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. 2025 May 8;8(5):e259198. doi: 10.1001/jamanetworkopen.2025.9198

Table 3. Association Between Living Within a Water Service Area With and Without Golf Courses on Vulnerable and Nonvulnerable Groundwater Regions and Risk of Parkinson Disease (PD) in Southern Minnesota.

Water service area type All patients, No. (%)a,b Adjusted for patient demographicsc,b Further adjusted for region characteristicsc,b
PD patients (n = 418) Controls (n = 3996) aOR (95% CI) P value aOR (95% CI) P value
Groundwater with golf coursed 342 (13.3) 2227 (86.7) 1 [Reference] NA 1 [Reference] NA
Groundwater without golf course 20 (2.1) 948 (97.9) 0.13 (0.08-0.20) <.001 0.51 (0.31-0.83) .01
Private well 56 (6.4) 821 (93.6) 0.41 (0.31-0.55) <.001 0.67 (0.47-0.95) .02
Groundwater vulnerability
Total, No. 362 3175 NA NA NA NA
Vulnerable groundwater with golf course 319 (16.4) 1629 (83.6) 1 [Reference] NA 1 [Reference] NA
Vulnerable groundwater with no golf course 14 (2.8) 484 (97.2) 0.14 (0.08-0.23) <.001 0.74 (0.43-1.27) .28
Nonvulnerable groundwater with golf course 23 (3.7) 598 (96.3) 0.18 (0.12-0.29) <.001 0.55 (0.33-0.92) .02
Nonvulnerable groundwater with no golf course 6 (1.3) 464 (98.7) 0.10 (0.06-0.16) <.001 0.52 (0.29-0.94) .03

Abbreviations: aOR, adjusted odds ratio; NA, not applicable.

a

Percentages were calculated row-wise.

b

Excludes populations outside of Minnesota.

c

Demographics included age, sex, race, and ethnicity. Region characteristics included median household income, Rural Urban Commuting Area classification, and health care utilization.

d

aORs are reported using the exposed group as the reference in this table and reported for the exposed group in the text (inverse).