Good$^\dagger$ proof
0. Let's prove more general form of Dixon's identity:
$$
\sum(-1)^k\binom{a+b}{b+k}\binom{b+c}{c+k}\binom{c+a}{a+k}=\binom{a+b+c}{a,b,c}
$$
(the version from OP corresponds to $a=b=c=n$).
1. Trinomial coefficients satisfy — and are defined by — a simple recurrence. So we only need to show that LHS — let's denote it $F(a,b,c)$ — satisfies
$$
F(a,b,c)=F(a-1,b,c)+F(a,b-1,c)+F(a,b,c-1).
$$
2. Let's rewrite LHS in 'Dyson style': it's the constant term of
$$
(-1)^{a+b+c}\frac{(x-y)^{a+b}(y-z)^{b+c}(z-x)^{c+a}}{x^{2a}y^{2b}z^{2c}}.
$$
But now the recurrence follows immediately from the identity
$$
\frac{y^2}{(x-y)(y-z)}+\frac{z^2}{(y-z)(z-x)}+\frac{x^2}{(z-x)(x-y)}=-1
$$
(which is due to Euler, I believe).
$^\dagger$‘Good’ as in ‘I.J.Good. Short Proof of a Conjecture by Dyson’
If this doesn't work, perhaps try induction? $m = 0$ is straightforward to check. However the induction bit will certainly hardcore.
– user88595 Sep 18 '13 at 14:08