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Ash, Arlene

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overview	Biography: Arlene Ash, PhD, is Professor and Division Chief for Biostatistics and Health Services Research in the Department of Population and Quantitative Health Sciences at the University of Massachusetts Chan Medical School, and an internationally recognized methods expert in health services research. She pioneered tools for using administrative data to monitor and manage health care delivery systems, including those now used by the US Medicare program. In 1996, she co-founded DxCG, Inc. (now a part of Cotiviti) to promote “fair and efficient health care” via predictive software, and received AcademyHealth’s 2008 HSR Impact Award (“Risk-Based Predictive Modeling”). She was one of six appointees to the COPSS-CMS white paper project: “Statistical Issues in Assessing Hospital Performance.” Dr. Ash's UMass Chan team helps MassHealth incorporate social determinants of health into Medicaid/CHIP global payments. Her over 200 research publications reflect long-standing interests in gender, age, and racial disparities and quality, equity, and efficiency in health care financing and delivery. Other: American Statistical Association’s Committee on Scientific and Public Affairs (2003-present), Chair of its Subcommittee on Electoral Integrity (2004-2009). Founding member of two health centers, Chicago (1973-1976) Board of directors, Fenway Community Development Corporation (1981-2003) and President (1991-1994) Cofounder (1996) of DxCG, Inc., a predictive modeling health informatics company. DxCG (sold in 2004) is now the science division of Verisk Health, Inc. Peace Corps Volunteer (1967-69). Mathematics teaching. Mindanao State U, Philippines. Frequent lecturer on Women and Mathematics; encourager of young women to become mathematicians. Author of over 150 research publications. Fellow of the American Statistical Association and AcademyHealth. Recipient of numerous awards for work in statistical methods and applied research. Academic Background: Ph.D. University of Illinois, Chicago IL M.S. Washington University, St Louis, MO B.A. Harvard University, Cambridge, MA Research: Arlene Ash is a Ph.D.-level mathematician who has worked in medical schools as a health services research methodologist since 1984. Her areas of special interest and expertise include: design of experiments, building and validating models for predicting health care costs, utilization and other health outcomes in populations, comparing quality outcomes across providers, and conducting research into the causes and correlates of health disparities. She writes and lectures about a wide range of methods issues in study design, analysis and reporting, and has frequently led studies to evaluate the relative contributions to health outcomes of individual medical and social risks, medical interventions, and system-level factors.

Property

Value

overview

Biography:

Arlene Ash, PhD, is Professor and Division Chief for Biostatistics and Health Services Research in the Department of Population and Quantitative Health Sciences at the University of Massachusetts Chan Medical School, and an internationally recognized methods expert in health services research. She pioneered tools for using administrative data to monitor and manage health care delivery systems, including those now used by the US Medicare program. In 1996, she co-founded DxCG, Inc. (now a part of Cotiviti) to promote “fair and efficient health care” via predictive software, and received AcademyHealth’s 2008 HSR Impact Award (“Risk-Based Predictive Modeling”). She was one of six appointees to the COPSS-CMS white paper project: “Statistical Issues in Assessing Hospital Performance.” Dr. Ash's UMass Chan team helps MassHealth incorporate social determinants of health into Medicaid/CHIP global payments. Her over 200 research publications reflect long-standing interests in gender, age, and racial disparities and quality, equity, and efficiency in health care financing and delivery.

Other:

American Statistical Association’s Committee on Scientific and Public Affairs (2003-present), Chair of its Subcommittee on Electoral Integrity (2004-2009). Founding member of two health centers, Chicago (1973-1976) Board of directors, Fenway Community Development Corporation (1981-2003) and President (1991-1994) Cofounder (1996) of DxCG, Inc., a predictive modeling health informatics company. DxCG (sold in 2004) is now the science division of Verisk Health, Inc.

Peace Corps Volunteer (1967-69). Mathematics teaching. Mindanao State U, Philippines. Frequent lecturer on Women and Mathematics; encourager of young women to become mathematicians. Author of over 150 research publications. Fellow of the American Statistical Association and AcademyHealth. Recipient of numerous awards for work in statistical methods and applied research.

