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. 2024 May 30;39(7):811–825. doi: 10.1007/s10654-024-01123-7

Table 3.

Baseline characteristics of questionnaire participants

Variablesa Overall (n = 984) PRIME (n = 414) Usual Care (n = 570) (Log−)B−weights / odds ratio [95% CI]b Adj. p
Age (years): mean (SD)  69.7 (8.1)  71.8 (7.8)  68.2 (7.9)  -3.54 [-4.53, -2.55]  <.0001
Sex (men): n (%)  601 (61)  271 (65)  330 (58)  0.83 [0.63, 1.08]  .43
Diagnosis PD: n (%) 920 (95) 381 (92) 539 (95) 1.30 [0.76, 2.20] .49
Disease duration (years): mean (SD)c 6.20 (5.2) 5.68 (5.2) 6.58 (5.3)  0.18 [0.09, 0.26] .001
Migratory background: n (%) 9 (1) 6 (1.5) 3 (0.5) 0.42 [0.09, 1.72] .45
BMI: mean (SD)  25.6 (4.0)  25.9 (4.2)   25.4 (3.9) -0.68 [-1.20,-0.16]  .06
Motor symptoms: mean (SD)  12.5 (7.8)  13.0 (8.2)  12.2 (7.5)  -0.53 [-1.43, 0.38]  .45 
Depression: mean (SD)  11.8 (6.9)  12.1 (7.0)  11.6 (6.8)  -0.61 [-1.50, 0.29]  .43 
Anxiety: mean (SD)  38.0 (9.4)  38.9 (9.5)  37.4 (9.3)  -1.63 [-2.85, -0.41]  .06 
Cognition: mean (SD)d 18.0 (3.0)  17.2 (3.1)  18.6 (2.7)  0.06 [0.04, 0.09]  <.0001 
Quality of life: mean (SD)  73.9 (13.2)  73.0 (13.3)  74.6 (13.0)  1.95 [0.33, 3.57]  .09 
COVID−19 burden: mean (SD)  2.50 (0.89)  2.44 (0.92)  2.56 (0.87)  0.14 [0.01, 0.26]  .16 
Disease stage: n (%)e
Stage 1  282 (29)  115 (28)  167 (29)  Reference
Stage 2  336 (34)  134 (32)  202 (35)  1.11 [0.79, 1.55] .67
Stage 3  150 (15)  64 (16)  86 (15)  0.99 [0.64, 1.52] .99
Stage 4  156 (16)  70 (17)  86 (15)  1.01 [0.64, 1.57] .99
Stage 5  40 (4)  23 (6)  17 (3)  0.65 [0.32, 1.34] .45
Comorbidities: n (%)f
Cardiovascular disease  224 (23)  108 (26)  116 (20)  0.89 [0.65, 1.22] .61
Pulmonary disease  94 (10)  45 (11)  49 (9)  0.80 [0.51, 1.23] .49
Musculoskeletal disorder  286 (29)  124 (30)  162 (28)  0.94 [0.70, 1.27] .79
Endocrine or metabolic disorder  95 (10)  47 (11)  48 (8)  0.80 [0.53, 1.30] .49
Neuropsychiatric disorder  87 (9)  44 (11)  43 (8)  0.66 [0.42, 1.05] .27 
Cancer  86 (9)  48 (12)  38 (7)  0.70 [0.44, 1.12] .42
No comorbidity  406 (41)  150 (36)  256 (45)  1.31 [1.00, 1.72] .19 
Smoking: n (%) 
Smoked in the past  544 (55)  238 (57)  306 (54)  Reference 
Never smoked  411 (42)  160 (39)  251 (44)  1.00 [0.76, 1.31] .99
Current smoker  29 (3)  16 (4)  13 (2)  0.46 [0.57, 1.02] .21 
Alcohol consumption: n (%) 
Never  193 (20)  99 (24)  94 (17)  Reference
Very rarely  193 (20)  87 (21)  106 (19)  1.32 [0.87, 2.01] .45
Occasionally  250 (25)  112 (27)  138 (24)  1.35 [0.90, 1.99] .42
Less than 5 days a week  167 (17)  63 (15)  104 (18)  1.80 [1.16, 2.83] .06
5 or more days a week  181 (18)  53 (13)  128 (22)  3.46 [2.18, 5.42] <.0001
Education: n (%) 
Primary  252 (25)  154 (38)  98 (11)  Reference
Secondary  258 (26)  114 (27)  144 (25)  1.86 [1.28, 2.72] .008
Tertiary  474 (48)  146 (35)  328 (58)  3.90 [2.77, 5.47] <.0001
Working situation: n (%) 
Retired 681 (69)  316 (76)  365 (64)  Reference 
Fulltime 26 (3)  12 (3)  14 (2)  0.57 [0.20, 1.36] .43
Parttime 54 (5)  21 (5)  33 (6)   0.60 [0.28, 1.25] .43
Self−employed 36 (4)  15 (4)  21 (3)   0.69 [0.34, 1.52] .54 
Incapacitated and/or receiving sickness benefit 151 (15)  38 (9)   113 (20)   0.94 [0.61, 1.99] .80
Unemployed 25 (3)  10 (2)   15 (3)   0.59 [0.23, 1.46] .45
Voluntary work or following education not paid by employer 11 (1)  2 (1)  9 (2)  2.69 [0.52, 12.06] .45
Living situation: n (%)
With partner 755 (77)  321 (77)  434 (76)  Reference 
Alone  137 (14)  62 (15)  75 (13)  0.82 [0.55, 1.20] .49
With partner and children  65 (6)  19 (5)  46 (8)  0.97 [0.51, 1.86] .99
In an institution, assisted living or sheltered living  19 (2)  8 (2)  11 (2)  1.41 [0.52, 3.78] .63
Living with another family member than partner  8 (1)  4 (1)  4 (1)  0.44 [0.10, 1.88] .45 
Complications in the year prior to the first questionnaire–Urinary tract infection, pneumonia, falling, hallucinations: n (%) 
Any complication reported  505 (51) 220 (53)  285 (50)  0.89 [0.67, 1.16] .53
Specific complications–not reported/ reported/ led to hospital admission: n (%) 
Urinary tract infection  Not reported  891 (91)  374 (90)  517 (91)  Reference 
Reported  78 (8)  34 (8)  44 (8)  0.79 [0.47, 1.31] .51
Hospitalized 15 (1)  6 (2)  9 (1)  1.25 [0.41, 3.74] .79
Pneumonia  Not reported  948 (97)  393 (95)  555 (97)  Reference 
Reported  23 (2)  12 (3)  11 (2)  0.74 [0.32, 1.75] .64 
Hospitalized 13 (1)  9 (2)  4 (1)  0.41 [0.12, 1.36] .42
Falling  Not reported  561 (57)  230 (56)   331 (58)  Reference 
Reported 399 (41)  172 (41)  227 (40)  0.93 [0.70, 1.23] .72
Hospitalized 24 (2)  12 (3)  12 (2)  0.61 [0.26, 1.45] .45
Hallucinations  Not reported  858 (87)  357 (86)  501 (88)  0.13 [0.76, 1.70] .66 
Reported  126 (13)  57 (14)  69 (12) 

