The strategy of using aliovalent substitution in A2B2O6 double perovskites remained the popular choice to enhance the charge carrier concentration in order to increase their electrical conductivity. In the present investigation, we have shown that the isovalent substitution in A-site can facilitate in manipulating the oxidation states of B-site transition metal cations in double perovskites, which in turn helps in increasing the carrier concentration. Further, using the strategy of manipulating valence states of B-site cations, we could enhance the thermoelectric power factor of double perovskites. Ceramic samples of BaxSr2-xCrMoO6 (x=0.0, 0.1, 0.2, and 0.3) double perovskites have been synthesized via solid-state reaction route. The phase constitution and morphological study have been carried out via XRD and FESEM. Rietveld refinement of XRD data confirms the polycrystalline cubic structure with Pm3-m space group. Negative values of Seebeck coefficient have been observed for these oxides in the temperature range from room temperature to 1100K, confirming electrons as the majority charge carriers. The electrical conductivity of Sr2CrMoO6 double perovskite is found to be increased by more than an order of magnitude due to isovalent Ba2+ doping in place of Sr2+. As a result, 5 times enhancement of thermoelectric power factor has been attained in BaxSr2-xCrMoO6. Charge transport mechanism of these double perovskites is found to be governed by the small polaron hopping conduction model. XPS spectra validates the presence of multivalent cations of Mo5+, Mo6+, Cr3+, and Cr6+ in theses double perovskites. Furthermore, the detailed defect chemistry analysis suggests that owing to Ba substitution, Cr is oxidized from Cr3+ to Cr6+ oxidationstates, which enhances the electron concentration and reduces the low mobility oxygen vacancies leading to dramatically improved electrical conductivity.