Search results for "Longitudinal data"

Opportunity- and Necessity-Driven Self-Employment Among Older People in Finland

2017

To date, few empirical studies have attempted to highlight the impact of the socio-economic characteristics of older entrepreneurs according to whether they are driven by necessity or opportunity. Tervo and Haapanen contribute to the economics of ageing by showing that opportunity- and necessity-driven senior entrepreneurs differ in terms of socio-economic characteristics. This chapter utilizes a longitudinal data set from Finland. Individuals aged between 55 and 70 entering self-employment are grouped in terms of pull and push motivations. Profiles of entrepreneurs are developed using personal, family, and environmental characteristics. The results show that opportunity-driven older self-e…

Revealing Fake Profiles in Social Networks by Longitudinal Data Analysis

2017

Dynamic Usage-based Principles in the Development of L2 Finnish Evaluative Constructions

2021

Abstract This study investigates the formal verbalizations of evaluation used by four beginning L2 learners of Finnish from a dynamic usage-based perspective. Longitudinal data collected weekly were used to investigate what kind of constructions learners use to express evaluation and how these interact and develop over time. The results show that when a new construction is acquired in the L2, another related construction might regress. The results also point to increased variability in the construction during a phase of rapid development and reduced variability in the phases of regression or slower progress. These findings add to our understanding of a developing L2 as a system in which cha…