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Table 1 Percent data missing input variables for study countries

From: Comparing efficiency of health systems across industrialized countries: a panel analysis

Categories

Variables

% Data Missing

Health care

 

All

US

N = 525

N = 21

Resources:

Total hospital beds per 1,000 capita

19.1

4.8

 Capital

Acute care beds per 1,000 capita

17.3

4.8

 Labor

Total health employees per 1,000 capita

23.2

0.0

Total active doctors per 1,000 capita

16.2

0.0

Total general practitioners (GPs) per 1,000 capita

46.7

14.3

Total specialist doctors per 1,000 capita

54.5

14.3

Total professional active nurses per 1,000 capita

64.0

42.9

Utilization

Total hospital discharges per 1,000 capita

34.7

4.8

Average length of stay in acute care (days)

15.4

0.0

Total doctor visits per capita

29.5

38.1

Service intensity

Ratio of GPs to specialists

55.2

14.3

Ratio of nurses to doctors

70.1

42.9

Technology

MRI scanners per million population

49.1

52.4

CT scanners per million population

47.8

66.7

Risk Factors

   

 Chronic diseasea

Percent mortality due to chronic disease

0.0

0.0

Percent years potential life lost (YPLL) due to chronic disease

0.0

0.0

 Lifestyle and behaviors

Calories consumed per capita

  

 Per day

36.8

14.3

 Per day per centimeter

41.7

14.3

Liters of alcohol consumed by individuals 15 years or older

  

 Per day

26.5

4.8

 Per day per centimeter

34.3

4.8

Average number of cigarettes smoked per smoker per day

62.7

4.8

Percent of population (15 years and older) smoking daily

46.7

4.8

Percent of youth (15 to 24 years old) smoking daily

64.6

4.8

Grams of tobacco consumed per capita

39.2

0.0

Percent population self-reported as obese

60.8

28.6

YPLL from assaults per 100,000 capita

7.1

9.5

YPLL from self-harm per 100,000 capita

6.7

9.5

YPLL from transportation per 100,000 capita

6.7

9.5

YPLL from alcohol use per 100,000 capita

9.9

9.5

YPLL from drug use per 100,000 capita

49.7

52.4

 Environmental

Total nitrogen dioxide (measured in cubic tons and deflated to 1990 values)

  

 Per capita

27.8

0.0

 Per square meter of land

5.9

0.0

Mobile (% total)

7.6

0.0

Stationary (% total)

7.6

0.0

  1. aChronic disease includes mental health diseases, cancer, diabetes, chronic obstructive pulmonary disease, kidney disease, cerebrovascular disease, acute myocardial infarction, and ischemic heart disease.