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Rehabilitation of Older Adults with Dementia After Hip Fracture

OBJECTIVES: To evaluate the effects of postoperative rehabilitation on the outcomes of older adults with dementia who experienced hip fracture. DESIGN: Retrospective cohort study. SETTING: […]

Risk of rhabdomyolysis from 5‐α reductase inhibitors

Abstract Purpose: A recent regulatory warning and case reports have described the development of muscle complications with the use of 5‐α reductase inhibitors (5ARIs). We […]

Respiratory health service utilization of children with neuromuscular disease

Abstract Objectives To quantify health service utilization including assessment, monitoring, and treatment of respiratory complications of children with neuromuscular disease (NMD), identifying practice variation and […]

Community palliative care initiatives to reduce end-of-life hospital utilization and in-hospital deaths: A population-based observational study evaluating two home care interventions

Abstract Context The end-of-life period is characterized by increased hospital utilization despite patients’ preferences to receive care and die at home. Objectives To evaluate the […]

Acute vs cumulative benefits of metformin use in patients with type 2 diabetes and heart failure

Abstract   Aims To evaluate the association between metformin use and heart failure (HF) exacerbation in people with type 2 diabetes (T2D) and pre‐existing HF […]

Understanding the impact of a multispecialty electronic consultation service on family physician referral rates to specialists: a randomized controlled trial using health administrative data

Abstract Background Electronic consultation (eConsult) services are secure online applications facilitating provider-to-provider communication. They have been found to improve access to specialist care. However, little […]

Patient-Reported Symptoms Improve Performance of Risk Prediction Models for Emergency Department Visits Among Patients With Cancer: A Population-Wide Study in Ontario Using Administrative Data

Abstract Context Prior work shows measurements of symptom severity using the Edmonton Symptom Assessment System (ESAS) which are associated with emergency department (ED) visits in […]

Epidemiology of Interpersonal Trauma among Women and Men Psychiatric Inpatients: A Population-Based Study

Abstract Objective Small clinical samples suggest that psychiatric inpatients report a lifetime history of interpersonal trauma. Since past experiences of trauma may complicate prognosis and […]

The impact of psychiatric and medical comorbidity on the risk of mortality: a population-based analysis

Abstract Background As life expectancy increases, more people have chronic psychiatric and medical health disorders. Comorbidity may increase the risk of premature mortality, an important […]

In-Hospital Outcomes of Patients on Maintenance Dialysis With Frailty: 10-year Results From the US National Inpatient Sample Database

Abstract Objective The in-hospital mortality rate of patients with end-stage renal disease (ESRD) is 6-8 times greater than that of the general population. A large […]

Overuse or underuse? Use of healthcare services among irregular migrants in a north-eastern Spanish region

Abstract Background There is little verified information on global healthcare utilization by irregular migrants. Understanding how immigrants use healthcare services based on their needs is […]

Health Service Utilization and Costs at the Outset of a Permanent Supportive Housing Program

Abstract Research Questions How do permanent supportive housing (PSH) programs help health systems address the social determinants of health and generate potential cost-savings? What methods […]

Assessing the Impact of Early Identification of Patients Appropriate for Palliative Care on Resource Use and Costs in the Final Month of Life

ABSTRACT Purpose This study evaluates whether an intervention to identify Canadian patients eligible for a palliative approach changes the use of health care resources and […]

Diagnosis of Chronic Hepatitis B Peri‐Complication: Risk factors and Trends over Time

Abstract Background & Aims Hepatitis B virus (HBV) is a major cause of chronic liver disease, which can progress to cirrhosis, hepatocellular carcinoma, and death. […]

Frailty is Independently Associated with Worse Outcomes Following Elective Anatomic Lung Resection

Abstract Background Frailty has been widely recognized as a predictor of postoperative outcomes. Given the paucity of standardized frailty measurements in thoracic procedures, we aimed […]

Multimorbidity networks of chronic obstructive pulmonary disease and heart failure in men and women: Evidence from the EpiChron Cohort

Abstract Objective Patients with heart failure (HF) and/or chronic obstructive pulmonary disease (COPD) constitute a complex population with different phenotypes based on pathophysiology, comorbidity, sex […]

A systematic review of risk stratification tools internationally used in primary care settings

