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Table 1 Variables selected in the models

From: Evaluating the effect of Japan’s 2004 postgraduate training programme on the spatial distribution of physicians

Variables

Explanation

Measures of needs

 

Age-adjusted mortality

 

Physician density

The number of physicians who work for any medical facilities per 1,000 population

Hospital physician density

The number of physicians who work for hospitals per 1,000 population

Clinic physician density

The number of physicians who work for clinics per 1,000 population

Measures of residential quality

 

Urban/rural status

The metropolitan area code defined by the Ministry of Internal Affairs and Communications

1) urban centres, 2) suburban areas,

 

3) rural areas

Per capita income

 

Percent of the population

As a proxy for educational level in the community

with a university-level education

 

Unemployment rate

The number of unemployed individuals per the number of all individuals currently in the labour force (workforce)

Percent of white-collar workers

The number of professionals, technical workers, managers, and administrators per number of workforce

Primary school students per number

As a proxy for children’s educational opportunities

of primary schools

 

Crime rate

The number of crimes per total population as a proxy for neighbourhood safety

Temperature

As a proxy for climate discomfort. The discomfort index was calculated by using temperature and humidity and used in the model.

Humidity

 

Other factors

 

Total population

 

Hospital beds per 1,000 population

 

The presence or absence of

As a proxy for continuing education

medical schools