" designed to artificially inflate institutional credit.
With a Z-score of -0.409, the institution displays a near-total absence of risk signals, performing significantly better than the already low-risk national average of -0.152. This low-profile consistency demonstrates that the university's quality control mechanisms are exceptionally robust. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, this extremely low rate strongly suggests that systemic failures in pre-publication review are not a concern, reflecting a deeply embedded culture of integrity and methodological rigor.
The institution's Z-score of -0.390 is statistically identical to the Canadian average of -0.387. This alignment points to a state of normality, where the level of institutional self-citation is precisely what is expected for its context and size. A certain degree of self-citation is natural and reflects the continuity of established research lines. The university's score indicates a healthy balance, successfully avoiding the "echo chambers" or endogamous impact inflation that can arise from excessive self-validation, ensuring its work is subject to sufficient external scrutiny.
The institution's Z-score is -0.331, compared to a national average of -0.445. Although both scores fall within a very low-risk band, the university shows a faint, residual signal in an otherwise inert environment. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels. While the current level is minimal and poses no immediate threat, this minor statistical noise serves as a reminder of the importance of maintaining high standards of information literacy to prevent any future reputational risk associated with predatory or low-quality publishing practices.
The university exhibits a Z-score of 0.454, notably higher than the national average of 0.135, placing it in a position of high exposure to this particular risk. While extensive author lists are legitimate in "Big Science" disciplines, an elevated rate outside these contexts can indicate author list inflation, which dilutes individual accountability. This heightened signal suggests the institution is more prone than its national peers to practices like "honorary" or political authorship, warranting a closer examination to ensure that authorship credit is transparent and genuinely earned.
With a Z-score of 0.913, the institution shows a significantly wider impact gap than the Canadian average of 0.306. This high exposure suggests that the university is more prone to relying on external partners for its high-impact research. A large positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential sustainability risk. It suggests that the institution's scientific prestige may be more dependent and exogenous than structural, inviting a strategic reflection on how to build greater internal capacity for intellectual leadership.
The institution's Z-score of -0.217 is lower than the national average of -0.151, indicating a prudent profile in this area. This suggests that the university's research environment manages productivity expectations with more rigor than the national standard. While high productivity can reflect leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The university's controlled rate effectively mitigates risks such as coercive authorship or the assignment of credit without real participation, fostering a healthy balance between quantity and quality.
The institution's Z-score of -0.268 reflects a near-total operational silence on this indicator, performing even better than the very low national average of -0.227. This demonstrates an exemplary commitment to independent, external peer review. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy. The university's negligible rate of publication in its own journals confirms that it avoids using internal channels as potential "fast tracks," thereby ensuring its research undergoes standard competitive validation and maximizes its global visibility.
The institution presents a Z-score of 0.041, a moderate deviation from the national average of -0.003, which sits in the low-risk category. This difference indicates that the university shows a greater sensitivity to risk factors associated with publication fragmentation than its national peers. A high value in this indicator alerts to the practice of dividing a coherent study into "minimal publishable units" to artificially inflate productivity. This tendency, even if moderate, warrants review as it can distort the scientific evidence base and overburden the peer-review system by prioritizing volume over significant new knowledge.
