University of Jyväskylä

The future of high-dose, high-intensity neurorehabilitation: Consensus-based core recommendations from the fourth Stroke Recovery and Rehabilitation Roundtable

Objective: Convergent evidence indicates that high-dose, high-intensity rehabilitation (HDHI) improves outcomes beyond usual care after stroke, yet implementation remains limited. While questions of optimal dose, timing, and delivery format continue to be refined, the biological...

Complementary strengths of the Neyman-Rubin and graphical causal frameworks

This article contributes to the discussion on the relationship between the Neyman-Rubin and the graphical frameworks for causal inference. We present specific examples of data-generating mechanisms — such as those involving undirected or deterministic relationships and cycles — w...

Using the Stressor-System-Resilience Resources-Outcomes (SSRO) scaffold to clarify the core components of resilience research in medicine

Abstract Modern medicine increasingly extends beyond treating disease to supporting individuals through recovery, adaptation, and long-term functioning, all central to the concept of resilience. Despite growing interest, resilience remains conceptually difficult to structure and...

Critical Pedagogy of Multicultural Incorporation

Abstract This article brings cultural sociology, civil sphere theory, and critical theory into dialogue to examine the empirical-cum-political stakes of education in multicultural societies. Using a mixed-methods approach, it analyzes school cultures in Finland, Scotland, and Swe...

Bridging local decisions and regional forest strategies under climate risks: a flexibility-based optimization framework

<title>Abstract</title> Context: While the management of forests at a regional level takes into account different forest types and management objectives, the potential effects of projected climate impacts at a sub-regional scale remain largely unexplored. Aims: To better support...

Meeting quality and employee well-being: determinants of meeting satisfaction, engagement and strain

Purpose Workplace meetings are integral to collaboration and performance in organizations, and the quality of these meetings significantly affects meeting satisfaction and attendees’ well-being. Although meeting research has identified key quality factors – such as design, time m...

Sequential patterns of challenges and socially shared regulation of learning: a comparison of pre-service and in-service teachers’ collaborative learning

Abstract Socially shared regulation of learning (SSRL) can promote high-level collaborative learning. However, the sequential interplay between sociocognitive, socioemotional and motivational group-level challenges and SSRL strategies remains unclear, particularly in comparative...

Myopia prevalence in Finland doubled from 1930s to 1950s birth cohorts and is linked to educational attainment

PURPOSE: The purpose of this study is to investigate the prevalence of myopia and factors associated with the increase of myopia prevalence in Finland between two generations and discuss the reasons why myopia has not increased similarly as in many Asian countries. METHODS: A que...