With CuBr2 as a co‐catalyst, the nickel‐supported two‐dimensional layered vermiculite (2D‐VT)‐based composite [Ni(NO3)2•6H2O/2D‐VT] was used as a precursor and applied to various calcination methods to produce catalysts. These catalysts were used in the acetylene carbonylation reaction to synthesize acrylic acid (AA). The catalysts were characterized and evaluated by scanning electron microscope (SEM), transmission electron microscope (TEM), X‐ray diffraction (XRD), X‐ray photoelectron spectroscopy (XPS), inductively coupled plasma (ICP), hydrogen temperature‐programmed reduction (H2‐TPR), nitrogen adsorption desorption analyzer (BET) and thermogravimetric analysis (TG). We found that the microwave (MW) radiation calcined catalyst (MW‐NiO/2D‐VT) exhibited better catalytic performance than the muffle furnace (MF) calcination catalyst (MF‐NiO/2D‐VT). This difference is observed owing to the fast speed of microwave radiation heating, short baking time, and the instantaneous formation of nano‐NiO particles that have better dispersibility and uniformity, which is more conducive to the performance expression of nickel oxide. Under the optimal reaction conditions, the yield of AA is 86.3%. During the reaction, the MW‐NiO/2D‐VT catalyst is more stable and produces less by‐deposits than the MF‐NiO/2D‐VT catalyst. Thus, MW‐NiO/2D‐VT is more conducive to improving the selectivity of AA. In addition, theoretical calculations show that the MW‐NiO/2D‐VT catalyst has a lower apparent activation energy, which kinetically explains why MW‐NiO/2D‐VT is an excellent catalyst.