Academic Background:

Ph.D. University of Illinois, Chicago IL

M.S. Washington University, St Louis, MO

B.A. Harvard University, Cambridge, MA

Research:

Arlene Ash is a Ph.D.-level mathematician who has worked in medical schools as a health services research methodologist since 1984. Her areas of special interest and expertise include: design of experiments, building and validating models for predicting health care costs, utilization and other health outcomes in populations, comparing quality outcomes across providers, and conducting research into the causes and correlates of health disparities. She writes and lectures about a wide range of methods issues in study design, analysis and reporting, and has frequently led studies to evaluate the relative contributions to health outcomes of individual medical and social risks, medical interventions, and system-level factors.

One or more keywords matched the following items that are connected to Ash, Arlene

Item Type	Name
Academic Article	Rating long-term care facilities on pressure ulcer development: importance of case-mix adjustment.
Academic Article	Severity measurement methods and judging hospital death rates for pneumonia.
Academic Article	Judging hospitals by severity-adjusted mortality rates: the case of CABG surgery.
Academic Article	Evaluating pressure ulcer occurrence in long-term care: pitfalls in interpreting administrative data.
Academic Article	Black women receive less mammography even with similar use of primary care.
Academic Article	Using severity measures to predict the likelihood of death for pneumonia inpatients.
Academic Article	The importance of comorbidities in explaining differences in patient costs.
Academic Article	Refinements to the Diagnostic Cost Group (DCG) model.
Academic Article	The design and analysis of hospital utilization studies.
Academic Article	Judging hospitals by severity-adjusted mortality rates: the influence of the severity-adjustment method.
Academic Article	Do severity measures explain differences in length of hospital stay? The case of hip fracture.
Academic Article	Underdetection of clinical benign prostatic hyperplasia in a general medical practice.
Academic Article	As mammography use increases, are some providers omitting clinical breast examination?
Academic Article	Outcomes for older men and women with congestive heart failure.
Academic Article	Mammography use helps to explain differences in breast cancer stage at diagnosis between older black and white women.
Academic Article	Problems in assessing diabetes control in an ambulatory setting.
Academic Article	Reducing random variation in reported rates of pressure ulcer development.
Academic Article	Profiling outcomes of ambulatory care: casemix affects perceived performance.
Academic Article	Evaluation of complication rates after coronary artery bypass surgery using administrative data.
Academic Article	Searching for an improved clinical comorbidity index for use with ICD-9-CM administrative data.
Academic Article	Variability in mammography use among older women.
Academic Article	Identifying poor-quality hospitals with mortality rates. Often there's more noise than signal.
Academic Article	Relation of family responsibilities and gender to the productivity and career satisfaction of medical faculty.
Academic Article	Inadequate management of blood pressure in a hypertensive population.
Academic Article	Do hip replacements improve outcomes for hip fracture patients?
Academic Article	Diagnosis-based risk adjustment for Medicare capitation payments.
Academic Article	Variation in hospital rates of intraaortic balloon pump use in coronary artery bypass operations.
Academic Article	How much better can we predict dialysis patient survival using clinical data?
Academic Article	Functional status outcomes for assessment of quality in long-term care.
Academic Article	Identifying pre- and postoperative predictors of cost and length of stay for coronary artery bypass surgery.
Academic Article	Variations in the management of acute myocardial infarction. Importance of clinical measures of disease severity.
Academic Article	Predicting in-hospital mortality. A comparison of severity measurement approaches.
Academic Article	Predicting in-hospital mortality for stroke patients: results differ across severity-measurement methods.
Academic Article	Faculty perceptions of gender discrimination and sexual harassment in academic medicine.
Academic Article	Does diagnostic information contribute to predicting functional decline in long-term care?