aSD = Standard Deviation; BMI = Body Mass Index. Motor symptoms: Movement Disorders Society Unified Parkinson Disease Rating Scale (MDS-UPDRS) Part II, ranging from 0 to 52, higher score indicates a greater degree of motor symptoms. Depression: Beck Depression Inventory II (BDI), ranging from 0 to 63, higher scores indicate greater depressive severity. Anxiety: State Trait Anxiety Inventory for Adults (STAI); only the Trait Anxiety Scale was included, ranging from 20 to 80, higher score indicates a greater degree of anxiety. Cognition: Telephone Montreal Cognitive Assessment (t-MoCA), ranging from 0 to 22, higher score indicates better cognitive performance. Quality of life: Parkinson’s Disease Questionnaire-39 (PDQ-39), ranging from 0 to 100, higher score indicates a better quality of life. COVID-19 burden: COVID-19 questionnaire containing 8 questions, the average is calculated and ranges from 0 to 5, higher score indicates a higher COVID-19 burden. Disease duration: Years since diagnosis of PD or parkinsonism. Disease stage: Hoehn & Yahr scale, this score was calculated on answers from other questionnaires, notably the UPDRS. Scores can range from 1 to 5 (disease stage 1 to 5) in which a higher stage indicates more severe disease. Education: Primary educated = no education, primary school, VMBO (see also Table S1); Secondary educated = HAVO, VWO, MBO; Tertiary educated = HBO, University, PhD. Hospitalized: Complication led to a hospital admission

bCI = confidence interval; all continuous variables were analyzed using linear regression, all binary variables were analyzed using binomial logistic regression, all categorial variables with more than two categories, including ordinal variables, were analyzed using multinomial logistic regression. Continuous variables that did not meet the assumptions for linear regression were log transformed before conducting linear regression. All tests between PRIME and UC were adjusted for age, sex and disease duration, excluding the tests for age, sex and disease duration. We reported odds ratios for all variables tested with binomial or multinomial logistic regression, log-b-weights for all log transformed variables tested with linear regression, and b-weights for all other variables tested with linear regression

c,dLog transformed before tested with linear regression

eNot 100% in total due to NAs

fNot 100% in total since participants could have comorbidities in more than one category