Data Set
I am working with
Gapminder Codebook PDF
Topic
I am interested in Female Employment Rate of nations. Associations I would like to explore
- Female employment rate of a nation and GDP
I am also curious if any association exists between
- Polity Score and female employment rate
- Polity score and GDP
Code Book
For this research will need the following variables listed in Gamminder Codebook –
- Femaleemployrate: 2007 female employees age 15+ (% of population) Percentage of female population, age above 15, that has been employed during the given year
- Incomeperperson: 2010 Gross Domestic Product per capita in constant 2000 US$. The inflation but not the differences in the cost of living between countries has been taken into account.
- Polityscore: 2009 Democracy score (Polity) Overall polity score from the Polity IV dataset, calculated by subtracting an autocracy score from a democracy score. The summary measure of a country's democratic and free nature. -10 is the lowest value, 10 the highest.
- Country: The primary key of this data set. It is assumed that country names are unique.
Questions I would like to answer
- Is there any relationship between female employment rate and GDP of a nation?
- Is there any relationship between female employment rate in G20 countries and their GDP?
- Is there any relationship between female employment rate and polity score of a country?
- What about polity score vs female employment rate in G20 countries?
- Finally is there any relationship between polity score and GDP of G20 countries?
What does Google say about questions above?
- http://goo.gl/nqXmpW: This is an article from UN Women website. This article makes a strong argument for gender empowerment. My research question does not directly deal with gender empowerment or equality, I am only interested in female employment rate. However this article strongly suggests that higher female employment rate will lead strong economic growth.
- http://goo.gl/TEwfDo: Report prepared for the G20 Labor and Employment Ministerial Meeting Melbourne, Australia, 10-11 September 2014. This paper looks at achieving stronger economy based on gender-balanced economy. Even though I am not really asking any questions about gender equality this research is useful because –
- The paper specifically talks about G20 countries
- The premise is that greater labor force participation of women will lead to stronger economic growth. Again this is not the question I asked, but their premise and supporting report leads to my hypothesis about G20 countries.
Hypothesis
- Female employment rate should have a positive effect on GDP on nation, that is, GDP of nations with higher female employment rate should be relatively greater.
- I think the above hypothesis holds true for the G20 countries
- I think female employment rate will be more for countries with higher polity scores.
- The above hypothesis will hold true for G20 countries.
- I think countries with polity scores somewhere in the middle will have higher GDP
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