Daniel F. McCaffrey — Publications
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Practical Challenges in Mediation Analysis: A Guide for Applied Researchers
2024
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A Tutorial for Propensity Score Weighting for Moderation Analysis With Categorical Variables: An Application Examining Smoking Disparities Among Sexual Minority Adults
2023
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Weighting Estimators for Causal Mediation
2023
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Comparative Effectiveness of Individual Versus Family-Based Substance Use Treatment on Adolescent Self-Injurious Thoughts and Behaviors
2022
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Toolkit for Weighting and Analysis of Nonequivalent Groups: A Tutorial on the TWANG Shiny App for Two Treatments
2022
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Toolkit for Weighting and Analysis of Nonequivalent Groups: A Tutorial for the R TWANG Package
2022
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Best Practices in Statistical Computing
2021
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Toolkit for Weighting and Analysis of Nonequivalent Groups: A Tutorial on the TWANG Shiny Application for Time-Varying Treatments
2021
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Relationships Between Teaching Practices and Student Outcomes
2020
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State-of-the-Art Strategies for Addressing Selection Bias When Comparing Two or More Treatment Groups
2020
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Switching Cluster Membership in Cluster Randomized Control Trials: Implications for Design and Analysis
2020
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Toolkit for Weighting and Analysis of Nonequivalent Groups: A Tutorial on the TWANG Shiny Application for Three or More Treatment Groups
2020
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Developing Adaptive Interventions for Adolescent Substance Use Treatment Settings: Protocol of an Observational, Mixed-Methods Project
2017
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Optimizing Variance-Bias Trade-Off in the TWANG Package for Estimation of Propensity Scores
2017
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Propensity Scores for Repeated Treatments: A Tutorial for the iptw Function in the TWANG Package
2017
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Propensity Scores for Multiple Treatments: A Tutorial for the MNPS Macro in the TWANG SAS Macros
2015
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Provision of Mental Health Services as a Quality Indicator for Adolescent Substance Abuse Treatment Facilities
2015
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TWANG Short Course/Educational Videos: Three Videos — Introduction, Propensity Score Weighted Analyses with 2 Groups, and Propensity Score Weighted Analyses with More Than 2 Groups
2015
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Uncovering Multivariate Structure in Classroom Observations in the Presence of Rater Errors
2015
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Addendum to Effectiveness of Cognitive Tutor Algebra I at Scale
2014
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Assessing the Generalizability of the CSAT-sponsored GAIN Dataset: Are the CSAT Sites Representative of Adolescent Treatment Programs in the U.S.?
2014
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Effectiveness of Cognitive Tutor Algebra I at Scale
2014
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Effectiveness of Treatment for Adolescent Substance Use: Is Biological Drug Testing Sufficient?
2014
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Estimating the Causal Effects of Cumulative Treatment Episodes for Adolescents Using Marginal Structural Models and Inverse Probability of Treatment Weighting
2014
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Toolkit for Weighting and Analysis of Nonequivalent Groups: A Tutorial for the TWANG SAS Macros
2014
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A Composite Estimator of Effective Teaching
2013
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Does an Algebra Course with Tutoring Software Improve Student Learning?
2013
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Have We Identified Effective Teachers? Validating Measures of Effective Teaching Using Random Assignment
2013
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Incentive Pay Programs Do Not Affect Teacher Motivation or Report Practices: Results from Three Randomized Studies
2013
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Management Perspectives Pertaining to Root Cause Analyses of Nunn-McCurdy Breaches, Volume 4: Program Manager Tenure, Oversight of Acquisition Category II Programs, and Framing Assumptions
2013
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A Tutorial on Propensity Score Estimation for Multiple Treatments Using Generalized Boosted Models
2013
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An Argument Approach to Observation Protocol Validity
2012
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Assessing the Sensitivity of Treatment Effect Estimates to Differential Follow-Up Rates: Implications for Translational Research
2012
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The Effectiveness of Community-Based Delivery of an Evidence-Based Treatment for Adolescent Substance Use
2012
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Examining Moderated Effects of Additional Adolescent Substance Use Treatment: Structural Nested Mean Model Estimation Using Inverse-Weighted Regression with Residuals
2012
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No Evidence That Incentive Pay for Teacher Teams Improves Student Outcomes: Results from a Randomized Trial
2012
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Simultaneous One-Sided Tests with Application to Education Evaluation Systems
2012
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Team Pay for Performance: Experimental Evidence from the Round Rock Pilot Project on Team Incentives
2012
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Where You Come from or Where You Go? Distinguishing Between School Quality and the Effectiveness of Teacher Preparation Program Graduates
2012
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Analysis of Rolling Group Therapy Data Using Conditionally Autoregressive Priors
2011
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Associations Between Abstinence in Adolescence and Economic and Educational Outcomes Seven Years Later Among High-Risk Youth
2011
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A Big Apple for Educators: New York City's Experiment with Schoolwide Performance Bonuses: Final Evaluation Report
2011
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Inverse Probability Weighting with Error Prone Covariates
2011
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Missing Data in Value-Added Modeling of Teacher Effects
2011
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The Modified Kalman Filter Macro: User's Guide
2011
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Smoothing Across Time in Repeated Cross-Sectional Data
2011
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What Are Achievement Gains Worth -- to Teachers?
