Let
$s(\cdot )$ denote the sum-of-proper-divisors function, that is,
$s(n)=\sum _{d\mid n,~d<n}d$ . Erdős, Granville, Pomerance, and Spiro conjectured that for any set
$\mathscr{A}$ of asymptotic density zero, the preimage set
$s^{-1}(\mathscr{A})$ also has density zero. We prove a weak form of this conjecture: if
$\unicode[STIX]{x1D716}(x)$ is any function tending to
$0$ as
$x\rightarrow \infty$ , and
$\mathscr{A}$ is a set of integers of cardinality at most
$x^{1/2+\unicode[STIX]{x1D716}(x)}$ , then the number of integers
$n\leqslant x$ with
$s(n)\in \mathscr{A}$ is
$o(x)$ , as
$x\rightarrow \infty$ . In particular, the EGPS conjecture holds for infinite sets with counting function
$O(x^{1/2+\unicode[STIX]{x1D716}(x)})$ . We also disprove a hypothesis from the same paper of EGPS by showing that for any positive numbers
$\unicode[STIX]{x1D6FC}$ and
$\unicode[STIX]{x1D716}$ , there are integers
$n$ with arbitrarily many
$s$ -preimages lying between
$\unicode[STIX]{x1D6FC}(1-\unicode[STIX]{x1D716})n$ and
$\unicode[STIX]{x1D6FC}(1+\unicode[STIX]{x1D716})n$ . Finally, we make some remarks on solutions
$n$ to congruences of the form
$\unicode[STIX]{x1D70E}(n)\equiv a~(\text{mod}~n)$ , proposing a modification of a conjecture appearing in recent work of the first two authors. We also improve a previous upper bound for the number of solutions
$n\leqslant x$ , making it uniform in
$a$ .