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Table 2 Prevalence of health care use within each cluster; presented in % used within cluster categories. Only those with a probability of ≥95% of belonging to each cluster have been selected. Numbers are presented in millions

From: Profiles and predictors of healthcare utilization: using a cluster-analytic approach to identify typical users across conventional, allied and complementary medicine, and self-care

 

Average

Cluster 1

Cluster 2

Cluster 3

Cluster 4

Cluster 5

Cluster 6

Cluster 7

Cluster 8

Cluster 9

 

n = 205.2

n = 31.3

15.3%

n = 35.1

17.1%

n = 15.4

7.5%

n = 26.7

13.0%

n = 20.2

9.8%

n = 25.4

12.4%

n = 15.0

7.3%

n = 18.1

8.8%

n = 18.1

8.8%

Conventional health care provider

 GP

66.9

95.3

24.1

0.0

100.0

0.0

100.0

0.0

0.0

100.0

 Specialist

26.1

99.9

3.4

6.4

0.0

3.9

18.0

7.6

6.8

22.8

 Eye specialist

37.8

77.5

0.0

18.3

100.0

10.0

38.4

18.9

27.3

27.2

 Mental health provider

7.5

15.9

7.7

3.6

7.4

2.6

5.9

4.1

4.1

8.2

 Dentist

61.3

73.5

63.8

0.0

75.1

0.0

100.0

100.0

100.0

0.0

 Emergency room

19.4

36.2

17.9

12.3

14.5

11.6

16.9

10.1

9.0

29.1

Allied health care provider

 Physical therapy

8.6

30.6

5.5

2.1

6.9

1.3

4.5

2.0

2.4

6.4

 Nurse practitioners

18.9

48.2

18.6

8.4

20.2

4.2

12.5

6.2

11.6

16.1

CAM provider

 Chiropractic

8.1

15.1

8.6

4.9

10.6

2.6

5.1

4.4

9.1

4.7

 Massage

6.4

12.6

7.7

4.0

8.3

1.2

3.2

2.4

8.5

2.0

 Osteopathy, Craniosacral

0.5

1.3

0.5

0.1

0.4

0.2

0.2

0.1

0.7

3.3

 Acupuncture

1.5

3.3

1.6

0.7

1.9

0.4

0.6

0.9

1.7

0.3

 Naturopathy

1.1

3.0

1.0

1.1

1.1

0.0

0.1

0.1

1.7

0.2

 Homeopathy

0.4

0.6

0.6

0.5

0.4

0.0

0.0

0.1

0.4

0.1

 Ayurveda

0.1

0.2

0.1

0.1

0.1

0.0

0.1

0.1

0.3

0.0

 Native healing

0.4

0.4

0.4

1.1

0.4

0.4

0.2

0.2

0.4

0.1

 Energy healing

0.4

1.0

0.4

0.4

0.5

0.0

0.1

0.2

0.8

0.1

 Hypnosis

0.1

0.3

0.1

0.1

0.4

0.0

0.0

0.0

0.2

0.0

Exercise

 Yoga

8.2

11.4

10.0

8.8

11.5

2.2

4.3

4.3

14.0

2.5

 Tai Chi, Qigong

1.2

2.3

1.1

1.6

2.0

0.3

0.4

0.2

1.4

0.4

 Exercise

2.2

3.8

2.4

1.7

4.1

0.3

1.0

1.0

3.2

0.3

Relaxation

 Meditation

3.7

8.2

4.3

4.0

3.9

1.1

1.2

1.2

4.3

1.2

 Relaxation

2.4

6.4

2.5

2.6

2.3

0.8

0.5

0.3

2.6

0.7

Diet

 Vegetarian diet

1.7

2.6

1.7

2.0

2.5

0.9

1.0

1.2

1.9

0.7

 Medical diet

1.1

2.3

1.3

1.0

1.5

0.1

0.5

0.2

1.4

0.3

OTC medication, supplements

 Herbal medicine

7.6

13.6

9.5

12.0

10.2

1.1

1.4

1.2

11.9

28.9

 Supplements

15.0

28.9

18.6

18.8

22.2

1.6

2.7

2.7

20.2

2.9

 Vitamins minerals

61.7

94.7

100.0

100.0

100.0

0.0

0.0

0.0

100.0

0.0