In his paper, “A Causal Argument for Physicalism” (Zhong, 2023), Zhong presents a novel argument for non-reductive physicalism (which he calls “A2”), based on the causal argument for reductive physicalism (which he calls “A1”), and claims that A2 is better than A1 since the premises in A2 are more plausible than those in A1. In this paper, I will argue that A2 fails to be a sound argument for non-reductive physicalism, or even physicalism per se, because the premises in A2 (...) can be fulfilled by the kind of dualism which claims that the physical event (P), the mental event (M), and their effect (E) form a causal chain and that P and M are simultaneous causes. Also, I will argue that we do have ways to strengthen A2 to block the aforementioned problem. But the only plausible way to strengthen the argument is to appeal to the conservation of energy and momentum. And this favors A1 more than A2. So, I conclude that A2 is not better than A1, and a causal argument for physicalism still naturally favors reductive physicalism. (shrink)