Abstract Background and Aims In our current healthcare situation, burden on healthcare services is increasing, with higher costs and increased utilization. Structured population health management […]

Association Between Exposure of Children to General Anesthesia and Autism Spectrum Disorder

Abstract Objective This study tested the hypothesis that exposure of children prior to their third birthday to procedures requiring general anesthesia is associated with an […]

Periodic screening for breast and cervical cancer in women with diabetes: a population-based cohort study

Abstract Purpose Diabetes is associated with poorer cancer outcomes. Screening for breast and cervical cancer is recommended by clinical guidelines; however, utilization of these tests […]

Cohort study of team-based care among marginalized people who use drugs in Ottawa

Abstract Objective To describe team-based care use among a cohort of people who use drugs (PWUD) and to determine factors associated with receipt of team-based […]

Intellectual/developmental disabilities among people incarcerated in federal correctional facilities in Ontario, Canada: Examining prevalence, health and correctional characteristics

Abstract Background There is little research with people who experience intellectual/developmental disabilities and imprisonment. Methods The study linked health and correctional data to examine prevalence […]

Identifying individuals with complex and long-term health-care needs using the Johns Hopkins Adjusted Clinical Groups System: A comparison of data from primary and specialist health care

Abstract Aims: This study aimed to present the Johns Hopkins Adjusted Clinical Groups (ACG) System risk stratification profile of a total adult population of somatic […]

Post-discharge Home Care Services Use, Long-Term Care Placement, and Survival in Older Adults with Major Trauma: a Population-Based Cohort Study from Ontario, Canada

Abstract Background There are few studies describing health services use and longer-term survival in older adults with major injuries. Our objectives were to characterize the […]

Concurrent Emergency Department Use by a New Mother With a Disability and Her Newborn

ABSTRACT OBJECTIVES To assess the risk of concurrent emergency department use (Co-ED) among women with a preexisting disability and their infants. METHODS This population-based cohort […]

Healthcare utilization among survivors of childhood and adolescent cancer: a population-based study

Abstract Introduction Survivors of childhood and adolescent cancers are at increased risk for late effects. Few studies have investigated if this translates into increased healthcare […]

Longitudinal population-based analysis of diabetic retinopathy screening rates for newly diagnosed diabetes in Ontario

Abstract Purpose To evaluate longitudinal trends and determinants of diabetic retinopathy (DR) screening uptake over 10 years among adults with newly diagnosed diabetes in Ontario, […]

Health Care Use and Outcomes Among Participants Enrolled in the Mayo Clinic Primary Care House Call Program: A Case-Control Study

Abstract Introduction/Objectives: House call programs provide care for homebound patients. We conducted a case-control study to compare hospitalization and/or emergency department (ED) use by patients […]

Assessing the impact of delivery method on severe maternal morbidity among individuals with inflammatory bowel disease: a population-based study

Abstract Background & Aims Individuals with inflammatory bowel disease (IBD) may have worse obstetrical outcomes than those without IBD. We assessed the odds of severe […]

Access to care and outcomes for neuroendocrine tumours: does socioeconomic status matter?

ABSTRACT Introduction Neuroendocrine tumours (nets) are a poorly understood malignancy lacking standardized care. Differences in socioeconomic status (ses) might worsen the effect of non-standardized care. […]

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Analyzing Care Needs for Your Medicare Advantage Enrollees – White Paper

For health plans in the Medicare Advantage space, a strategy for effectively managing the care, quality and risk of members is crucial. This includes understanding […]

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Patient selection based on segmentation and predictive modeling

Patient selection based on segmentation and predictive modeling in the Comprehensive Care for Multimorbid Adults Program (CC-MAP)Presented by:Efrat Shadmi, PhD, RN, Associate Professor at the […]

Similar multimorbidity patterns in primary care patients from two European regions: results of a factor analysis

PLoS One 9:e100375. Aragón Health Sciences Institute, Zaragoza, Spain; Maastricht University, Maastricht, The Netherlands; Department of General Practice, KU Leuven, Belgium. OBJECTIVE: To compare the […]

A retrospective evaluation of the behaviour of groups under out-patient care at a health center

Aten Primaria 21:36-42. Published in Spanish. Escuela Andaluza de Salud Pública de Granada, Granada, Spain OBJECTIVES: To study and analyse the Out-Patient Care Groups (OCGs), […]

