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IHME Data

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Using Access, Bottlenecks, Costs, and Equity (ABCE) Project data from Kenya, Uganda, and Zambia, Institute for Health Metrics and Evaluation (IHME) researchers conducted the first nationally representative assessment of technical efficiency in African health facilities and predicted the potential scale-up of antiretroviral therapy (ART) services through improvements in technical efficiency. The attached archive contains code and materials used for the following citation: 

Di Giorgio L, Moses MW, Fullman N, Wollum A, Conner RO, Achan J, Achoki T, Bannon KA, Burstein R, Dansereau E, DeCenso B, Delwiche K, Duber HC, Gakidou E, Gasasira A, Haakenstad A, Hanlon M, Ikilezi G, Kisia C, Levine AJ, Maboshe M, Maisye F, Masters SH, Mphuka C, Njuguna P, Odeny TA, Okiro EA, Roberts DA, Murray CJL, Flaxman AD. The potential to expand antiretroviral therapy by improving health facility efficiency: evidence from Kenya, Uganda, and Zambia. BMC Medicine. 2016 20 July. doi: 10.1186/s12916-016-0653-z

As part of a study to analyze the measurement of health service provision in low- and middle-income countries (LMICs), IHME researchers developed a simulation environment which reproduces the characteristics of health service production in LMICs, and evaluated the performance of Data Envelopment Analysis (DEA) and Stochastic Distance Function (SDF) for assessing efficiency. The attached archive contains the code used in this study, which is described in the following publication:

Di Giorgio L, Flaxman AD, Moses MW, Fullman N, Hanlon M, Conner RO, Wollum A, Murray CJL. Efficiency of Health Care Production in Low-Resource Settings: A Monte-Carlo Simulation to Compare the Performance of Data Envelopment Analysis, Stochastic Distance Functions, and an Ensemble Model. PLoS ONE 11(1): e0147261. doi:10.1371/journal.pone.0147261.

This dataset contains estimates of maternal and child health (MCH) indicators in Uganda at the regional and national levels. These estimates were produced by the Institute for Health Metrics and Evaluation (IHME) and the Infectious Diseases Research Collaboration (IDRC) by using multiple data sources and applying complex modeling approaches. Trend estimates in this dataset include under-5 mortality, indicators of childhood nutrition (prevalence of underweight and stunting among children under 5), and a range of MCH interventions including malaria control, childhood immunizations, and other key MCH interventions such as antenatal care, skilled birth attendance, and exclusive breastfeeding. Regional estimates for a number of socio-economic indicators, including women’s educational attainment and household characteristics, are also available.

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally, for 21 regions, and for 188 countries. The files available for download from this record include the tables published in The Lancet in September 2015 in "Changes in health in England, with analysis by English regions and areas of deprivation, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013." These tables include estimates of deaths, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life years (DALYs), as well as DALYs attributable to risk factors by sex, in England for 1990 and 2013.

Data files containing the full results set are available for download from this location.

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally, for 21 regions, and for 188 countries. The files available for download include the tables published in The Lancet in September 2015 in "Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013." These tables include population attributable fractions (PAFs) for 2013 and estimates of deaths and disability-adjusted life-years (DALYs) for 1990 and 2013 attributable to each risk factor. Estimates of deaths and DALYs for 1990 and 2013 attributable to each risk-outcome pair can be found in the web tables.

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally, for 21 regions, and for 188 countries. The files available for download include the tables published in The Lancet in August 2015 in "Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990–2013: quantifying the epidemiological transition." These tables include estimates of DALYs by country and cause and HALE by country and sex for 1990, 2005, and 2013. 

This dataset contains estimates of maternal and child health (MCH) indicators in Nigeria at the state and national levels. These estimates were produced by the Institute for Health Metrics and Evaluation (IHME) by using multiple data sources and applying complex modeling approaches. Trend estimates in this dataset include under-5 mortality, indicators of childhood nutrition (prevalence of underweight, stunting, and wasting among children under 5), and a range of MCH interventions including malaria control, childhood immunizations, and other key MCH interventions such as skilled birth attendance, exclusive breastfeeding, and prevalence of modern contraceptive use.

