Forming an adhesive layer on a part of a surface of the flexible substrate; forming a magnetic material layer on the surface of the flexible substrate in a part other than the part on which the adhesive layer is formed; temporarily holding, using magnetic force, the flexible substrate on which the adhesive layer and the magnetic material layer are formed, above an inflexible substrate having magnetic property; fixing the flexible substrate with the inflexible substrate via the adhesive layer; forming a layer composing an organic EL unit on the flexible substrate temporarily held using the magnetic force and fixed via the adhesive layer; removing the part in which the flexible substrate and the inflexible substrate are fixed via the adhesive layer; separating the flexible substrate from the inflexible substrate; and separating the magnetic material layer from the flexible substrate separated from the inflexible substrate are included.