Physical health and gender as risk factors for usage of services for mental illness

J Epidemiol Community Health 68:971-978. Institute for Clinical Evaluative Sciences, Toronto, ON, Canada; University of Toronto, Toronto, ON, Canada; St. Michael’s Hospital, Toronto, ON, Canada; […]

Health-related quality of life and multimorbidity in community-dwelling telecare-assisted elders in the Basque Country

Eur J Intern Med 26:169-175. Basque Institute for Healthcare Innovation, Barakaldo, Spain; Osakidetza, Basque Health Service, Erandio, Spain; Osatek S.A., Public Society of the Basque […]

The association between diabetes and breast cancer stage at diagnosis: a population-based study

Breast Cancer ResTreat 150:613-620. Women’s College Research Institute, Women’s College Hospital, Toronto, ON, Canada Women with diabetes have higher breast cancer incidence and mortality. The […]

Cost-minimizing risk adjustment

J Health Econ 21:515-530. Center for Health Quality, Outcomes and Economic Research, Boston University School of Public Health, Bedford, MA, USA Conventional risk adjustment, which […]

Association of frailty and 1-year postoperative mortality following major elective noncardiac surgery: a population-based cohort study

JAMA Surg. University of Ottawa, Ottawa, ON, Canada; Institute for Clinical Evaluative Sciences, Ottawa, ON, Canada; Ottawa Hospital, Ottawa, ON, Canada; Ottawa Hospital Research Institute, […]

Utilization of clinical tools to understand health-care differences of the Discovery Health population

BMC Health Serv Res 10:A18. Discovery Health, Johannesburg, Gauteng, South Africa INTRODUCTION: Various clinical tools exist that categorize health-care data into homogenous cohorts. The tools […]

Patient-mix differences among ambulatory providers and their effects on utilization and payments for Maryland Medicaid users

Med Care 31:1119-1137. Policy and Health Statistics Administration, Maryland Department of Health and Mental Hygiene, Baltimore, MD, USA Characteristics of the usual source of care […]

Clinical features of high-risk older persons identified by predictive modeling

Dis Manag 9:56-62. Johns Hopkins HealthCare, Glen Burnie, MD, USA The objective of this study was to describe the clinical features of older persons identified […]

Validation of ACG Case-mix for equitable resource allocation in Swedish primary health care

BMC Public Health 9:347. Blekinge Centre of Competence, Karlskrona, Sweden BACKGROUND: Adequate resource allocation is an important factor to ensure equity in health care. Previous […]

Review: health care utilization and costs of elderly persons with multiple chronic conditions

Med Care Res Rev 68:387-420. University Medical Center, Hamburg-Eppendorf, Germany This systematic literature review identified and summarized 35 studies that investigated the relationship between multiple […]

How health status affects progress and performance in school: a population-based study

Can J Public Health 99:344-349. Manitoba Centre for Health Policy and Department of Community Health Sciences, Faculty of Medicine, University of Manitoba, Winnipeg, MB, Canada […]

Are cervical cancer screening rates different for women with schizophrenia? A Manitoba population-based study

Schizophr Res 113:101-106. Department of Community Health Sciences, University of Manitoba, Manitoba Centre for Health Policy, Winnipeg, MB, Canada CONTEXT: Barriers to cervical cancer screening […]

Clinical categories of patients and encounter rates in primary health care – a three-year study in defined populations

BMC Public Health 6:35. Center for Family and Community Medicine, Neurotec Department, Karolinska Institute, Stockholm, Sweden BACKGROUND: The objective was to estimate the proportion of […]

Developing and evaluating performance measures for ambulatory care quality: a preliminary report of the DEMPAQ project

Jt Comm J Qual Improv 19:552-565. Department of Health Policy and Management, Harvard School of Public Health, Boston, MA, USA Because of the focus on […]

Adjusting for risk selection in state health insurance exchanges will be critically important and feasible, but not easy

Health Aff 31:306-315. Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA The Affordable Care Act calls for the establishment of state-level health insurance […]

Abdominal fat from spine dual-energy x-ray absorptiometry and risk for subsequent diabetes

