We analyze poverty dynamics in Europe for the periods 1994-2001 and 2005-2008 using, respectively, the data of the ECHP and the EU-SILC. We focus on poverty profiles depicting poverty duration, recurrence and persistence and, then, on the trigger events (income, demographic, labour market) associated with movements into and out of poverty, using a modified version of the Bane and Ellwood (1986) framework of event analysis. Multivariate logit analysis is employed in order to identify the socioeconomic factors affecting transitions into and out of poverty. Cross-country differences, as well as differences in poverty dynamic trends between the two periods, are examined. Poverty profiles show a consistency with the welfare regime typology during the period 1994-2001, but the results are not entirely clear in the pre-crisis period. The results differ significantly across countries when the events associated with poverty exits and entries are examined in detail, although five general patterns emerge: a) In both periods, income events and especially changes in head's labor earnings seem to be highly associated with poverty transitions in all countries, but more so in the Mediterranean countries, while demographic events seem to be relatively more important in Northern countries; b) Employment events are more important for ending a poverty spell than unemployment events for starting a poverty spell; c) The importance of second income earners (finding a job or increasing earnings) for bringing the household out of poverty was established in both periods; d) The demographic events have a stronger effect in the EU-SILC than the ECHP for poverty entries and weaker for poverty exits; e) The socioeconomic characteristics of the household and the household head present a rather similar patterns across countries in both periods examined.