Academic Article	High hospital admission rates and inappropriate care.
Academic Article	Self-report versus medical record functional status.
Academic Article	Statewide quality improvement initiatives and mortality after cardiac surgery.
Academic Article	Differences in procedure use, in-hospital mortality, and illness severity by gender for acute myocardial infarction patients: are answers affected by data source and severity measure?
Academic Article	Fellowship training and career outcomes for primary care physician-faculty.
Academic Article	Variations in the performance of hip fracture procedures.
Academic Article	Hospital cost of complications associated with coronary artery bypass graft surgery.
Academic Article	Risk selection in the Massachusetts State employee health insurance program.
Academic Article	Outcomes of hypertension care. Simple measures are not that simple.
Academic Article	Predicting in-hospital deaths from coronary artery bypass graft surgery. Do different severity measures give different predictions?
Academic Article	Relationships of gender and career motivation to medical faculty members' production of academic publications.
Academic Article	Clinical practice guidelines in the nursing home.
Academic Article	Junior faculty members' mentoring relationships and their professional development in U.S. medical schools.
Academic Article	Managed care, hospice use, site of death, and medical expenditures in the last year of life.
Academic Article	Minority faculty and academic rank in medicine.
Academic Article	Quality improvement implementation in the nursing home.
Academic Article	Chemotherapy use among Medicare beneficiaries at the end of life.
Academic Article	Measuring the quality of depression care in a large integrated health system.
Academic Article	Comparing the importance of disease rate versus practice style variations in explaining differences in small area hospitalization rates for two respiratory conditions.
Academic Article	R2: a useful measure of model performance when predicting a dichotomous outcome.
Academic Article	Using claims data to examine mortality trends following hospitalization for heart attack in Medicare.
Academic Article	Hypertension control: how well are we doing?
Academic Article	The patient population of a major chain of investor-owned ambulatory care walk-in centers.
Academic Article	Using utilization review information to improve hospital efficiency.
Academic Article	Does severity explain differences in hospital length of stay for pneumonia patients?
Academic Article	Does the survival advantage of nonwhite dialysis patients persist after case mix adjustment?
Academic Article	Adjusting Medicare capitation payments using prior hospitalization data.
Academic Article	Patterns of use of common major procedures in medical care of older adults.
Academic Article	Depression management in medical clinics: does healthcare sector make a difference?
Academic Article	Compensation and advancement of women in academic medicine: is there equity?
Academic Article	Admission and mid-stay MedisGroups scores as predictors of hospitalization charges.
Academic Article	Postoperative adverse events of common surgical procedures in the Medicare population.
Academic Article	Predicting pharmacy costs and other medical costs using diagnoses and drug claims.
Academic Article	Pressure ulcer development in the VA: characteristics of nursing homes providing best care.
Academic Article	Survival analysis using Medicare data: example and methods.
Academic Article	Intensive care unit use and mortality in the elderly.
Academic Article	Specialty choices, compensation, and career satisfaction of underrepresented minority faculty in academic medicine.
Academic Article	Developing a quality measure for clinical inertia in diabetes care.
Academic Article	Gender differences in the treatment of cerebrovascular disease.
Academic Article	Mammography use, breast cancer stage at diagnosis, and survival among older women.
Academic Article	The Self-Adapting Focused Review System. Probability sampling of medical records to monitor utilization and quality of care.
Academic Article	Healthcare costs and utilization for Medicare beneficiaries with Alzheimer's.
Academic Article	Implications of comorbidity on costs for patients with Alzheimer disease.
Academic Article	Illness severity and costs of admissions at teaching and nonteaching hospitals.
Academic Article	Physician satisfaction in a major chain of investor-owned walk-in centers.