2011
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What New York City's Experiment with Schoolwide Performance Bonuses Tells Us About Pay for Performance
2011
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An Experiment to Evaluate the Efficacy of Cognitive Tutor Geometry
2010
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Long-term Effect of Community-Based Treatment: Evidence from the Adolescent Outcomes Project
2010
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Marijuana Use and High School Dropout: The Influence of Unobservables
2010
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A Model for Teacher Effects from Longitudinal Data Without Assuming Vertical Scaling
2010
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RAND Review: Vol. 34, No. 3, Winter 2010-2011
2010
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Teacher Pay For Performance: Experimental Evidence from the Project on Incentives in Teaching
2010
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Value-added: Assessing Teachers' Contributions to Student Achievement
2010
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Creating a Developmentally Sensitive Measure of Adolescent Alcohol Misuse: An Application of Item Response Theory
2009
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Exploring Student-Teacher Interactions in Longitudinal Achievement Data
2009
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Improving Disparity Estimates for Rare Racial/Ethnic Groups with Trend Estimation and Kalman Filtering: An Application to the National Health Interview Survey
2009
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The Intertemporal Variability of Teacher Effect Estimates
2009
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Long-term Effects of Drug Prevention on Risky Sexual Behavior Among Young Adults
2009
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Measurement of Teen Dating Violence Attitudes: An Item Response Theory Evaluation of Differential Item Functioning According to Gender
2009
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Multiple Trajectories of Peer and Parental Influence and Their Association with the Development of Adolescent Heavy Drinking
2009
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Recanting of Life-Time Inhalant Use: How Big a Problem and What to Make of It
2009
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Turning Student Test Scores Into Teacher Compensation Systems
2009
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Use of Expert Ratings as Sampling Strata for a More Cost-Effective Probability Sample of a Rare Population
2009
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Using the Census Bureau's Surname List to Improve Estimates of Race/Ethnicity and Associated Disparities
2009
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An Application of the Principal Stratification to Control for Institutionalization at Follow-Up in Studies of Substance Abuse Treatment Programs
2008
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A Cautionary Case Study of Approaches to the Treatment of Missing Data
2008
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Developmental Trajectories of Substance Use from Early to Late Adolescence: A Comparison of Rural and Urban Youth
2008
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Effects of Student Displacement in Louisiana During the First Academic Year After the Hurricanes of 2005
2008
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Inconsistencies in Self-Reported Drug Use by Adolescents in Substance Abuse Treatment: Implications for Outcome and Performance Measurements
2008
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The Intertemporal Stability of Teacher Effect Estimates
2008
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Marijuana Use and High School Dropout: The Influence of Unobservables
2008
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Multiple Trajectories of Physical Aggression Among Adolescent Boys and Girls
2008
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Physical Restraint Initiation in Nursing Homes and Subsequent Resident Health
2008
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Power of Tests for a Dichotomous Independent Variable Measured with Error
2008
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A Prospective Investigation of Suicide Ideation, Attempts, and Use of Mental Health Service Among Adolescents in Substance Abuse Treatment
2008
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The Societal Promise of Improving Care for Depression: Nine Years Out
2008
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Supplemental Material for: Effects of Student Displacement in Louisiana During the First Academic Year After the Hurricanes of 2005
2008
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Bayesian Methods for Scalable Multivariate Value-Added Assessment
2007
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Controlling for Individual Heterogeneity in Longitudinal Models, with Applications to Student Achievement
2007
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Controlling for Student Heterogeneity in Longitudinal Achievement Models
2007
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Early Adolescent Exposure to Alcohol Advertising and Its Relationship to Underage Drinking
2007
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Empirical Investigations of the Effects of National Board of Professional Teacher Standards Certified Teachers on Student Outcomes
2007
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How Important Is Exact Balance in Treatment and Control Sample Sizes to Evaluations?
