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Table 2 Prevalence of long-term conditions using primary care, hospital inpatient, and linked primary care to hospital inpatient data

From: Impact of data source choice on multimorbidity measurement: a comparison study of 2.3 million individuals in the Welsh National Health Service

ICD-10 chapter

Long-term condition

Prevalence, no. (%)

Difference between PC and HI, number (% of total cohort)

Primary care data

Hospital inpatient data

Linked PC-HI data

I—Certain infectious and parasitic diseases

Tuberculosis

876 (0.04)

277 (0.01)

1030 (0.40)

599 (0.03)

II—Neoplasms

Cancer

41,905 (1.79)

40,284 (1.72)

53,315 (2.28)

1621 (0.07)

III—Diseases of blood/blood-forming organs

Anaemia

30,040 (1.28)

12,833 (0.55)

39,535 (1.69)

17,207 (0.74)

IV—Endocrine, nutritional, and metabolic diseases

Cystic fibrosis

1002 (0.04)

468 (0.02)

966 (0.04)

534 (0.02)

Thyroid disorders

121,217 (5.18)

64,041 (2.74)

127,776 (5.46)

57,176 (2.44)

Addison’s disease

1075 (0.05)

1371 (0.06)

1689 (0.07)

 − 296 (− 0.01)

Diabetes

149,527 (6.39)

103,211 (4.41)

159,495 (6.82)

46,316 (1.98)

V—Mental and behavioural disorders

Depression

305,915 (13.07)*

21,540 (0.92)

311,518 (13.31)*

284,375 (12.15)

Eating disorder

11,830 (0.51)

1789 (0.08)

12,399 (0.53)

10,041 (0.43)

Anxiety

92,622 (3.96)*

18,254 (0.78)

106,024 (4.53)*

74,368 (3.18)

PTSD

12,008 (0.51)

2600 (0.11)

13,340 (0.57)

9408 (0.40)

Autism

14,283 (0.61)

4907 (0.21)

15,635 (0.67)

9376 (0.40)

Alcohol and substance misuse

81,830 (3.50)

37,252 (1.59)

96,610 (4.13)

44,578 (1.91)

Bipolar affective disorder

13,437 (0.57)*

6548 (0.28)

15,533 (0.66)*

6889 (0.29)

Dementia

15,817 (0.68)

8689 (0.37)

18,171 (0.78)

7128 (0.30)

Schizophrenia

14,124 (0.60)

9195 (0.39)

16,792 (0.72)

4929 (0.21)

VI—Diseases of the nervous system

Peripheral neuropathy

48,462 (2.07)

15,280 (0.65)

57,226 (2.45)

33,182 (1.42)

Parkinson’s disease

5047 (0.22)

3735 (0.26)

5983 (0.26)

1312 (0.06)

Multiple sclerosis

4718 (0.20)

3520 (0.15)

5136 (0.22)

1198 (0.05)

Epilepsy

20,789 (0.89)*

25,577 (1.09)

22,348 (0.96)*

 − 7684 (− 0.33)

Paralysis

1811 (0.08)

2586 (0.11)

3382 (0.14)

 − 775 (− 0.03)

VII—Diseases of the eye and adnexa

Visual impairment

18,450 (0.79)

5288 (0.23)

20,990 (0.90)

13,162 (0.56)

VIII—Diseases of the ear and mastoid process

Hearing impairment

207,245 (8.86)

22,865 (0.98)

216,682 (9.26)

184,380 (7.88)

Meniere’s disease

22,661 (0.97)

2600 (0.11)

23,461 (1.00)

20,061 (0.86)

IX—Diseases of the circulatory system

Venous thromboembolism

51,509 (2.20)

15,657 (0.67)

54,907 (2.35)

35,852 (1.53)

Peripheral artery disease

30,863 (1.32)

12,446 (0.53)

35,303 (1.51)

18,417 (0.79)

Stroke and TIA

62,292 (2.66)

37,853 (1.62)

69,889 (2.99)

24,439 (1.04)

Hypertension

402,322 (17.19)

290,995 (12.44)

456,687 (19.52)

111,327 (4.76)

Heart failure

31,295 (1.34)

30,499 (1.30)

45,508 (1.94)

796 (0.03)

Coronary artery disease

101,163 (4.32)

106,741 (4.56)

127,650 (5.46)

 − 5578 (− 0.24)

Heart valve disorders

29,263 (1.25)

31,152 (1.33)

45,931 (1.96)

 − 1889 (− 0.08)

Arrythmia

68,841 (2.94)

71,366 (3.05)

88,746 (3.79)

 − 2525 (− 0.11)

Aneurysm

2550 (0.11)

5048 (0.22)

6143 (0.26)

 − 2498 (− 0.11)

X—Diseases of the respiratory system

Bronchiectasis

9040 (0.39)

5567 (0.24)

10,930 (0.47)

3473 (0.15)

COPD

64,083 (2.74)

54,815 (2.34)

84,075 (3.59)

9268 (0.40)

Asthma

203,049 (8.68)*

181,470 (7.76)

210,633 (9.00)*

21,579 (0.92)

XIII—Diseases of the musculoskeletal system

Gout

83,002 (3.55)

15,692 (0.67)

85,330 (3.65)

67,310 (2.88)

Connective tissue disorders

56,345 (2.41)

30,870 (1.32)

64,571 (2.76)

25,475 (1.09)

Osteoarthritis

243,414 (10.40)

142,901 (6.11)

293,678 (12.55)

100,513 (4.30)

Osteoporosis

55,044 (2.35)

63,705 (2.72)

98,677 (4.22)

 − 8661 (− 0.37)

XI—Diseases of the digestive system

Peptic ulcer

33,788 (1.44)

23,095 (0.99)

45,293 (1.94)

10,693 (0.46)

Chronic liver disease

13,804 (0.59)

9881 (0.42)

17,903 (0.77)

3923 (0.17)

Inflammatory bowel disease

20,016 (0.86)

18,187 (0.78)

24,037 (1.03)

1829 (0.08)

Chronic pancreatitis

2038 (0.09)

2425 (0.10)

3405 (0.15)

 − 387 (− 0.02)

XIV—Diseases of the genitourinary system

Chronic kidney disease

110,493 (4.72)

54,677 (2.34)

131,348 (5.61)

55,816 (2.39)

Endometriosis

12,210 (0.52)

13,305 (0.57)

18,080 (0.77)

 − 1095 (− 0.05)

XVII—Congenital malformations

Congenital disease

7282 (0.31)

3502 (0.15)

8176 (0.35)

3780 (0.16)

  1. *Primary care (PC) and linked PC_HI prevalence estimates include prescribing data as documented in Additional File 2