| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.451 | 0.042 |
|
Retracted Output
|
0.023 | 0.801 |
|
Institutional Self-Citation
|
-0.306 | 0.609 |
|
Discontinued Journals Output
|
0.036 | 1.173 |
|
Hyperauthored Output
|
-0.672 | -0.773 |
|
Leadership Impact Gap
|
0.595 | 0.078 |
|
Hyperprolific Authors
|
-1.004 | -0.558 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.605 | 0.250 |
The Facultad Latinoamericana de Ciencias Sociales (FLACSO) presents a profile of robust internal integrity contrasted with specific strategic vulnerabilities, reflected in its overall risk score of -0.018. The institution demonstrates exceptional control over research practices, with very low risk in areas such as hyperprolific authorship, use of institutional journals, and redundant publications. These strengths suggest a culture that prioritizes quality and external validation over mere productivity metrics. However, areas of medium risk, particularly a high rate of multiple affiliations and a significant gap between its overall impact and the impact of research it leads, point to a potential dependency on external collaborations for prestige. This dynamic is notable given FLACSO's strong regional standing, evidenced by its SCImago Institutions Rankings as a top-tier institution in the Multinational context for Arts and Humanities (#2), Economics, Econometrics and Finance (#4), and Social Sciences (#4). While its mission emphasizes collaboration for regional development, the identified risks could challenge its long-term goal of exercising genuine intellectual leadership. To fully align its operational reality with its mission of fostering endogenous scientific capacity in Latin America, FLACSO should leverage its solid foundation of scientific integrity to develop strategies that strengthen its role as a leader, not just a partner, in high-impact research.
The institution presents a Z-score of 1.451, which is significantly higher than the multinational average of 0.042. Although both the institution and its environment are categorized at a medium risk level, FLACSO shows a much greater propensity for this practice. This high exposure suggests that the institution is more prone to behaviors that can lead to integrity alerts. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this disproportionately high rate could signal strategic attempts to inflate institutional credit or engage in “affiliation shopping,” a practice that warrants a review of institutional affiliation policies to ensure they reflect genuine collaboration rather than metric optimization.
With a Z-score of 0.023, the institution demonstrates a considerably lower rate of retracted publications compared to the multinational average of 0.801. This indicates a differentiated and more effective management of research quality within an environment where retractions are a moderate concern. Retractions are complex events, but a rate significantly lower than the peer average suggests that FLACSO's quality control mechanisms prior to publication are functioning more robustly than those elsewhere. This performance points to a strong institutional integrity culture and effective methodological supervision, successfully moderating a risk that is more prevalent in its operational context.
The institution's Z-score of -0.306 places it in a low-risk category, contrasting sharply with the multinational average of 0.609, which falls into a medium-risk level. This demonstrates significant institutional resilience, as control mechanisms appear to be successfully mitigating systemic risks present in the wider environment. A certain level of self-citation is natural, but FLACSO’s low rate indicates it effectively avoids the 'echo chambers' and scientific isolation that can arise from excessive self-validation. This suggests the institution's academic influence is healthily dependent on global community recognition rather than being inflated by endogamous internal dynamics.
The institution shows a Z-score of 0.036, markedly lower than the multinational average of 1.173, even though both fall within the medium-risk category. This suggests a differentiated management approach, where the institution effectively moderates a risk that is common in its environment. A high proportion of output in such journals can be a critical alert regarding due diligence, but FLACSO's lower score indicates that its researchers exercise greater care in selecting dissemination channels. This proactive stance helps protect the institution from the severe reputational risks associated with 'predatory' or low-quality publishing practices, which appear to be a more significant issue for its peers.
With a Z-score of -0.672, the institution's risk level is low and broadly similar to the multinational average of -0.773. However, the slightly higher score for the institution points to an incipient vulnerability that warrants observation. In fields like the social sciences, where extensive author lists are not the norm, even a minor elevation can be a signal. This suggests a need to review authorship practices to ensure they remain transparent and accountable, distinguishing clearly between necessary collaboration and any potential drift towards 'honorary' or political authorship, thereby preventing the issue from escalating.
The institution exhibits a Z-score of 0.595, which is substantially higher than the multinational average of 0.078. This indicates a high exposure to this particular risk, suggesting that the institution is more prone to this alert than its peers. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This result suggests that FLACSO's scientific prestige may be heavily dependent and exogenous, stemming from its role in collaborations where it does not exercise intellectual leadership. This invites a strategic reflection on whether its excellence metrics are the result of genuine internal capacity or a reliance on external partners.
The institution's Z-score of -1.004 reflects a very low risk, which is even more secure than the low-risk multinational average of -0.558. This demonstrates a low-profile consistency, where the complete absence of risk signals at the institutional level aligns with and improves upon the national standard. This excellent result indicates a healthy balance between quantity and quality, suggesting that the institutional culture values meaningful intellectual contribution over the pursuit of extreme publication volumes. This effectively mitigates risks such as coercive authorship or the assignment of authorship without real participation.
The institution's Z-score of -0.268 is identical to the multinational average, placing both in a state of integrity synchrony within a very low-risk environment. This total alignment indicates that the institution operates with maximum scientific security in this area. This practice is commendable, as it shows that scientific production is not dependent on in-house journals, which can carry a conflict of interest. By primarily seeking publication in external, independent channels, the institution ensures its research undergoes standard competitive validation, avoiding academic endogamy and enhancing its global visibility.
With a Z-score of -0.605, the institution operates at a very low-risk level, in stark contrast to the multinational average of 0.250, which is in the medium-risk category. This demonstrates a state of preventive isolation, where the institution does not replicate the problematic risk dynamics observed in its environment. A high rate of redundant output often indicates 'salami slicing'—the practice of fragmenting a study to inflate productivity. FLACSO's excellent performance in this area shows a strong commitment to publishing coherent, significant new knowledge, thereby upholding the integrity of the scientific record and prioritizing substance over volume.
