Student Mobility Data
How often students change schools and the academic impact of each transfer -- high-mobility students lose 3-6 months of learning per move, and intervention AI needs to identify them.
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Find Me This Data →Overview
What Is Student Mobility Data?
Student mobility data tracks how often students change schools and the academic consequences of those transitions. It encompasses K-12 and higher education contexts, measuring transfers for reasons other than standard grade promotion. Student mobility data is essential for understanding enrollment patterns, predicting learning loss, and identifying at-risk populations who require intervention. The data includes school-to-school movement patterns, timing of transfers, and institutional records needed to maintain service continuity and accurate state reporting.
Market Data
USD 919.30B (2025) → USD 2,117.61B (2032)
Higher Education Market Growth (Includes Mobility)
Source: Maximize Market Research
23% of graduates; 12% of VET learners
EU Higher Education Mobility Target by 2030
Source: ResearchGate (European Commission)
12.66%
Higher Education Market CAGR
Source: Maximize Market Research
Who Uses This Data
What AI models do with it.do with it.
State & Local Education Agencies
Monitor student transitions, track outcomes, support continuity of services, and inform policy based on mobility patterns across districts and regions.
K-12 Schools & Districts
Identify high-mobility students, streamline record transfers, ensure accurate enrollment reporting, and allocate intervention resources to at-risk populations.
Researchers & Policy Makers
Analyze human mobility behavior, study learning loss correlations, evaluate intervention effectiveness, and design evidence-based policies for disadvantaged groups.
Higher Education Institutions
Track international student movement, understand enrollment trends, plan institutional capacity, and support global collaboration aligned with EU mobility targets.
What Can You Earn?
What it's worth.worth.
State & Local Agency Licenses
Varies
Bulk institutional subscriptions for district-wide mobility tracking and reporting; pricing depends on student population size and reporting frequency.
Research & Academic Access
Varies
Grant-funded or institutional subscriptions for researchers; proprietary data holders (StudyPortals, i-Graduate, DreamApply) offer customized access.
International Mobility Data Services
Varies
Proprietary market-driven insights from firms like StudyPortals and i-Graduate; pricing reflects frequency of updates and customization level.
What Buyers Expect
What makes it valuable.valuable.
Standardized Definitions & Comparability
Consistent definitions of 'student,' 'mobility,' 'year,' and transfer reasons across datasets; harmonized collection methods to enable cross-school and cross-region analysis.
Data Completeness & Timeliness
Minimal data gaps, frequent updates (at least annual), and complete records spanning multiple cohorts to track long-term mobility patterns and outcomes.
GDPR & Privacy Compliance
Secure handling of confidential student records; decentralized data sharing with institutional sovereignty; compliance with regulations governing educational data.
Linked Academic Outcomes
Datasets that connect mobility events to achievement metrics, attendance, and learning loss indicators; allows evidence-based identification of intervention targets.
Companies Active Here
Who's buying.buying.
Published Forum Guide to Student Mobility Data; provides best practices, definitions, and frameworks for state and local education agencies to measure and use K-12 mobility data.
Proprietary data providers offering market-driven insights on prospective mobile students and graduates; frequent updates and targeted customization for higher education institutions.
Drives international mobility initiatives and data standardization; establishes EU mobility targets (23% of graduates by 2030) and coordinates fragmented data systems.
Transforms fragmented student mobility datasets into unified format with privacy protections; enables visualization and analysis of movement patterns across institutions.
FAQ
Common questions.questions.
What academic impact does student mobility have?
The subtype description indicates that high-mobility students lose 3-6 months of learning per move. The NCES Forum Guide emphasizes that education agencies use mobility data to track outcomes and better support students who change schools, highlighting the need for evidence-based intervention.
How is student mobility defined in research and policy?
According to the NCES, student mobility is defined as a student changing schools for reasons other than grade promotion. However, definitions vary globally—international mobility data may define 'foreign student' by nationality, residence, or prior qualification, and 'year' by academic or financial year.
What are the main data sources and challenges?
Sources include national education agencies, proprietary firms (StudyPortals, i-Graduate, DreamApply), and the European Commission. Key challenges are limited comparability due to differing definitions and methodologies, data gaps (especially in less developed regions), and fragmented institutional systems that lack real-time integration.
How can I access and use student mobility data?
Access varies by audience: K-12 agencies use NCES frameworks and state-level datasets; researchers access proprietary or institutional platforms (e.g., Mobility Project); international stakeholders may use EU data spaces and Erasmus+ programs. All access requires GDPR compliance and institutional data governance.
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