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. Author manuscript; available in PMC: 2022 Aug 6.
Published in final edited form as: J Clin Exp Neuropsychol. 2021 Aug 6;43(5):469–480. doi: 10.1080/13803395.2021.1927995

Table 4.

Associations between cognitive test scores and PD diagnosis in participants without cognitive impairment

Cognitive test Semi-partial correlations B a 95% CI p value

HVLT-R immediate (total words recalled)
 Diagnosis
  HV Reference
  PD −0.067 −0.49 −1.34, 0.36 .258
 Age, years −0.055 −0.03 −0.09, 0.04 .396
 Education, years 0.075 0.12 −0.08, 0.31 .239
 Sex
  Female Reference
  Male 0.121 0.86 0.01, 1.73 .048
APOE ε4 0.57 −0.28, 1.41 .191
 MoCA score 0.148 0.26 0.07, 0.45 .007
 GDS-15 score −0.079 −0.21 −0.46, 0.05 .109
 Site
  VA Puget Sound Health Care System/
University of Washington
Reference
   VA Portland Health Care System/
Oregon Health & Sciences University
−0.122 −1.20 −2.38, -0.02 .046
  Stanford University −0.155 −1.50 −2.71, -0.30 .015
  Johns Hopkins University −0.005 −0.07 −1.72, 1.59 .938
HVLT-R delayed (total words recalled)
 Diagnosis
  HV Reference
  PD −0.135 −0.43 −0.80, -0.05 .025
 Age, years −0.909 −0.02 −0.05, 0.00 .103
 Education, years 0.101 0.07 −0.01, 0.15 .087
 Sex
  Female Reference
  Male 0.205 0.65 0.27, 1.03 .001
APOE ε4 allele 0.023 0.08 −0.30, 0.46 .682
 MoCA score 0.128 0.10 0.01, 0.19 .032
 GDS-15 score −0.075 −0.09 −0.22, 0.05 .218
 Site
  VA Puget Sound Health Care System/
University of Washington
Reference
  VA Portland Health Care System/
Oregon Health & Sciences University
−0.163 −0.71 −1.23, -0.20 .007
  Stanford University −0.062 −0.27 −0.79, 0.26 .323
  Johns Hopkins University −0.012 −0.08 −0.81, 0.66 .841
Trail Making Test, Part B (seconds) b, c
 Diagnosis
  HV Reference
  PD 0.099 4.84 0.05, 9.63 .048
 Trail Making, Part A 0.342 0.83 0.58, 1.09 <.001
 Age, years 0.211 0.75 0.35, 1.15 <.001
 Education, years −0.194 −2.03 −3.17, -0.89 <.001
 Sex
  Female Reference
  Male 0.007 0.32 −4.46, 5.10 .896
APOE ε4 allele −0.037 −1.94 −7.50, 3.63 .496
 MoCA score −0.018 −0.21 −1.46, 1.05 .748
 GDS-15 score 0.015 0.26 −1.47, 1.99 .770
 Site
  VA Puget Sound Health Care System/
University of Washington
Reference
  VA Portland Health Care System/
Oregon Health & Sciences University
−0.111 −7.33 −12.38, -2.29 .004
  Stanford University 0.046 2.97 −3.53, 9.47 .371
  Johns Hopkins University 0.016 1.63 −7.63, 10.89 .730
Letter-Number Sequencing (total score)
 Diagnosis
  HV Reference
  PD −0.010 −0.05 −0.54, 0.45 .858
 Age, years −0.216 −0.07 −0.11, -0.03 .001
 Education, years 0.171 0.16 0.06, 0.27 .003
 Sex
  Female Reference
  Male −0.041 −0.18 −0.72, 0.36 .512
APOE ε4 0.006 0.03 −0.63, 0.69 .929
 MoCA score 0.122 0.13 0.02, 0.24 .025
 GDS-15 score −0.070 −0.11 −0.27, 0.05 .173
 Site
  VA Puget Sound Health Care System/
University of Washington
Reference
  VA Portland Health Care System/
Oregon Health & Sciences University
0.067 0.40 −0.38, 1.19 .316
  Stanford University −0.032 −0.20 −0.87, 0.48 .571
  Johns Hopkins University −0.035 −0.31 −1.20, 0.58 .496
Digit Symbol (total score) b, c
 Diagnosis
  HV Reference
  PD −0.203 −3.77 −5.76, 1.77 <.001
 Trail Making, Part A −0.270 −0.25 −0.39, -0.11 <.001
