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. 2018 Jan 15;18:133. doi: 10.1186/s12889-017-5004-2

Table 1.

Individual and regional variables used to analyze the relationship between long-term unemployment and health

LEVEL 1 (year): 36,420 observations
Years 2007–2011
LEVEL 2 (individual) 9105 individuals
Dependent variable Self-perceived health (collapsed): Good (Very good/Good) - Bad (Fair/Bad/Very bad)
Self-perceived health: Very good/Good/Fair/Bad/Very bad
Independent variables
Individual Sociodemographic Age (range: 16–65)a
Gender (male/female)
Chronic illness or chronic disability (Yes/No)
Socioeconomic Education level (Primary/Secondary/Higher)
Activity status (Employed/Student/Homemaker/Other inactivity/Unemployed <12 months/ Long-term Unemployed, 12–23 months/Very-long-term unemployed (24–48 months)
Equivalent household incomeb (Neperian logarithm)
Severe material deprivation (Yes/No)
LEVEL 3 (regional) 17 regions.
Regional Public expenditure policies Essential public services per capitab,c
Health-care public expenditure per capitab

aCentered continuous variable

bNominal values were converted to real values using 2007 as the base year and Consumer Price Index (National Statistics Institute) as a deflator

cEssential public services include: health care (primary, specialized, and hospital assistance, public health, clinical research); education (kindergarten, primary, secondary, post-secondary, and higher, grants, support services to education); and social protection (retirement, illness, disability, advanced age, protection of families, unemployment, housing, attention to social exclusion)

Source: the authors