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Table 1 Definition and Source

From: Do public healthcare programs make societies more equal? Cross-country evidence on subjective wellbeing

Variable Name

Definition

Source/s

Panel A: Control Variables

 Age

Weighted average age of the respondents

European Values Study and World Values Survey

 Culture zone

The Culture zones are: 1. Reformed West, 2. New West, 3. Old West, 4. Returned West, 5. Orthodox East, 6. Indic East, 7. Islamic East, 8. Sinic East, 9. Latin America, and 10. Sub-Saharan Africa. Countries are classified based on their technological and democratic achievements

Rising Freedom by Christian Welzel

 Economic status

Annual percentage growth rate of GDP at market prices based on constant local currency. Aggregates are based on constant 2010 U.S. dollars

World Development Indicators

 Education

Education index is an average of mean years of schooling (of adults) and expected years of schooling (of children), both expressed as an index obtained by scaling with the corresponding maxima

United Nations (UNDP)

 Effectiveness of the government

Government Effectiveness captures perceptions of the quality of public services, the quality of the civil service and the degree of its independence from political pressures, the quality of policy formulation and implementation, and the credibility of the government’s commitment to such policies. Estimate gives the country’s score in units of a standard normal distribution ranging from -2.5 to 2.5

World Development Indicators

 GDP per capita

GDP per capita is gross domestic product divided by midyear population. Data are in constant 2010 U.S. dollars

World Development Indicators

 Marital status

Ratio of respondents who are in a relationship (married and living together as married) over those who are not in a relationship (divorced, separated, widowed, single/never married, divorced/separated/widowed)

European Values Study and World Values Survey

 Political position

Weighted average of respondents self-positioning in political scale. Possible responses ranging from 1 = left (liberal) to 10 = right (conservative)

European Values Study and World Values Survey

 Sex ratio

Ratio of female respondents over male respondents

European Values Study and World Values Survey

 Unemployment

Unemployment refers to the share of the labour force that is without work but available for and seeking employment

World Development Indicators

Panel B: Universal Health Coverage Indexes

 Out-of-pocket expenditure (Financial protection dimension)

Share of out-of-pocket payments of total current health expenditures. Out-of-pocket payments are spending on health directly out-of-pocket by households

World Development Indicators

 Basic hospital access (Service coverage dimension)

Hospital beds (per 1,000 people)

World Health Organization

 Full child immunization (Service coverage dimension)

Child immunization, Diphtheria-Pertussis-Tetanus (DPT), measures the percentage of children ages 12–23 months who received DPT vaccinations before 12 months or at any time before the survey. A child is considered adequately immunized against DPT after receiving three doses of vaccine

World Health Organization and United Nations International Children’s Emergency Fund

 Prevention and treatment of raised blood glucose (Service coverage dimension)

Percent of defined population with fasting glucose ≥ 7.0 mmol/l or history of diagnosis with diabetes or use of insulin or oral hypoglycaemic drugs (crude estimate)

World Health Organization

 Tuberculosis treatment (Service coverage dimension)

Treatment success rate

World Health Organization

Panel C: Outcome Variables

 Life satisfaction (standard deviation)

Life Satisfaction data are expressed as values ranging from 1 = dissatisfied to 10 = satisfied. Data is based on the country and wave/period

World Values Survey and European Values Study

 Gini coefficient

Income inequality measure in the market (pre-tax, pre-transfer)

The Standardized World Income Inequality Database

  1. GDP Gross domestic product