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Table 1 Sample Characteristics and Selection Bias Results

From: Does response shift impact interpretation of change even among scales developed using item response theory?

Baseline Variable

Attrition Samplea (n = 2691)

Analytic Sample (n = 1481)

t-test p-value

Continuous Variables: Mean, SD

Mean SD

Mean SD

 

Age

48.53 13.32

49.88 13.24

−3.15 0.00

Range

20~93

20~91

 

Total Number of Comorbidities

3.89 2.33

3.94 2.28

−0.62 0.53

Range

3.80~3.98

3.82~4.06

 

Categorical Variables: N, %

N %

N %

chi2 p-value

Respondent Type

 Patients

2111 78.5%

1212 81.8%

14.57 0.00

 Caregivers

528 19.6%

227 15.3%

 

 Both patient and caregiver

52 19.3%

42 28.4%

 

Gender

 Male

362 13.45

209 14.11

0.35 0.84

 Female

2320 86.21

1269 85.69

 

 Other

5 0.19

3 0.2

 

Co-morbidities

 Arthritis

1057 39.28

632 42.67

4.52 0.03

 Asthma

498 18.51

294 19.85

1.12 0.29

 Back Pain

1538 57.15

855 57.73

0.10 0.76

 Cancer

1335 49.61

730 49.29

0.06 0.80

 Depression

1365 50.72

712 48.08

2.74 0.10

 Diabetes

317 11.78

168 11.34

0.17 0.68

 Heart Disease

218 8.10

110 7.43

0.57 0.45

 High Blood Pressure

719 26.72

429 28.97

2.57 0.11

 Insomnia

1210 44.96

652 44.02

0.45 0.50

 Kidney Disease

143 5.31

80 5.40

0.02 0.90

 Liver Disease

115 4.27

56 3.78

0.59 0.44

 Lung Disease

311 11.56

166 11.21

0.13 0.71

 Stroke

91 3.38

42 2.84

0.90 0.34

 Ulcer or Stomach Disease

439 16.31

207 13.98

3.88 0.05

 Other

1110 41.25

688 46.46

9.26 0.00

Marital Status

 Single (never married)

368 13.68

211 14.25

1.61 0.90

 Married

1627 60.46

899 60.7

 

 Cohabitation /Domestic Partner

159 5.91

100 6.75

 

 Divorced

60 2.23

33 2.23

 

 Separated

335 12.45

180 12.15

 

 Widowed

104 3.86

52 3.51

 

 Missing

38 1.41

6 0.41

 

Ethnicity

 Not Hispanic or Latino

2439 90.64

1379 93.11

4.87 0.03

 Hispanic or Latino

156 5.8

63 4.25

 

 Missing

96 3.57

39 2.63

 

Race

 American Indian or Alaskan Native

80 2.97

35 2.36

1.32 0.25

 Middle Eastern

8 0.30

6 0.41

0.33 0.56

 South Asian

7 0.26

4 0.27

0.00 0.95

 Other Asian

30 1.11

13 0.88

0.53 0.47

 Black or African-America

142 5.28

59 3.98

3.48 0.06

 Native Hawaiian, Other Pacific Islander

16 0.59

7 0.47

0.26 0.61

 White

2413 89.67

1372 92.64

10.02 0.00

Education

 Less than High School

58 2.16

16 1.08

43.92 0.00

 Graduated From High School or GED

714 26.53

299 20.19

 

 Some College or Technical School

519 19.29

259 17.49

 

 Graduated from College

803 29.84

484 32.68

 

 Postgraduate School or Degree

536 19.92

390 26.33

 

 Missing

61 2.27

33 2.23

 

Employment Status at Baseline

 Working

1271 47.23

705 47.6

9.80 0.02

 Currently Not working

365 13.56

156 10.53

 

 Retired (not due to ill health)

323 12

199 13.44

 

 Disabled and/or retired due to health

676 25.12

399 26.94

 

 Missing

56 2.08

22 1.49

 

Occupational Complexity (O*NET Job Zone)

 1: Little or No Preparation Needed

115 4.27

60 4.05

21.53 0.00

 2: Some Preparation Needed

529 19.66

252 17.02

 

 3: Medium Preparation Needed

877 32.59

439 29.64

 

 4: Considerable Preparation Needed

704 26.16

440 29.71

 

 5: Extensive Preparation Needed

271 10.07

203 13.71

 

 Missing

195 7.25

87 5.87

 

Income

 Less than $15,000

247 9.18

123 8.31

5.39 0.50

 $15,001 to $30,000

387 14.38

201 13.57

 

 $30,001 to $50,000

461 17.13

250 16.88

 

 $50,001 to $100,000

727 27.02

432 29.17

 

 $100,001 to $150,000

319 11.85

189 12.76

 

 $150,001 to $200,000

101 3.75

70 4.73

 

 Over $200,000

88 3.27

46 3.11

 

 Missing

361 13.42

170 11.48

 

Difficulty Paying Billsb

 Not at all difficult

NA

528 35.65

 

 Slightly difficult

NA

334 22.55

 

 Somewhat difficult

NA

264 17.83

 

 Very difficult

NA

148 9.99

 

 Extremely difficult

NA

142 9.59

 

 Missing

NA

65 4.39

 
  1. aAttrition sample is missing follow-up data
  2. bInformation available at follow-up only
  3. Bolded numbers reflect statistical signficance (i.e., p<0.05)