While the development of LTT welding alloys is gathering momentum internationally, it has become increasingly apparent that, in order to optimise residual stresses and the performance of LTT welding alloys, it is necessary to better understand and quantify the strains that arise as a consequence of the phase transformations. In this respect, two transformation plasticity effects are believed to play an important role in determining stress. The first arises when the growth of a daughter phase induces plastic flow in the parent phase, and it is referred to as Greenwood-Johnson transformation plasticity. The second arises when a macroscopic stress in the material induces anisotropy in the transformation strain (even without plastic flow), and is referred to as variant selection. In this paper, the author will report on recent work which aims to assess the extent to which each of these mechanisms is active under representative welding thermal cycles in some power plant steels. The results of a program of thermo-mechanical simulation tests and texture measurements will be presented and discussed.