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally, for 21 regions, and for 188 countries. The files available for download include the tables published in JAMA Oncology in May 2015 in "The Global Burden of Cancer 2013," and additional tables available from IHME's website. These tables include estimates of cancer incidence, mortality, and disability-adjusted life years (DALYs) globally and by country in 1990 and 2013. 

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally, for 21 regions, and for 188 countries. The files available for download include the tables published in The Lancet in June 2015 in "Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013." These tables include estimates of incidence, prevalence, and years lived with disability (YLDs) by country, age, cause, and sequelae in 1990 and 2013. 

These are IHME results data from a global analysis of educational attainment spanning the last 50 years. These data are an update to earlier estimates (Educational Attainment and Child Mortality Estimates by Country 1970-2009) and inform the policy report "A Hand Up: Global Progress Towards Universal Education," as well as the Social Determinants of Health Visualization, which is supported by the Center for Health Trends and Forecasts at IHME.

This data file provides estimates of average years of educational attainment per capita for people over the age of 15 for the years 1970-2015 by year, sex, and age group for 188 countries, 21 GBD regions, 7 GBD super regions, and the global aggregate. Age-standardized and population-weighted estimates are included for females 15-44 and for both sexes for the age group 25+.

The Access, Bottlenecks, Costs, and Equity (ABCE) project is a multipronged and multicountry research collaboration focused on understanding what drives and hinders health service provision. Three datasets resulting from the ABCE project in Zambia are available for download: results of a nationally representative facility survey which gathered information on services offered, expenditure, revenue, personnel by category, and other variables related to facility operations; data collected in patient exit interviews conducted after patients visited facilities in the ABCE sample; and information extracted from the charts of HIV-positive patients receiving antiretroviral therapy (ART). Clinical chart extraction data and patient exit interview data can be linked to facility-level information from the ABCE Facility Survey.

The Access, Bottlenecks, Costs, and Equity (ABCE) project is a multipronged and multicountry research collaboration focused on understanding what drives and hinders health service provision. Three datasets resulting from the ABCE project in Uganda are available for download: results of a nationally representative facility survey which gathered information on services offered, expenditure, revenue, personnel by category, and other variables related to facility operations; data collected in patient exit interviews conducted after patients visited facilities in the ABCE sample; and information extracted from the charts of HIV-positive patients receiving antiretroviral therapy (ART). Clinical chart extraction data and patient exit interview data can be linked to facility-level information from the ABCE Facility Survey.

The Access, Bottlenecks, Costs, and Equity (ABCE) project is a multipronged and multicountry research collaboration focused on understanding what drives and hinders health service provision. Three datasets resulting from the ABCE project in Kenya are available for download: results of a nationally representative facility survey which gathered information on services offered, expenditure, revenue, personnel by category, and other variables related to facility operations; data collected in patient exit interviews conducted after patients visited facilities in the ABCE sample; and information extracted from the charts of HIV-positive patients receiving antiretroviral therapy (ART). Clinical chart extraction data and patient exit interview data can be linked to facility-level information from the ABCE Facility Survey. 

The Access, Bottlenecks, Costs, and Equity (ABCE) project is a multipronged and multicountry research collaboration focused on understanding what drives and hinders health service provision. The ABCE Facility Survey in Ghana collected data from a nationally representative sample of health facilities on services offered, expenditure, revenue, personnel by category, and other variables related to facility operations. The dataset available for download provides information at the facility-year level.

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally and for 21 regions.

The sixth Millennium Development Goal (MDG 6) brought special attention to HIV, tuberculosis, and malaria. This dataset provides estimates of mortality and incidence for each of the three diseases, as well as prevalence of HIV and tuberculosis, for 188 countries, 21 regions, and globally by age group and sex, for 1990-2013. The results were published in The Lancet in July 2014 in "Global, regional, and national incidence and mortality for HIV, tuberculosis, and malaria during 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013." 

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally and for 21 regions. Death and YLL results were published in The Lancet in December 2014 in "Global, regional, and national age-sex specific all-cause and cause-specific mortality for 240 causes of death, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013." Files available from this record are the tables contained in the article. GBD 2010 DisMod source code for estimation and the source code for the updated GBD 2013 methods are both available online.

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally and for 21 regions.