Academic Article	Influence of age on Medicare expenditures and medical care in the last year of life.
Academic Article	Racial and ethnic differences in end-of-life costs: why do minorities cost more than whites?
Academic Article	Self-monitoring of blood glucose with finger tip versus alternative site sampling: effect on glycemic control in insulin-using patients with type 2 diabetes.
Academic Article	Post-hospital medical respite care and hospital readmission of homeless persons.
Academic Article	A family longevity selection score: ranking sibships by their longevity, size, and availability for study.
Academic Article	Nursing home residence confounds gender differences in Medicare utilization an example of Simpson's paradox.
Academic Article	Racial and ethnic differences in hospice use among patients with heart failure.
Academic Article	Patient characteristics associated with oral anticoagulation control: results of the Veterans AffaiRs Study to Improve Anticoagulation (VARIA).
Academic Article	Risk-adjusted percent time in therapeutic range as a quality indicator for outpatient oral anticoagulation: results of the Veterans Affairs Study to Improve Anticoagulation (VARIA).
Academic Article	Measuring patients' desire for autonomy: decision making and information-seeking preferences among medical patients.
Academic Article	Reexamining the recommended follow-up interval after obtaining an in-range international normalized ratio value: results from the Veterans Affairs study to improve anticoagulation.
Academic Article	The business case for quality improvement: oral anticoagulation for atrial fibrillation.
Academic Article	Disparities by race, ethnicity, and sex in treating acute coronary syndromes.
Academic Article	Why are a quarter of faculty considering leaving academic medicine? A study of their perceptions of institutional culture and intentions to leave at 26 representative U.S. medical schools.
Academic Article	Does more "appropriateness" explain higher rates of cardiac procedures among patients hospitalized with coronary heart disease?
Academic Article	Profiling nursing homes using Bayesian hierarchical modeling.
Academic Article	Career differences between primary care and traditional trainees in internal medicine and pediatrics.
Academic Article	Hypertension management in patients with diabetes: the need for more aggressive therapy.
Academic Article	Admission MedisGroups score and the cost of hospitalizations.
Academic Article	Bilateral dental caries from the individual perspective: a definition and a statistical test for its existence.
Academic Article	Emergency contraception: prescribing practices of general internists compared with other primary care physicians.
Academic Article	Faculty self-reported experience with racial and ethnic discrimination in academic medicine.
Academic Article	Predicting who dies depends on how severity is measured: implications for evaluating patient outcomes.
Academic Article	Using severity-adjusted stroke mortality rates to judge hospitals.
Academic Article	Postoperative adverse events of cholecystectomy in the Medicare population.
Academic Article	An integer programming model to limit hospital selection in studies with repeated sampling.
Academic Article	Small area variations in hospitalization rates: how much you see depends on how you look.
Academic Article	Predicting the occurrence of adverse events after coronary artery bypass surgery.
Academic Article	MedisGroups data bases. The impact of data collection guidelines on predicting in-hospital mortality.
Academic Article	Who gets repeat screening mammography: the role of the physician.
Academic Article	Place of death: U.S. trends since 1980.
Academic Article	Monitoring depression care: in search of an accurate quality indicator.
Academic Article	Can we use automated data to assess quality of hypertension care?
Academic Article	Risk adjustment of Medicare capitation payments using the CMS-HCC model.
Academic Article	Identifying hypertension-related comorbidities from administrative data: what's the optimal approach?
Academic Article	The relationship of system-level quality improvement with quality of depression care.
Academic Article	Do variations in disease prevalence limit the usefulness of population-based hospitalization rates for studying variations in hospital admissions?
Academic Article	Effect of patient gender on late-life depression management.
Academic Article	Admission and mid-stay MedisGroups scores as predictors of death within 30 days of hospital admission.
Academic Article	Measuring population health risks using inpatient diagnoses and outpatient pharmacy data.
