“…Most of these studies used a surrogate (e.g., a specific occupation) for SES, or included the surrogate as a covariate in the analyses, reporting conflicting results. [27–31] A previous Swedish nationwide study used education as a marker for SES and reported that individuals with higher educational level had increased risk of PD among men, [29] corroborating our results. Another study showed that some occupational groups such as construction and extractive workers (e.g., miners, oil well drillers) and production workers (e.g., machine operators, fabricators), which were similar to low-manual workers in our study, were associated with a decreased PD risk.…”