 Age, years −0.172 −0.23 −0.37, -0.10 <.001
 Education, years 0.096 0.39 −0.00, 0.77 .052
 Sex
  Female Reference
  Male 0.159 2.90 0.97, 4.83 .003
APOE ε4 allele −0.0002 −0.00 −1.93, 1.92 .997
 MoCA score 0.046 0.17 −0.33, 0.68 .499
 GDS-15 score 0.019 0.12 −0.48, 0.73 .693
 Site
  VA Puget Sound Health Care System/
University of Washington
Reference
  VA Portland Health Care System/
Oregon Health & Sciences University
0.184 4.64 1.73, 7.54 .002
  Stanford University 0.061 1.51 −1.22, 4.25 .278
  Johns Hopkins University 0.009 0.34 −3.34, 4.02 .857
Semantic verbal fluency (total correct words)
 Diagnosis
  HV Reference
  PD −0.214 −2.02 −3.12, -0.92 <.001
 Age, years −0.268 −0.18 −0.26, -0.10 <.001
 Education, years 0.137 0.28 0.04, 0.51 .022
 Sex
  Female Reference
  Male 0.031 0.29 −0.78, 1.36 .597
APOE ε4 −0.047 −0.48 −1.61, 0.64 .401
 MoCA score 0.078 0.18 −0.06, 0.42 .146
 GDS-15 score 0.096 0.33 −0.05, 0.70 .089
 Site
  VA Puget Sound Health Care System/
University of Washington
Reference
  VA Portland Health Care System/
Oregon Health & Sciences University
0.046 0.59 −0.88, 2.06 .433
  Stanford University 0.013 0.17 −1.22, 1.56 .814
  Johns Hopkins University −0.013 −0.24 −2.30, 1.82 .819
Phonemic verbal fluency (total correct words)
 Diagnosis
  HV Reference
  PD −0.107 −2.57 −5.26, 0.12 .061
 Age, years −0.028 −0.05 −0.24, 0.14 .618
 Education, years 0.316 1.63 1.06, 2.20 <.001
 Sex
  Female Reference
  Male 0.054 1.30 −1.39, 3.98 .345
APOE ε4 0.038 0.99 −2.47, 4.44 .575
 MoCA score 0.225 1.31 0.77, 1.86 <.001
 GDS-15 score 0.140 1.21 0.31, 2.12 .009
 Site
  VA Puget Sound Health Care System/
University of Washington
Reference
  VA Portland Health Care System/
Oregon Health & Sciences University
0.096 3.16 −0.81, 7.14 .119
  Stanford University −0.071 −2.30 −5.81, 1.22 .201
  Johns Hopkins University −0.002 −0.12 −5.40, 5.17 .966
Judgment of Line Orientation (total score)
 Diagnosis
  HV Reference
  PD −0.081 −0.32 −0.77, 0.14 .171
 Age, years −0.076 −0.02 −0.06, 0.01 .213
 Education, years 0.084 0.07 −0.02, 0.16 .115
 Sex
  Female Reference
  Male −0.331 −1.29 −1.73, -0.84 <.001
APOE ε4 −0.036 −0.15 −0.65, 0.34 .545
 MoCA score 0.040 0.04 −0.08, 0.16 .546
 GDS-15 score −0.008 −0.01 −0.17, 0.15 .887
 Site
  VA Puget Sound Health Care System/
University of Washington
Reference
  VA Portland Health Care System/
Oregon Health & Sciences University
0.019 0.10 −0.43, 0.63 .707
  Stanford University −0.082 −0.43 −1.08, 0.21 .189
  Johns Hopkins University −0.042 −0.33 −1.18, 0.52 .443
a

Unstandardized beta coefficients derived from linear regression analyses including diagnosis, age, sex, education, APOE ε4 allele, GDS-15 total score, MoCA total score, and site

b

Analyses control additionally for Trail Making, Part A scores to account for motor slowing common among PD participants

c

Higher scores represent worse performance

d

Bold font indicates statistical significance (p < 0.01)

Abbreviations: APOE, apolipoprotein E, CI, confidence interval; GDS-15, 15-item Geriatric Depression Scale; HV, healthy volunteers; HVLT-R, Hopkins Verbal Learning Test-Revised; MoCA, Montreal Cognitive Assessment; PD, Parkinson’s disease; VA, Veterans Affairs