Academic Article	Finding future high-cost cases: comparing prior cost versus diagnosis-based methods.
Academic Article	Cancer prevention trials and primary care physicians: factors associated with recommending trial enrollment.
Academic Article	Predictors of aggressive therapy for nonmetastatic prostate carcinoma in Massachusetts from 1998 to 2002.
Academic Article	Measuring quality.
Academic Article	Exploring the determinants of racial and ethnic disparities in total knee arthroplasty: health insurance, income, and assets.
Academic Article	Can primary care visits reduce hospital utilization among Medicare beneficiaries at the end of life?
Academic Article	Using the case mix of pressure ulcer healing to evaluate nursing home performance.
Academic Article	The Demographic Assessment for Health Literacy (DAHL): a new tool for estimating associations between health literacy and outcomes in national surveys.
Academic Article	Predictors of timely follow-up after abnormal cancer screening among women seeking care at urban community health centers.
Academic Article	Longitudinal patterns in survival, comorbidity, healthcare utilization and quality of care among older women following breast cancer diagnosis.
Academic Article	Research that matters.
Academic Article	Prompt repeat testing after out-of-range INR values: a quality indicator for anticoagulation care.
Academic Article	Relevance of current guidelines for organizing an anticoagulation clinic.
Academic Article	Social disparity and intrauterine death: from politics to policies.
Academic Article	INR targets and site-level anticoagulation control: results from the Veterans AffaiRs Study to Improve Anticoagulation (VARIA).
Academic Article	Risk-adjusted payment and performance assessment for primary care.
Academic Article	Contraceptive insurance mandates.
Academic Article	Identifying major hemorrhage with automated data: results of the Veterans Affairs study to improve anticoagulation (VARIA).
Academic Article	Screening colonoscopy and risk for incident late-stage colorectal cancer diagnosis in average-risk adults: a nested case-control study.
Academic Article	Using the bootstrap to establish statistical significance for relative validity comparisons among patient-reported outcome measures.
Academic Article	The importance of severity of illness adjustment in predicting adverse outcomes in the Medicare population.
Academic Article	Risk adjustment methods can affect perceptions of outcomes.
Concept	Primary Health Care
Concept	Attitude of Health Personnel
Concept	Electronic Health Records
Concept	Substance-Related Disorders
Concept	Drug Administration Schedule
Concept	Health Surveys
Concept	Health Education
Concept	Patient Selection
Concept	Survival Rate
Concept	Health Services Accessibility
Concept	Data Interpretation, Statistical
Concept	Health Status Indicators
Concept	Software
Concept	Surgical Procedures, Operative
Concept	Specialty Boards
Concept	Mental Health Services
Concept	Self-Assessment
Concept	Information Services
Concept	Educational Status
Concept	Health Care Sector
Concept	Hospital Information Systems
Concept	Schools, Medical
Concept	Sex Distribution
Concept	Physicians, Women
Concept	Sampling Studies
Concept	Comprehensive Health Care
Concept	Health Services Research
Concept	Social Support
Concept	Systems Analysis
Concept	Insurance, Health
Concept	Information Systems
Concept	Sensitivity and Specificity
Concept	Science
Concept	Health Knowledge, Attitudes, Practice
Concept	Specialties, Surgical
Concept	Fee-for-Service Plans
Concept	Professional Staff Committees
Concept	State Government
Concept	Chi-Square Distribution
Concept	Health Services for the Aged
Concept	Statistics as Topic
Concept	Specialization
Concept	Patient Acceptance of Health Care
Concept	Health Status
Concept	Cohort Studies
Concept	Stroke
Concept	Attitude to Health
Concept	United States Department of Veterans Affairs
Concept	Health Promotion
Concept	Carotid Stenosis
Concept	Smoking Cessation
Concept	Rate Setting and Review
Concept	Research Support as Topic
Concept	Health Personnel
Concept	Health Facilities, Proprietary
Concept	Vaginal Smears
Concept	Acquired Immunodeficiency Syndrome
Concept	Factor Analysis, Statistical
Concept	Emergency Service, Hospital
Concept	Injury Severity Score
Concept	Insurance Selection Bias
Concept	Sexual Harassment
Concept	Quality Assurance, Health Care
Concept	Self-Help Groups
Concept	Serum Albumin
Concept	Sexually Transmitted Diseases
Concept	Retrospective Studies
