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. Author manuscript; available in PMC: 2019 Oct 1.
Published in final edited form as: Glob Public Health. 2017 Nov 28;13(10):1495–1506. doi: 10.1080/17441692.2017.1404622

Table 2.

Description of independent variables and data source by construct.

Constructs and variables Description Source
Economic stress
• Income inequality GINI: measure of dispersion from 0 to 1 where zero expresses perfect equality (e.g. where everyone has the same income) and one expresses maximal inequality http://data.worldbank.org/data-catalog/gender-statistics
• Poverty Percent in each country below the poverty line as defined by each country http://databank.worldbank.org/data/views/variableselection/selectvariables.aspx?source=poverty-and-inequality-database
Cultural spill-over
• Country in armed conflict Number of years in armed conflict if in conflict at time independent variable data collected http://www.pcr.uu.se/digitalAssets/124/124920_1codebook_ucdp_prio-armed-conflict-dataset-v4_2014.pdf
• Death penalty Coded 0 if abolished for all crimes; 1 if law still allowed but no executions in the past 10 years; 2 if abolished for ordinary crimes; 3 allowed even for ordinary crimes http://www.amnesty.org/en/death-penalty/countries-abolitionist-for-all-crimes http://www.amnesty.org/en/death-penalty/countries-abolitionist-in-practice https://www.amnesty.org/en/death-penalty/abolitionist-and-retentionist-countries http://www.amnesty.org/en/death-penalty/countries-abolitionist-for-ordinary-crimes-only
Gender inequity
• Social Institutional and Gender Index (SIGI) Index represents five dimensions of social institutions related to gender inequality (i.e. social institutions that limit women’s and girls’ control over their bodies, that increase women’s vulnerability, and that normalise attitudes toward gender-based violence). Lower scores indicate less discrimination http://genderindex.org/
• Gender Inequality Index (available 2010) Index combines reproductive health (i.e. maternal mortality ratio and adolescent birth rates); empowerment (i.e. proportion of parliamentary seats occupied by females and proportion of adult females and males aged 25 years and older with at least some secondary education); and economic status (i.e. labour force participation rate of female and male populations aged 15 years and older). Higher scores indicate higher disparities http://hdr.undp.org/en/content/gender-inequality-index-gii
Women’s health care
• Coverage for prenatal care Percent of pregnant women receiving prenatal care http://data.worldbank.org/data-catalog/gender-statistics
• Ease of access to abortion Access to abortion: Abortion not allowed (scored 0), general legal principals allowing abortion to save woman’s life (1); abortion explicitly allowed to save woman’s life (2); abortion allowed under several conditions (3); abortion allowed upon request (scored 4) http://www.pewforum.org/2008/09/30/abortion-laws-around-the-world/
Children’s well-being
• Child labour % of children 5–14 reported to have done any kind of work for someone who is not a member of the household in the week preceding the survey http://mics.unicef.org/surveys; http://www.dhsprogram.com/
• Malnutrition % children <5 whose weight for age is more than two standard deviations below the median for the international reference population ages 0–59 months http://data.worldbank.org/indicator/SH.STA.MALN.ZS/countries
Child care burden
• Children in the household Births (per women) http://data.worldbank.org/indicator/SL.TLF.CACT.FE.ZS/countries
• Maternity leave Number of weeks of paid maternity leave http://data.worldbank.org/data-catalog/gender-statistics
Economic environment
• Economic freedom Average of 10 types of economic freedom (property rights; freedom from corruption; monetary, fiscal, investment, trade, financial, investment, business freedom; and limited government) scored from 0 to 100, with equal weight being given to each http://www.heritage.org/index/explore?view=by-region-country-year
• Economic growth Growth rate of GDP at market prices based on constant local currency http://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG/countries
Education
• Literacy % population 15 and over able to read and write http://hdr.undp.org
• Female literacy % of women 15 and over able to read and write http://data.uis.unesco.org/
Development
• Human Development Human Development Index: summary measure of life expectancy, standard of living, and education http://hdr.undp.org
• Gross Domestic Product Gross Domestic Product per year is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources http://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG/countries