| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.406 | -0.927 |
|
Retracted Output
|
2.409 | 0.279 |
|
Institutional Self-Citation
|
-0.602 | 0.520 |
|
Discontinued Journals Output
|
-0.244 | 1.099 |
|
Hyperauthored Output
|
-0.460 | -1.024 |
|
Leadership Impact Gap
|
3.646 | -0.292 |
|
Hyperprolific Authors
|
0.307 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.766 | 0.720 |
The International Institute for Population Sciences presents a dual profile in scientific integrity, with an overall score of 0.628 reflecting both significant strengths in governance and critical areas requiring strategic intervention. The institution demonstrates exceptional control over practices such as redundant output, institutional self-citation, and publishing in discontinued journals, outperforming national averages and indicating robust internal policies. However, this is contrasted by significant alerts in the Rate of Retracted Output and a substantial Gap in Leadership Impact, which pose a direct challenge to its mission "to be a centre of excellence on all population and relevant issues through high quality education, teaching, and research." While the Institute holds commendable national rankings in areas like Arts and Humanities (Top 15), Psychology (Top 50), and Medicine (Top 80) according to SCImago Institutions Rankings data, the identified risks suggest that its reputation for "high quality research" may be vulnerable. To fully align its operational reality with its aspirational mission, the Institute should leverage its proven strengths in process management to develop targeted strategies that mitigate its key vulnerabilities, thereby ensuring its research excellence is both impactful and structurally sound.
The institution exhibits an exceptionally low risk profile with a Z-score of -1.406, which is even more favorable than the already low national average of -0.927. This result signifies a total operational silence regarding this indicator, with an absence of risk signals that is even more pronounced than the national standard. This demonstrates a clear and unambiguous affiliation policy, effectively eliminating any suggestion of strategic "affiliation shopping" or attempts to artificially inflate institutional credit through ambiguous co-authorships.
A critical alert is noted in this area, with the institution's Z-score of 2.409 reaching a significant risk level, starkly contrasting with the country's medium-risk score of 0.279. This pattern suggests that the institution is amplifying a vulnerability already present in the national system. A rate this far above the norm indicates that quality control mechanisms prior to publication may be failing systemically. This is a serious concern, as it points to a potential vulnerability in the institution's integrity culture, suggesting possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The institution demonstrates notable resilience, with a low-risk Z-score of -0.602, in contrast to the country's medium-risk average of 0.520. This indicates that effective institutional control mechanisms are successfully mitigating a systemic risk prevalent in the national environment. By maintaining a low rate of self-citation, the institution avoids the creation of scientific "echo chambers" and the risk of endogamous impact inflation, ensuring its academic influence is validated by the global community rather than being oversized by internal dynamics.
The institution shows strong performance with a low-risk Z-score of -0.244, which is significantly better than the national average of 1.099 (medium risk). This demonstrates institutional resilience, as its control mechanisms appear to effectively mitigate the country's systemic risks in this area. This prudent approach to journal selection indicates that the institution exercises strong due diligence in choosing its dissemination channels, successfully avoiding predatory or low-quality media and protecting its research from severe reputational risks.
With a Z-score of -0.460, the institution maintains a low-risk profile, similar to the national average of -1.024. However, the institution's score is slightly higher than the country's, pointing to an incipient vulnerability that warrants monitoring. While the current level is not alarming, this subtle upward deviation suggests that authorship practices should be reviewed to ensure they continue to reflect genuine, necessary collaboration and do not begin to trend towards "honorary" or political authorship, which can dilute individual accountability and transparency.
This indicator presents a severe discrepancy, with the institution's Z-score of 3.646 at a significant risk level, a stark outlier compared to the country's low-risk average of -0.292. This atypical result requires a deep strategic assessment. The wide positive gap suggests that the institution's scientific prestige is heavily dependent on external partners and may not be structural. This raises a critical sustainability risk, prompting reflection on whether its high-impact metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise intellectual leadership.
The institution registers a Z-score of 0.307, placing it at a medium risk level, which represents a moderate deviation from the low-risk national standard of -0.067. This suggests the institution has a greater sensitivity to this risk factor than its national peers. This alert points to potential imbalances between quantity and quality, signaling risks such as coercive authorship, data fragmentation, or the assignment of authorship without meaningful participation—dynamics that prioritize metric inflation over the integrity of the scientific record.
The institution's Z-score of -0.268 is in near-perfect alignment with the country's average of -0.250, with both at a very low risk level. This integrity synchrony demonstrates a shared commitment to avoiding academic endogamy. By not relying on its own journals for publication, the institution ensures its scientific production undergoes independent external peer review, thereby avoiding conflicts of interest and enhancing the global visibility and competitive validation of its research.
The institution demonstrates a commendable preventive isolation from national trends, with a very low-risk Z-score of -0.766, in sharp contrast to the country's medium-risk score of 0.720. This indicates the institution does not replicate the risk dynamics observed in its environment. The data strongly suggests a research culture that prioritizes the generation of significant new knowledge over the artificial inflation of productivity through "salami slicing," a practice that distorts scientific evidence and overburdens the review system.