Concept	Health Policy
Concept	Safe Sex
Concept	Health Expenditures
Concept	Models, Statistical
Concept	Fee Schedules
Concept	Fellowships and Scholarships
Concept	Self Efficacy
Concept	Decision Support Techniques
Concept	Health Care Rationing
Concept	Blood Glucose Self-Monitoring
Concept	Health Services
Concept	Insurance, Pharmaceutical Services
Concept	Regional Health Planning
Concept	Severity of Illness Index
Concept	Job Satisfaction
Concept	Stents
Concept	Pharmacy Service, Hospital
Concept	Delivery of Health Care, Integrated
Concept	Longitudinal Studies
Concept	Small-Area Analysis
Concept	Sex
Concept	Health Care Surveys
Concept	Propensity Score
Concept	Health Care Reform
Concept	Health Care Costs
Concept	Psychiatric Status Rating Scales
Concept	Health Resources
Concept	Survival Analysis
Concept	Systole
Concept	Acute Coronary Syndrome
Concept	Sex Factors
Concept	Health Behavior
Concept	Survivors
Concept	Evaluation Studies as Topic
Concept	Health Benefit Plans, Employee
Concept	Health Maintenance Organizations
Concept	Mass Screening
Concept	Quality Indicators, Health Care
Concept	Case-Control Studies
Concept	Monoclonal Gammopathy of Undetermined Significance
Concept	Appointments and Schedules
Concept	Neoplasm Staging
Concept	Health Status Disparities
Concept	Quality of Health Care
Concept	Prospective Studies
Concept	Cross-Sectional Studies
Concept	Socioeconomic Factors
Concept	Women's Health
Concept	Social Values
Concept	Sigmoidoscopy
Concept	Surveys and Questionnaires
Concept	Emergency Medical Services
Concept	Community Health Centers
Concept	Medical Staff, Hospital
Concept	Length of Stay
Concept	Personnel Staffing and Scheduling
Concept	United States
Concept	Health Services Misuse
Concept	Delivery of Health Care
Concept	Skilled Nursing Facilities
Concept	Salaries and Fringe Benefits
Concept	Follow-Up Studies
Concept	Siblings
Concept	SEER Program
Concept	Insurance, Health, Reimbursement
Academic Article	Identifying the risks of anticoagulation in patients with substance abuse.
Academic Article	Bending the cost curve? Results from a comprehensive primary care payment pilot.
Academic Article	Outcomes of anticoagulation therapy in patients with mental health conditions.
Academic Article	Stratifying the risks of oral anticoagulation in patients with liver disease.
Academic Article	Psychometric evaluation of the Care Transition Measure in TRACE-CORE: do we need a better measure?
Academic Article	Composite model for profiling physicians across domains of care.
Academic Article	How pooling fragmented healthcare encounter data affects hospital profiling.
Academic Article	Explaining racial disparities in anticoagulation control: results from a study of patients at the Veterans Administration.
Academic Article	Mispricing in the medicare advantage risk adjustment model.
Academic Article	Clinical Operations Variables are Associated With Blood Pressure Outcomes.
Academic Article	Recent national trends in acute myocardial infarction hospitalizations in Medicare: shrinking declines and growing disparities.
Academic Article	Are Members of Long-Lived Families Healthier Than Their Equally Long-Lived Peers? Evidence From the Long Life Family Study.
Academic Article	Evaluating the QUIT-PRIMO clinical practice ePortal to increase smoker engagement with online cessation interventions: a national hybrid type 2 implementation study.
Academic Article	Trends in acute myocardial infarction hospitalizations: Are we seeing the whole picture?
Academic Article	Reliability of Predicting Early Hospital Readmission After Discharge for an Acute Coronary Syndrome Using Claims-Based Data.
Academic Article	Perceiving one's heart condition to be cured following hospitalization for acute coronary syndromes: Implications for patient-provider communication.
Academic Article	Does adding clinical data to administrative data improve agreement among hospital quality measures?
Academic Article	Contributions of Children With Multiple Chronic Conditions to Pediatric Hospitalizations in the United States: A Retrospective Cohort Analysis.
Academic Article	Social Determinants of Health in Managed Care Payment Formulas.
Academic Article	Enhancing Administrative Data to Predict Emergency Department Utilization: The Role of Neighborhood Sociodemographics.
Academic Article	Inadequate diversity of information resources searched in US-affiliated systematic reviews and meta-analyses: 2005-2016.
Academic Article	A collection of marginalized two-part random-effects models for analyzing medical expenditure panel data: Impact of the New Cooperative Medical Scheme on healthcare expenditures in China.
