I am working on panel data measuring the direct and indirect effects of social support on subjective well-being from a retrospective cross-sectional data
Any structural equation modeling (SEM) software will be able to also handle longitudinal SEM, for example, lavaan (free package in R), Mplus, AMOS, OpenMx, LISREL.