Considering the debate on the lower bound and possible uncertainties in the aerosol radiative forcing estimation, a qualitative assessment on the effect of boundary layer dynamics in the estimation of clear sky black carbon (BC) radiative forcing has been made. Comprehensive measurements made on aerosol optical and physical properties, near surface BC mass concentrations and Lidar derived aerosol back scatter intensity profiles at three select locations in India (Visakhapatnam, Kharagpur and Kolkata) are utilized for the purpose. Sensitivity analysis carried out to estimate the errors in the computation of short wave (SW) BC forcing indicated that non incorporation of diurnal changes in the boundary layer depth into the models may lead to an over estimation of the diurnally averaged (as the study is limited to short wave radiative forcing, diurnally averaged forcing refers to day-time averaged) BC forcing. The relative errors may vary between 7 to 70 % depending on the season and the locational changes in the day-time behaviour of the boundary layer depth. The results reported in the present study though specific to the study locations, clearly indicate that a more systematic approach is needed to investigate the sensitivity of aerosol radiative forcing to various atmospheric parameters and processes within the boundary layer, particularly at stations characterised by strong anthropogenic influence and large diurnal temperature variability that affect the boundary layer depth.