On Dagum’s Decomposition of the Gini Coefficient [PDF]
To measure the contributions to inequality from population subgroups, the Gini coefficient is often decomposed into inequality within groups, inequality between groups and a residual term arising from the overlapping of income distributions from ...
William Griffiths
core
ABSTRACT While existing work shows COVID‐19 stay‐at‐home (SAH) policies decreased mobility on average, we lack evidence regarding heterogeneity in policy effectiveness across US counties. To uncover potential heterogeneity, we implement a novel two‐stage approach.
James Sears +5 more
wiley +1 more source
Distributional Limits and GINI Coefficient. [PDF]
This paper examines the Gini (1912) coefficient of concentration using the framework set out by Dalton (1920) for evaluating a measure of inequality. Particular attention is paid to limited distributions and the associated concept of 'perfect inequality'.
Van de Ven, J.
core
Using the Gini coefficient with BIOLOG substrate utilisation data to provide an alternative quantitative measure for comparing bacterial soil communities [PDF]
A measure quantifying unequal use of carbon sources, the Gini coefficient (G), has been developed to allow comparisons of the observed functional diversity of bacterial soil communities.
Harch, BD +9 more
core +1 more source
On the Negative Bias of the Gini Coefficient due to Grouping [PDF]
The Gini coefficient is a measure of statistical dispersion that is commonly used as a measure of inequality of income, wealth or opportunity. Empirical research has shown that the coefficient may have a nonnegligible downward bias when data are grouped. It is unknown under which grouping conditions the downward bias occurs.
openaire +1 more source
Early prediction of multiple organ failure for sepsis patients based on machine learning algorithms
Abstract In recent years, there has been a notable rise in sepsis incidence leading to more multiple organ failure and higher mortality. The lack of effective treatments for sepsis highlights the importance of early prediction in preventing multiple organ failure. This study aimed to develop a model for the early prediction of multiple organ failure in
Runnan He +11 more
wiley +1 more source
Measuring and explaining economic inequality: An extension of the Gini coefficient. [PDF]
This paper proposes a new class of inequality indices based on the Gini’s coefficient. The properties of the indices are studied and in particular they are found to be regular, relative and satisfy the Pigou-Dalton transfer principle.
Chameni Nembua, Célestin
core +1 more source
Linking Environmental Health and Civic Health: An Analysis of Air Pollution and Charitable Giving
ABSTRACT This study examines the effect of air pollution on charitable giving. We suggest that the burdens associated with poor air quality are associated with a dampening of civic and philanthropic engagement. Analyzing 12 years of county‐level data from the United States with fixed‐effects OLS and instrumental variables regressions, we identify a ...
Gregory D. Saxton +6 more
wiley +1 more source
A note on a simple interpretation of the Gini coefficient
La mayoría de las discusiones intutivas sobre el coeficiente de Gini se basan en áreas de la curva de Lorenz, un concepto abstracto para muchos.
Walter Sosa Escudero
doaj +1 more source
Systemic bio‐inequity links poverty to biodiversity and induces a conservation paradox
Abstract Biodiversity is declining globally while inequity is growing, and poverty rates are not improving. Global sustainable development and conservation initiatives aim to address biodiversity loss and poverty simultaneously. Through text analysis of global biodiversity policies, we identified a consistent narrative that countries with high ...
Conor Waldock +4 more
wiley +1 more source

