Methods of forming thermoelectric devices including electrically insulating matrixes between conductive traces and related structures

A method of forming a thermoelectric device may include forming a pattern of conductive traces, and forming an electrically insulating matrix between the conductive traces of the pattern of conductive traces. In addition, a plurality of thermoelectric elements may be electrically and mechanically coupled to the pattern of conductive traces so that each conductive trace of the pattern of conductive traces has one of the plurality of thermoelectric elements thereon. In addition, the plurality of thermoelectric elements may be free of the electrically insulating matrix. Related methods and structures are also discussed.