Question: Let $q = p^{n}$ be a prime power. For which $q$ is the quadratic extension $\mathbb{F}_{q^{2}}$ of $\mathbb{F}_{q}$ of the form $\mathbb{F}_{q}(\sqrt{x})$ for $x \in \mathbb{F}_{q}$? Furthermore, for what $q$ is the cubic extension $\mathbb{F}_{q^{3}}$ of $\mathbb{F}_{q}$ of the form $\mathbb{F}_{q}(\sqrt[3]{x})$ for $x \in \mathbb{F}_{q}$.
I am not sure how to approach this question. I have made a similar question to these where we look at quadratic extensions $\mathbb{Q}(\sqrt{d})$ of $\mathbb{Q}$. I tried to do a similar approach here by considering that we must adjoin a root of a minimal polynomial of degree 2, which we can find with the quadratic formule (since characteristic $\neq 2$). But I am not sure how I can find the conditions for $q$ such that the extension has this form. Same problem for the cubic extension.
The case of finite fields is easier because an extension of degree $n$ in this case is unique. So if you can find any element $\alpha\in\mathbb{F}_q$ such that $x^3-\alpha$ is irreducible over $\mathbb{F}_q$ then a root of this polynomial necessary generates $\mathbb{F}_{q^3}$ (unlike over $\mathbb{Q}$ where we can only conclude it generates some extension of degree $3$), and so the extension is indeed of the required form. On the other hand, if there is no such $\alpha$ then clearly the extension cannot be of this form.
So the question is now for which $q$ there is some $\alpha\in\mathbb{F}_q$ such that $x^3-\alpha$ is irreducible over $\mathbb{F}_q$. Since this is a polynomial of degree $3$, this is equivalent to asking for which $q$ there is some $\alpha$ such that $\alpha$ has no third root in $\mathbb{F}_q$. The answer follows from the following simple exercise in group theory:
Exercise: Let $G$ be a finite group. Then every element of $G$ has a third root if and only if $3\nmid |G|$.
Though in the case $G=\mathbb{F}_q^{\times}$ the statement is even easier if you remember this is a cyclic group.