J Clin Endocrinol Metab 95:3272-3276. University of Manitoba, Winnipeg, MB, Canada CONTEXT: Abdominal obesity is a major risk factor for diabetes. Dual-energy x-ray absorptiometry (DXA) […]

Reducing the burden of morbidity and medical utilization of older patients by outpatient geriatric services: Implications to primary health-care settings

Geriatr Gerontol Int 12:612-621. Department of Medical Affairs and Planning, National Yang Ming University, Taipei, Taiwan. AIM: That geriatric evaluation and management (GEM) is associated […]

Predicting resource utilization in a Veterans Health Administration primary care population: comparison of methods based on diagnoses and medications

Med Care 42:123-128. Medical Service, Iowa City VA Medical Center, Iowa City, IA, USA BACKGROUND: Valid methods of predicting resource utilization in primary care populations […]

Predictors of children’s healthcare use: the value of child versus parental perspectives on healthcare needs

Med Care 42:232-238. Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA OBJECTIVE: The objective of this study […]

Comparing self-reported health status and diagnosis-based risk adjustment to predict 1- and 2 to 5-year mortality

Health Serv Res 42:629-643. Houston Center for Quality of Care and Utilization Studies, Health Services Research and Development Service, Michael E. DeBakey VA Medical Center, […]

Does the pharmacy expenditure of patients always correspond with their morbidity burden? Exploring new approaches in the interpretation of pharmacy expenditure

BMC Public Health 10:244. Aragon Health Sciences Institute, Zaragoza, Spain BACKGROUND: The computerisation of primary health care (PHC) records offers the opportunity to focus on […]

Influenza vaccination and all-cause mortality in community-dwelling elderly in Ontario, Canada, a cohort study

Vaccine 29:240-246. Institute for Clinical Evaluative Sciences, Toronto, ON, Canada The objective of this study was to evaluate the effectiveness of influenza vaccines in reducing […]

Estimating influenza vaccine effectiveness in community-dwelling elderly patients using the instrumental variable analysis method

Arch Intern Med 172:484-491. Institute for Clinical Evaluative Sciences, Toronto, ON, Canada BACKGROUND: Estimates of influenza vaccine effectiveness in elderly individuals are largely from observational […]

Short-run associations between medical care expenditures and adherence to clinical practice guideline-based measures for diabetes

Value Health 3 Suppl 1:29-38. MEDSTAT Group, Inc., Ann Arbor, MI, USA OBJECTIVES: To estimate relationships between medical care expenditures in 1996 and adherence to […]

Prospects of Adjusted Clinical Groups (ACG’s) in capitated payment risk adjustment

Rev Esp Salud Publica 80:55-65. Published in Spanish. Dirección de Planificación y Desarrollo Organizativo, Badalona, Serveis Assistencials, Badalona, Barcelona, Spain BACKGROUND: Most patient classification systems […]

Trend and variation of prescription drug cost in the veterans health-care system

Health Serv Manage Res 21:14-22. Department of Veterans Affairs Healthcare Network Upstate New York, Albany, NY, USA Using descriptive statistics, this paper revealed that the […]

Validating the Adjusted Clinical Groups [ACG] case-mix system in a Spanish population setting: a multicenter study

Gac Sanit 23:228-231. Published in Spanish. Dirección de Planificación, Badalona Servicios Asistenciales, S.A., Badalona, Barcelona, España. PURPOSE: To validate the Johns Hopkins ACG case-mix system […]

Co-morbidity and health care utilisation five years prior to diagnosis for depression

A register-based study in a Swedish population. BMC Public Health 11:552. Department of Medical and Health Sciences, Family Medicine, Linköping University, Linköping, Sweden BACKGROUND: Depressive […]

Modeling factors influencing the demand for emergency department services in Ontario: a comparison of methods

BMC Emerg Med 11:13. Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada BACKGROUND: Emergency departments are medical treatment facilities, designed to […]

Clinical outcomes after bariatric surgery: a five-year matched cohort analysis in seven US states

Obes Surg 22:749-763. Center for Health Care Research and Policy, MetroHealth Medical Center/Case Western Reserve University, Cleveland, OH, USA BACKGROUND: Bariatric surgery is the most […]

Treatment profiles and costs of patients with chronic pain in the population setting