This dataset measures progress towards the Millennium Development Goal 4 (MDG 4) target of reduction of child mortality by two-thirds from 1990-2015. The data provide under-5 mortality numbers and rates per 1,000 live births for 188 countries, 21 regions, and globally by age group and sex, for 1990-2013. It also includes a Shapley decomposition analysis of the change in the number of under-5 deaths related to changes in various factors, from 1990-2013. The results were published in The Lancet in May 2014 in "Global, regional, and national levels of neonatal, infant, and under-5 mortality during 1990-2013: a systematic analysis from the Global Burden of Disease Study 2013."

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally and for 21 regions. The fifth Millennium Development Goal (MDG 5) established the goal of a 75% reduction in the maternal mortality ratio between 1990 and 2015.

This dataset provides the number of maternal deaths by cause and by timing with respect to delivery, and the maternal mortality ratio, for 188 countries, 21 regions, and globally by age group and sex, for 1990-2013. The results were published in The Lancet in May 2014 in “Global, regional, and national levels and causes of maternal mortality during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.”

The Global Burden of Disease Study 2013 (GBD 2013), coordinated by the Institute for Health Metrics and Evaluation (IHME), estimated the burden of diseases, injuries, and risk factors globally and for 21 regions. This dataset provides prevalence of overweight and obesity, and obesity alone, for 188 countries, 21 regions, and globally by age group and sex, for 1990-2013. The results were published in The Lancet in May 2014 in "Global, regional, and national prevalence of overweight and obesity in children and adults during 1980–2013: a systematic analysis for the Global Burden of Disease Study 2013."

Updated estimates from GBD 2015 are now available.

The dataset contains adult congenital heart disease estimates and projections produced at the Institute for Health Metrics and Evaluation in collaboration with the University of Washington Department of Medicine. Estimates and projections are for 1970 to 2050 for the United States. The files include data extracted from the National Health Interview Survey and National Vital Statistics System as well as data analysis source code used to produce the estimates. The archive is associated with the following publication:

Benziger CP, Stout K, Zaragoza-Macias E, Bertozzi-Villa A, Flaxman AD. Projected growth of the adult congenital heart disease population in the United States to 2050: an integrative systems modeling approach. Population Health Metrics. 2015; 13:29. doi:10.1186/s12963-015-0063-z. URL: http://www.pophealthmetrics.com/content/13/1/29.

These data provide results from IHME's Malaria Control Policy Assessment (MCPA) project. Trend estimates are provided at country and district levels for a range of indicators including under-5 mortality, prevalence of childhood underweight, sociodemographic factors such as mean household size and average years of education, and coverage of child and maternal health interventions including malaria control, immunizations, exclusive breastfeeding, antenatal care, and skilled birth attendance for years 1990-2010.

IHME research published in Population Health Metrics in March 2014, "Cigarette smoking prevalence in US counties: 1996-2012," provides prevalence estimates by county, year, and sex from 1996-2012. These files also include annualized rates of change by county.

These are IHME results data from a global analysis of tobacco use published in the Journal of the American Medical Association in January 2014.  The study, "Smoking Prevalence and Cigarette Consumption in 187 countries, 1980-2012," provides smoking prevalence, cigarette consumption, and annual rate of change estimates by country and sex from 1980 to 2012. 

These data were collected as part of the Population Health Metrics Research Consortium (PHMRC) project. The files contain verbal autopsies (VAs) that were collected at six sites in four countries (India, Mexico, Tanzania, and the Philippines) using a standardized VA questionnaire developed by the PHMRC. The three datasets correspond to the main questionnaire subcomponents: neonate, child, and adult. The individual VAs are matched with "gold standard" diagnoses of underlying causes of death, which were established from medical records using stringent diagnostic criteria, including laboratory, pathology and medical imaging findings. All "open narrative" portions of the VAs were parsed for individual words or stems, which are included as variables in the final dataset, to remove any potentially identifying information in that portion of the interview. Variables that were analyzed as "health care experience" in past research are identified in the codebook.

The GBD Study 2010 (http://www.healthdata.org/gbd) estimated the burden of diseases, injuries, and risk factors globally and for 21 regions for 1990 and 2010.

These files provide estimates for relative risks due to exposure to particulate matter for ischemic heart disease, stroke, chronic obstructive pulmonary disease, lung cancer, acute lower respiratory infection, and the code used to create the estimates. The integrated exposure response curve is based on studies on exposure to ambient air pollution, second hand tobacco smoke, household air pollution, and active smoking.

