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相关论文: Examining socioeconomic health disparities using a…

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One of four overarching goals of Healthy People 2020 (HP2020) is to achieve health equity, eliminate disparities, and improve the health of all groups. In health disparity indices (HDIs) such as the mean log deviation (MLD) and Theil index…

应用统计 · 统计学 2013-12-10 Makram Talih

High-quality healthcare in the US can be cost-prohibitive for certain socioeconomic groups. In this paper, we examined data from the US Census and the CDC to determine the degree to which specific socioeconomic factors correlate with both…

计算机与社会 · 计算机科学 2023-05-25 Krish Khanna , Jeffrey Lu , Jay Warrier

Health disparities (differences in non-genetic conditions that influence health) can be associated with differences in burden of disease by groups within a population. Social determinants of health (SDOH) are domains such as health care…

医学物理 · 物理学 2025-04-09 Heather M. Whitney , Hui Li , Karen Drukker , Elbert Huang , Maryellen L. Giger

Socio-economic inequality is measured using various indices. The Gini ($g$) index, giving the overall inequality is the most commonly used, while the recently introduced Kolkata ($k$) index gives a measure of $1-k$ fraction of population…

综合金融 · 定量金融 2016-11-07 Arnab Chatterjee , Asim Ghosh , Bikas K Chakrabarti

Using the economic complexity methodology on data for disease prevalence in 195 countries during the period of 1990-2016, we propose two new metrics for quantifying the relatedness between diseases, or the `disease space' of countries. With…

物理与社会 · 物理学 2019-03-26 Antonios Garas , Sophie Guthmuller , Athanasios Lapatinas

This research develops a socioeconomic health index for nations through a model-based approach which incorporates spatial dependence and examines the impact of a policy through a causal modeling framework. As the gross domestic product…

应用统计 · 统计学 2019-11-11 F. Swen Kuh , Grace S. Chiu , Anton H. Westveld

Life-expectancy is a complex outcome driven by genetic, socio-demographic, environmental and geographic factors. Increasing socio-economic and health disparities in the United States are propagating the longevity-gap, making it a cause for…

应用统计 · 统计学 2018-11-20 Tavpritesh Sethi , Anant Mittal , Shubham Maheshwari , Samarth Chugh

As interest in implementing artificial intelligence (AI) in medical systems grows, discussion continues on how to evaluate the fairness of these systems, or the disparities they may perpetuate. Socioeconomic status (SES) is commonly…

计算机与社会 · 计算机科学 2024-07-23 Alissa A. Valentine , Alexander W. Charney , Isotta Landi

The contribution to pushing the boundaries of knowledge is a critical metric for evaluating the research performance of countries and institutions, which in many cases is not revealed by common bibliometric indicators. The Rk-index was…

数字图书馆 · 计算机科学 2024-11-28 Alonso Rodriguez-Navarro

Accurate subnational estimation of health indicators is critical for public health planning, particularly in low- and middle-income countries (LMICs), where data and analytic tools are often limited. sae4health is an open-access Shiny…

统计计算 · 统计学 2025-09-30 Yunhan Wu , Qianyu Dong , Jieyi Xu , Zehang Richard Li , Jon Wakefield

We present a conceptual model to measure disparity--the target study--where social groups may be similarly situated (i.e., balanced) on allowable covariates. Our model, based on a sampling design, does not intervene to assign social group…

统计方法学 · 统计学 2025-01-14 John W. Jackson , Yea-Jen Hsu , Raquel C. Greer , Romsai T. Boonyasai , Chanelle J. Howe

A discrete system's heterogeneity is measured by the R\'enyi heterogeneity family of indices (also known as Hill numbers or Hannah--Kay indices), whose units are {the numbers equivalent}. Unfortunately, numbers equivalent heterogeneity…

机器学习 · 统计学 2020-04-07 Abraham Nunes , Martin Alda , Timothy Bardouille , Thomas Trappenberg

Disadvantaged groups around the world have suffered and endured higher mortality during the current COVID-19 pandemic. This contrast disparity suggests that socioeconomic and health-related factors may drive inequality in disease outcome.…

机器学习 · 计算机科学 2020-12-23 Behzad Javaheri

Reference classes in healthcare establish healthy norms, such as pediatric growth charts of height and weight, and are used to chart deviations from these norms which represent potential clinical risk. How the demographics of the reference…

The underlying idea behind the construction of indices of economic inequality is based on measuring deviations of various portions of low incomes from certain references or benchmarks, that could be point measures like population mean or…

统计方法学 · 统计学 2015-08-04 Francesca Greselin , Ricardas Zitikis

In a recent series of high impact public health publications, the c-index was used as measure of prediction to assess the public health relevance of a risk factor. I demonstrate that the c-index is an inferior measure as compared to the…

应用统计 · 统计学 2013-03-13 Gundula Behrens

To simultaneously overcome the limitation of the Gini index in that it is less sensitive to inequality at the tails of income distribution and the limitation of the inter-decile ratios that ignore inequality in the middle of income…

综合经济学 · 经济学 2022-01-03 Thitithep Sitthiyot , Kanyarat Holasut

The inequality is computed through the so-called Gini index. The population is assumed to have the variable of interest distributed according to the Gamma probability distribution. The results show that the Gini index is reduced when the…

物理与社会 · 物理学 2007-05-23 Diego Saa

Distributions of abundances or frequencies play an important role in many fields of science, from biology to sociology, as does the R\'enyi entropy, which measures the diversity of a statistical ensemble. We derive a mathematical relation…

种群与进化 · 定量生物学 2016-12-26 Thierry Mora , Aleksandra M. Walczak

The distribution of health care payments to insurance plans has substantial consequences for social policy. Risk adjustment formulas predict spending in health insurance markets in order to provide fair benefits and health care coverage for…

应用统计 · 统计学 2021-02-25 Anna Zink , Sherri Rose
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