Academic Article	Twenty-five year trends (1986-2011) in hospital incidence and case-fatality rates of ventricular tachycardia and ventricular fibrillation complicating acute myocardial infarction.
Academic Article	Clinically significant ventricular arrhythmias and progression of depression and anxiety following an acute coronary syndrome.
Academic Article	Hyperglycemia and risk of ventricular tachycardia among patients hospitalized with acute myocardial infarction.
Academic Article	Emergency Department and Primary Care Use in Massachusetts 5 Years After Health Reform.
Academic Article	Change in Cognitive Function in the Month After Hospitalization for Acute Coronary Syndromes: Findings From TRACE-CORE (Transition, Risks, and Actions in Coronary Events-Center for Outcomes Research and Education).
Academic Article	Neighborhood Socioeconomic Status Predicts Health After Hospitalization for Acute Coronary Syndromes: Findings From TRACE-CORE (Transitions, Risks, and Actions in Coronary Events-Center for Outcomes Research and Education).
Academic Article	Identifying monoclonal gammopathy of undetermined significance in electronic health data.
Academic Article	Diagnostic Category Prevalence in 3 Classification Systems Across the Transition to the International Classification of Diseases, Tenth Revision, Clinical Modification.
Academic Article	A cardiovascular disease risk prediction algorithm for use with the Medicare current beneficiary survey.
Academic Article	Secure Messaging, Diabetes Self-management, and the Importance of Patient Autonomy: a Mixed Methods Study.
Academic Article	Calibrating Medicaid payment to need for long-term services and supports.
Academic Article	Adolescent HIV-related behavioural prediction using machine learning: a foundation for precision HIV prevention.
Academic Article	Complex Patients Have More Emergency Visits: Don't Punish the Systems That Serve Them.
Academic Article	Association of Socioeconomic Disadvantage With Long-term Mortality After Myocardial Infarction: The Mass General Brigham YOUNG-MI Registry.
Academic Article	High-frequency hospital users: The tail that wags the readmissions dog.
Academic Article	Patient portal engagement and diabetes management among new portal users in the Veterans Health Administration.
Academic Article	Differences in Secure Messaging, Self-management, and Glycemic Control Between Rural and Urban Patients: Secondary Data Analysis.
Academic Article	Association of Social Determinants of Health With Adherence to Second-generation Antipsychotics for People With Bipolar Disorders in a Medicaid Population.
Concept	Health Equity
Concept	Stroke Rehabilitation
Concept	ST Elevation Myocardial Infarction
Concept	Non-ST Elevated Myocardial Infarction
Concept	Self-Management
Concept	Tobacco Smoking
Concept	Self Report
Concept	Veterans Health
Concept	Social Determinants of Health
Concept	Interrupted Time Series Analysis
Academic Article	Benchmarking expectations for interventions to reduce emergency department use among today's high users.
Academic Article	Association of Trauma Center Designation With Postdischarge Survival Among Older Adults With Injuries.
Academic Article	Predictive algorithm to stratify newborns at-risk for child undernutrition in India: Secondary analysis of the National Family Health Survey-4.
Academic Article	Paper of Association of Social Determinants of Health With Adherence to Second-generation Antipsychotics for People With Bipolar Disorders in a Medicaid Population.
Academic Article	Association Between the Modified Frailty Index and Outcomes Following Lobectomy.
Academic Article	Development and Assessment of a New Framework for Disease Surveillance, Prediction, and Risk Adjustment: The Diagnostic Items Classification System.
Academic Article	Predicting Adolescent Intervention Non-responsiveness for Precision HIV Prevention Using Machine Learning.
Academic Article	Influenza Vaccinations Among Privately and Publicly Insured Children With Asthma.
Academic Article	Secure Messaging for Diabetes Management: Content Analysis.
Academic Article	Risk Adjustment And Health Equity.
Academic Article	Paying for Medical and Social Complexity in Massachusetts Medicaid.
Academic Article	Measuring The Enduring Imprint Of Structural Racism On American Neighborhoods.
Academic Article	Changes in Health Care Utilization During the First 2 Years of Massachusetts Medicaid Accountable Care Organizations.

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