Control variables help in dealing with issues in econometric models by considering different factors that can affect the outcome. By using discrete instruments, researchers were able to identify how certain variables impact the results in various ways. They looked at different aspects like average or quantile treatment effects to understand the data better. The study applied these methods to estimate Engel curves in a real-world scenario.