Pablo M. Flores
@pablomflores.phd
PhD @ucdavis.bsky.social | Computational Social Science, Complexity, Networks, Emotions |
Para mí, amor en 48 compases 🎶 🇨🇱
Para mí, amor en 48 compases 🎶 🇨🇱
As geopolitical tensions rise and countries suggest caps on international students, these patterns will only accelerate. The competition for international talent is being reshaped in real time, and adaptability will define who can attract them.
🔗Open access: journals.sagepub.com/doi/10.1177/...
🔗Open access: journals.sagepub.com/doi/10.1177/...
Navigating Global Trends: A Longitudinal Network Analysis of International Student Mobility - Jeanette B. Ruiz, Pablo M. Flores, George A. Barnett, 2025
This paper analyzes the evolution of the international student mobility (ISM) network from 2000 to 2022 using UNESCO data for 214 countries and territories. It ...
journals.sagepub.com
January 6, 2026 at 9:34 PM
As geopolitical tensions rise and countries suggest caps on international students, these patterns will only accelerate. The competition for international talent is being reshaped in real time, and adaptability will define who can attract them.
🔗Open access: journals.sagepub.com/doi/10.1177/...
🔗Open access: journals.sagepub.com/doi/10.1177/...
- Global events leave fingerprints on mobility. The 2008 financial crisis, immigration policies, and COVID-19 each triggered structural shifts.
- The system is becoming multipolar. Emerging hubs in Asia, Latin America, and the Middle East are challenging the Western-centric model.
- The system is becoming multipolar. Emerging hubs in Asia, Latin America, and the Middle East are challenging the Western-centric model.
January 6, 2026 at 9:34 PM
- Global events leave fingerprints on mobility. The 2008 financial crisis, immigration policies, and COVID-19 each triggered structural shifts.
- The system is becoming multipolar. Emerging hubs in Asia, Latin America, and the Middle East are challenging the Western-centric model.
- The system is becoming multipolar. Emerging hubs in Asia, Latin America, and the Middle East are challenging the Western-centric model.
We found that:
- The network grew significantly denser, from 28% to 43% connectivity. Regional clusters expanded from six to eight, reflecting greater diversification of destinations.
- The network grew significantly denser, from 28% to 43% connectivity. Regional clusters expanded from six to eight, reflecting greater diversification of destinations.
January 6, 2026 at 9:34 PM
We found that:
- The network grew significantly denser, from 28% to 43% connectivity. Regional clusters expanded from six to eight, reflecting greater diversification of destinations.
- The network grew significantly denser, from 28% to 43% connectivity. Regional clusters expanded from six to eight, reflecting greater diversification of destinations.
🎓 New paper out with Jeanette B Ruiz and George Barnett in JSIE (@jsinted.bsky.social): Navigating Global Trends: A Longitudinal Network Analysis of International Student Mobility
We analyzed UNESCO data across 214 countries (2000-2022) to map how the global student mobility network has evolved
We analyzed UNESCO data across 214 countries (2000-2022) to map how the global student mobility network has evolved
January 6, 2026 at 9:34 PM
🎓 New paper out with Jeanette B Ruiz and George Barnett in JSIE (@jsinted.bsky.social): Navigating Global Trends: A Longitudinal Network Analysis of International Student Mobility
We analyzed UNESCO data across 214 countries (2000-2022) to map how the global student mobility network has evolved
We analyzed UNESCO data across 214 countries (2000-2022) to map how the global student mobility network has evolved
Reposted by Pablo M. Flores
Navigating global trends: a longitudinal network analysis of international student mobility
Jeanette B. Ruiz, @pablomflores.phd and George A. Barnett
Open access → doi.org/10.1177/1028...
#StudentMobility #InternationalStudents #IntlEd #NetworkAnalysis
Jeanette B. Ruiz, @pablomflores.phd and George A. Barnett
Open access → doi.org/10.1177/1028...
#StudentMobility #InternationalStudents #IntlEd #NetworkAnalysis
January 5, 2026 at 12:07 AM
Navigating global trends: a longitudinal network analysis of international student mobility
Jeanette B. Ruiz, @pablomflores.phd and George A. Barnett
Open access → doi.org/10.1177/1028...
#StudentMobility #InternationalStudents #IntlEd #NetworkAnalysis
Jeanette B. Ruiz, @pablomflores.phd and George A. Barnett
Open access → doi.org/10.1177/1028...
#StudentMobility #InternationalStudents #IntlEd #NetworkAnalysis
To be precise: from the partnership Lewis Hamilton has won 6 World Drivers' Championships (plus 1 robbed from him), and Mercedes secured 8 World Constructors' Championships.
From @theathletic.bsky.social: It is the most successful driver-team partnership in F1 history: 12 years, 84 race wins, 6 World Championships.
This weekend marks Lewis Hamilton’s final lap with Mercedes. nyti.ms/3B6Hthh
This weekend marks Lewis Hamilton’s final lap with Mercedes. nyti.ms/3B6Hthh
December 6, 2024 at 10:33 PM
To be precise: from the partnership Lewis Hamilton has won 6 World Drivers' Championships (plus 1 robbed from him), and Mercedes secured 8 World Constructors' Championships.
We also detected the existence of spirals of "bad" recommendations (down the rabbit hole). Yet, the likelihood of spirals of "good" recommendations is even larger than the bad ones.
If interested, you can take a look at the full paper available for open access.
#commsky #csssky #algorithmaudits
If interested, you can take a look at the full paper available for open access.
#commsky #csssky #algorithmaudits
January 16, 2024 at 10:28 PM
We also detected the existence of spirals of "bad" recommendations (down the rabbit hole). Yet, the likelihood of spirals of "good" recommendations is even larger than the bad ones.
If interested, you can take a look at the full paper available for open access.
#commsky #csssky #algorithmaudits
If interested, you can take a look at the full paper available for open access.
#commsky #csssky #algorithmaudits
After analyzing 151 algorithm audits from 33 studies, we found that roughly 8-10% of algorithmic recommendations are "bad" while about a quarter actively protect users from self-induced harms ("do good"). This average is consistent across audits irrespective of the platform or the kind of risk.
January 16, 2024 at 10:28 PM
After analyzing 151 algorithm audits from 33 studies, we found that roughly 8-10% of algorithmic recommendations are "bad" while about a quarter actively protect users from self-induced harms ("do good"). This average is consistent across audits irrespective of the platform or the kind of risk.
🚨New Publication🚨
Building on the ideas of risk-utility assessments, we conducted a meta-review to perform a wide-ranging evaluation of the frequency algorithms provide "good" and "bad" recommendations. https://www.sciencedirect.com/science/article/pii/S026840122300124X
Building on the ideas of risk-utility assessments, we conducted a meta-review to perform a wide-ranging evaluation of the frequency algorithms provide "good" and "bad" recommendations. https://www.sciencedirect.com/science/article/pii/S026840122300124X
January 16, 2024 at 10:28 PM
🚨New Publication🚨
Building on the ideas of risk-utility assessments, we conducted a meta-review to perform a wide-ranging evaluation of the frequency algorithms provide "good" and "bad" recommendations. https://www.sciencedirect.com/science/article/pii/S026840122300124X
Building on the ideas of risk-utility assessments, we conducted a meta-review to perform a wide-ranging evaluation of the frequency algorithms provide "good" and "bad" recommendations. https://www.sciencedirect.com/science/article/pii/S026840122300124X