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Table 5 Segment characteristics (mean factor scores, sociodemographic conditions and past experience with healthcare services for the identified groups)

From: Profiling the different needs and expectations of patients for population-based medicine: a case study using segmentation analysis

 

Unpretentious

Informed & supported

Experts

Advanced

Total

SIZE

2070

779

531

81

3461

FACTORS*

 

 Outpatient clinic staff

0.29

0.30

−1.65

0.66

 

 Outpatient clinic services

0.48

−1.37

0.03

0.74

 

 Continuity of care

0.22

−0.07

−0.11

−4.25

 

GENDER (%)

 

 Males

22.4

20.9

21.3

18.5

21.8

AGE (%)

 

 18–45

23.7

28.7

30.7

40.5

26.3

 46–65

36.7

43.1

42.1

44.3

39.1

 Over 65

39.6

28.3

27.1

15.2

34.5

EDUCATION (%)

 

 None / Primary school

38.8

31.4

28.1

16.3

34.9

 Middle school

24.4

25.3

28.5

32.5

25.4

 High school

28.6

33.1

32.3

37.5

30.4

 Degree and post degree

8.2

10.1

11.2

13.8

9.2

JOB (%)

 

 Legislator, executives and entrepreneurs

1.3

0.6

0.8

2.5

1.1

 Intellectual, scientific and highly skilled professions

3.3

5.2

5.7

12.7

4.3

 Technical professions

4.0

4.4

4.4

8.9

4.3

 Clerks

7.1

9.3

9.4

8.9

8.0

 Skilled activity in commerce and services

5.4

6.2

7.6

5.1

5.9

 Artisans, skilled labor and farmers

4.6

3.2

5.2

5.1

4.4

 Semi-skilled labor

1.3

0.9

0.8

3.8

1.2

 Unskilled labor

1.3

1.6

1.7

1.3

1.4

 Students

2.8

3.9

2.7

1.3

3.0

 Housewives

18.9

22.1

21.2

24.1

20.1

 Unemployed

1.4

2.5

1.3

2.5

1.7

 Retired

48.4

39.7

39.0

24.1

44.4

FAMILY SITUATION (%)

 

 1 (live alone)

13.4

9.2

9.0

7.5

11.6

 2

35.3

34.0

30.3

18.8

33.9

 3

23.4

28.5

26.7

27.5

25.1

 More than 3

27.9

28.3

34.0

46.3

29.4

CHRONIC DISEASES (%)

 

 Yes

46.3

43.2

39.1

38.8

44.3

No. OF VISITS IN OUTPATIENT C. IN THE LAST YEAR (%)

 

 1

32.0

27.2

26.4

23.5

29.8

 2

27.1

26.7

31.6

23.5

27.6

 3–4

22.1

27.7

25.6

23.5

24.0

 Over 4

18.8

18.4

16.4

29.6

18.6

WHO REFERRED TO OUTPATIENT CLINIC (%)

 

 Personal initiative

18.9

15.1

18.5

16.0

17.9

 Relative/Friend

0.6

0.3

0.6

0.0

0.5

 GP/PD

65.3

74.2

70.8

77.8

68.4

 Hospital physician

4.5

3.2

2.4

1.2

3.8

 Private specialist

2.1

2.2

1.1

1.2

2.0

 Social services worker

0.1

0.0

0.0

0.0

0.1

 Clinic invitation letters

8.5

5.0

6.6

3.7

7.3

SERVICES UTILIZED IN THE OUTPATIENT CLINIC (%)a

 

 Specialist visits

20.9

23.5

21.5

23.9

21.7

 Diagnostic tests

68.5

69.2

67.7

62.5

68.4

 Home care

0.6

0.2

1.2

2.3

0.7

 Administrative services

6.4

6.1

7.3

6.8

6.5

 Advisory

0.9

0.0

0.2

0.0

0.6

 Vaccinations

2.6

1.0

2.1

4.5

2.2

TYPE OF STAFF CONSULTED IN THE OUTPATIENT C. (%)a

 

 Administrative staff

30.3

28.8

33.9

37.8

30.7

 Health care staff

69.7

71.2

66.1

62.2

69.3

AHD CONSULTATION (%)

 

 Yes

11.5

14.2

15.1

100.0

14.8

METHOD OF AHD CONSULTATION (%)

 

 Telephone consultation

17.6

12.6

11.3

38.3

18.8

 Home visit

64.4

62.2

60.0

39.5

59.3

 Ambulatory visit

18.0

25.2

28.8

22.2

21.9

A&ED VISIT AFTER AHD CONSULTATION (%)

 

 Yes

17.6

20.7

23.8

45.7

23.7

REASON FOR A&ED VISIT AFTER AHD CONSULTATION (%)

 

 AHD referral

85.7

73.9

78.9

45.2

71.3

 Unsatisfied with AHD consultation

7.1

17.4

21.1

48.4

22.6

 Further information on diagnosis/therapy proposed by AHD

7.1

8.7

0.0

6.5

6.1

  1. GP: General practitioner; PD: Pediatrician; AHD: After-hours doctor; A&ED: Accident & emergency department.
  2. a Percentages are based on responses.
  3. p < .001 for age, education, job, family situation, no. of visits in outpatient c. in the last year, AHD consultation, method of AHD consultation, A&ED visit after AHD consultation, reason for A&ED visit after AHD consultation; p = .005 for those referred to outpatient clinic; p = .025 for chronic diseases.
  4. * Higher factor scores indicate that the respondents are more satisfied with the items in the factor or have rated the items in the factor more positively.