The GBD Integrated Exposure-Response functions were published in the Journal of Environmental Health Perspectives and presented at the 2013 annual meeting of the International Society for Environmental Epidemiology in Basel, Switzerland (http://ehp.niehs.nih.gov/ehbasel13/?s=burnett ).  The paper and slides from the presentation are provided here.

IHME research, published in the journal AIDS provides estimates of health loss from HIV/AIDS as mesaured in DALYs, or disability-adjusted life years for 187 countries for years 1990-2010.  The study, The burden of HIV: insights from the GBD 2010, is part of the Global Burden of Diseases, Injuries, and Risk Factors 2010 (GBD 2010) Study.

IHME research, published in Population Health Metrics in July 2013, provides physical activity and obesity prevalence estimates by county and sex in the United States from 2001-2011.  The study, "Prevalence of physical activity and obesity in US counties, 2001-2011: a road map for action" examined county-level changes in physical activity and obesity.

IHME research, published in Population Health Metrics in July 2013, provides life expectancy data by county and sex in the United States from 1985-2010. The study, "Left Behind: Widening Disparities for Men and Women in US County Life Expectancy, 1985-2010," examines large disparities seen in life expectancy across communities. A previous study done by IHME provided US state and county life expectancy numbers by sex and race for the years 1987-2009.

The GBD Study 2010 estimated the burden of diseases, injuries, and risk factors globally and for 21 regions for 1990 and 2010. The study was implemented as a collaboration of IHME as coordinating center, University of Queensland, Harvard School of Public Health, Johns Hopkins Bloomberg School of Public Health, University of Tokyo, Imperial College London, and WHO.

These data provide results for the burden of disease and injury in the United States: deaths, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life years (DALYs). The results were published in the Journal of the American Medical Association in July 2013 in “The state of US health, 1990-2010: burden of diseases, injuries, and risk factors.”

The GBD Study 2010 estimated the burden of diseases, injuries, and risk factors globally and for 21 regions for 1990 and 2010. The study was implemented as a collaboration of Institute for Health Metrics and Evaluation (IHME) as coordinating center, University of Queensland, Harvard School of Public Health, Johns Hopkins Bloomberg School of Public Health, University of Tokyo, Imperial College London, and WHO.

This dataset provides results for the burden of disease and injury in the United Kingdom. Metrics provided are deaths, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life years (DALYs). The results were published in The Lancet in March 2013 in "UK health performance: findings of the Global Burden of Disease Study 2010."

IHME research, published in PLOS ONE, provides hypertension data by county, race, and sex for adults over 30 years of age in the United States for 2001 and 2009. The study, "Prevalence, awareness, treatment, and control of hypertension in the United States Counties, 2001-2009," examines awareness, treatment, and control of hypertension for every county.

The GBD Study 2010 estimated the burden of diseases, injuries, and risk factors globally and for 21 regions for 1990 and 2010. The study was implemented as a collaboration of Institute for Health Metrics and Evaluation (IHME) as coordinating center, University of Queensland, Harvard School of Public Health, Johns Hopkins Bloomberg School of Public Health, University of Tokyo, Imperial College London, and WHO.

This dataset provides population estimates for each of the 21 GBD regions. Estimates are given for 1970 through 2010, by age and sex.

The GBD Study 2010 estimated the burden of diseases, injuries, and risk factors globally and for 21 regions for 1990 and 2010. The study was implemented as a collaboration of Institute for Health Metrics and Evaluation (IHME) as coordinating center, University of Queensland, Harvard School of Public Health, Johns Hopkins Bloomberg School of Public Health, University of Tokyo, Imperial College London, and WHO.

One dataset provides number of deaths and mortality rates for 187 countries, 21 regions, and globally by age group and sex, for 1970, 1980, 1990, 2000 and 2010. The other provides the probabilities of dying between the ages of 15 and 60 (45q15), the probabilities of dying between birth and age 5 (5q0), and mean ages of death for the same geographies and years, and by sex. The results were published in The Lancet in December 2012 in "Age-specific and sex-specific mortality in 187 countries, 1970-2010: a systematic analysis for the GBD Study 2010."

