Income Inequality 2 Flashcards
Some organisations focus on…
some organisations focus on outcome and not causation
Example
one of the metrics in world university rankings is number of papers published in the top 25 journals; to improve our ranking RMIT directed staff to only publish in the top 25 ranked journals; result = greater percentage in top 25 journals but less overall publications hence no increase in University ranking (problem = RMIT does not provide adequate resources to produce quality research and papers that would get accepted into these prestigious journals)
Some Governments/organisations focus on
economics/profits and not social indicators or costs
Example 1
Victorian government legalised community gambling [casinos and poker machines] to raise taxes/revenue, To entice private operators, few regulations, however knew from interstate and overseas research that there would be significant negative impact on community (gambling addiction and related crime, poverty and homelessness) and chose not to put in early regulations to avoid social costs
Example 2
Federal government removed $1.2 billion out of a budget of $23 billion in aged care but failed to insist on staff qualifications and staffing ratios and failed to ensure service quality
Big data aims/goals
description; causation; prediction
Description
collects information on measures of central tendency [means, medians, modes] and variance and range
Example description
which nations have the highest income inequality within their population
Causation
collects correlations and infers causation; note experimental causation requires control over allocation of participants into
Example causation
there is a correlation between national income inequality and nation’s incidence of mental health but causation hasn’t been determined
Prediction
whatever the causation, the ultimate goal is to predict future outcomes, that is, if one variable is known, then determine the probability of predicting another [outcome] variable
Example prediction
knowing a nation’s income inequality allows social scientists to predict their level of physical and mental health
Poverty is association with…
poverty is associated with poor health outcomes
4 major explanations
methodology; natural selection; behavioural; structural
Methodology
biased sampling distorts figures [for example, income falls when people become ill]