Thermoelectric (TE) materials can realize the direct
transformation
between heat and electricity, thereby facilitating the recycling of
waste heat. Semiconducting π-conjugated polymers (π-CPs)
have been largely explored as organic TE materials thanks to the facile
molecular tunability of their electronic properties, their room-temperature
solution-processability, their intrinsic low thermal conductivity,
and their outstanding mechanical flexibility. In this Focus Review,
we describe two key strategieschemical doping and structural
tailoringin polymeric TEs for strengthening TE power factors
of π-CPs. First, the doping mechanisms are unraveled by a sequential
process of charge transfer and free carrier release, followed by the
introduction of various doping methods for enhancing the chemical
doping. Second, the design principles for polymeric structures including
the π-backbone and side-chain engineering are presented. Third,
supplementary strategies such as polymer chain alignment and construction
of polymer blends are identified. Finally, the existing prime obstacles
to future development are discussed and an outlook on feasible solutions
to resolving them is provided.