The GBD Study 2010 estimated the burden of diseases, injuries, and risk factors globally and for 21 regions for 1990 and 2010. The study was implemented as a collaboration of Institute for Health Metrics and Evaluation (IHME) as coordinating center, University of Queensland, Harvard School of Public Health, Johns Hopkins Bloomberg School of Public Health, University of Tokyo, Imperial College London, and WHO.

This dataset provides the disability weights with uncertainty intervals for 220 unique health states used to estimate non-fatal health outcomes in the GBD 2010 Study. The data were published in The Lancet in December 2012 in the paper “Common values in assessing health outcomes from disease and injury: disability weights measurement study for the Global Burden of Disease Study 2010.”

The GBD Study 2010 estimated the burden of diseases, injuries, and risk factors globally and for 21 regions for 1990 and 2010. The study was implemented as a collaboration of Institute for Health Metrics and Evaluation (IHME) as coordinating center, University of Queensland, Harvard School of Public Health, Johns Hopkins Bloomberg School of Public Health, University of Tokyo, Imperial College London, and WHO.

This dataset provides four metrics with uncertainty intervals for 291 diseases and injuries: deaths, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life years (DALYs) by region, age, and sex. The results were published in The Lancet in December 2012 in "Global and regional mortality from 235 causes of death for 20 age groups," "Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990-2010," and "Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990-2010."

The GBD Study 2010 estimated the burden of diseases, injuries, and risk factors globally and for 21 regions for 1990 and 2010. The study was implemented as a collaboration of Institute for Health Metrics and Evaluation (IHME) as coordinating center, University of Queensland, Harvard School of Public Health, Johns Hopkins Bloomberg School of Public Health, University of Tokyo, Imperial College London, and WHO.

This dataset provides results for the burden of disease and injury attributable to 67 risk factors, including the contribution to specific diseases and injuries. Metrics provided are deaths, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life years (DALYs). Results are available for 1990 and 2010 by age and sex with uncertainty intervals. The results were published in The Lancet in December 2012 in "A comparative risk assessment of burden of disease and injury attributable to 67 risk factor and risk factor clusters."

The GBD Study 2010 estimated the burden of diseases, injuries, and risk factors globally and for 21 regions for 1990 and 2010. The study was implemented as a collaboration of Institute for Health Metrics and Evaluation (IHME) as coordinating center, University of Queensland, Harvard School of Public Health, Johns Hopkins Bloomberg School of Public Health, University of Tokyo, Imperial College London, and WHO.

This dataset provides decennial results for 1970-2010 for life expectancy and results for 1990 and 2010 for healthy life expectancy (HALE), which summarizes mortality and non-fatal outcomes in a single measure of average population health. HALE and life expectancy results were published in The Lancet in December 2012 in the papers “Healthy life expectancy for 187 countries, 1990-2010: a systematic analysis for the GBD Study 2010,” and "Age‐specific and sex‐specific mortality in 187 countries, 1970–2010: a systematic analysis for the Global Burden of Disease Study 2010."

IHME research published in PLOS Medicine in October 2013, "Mortality in Iraq Associated with the 2003-2011 War and Occupation: Findings from a National Cluster Sample Survey by the University Collaborative Iraq Mortality Study," provides estimates of all cause mortality from 2001 to 2011. The files include data collected by two stage cluster sampling and data analysis source code used to produce estimates.

IHME research provides estimates on the discrepancies between calculated and reported changes in body weight and obesity prevalence between 2008 and 2009 among repeated cross-sections of US adults participating in the Behavioral Risk Factor Surveillance System (BRFSS). Results of the study were published in Preventive Medicine in August 2012 in "In denial: misperceptions of weight among adults in the United States."

IHME research published online in Population Health Metrics in July 2012. The study, Developing a comprehensive time series of GDP per capita for 210 countries from 1950 to 2015, provides a complete time series for these years in both US dollars and international dollars. This research also generated estimates for seven datasets that calculate GDP but were incomplete across years (World Bank, the United Nations Statistics Division, the International Monetary Fund, the University of Pennsylvania, and the University of Groningen).

This is a complete annual time series for life expectancy from 1987 to 2009 by U.S. state and U.S. county. The datasets provide life expectancy estimates by sex and race (total, white, black). These numbers update the 1987-2007 life expectancy results published by IHME in 2011.