Clinicoecon Outcomes Res 4:39-47. Dirección de Planificación, Badalona Serveis Assistencials, Barcelona, Spain BACKGROUND: The purpose of this study was to gather information about analgesic drug […]

Multi-institutional sharing of electronic health record data to assess childhood obesity

PLoS One 8:e66192. Children’s Hospital of Philadelphia, Philadelphia, PA, USA; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA OBJECTIVE: To evaluate the validity […]

Comorbidity in patients with chronic obstructive pulmonary disease in family practice: a cross sectional study

BMC Fam Pract 14:11. Multiprofessional Education Unit for Family and Community Care (South-east), Madrid, Spain BACKGROUND: Chronic obstructive pulmonary disease (COPD) is frequent and often […]

The contributions of First Nations ethnicity, income, and delays in surgery on mortality post-fracture: a population-based analysis

Osteoporos Int 24:1247-1256. Department of Medicine, University of Manitoba, Winnipeg, MB, Canada We examined the independent contributions of First Nations ethnicity and lower income to […]

My dad was not a prepaid group practice patient

Health Aff W4:70-72. Project Hope, Millwood, VA, USA The author’s father was a psychiatrist, a concerned citizen, and a Medicare patient. He died recently after […]

Keep it simple? Predicting primary health care costs with clinical morbidity measures

J Health Econ 35C:109-122. University of Bristol, Bristol, UK; University of York, York, UK Models of the determinants of individuals’ primary care costs can be […]

Impact of a high-deductible health plan on outpatient visits and associated diagnostic tests

Med Care 52:86-92. Harvard University; Harvard Medical School; Harvard Pilgrim Healthcare Institute, Harvard Medical School, Boston, MA, USA BACKGROUND: By shifting a greater share of […]

Vitamin D, asthma prevalence and asthma exacerbations: a large adult population-based study

Allergy. Allergy and Clinical Immunology Unit, Meir Medical Center, Kfar Saba, Israel; Sackler Faculty of Medicine, Tel Aviv University, Israel. BACKGROUND: The impact of low […]

Assessing Markers From Ambulatory Laboratory Tests for Predicting High-Risk Patients

ABSTRACT Objectives: This exploratory study used outpatient laboratory test results from electronic health records (EHRs) for patient risk assessment and evaluated whether risk markers based on […]

Profils de multimorbidite et caracteristiques demographiques – patients inscrits dans les groupes de medecine de famille de Montreal (GMF)

Montreal, QC, Canada: Montreal Health and Social Services Agency. Montreal Health and Social Services Agency, Montreal, QC, Canada La coexistence de plusieurs maladies chroniques est […]

Metformin use is associated with lower cervical cancer specific mortality

Radiation Oncology 93:S10. University of Toronto, Toronto, ON, Canada; Women’s College Hospital, Toronto, ON, Canada Purpose/Objective(s): While meta-analysis has shown metformin use in diabetic patients […]

Impact of physician and center case volume on the adequacy of cardiac monitoring during adjuvant trastuzumab in breast cancer

2013 Breast Cancer Symposium. Abstract 128. J Clin Oncol 31 (suppl 26; abstr 128). University of Toronto, Toronto, ON, Canada; St. Michael’s Hospital, Toronto, ON, […]

Ambulatory Care Groups as a primary care patient classification system

Cuadernos de Gestión 6:19-24. Published in Spanish. Fundació Jordi Gol i Gurina, Barcelona, Spain No abstract

Adjusted Clinical Groups – an instrument to predict resource use: a population-based healthcare management tool

Gesundheits- und Sozialpolitik 1-2:8-15. Published in German. Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA Advances in information technology, electronic billing, and diagnostic […]

Applicability of predictive risk groupers to MHS data model. Deliverable 8: interim analysis of results

Reston, VA, USA: AdvanceMed Corp. AdvanceMed Corp., Reston, VA, USA AdvanceMed Corporation, a DynCorp company, is supporting the TRICARE Management Activity (TMA) and its health […]

Risk adjustment for asthma: variations by methodology and implications for providers

Working paper: Informed Purchasing Series. Hamilton, NJ, USA: Center for Health Care Strategies. Center for Health Programs Development and Management, University of Maryland, Baltimore County, […]

From theory to application: the implementation of risk adjustment for Minnesota Medicaid