The updated results still show large disparities nationwide whether urban or rural, with men's lifespans improving faster than women, and life expectancy for black Americans (both male and female) improving faster than for white Americans.

IHME research, published in The Lancet, provides estimates of malaria mortality and cumulative probability of death from malaria for 105 countries with local malaria transmission. The study, Global malaria mortality between 1980 and 2010: a systematic analysis, is part of the Global Burden of Diseases, Injuries, and Risk Factors 2010 Study.

IHME research, published in The Lancet, provides estimates of breast and cervical cancer incidence and mortality for women aged 15-79 for 187 countries. The study, "Breast and cervical cancer in 187 countries between 1980 and 2010: a systematic analysis," collected data on mortality and incidence for breast and cervical cancer and examined trends in reproductive aged women (ages 15-49) compared to women ages 15-79, as well as country and regional trends.

IHME results data from global analysis of child mortality for years 1990-2011 published online in The Lancet in September 2011. The study, "Progress towards Millennium Development Goals 4 and 5 on maternal and child mortality: an updated systematic analysis," provides global and country level estimates of child mortality rates, the number of child deaths, and the annualized rate of decline in child mortality. Additionally, estimates of when each country will achieve MDG 4 are provided.Countries that will achieve MDG 4 after 2040 have the value, "2040+."

This study included maternal mortality estimates, also available in the GHDx.

IHME results data from global analysis of maternal mortality for years 1990-2011 published online in The Lancet in September 2011. The study, "Progress towards Millennium Development Goals 4 and 5 on maternal and child mortality: an updated systematic analysis," provides global and country level estimates of the maternal mortality ratio (MMR - the number of maternal deaths per 100,000 live births), the number of maternal deaths, and the annualized rate of decline in MMR. Additionally, estimates of when each country will achieve MDG 5 are provided. Countries that will achieve MDG 5 after 2040 have the value, "2040+."

This study included child mortality estimates, also available in the GHDx.

This is a complete time series for life expectancy from 1987 to 2007 for all US counties, and released as part of IHME research published in Population Health Metrics. The study, "Falling behind: life expectancy in US counties from 2000 to 2007 in an international context," was published June 15, 2011. Results show large disparities nationwide.

Note: The 3,141 US counties were merged into 2,357 clusters for this research. This was done to account for changes in county definitions over time and low death counts in some counties. Counties with fewer than 7,000 males or 7,000 females were joined with neighboring counties in the same state of similar size, income, and percent of population reported as black or Native American until the cutoff was met. Within the dataset, counties in the same cluster will have the same results.

Hepatitis C prevalence estimates produced at the Institute for Health Metrics and Evaluation as part of the Global Burden of Disease (GBD) project. Estimates are for 1990 and 2005, by GBD region. The files include data extracted from systematic literature review and data analysis source code used to produce estimates. This research was published in: 

Mohd Hanafiah K, Groeger J, Flaxman AD, Wiersma ST. Global epidemiology of hepatitis C virus infection: New estimates of age-specific antibody to HCV seroprevalence. Hepatology. 2013 Apr;57(4):1333-42. doi: 10.1002/hep.26141. Epub 2013 Feb 4.  http://www.ncbi.nlm.nih.gov/pubmed/23172780.

IHME research, published in the Bulletin of the World Health Organization, analyzed the most surveys on high cholesterol to date to generate estimates of prevalence rates, treatment rates, and control rates with confidence intervals for eight countries. The study, "High total serum cholesterol, medication coverage and therapeutic control: an analysis of national health examination survey data from eight countries," covers England, Germany, Japan, Jordan, Mexico, Scotland, Thailand, and the United States. It reveals a wide gap in how patients with high cholesterol are treated in the countries studied.

IHME research, published in the Bulletin of the World Health Organization, assesses the relationships between the observed drop in mean systolic blood pressure and the use of antihypertensive medication and lifestyle factors, including body mass index, physical activity, alcohol consumption, cigarette smoking, and dietary salt intake.

IHME research, published in the American Journal of Epidemiology, studied interviews and hearing loss tests from four nationally representative surveys that were conducted between 1976 and 2006 on men and women ages 20-69. The research team developed a methodology for standardizing the surveys and used all available data to find the true trend in hearing loss reduction.

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