Minneapolis, MN, USA: Park Nicollet Institute, Minnesota Department of Health, Minnesota Department of Human Services. Park Nicollet Institute and Minnesota Department of Health, Minneapolis, MN, […]

Impact of continuity of care and provider factors on medication adherence in patients with hypertension

Baltimore, MD, USA: Johns Hopkins University (doctoral dissertation). Johns Hopkins University, Baltimore, MD, USA STATEMENT OF THE PROBLEM: Hypertension is one of the most common […]

Understanding approaches to case-mix assessment and case-mix adjustment

JHQ Online :W5-24 – W5-29. McKesson Medical Management Group, Newton, MA. Rising healthcare costs coupled with diminishing financial  resources are stimulating changes in the organization […]

Diabetes, gender and neighbourhood ethnicity: inequalities in healthcare resource utilization

Canadian Journal of Diabetes 33:281. Provincial Health Services Authority, Vancouver, BC, Canada AIMS: Lower utilization of medical resources by immigrants are often observed in self-reported […]

Mortalidad por cualquier causa e incidencia de enfermedad cardiovascular en hipertensos con perfil tipo Anglo-Scandinavian Cardiac Outcomes Trial en un ambito poblacional espanol

Aten Primaria 42:420-430. Published in Spanish. Dirección de Planificación, Badalona Serveis Assistencials S.A., Badalona, Barcelona, Spain OBJECTIVES: Mediterranean populations are traditionally considered to be associated […]

Development of a Medical Productivity Index for health insurance beneficiaries

Insurance Markets and Companies: Analyses and Actuarial Computations 2:7-15. University of Minnesota, Minneapolis, MN, USA In this paper, a Medical Productivity Index (MPI) is proposed […]

Des indicateurs de qualité à l’intention des professionnels et des gestionnaires des services de première ligne

Institut national d’excellence en santé et en services sociaux (INESSS). Rapport rédigé par Marie-Dominique Beaulieu, Marie‐Pascale Pomey, Brigitte Côté, Claudio Del Grande, Monia Ghorbel, Phuong […]

Social Housing in Manitoba

Winnipeg, MB, Canada: Manitoba Centre for Health Policy. Manitoba Centre for Health Policy, Winnipeg, MB, Canada The Manitoba Centre for Health Policy (MCHP) in conjunction […]

Clinical integration of the chronic patient

Enfermeria Clnica 24:35-43. Published in Spanish. Gerencia del Servicio de Salud de Castilla-La Mancha (SESCAM), Toledo, Spain Castilla-La Mancha Health Service is developing the integration […]

Risk Stratification – An introduction to the basics

This document provides a high-level overview of what risk stratification is its relevance to the health service and some things to consider when using risk […]

Thai Health Financing Arrangements

Naresuan University Ambulatory casemix systems and Thai health financing arrangements Supasit Pannarunothai Faculty of Medicine

Tuesday-Utilization-Borgquist

BMC Public Health Co-morbidity and Health Care Utilisation Five Years Prior to Diagnosis for Depression: A Register-Based Study in a Swedish Population David Andersson Henrik […]

Monday-Care Coordination I-Muniz

Johns Hopkins ACG System The Development of a Coordination Risk Measure Patricio Muñiz

Improving Patient Care

Cricket Green Medical Practice, Mitcham, Surrey Improving Patient Care Using Risk Profiling in Primary Care Dr Simon Gilbert, GP

Tuesday(C6)-Bridging the Gap Between Payer Data and EHR Data —Rohan D’Souza

Bridging the Gap Between Payer Data and EHR Data —Rohan D’Souza, eClinicalWorks

Sunday-Overview of Version 11: Enhancements and Features-Salls

OVERVIEW OF VERSION 11: ENHANCEMENTS AND FEATURES  Overview of Version 11: Enhancements and Features —Amy Salls, DST Health Solutions

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Overview of the Johns Hopkins ACG System

Karen Kinder, PhD, MBA, Executive Director, ACG System, gives an overview of the ACG System and its various applications to solve health care challenges worldwide. Dr. Kinder highlights how the different users including health organizations, national and regional health authorities, clinic directors, and practitioners use the ACG System to improve accuracy and fairness in evaluating performance, identifying individuals at high risk, forecasting health care utilization, or setting equitable payment rates.