2007
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Interpreting Treatment Effects When Cases Are Institutionalized After Treatment
2007
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Interpreting Treatment Effects When Cases Are Institutionalized After Treatment
2007
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Merit Pay for Florida Teachers: Design and Implementation Issues
2007
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Reactions to Dating Violence Among Latino Teenagers: An Experiment Utilizing the Articulated Thoughts in Simulated Situations Paradigm
2007
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School-based Drug Prevention Among At-Risk Adolescents: Effects of ALERT Plus
2007
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The Sensitivity of Value-Added Teacher Effect Estimates to Different Mathematics Achievement Measures
2007
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Smoking Rates Among Adolescents in Substance Abuse Treatment Programs
2007
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Using Outcomes to Assess Teen Substance-Use Treatment Programs—How Feasible?
2007
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Value-Added Assessment in Practice: Lessons from the Pennsylvania Value-Added Assessment System Pilot Project
2007
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Challenges in the Evaluation and Implementation of School-Based Prevention and Intervention Programs on Sensitive Topics
2006
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Curbing Teen Dating Violence: Evidence from a School Prevention Program
2006
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Disparities in Care for HIV Patients: Results of the HCSUS Study
2006
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Estimating Probit Models with Self-Selected Treatments
2006
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Forging the Link Between Alcohol Advertising and Underage Drinking
2006
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How the 2005 Hurricanes Affected Students in Louisiana
2006
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Impact of a School-Based Dating Violence Prevention Program Among Latino Teens: Randomized Controlled Effectiveness Trial
2006
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Improving the Measurement of Socially Unacceptable Attitudes and Behaviors With Item Response Theory
2006
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Peer and Family Influences on Adolescent Anger Expression and the Acceptance of Cross Gender Aggression
2006
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The Relative Effectiveness of 10 Adolescent Substance Abuse Treatment Programs in the United States
2006
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Socio-environmental Influences on Adolescents' Alcohol Outcome Expectancies: A Prospective Analysis
2006
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Student Displacement in Louisiana After the Hurricanes of 2005: Experiences of Public Schools and Their Students
2006
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Validating Achievement Gains in Cohort-To-Cohort and Individual Growth-Based Modeling Contexts
2006
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Challenges for Value-Added Assessment of Teacher Effects
2005
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Developmental Considerations for Substance Use Interventions from Middle School Through College
2005
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Does Alcohol Advertising Promote Adolescent Drinking? Results from a Longitudinal Assessment
2005
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Measuring Developmental Changes in Alcohol Expectancies
2005
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Mediation Analysis of a School-Based Drug Prevention Program: Effects of Project ALERT
2005
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Prevalence of Substance Use Among White and American Indian Young Adolescents in a Northern Plains State
2005
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Saturated in Beer: Awareness of Beer Advertising in Late Childhood and Adolescence
2005
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Classroom Drug Prevention Works: But Left Unchecked, Early Substance Use Haunts Older Teens and Young Adults
2004
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Direct Medical Costs Attributable to Acute Myocardial Infarction and Ischemic Stroke in Cohorts with Atherosclerotic Conditions
2004
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Effectiveness of Community-Based Treatment for Substance-Abusing Adolescents: 12-Month Outcomes of Youths Entering Phoenix Academy or Alternative Probation Dispositions
2004
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Efforts to Improve the Quality of Vocational Education in Secondary Schools: Impact of Federal and State Policies
2004
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Evaluating Substance Abuse Treatment Programs for Adolescent Probationers
2004
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Evaluating Value-Added Models for Teacher Accountability
2004
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Let's See More Empirical Studies on Value-Added Modeling of Teacher Effects: A Reply to Raudenbush, Rubin, Stuart and Zanutto, and Reckase
2004
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Models for Value-Added Modeling of Teacher Effects
2004
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Modifying Pro-Drug Risk Factors in Adolescents: Results from Project ALERT
2004
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The Promise and Peril of Using Value-Added Modeling to Measure Teacher Effectiveness
2004
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Propensity Score Estimation with Boosted Regression for Evaluating Causal Effects in Observational Studies
2004
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Charter School Operations and Performance: Evidence from California
2003
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The Effects of Content, Format, and Inquiry Level on Science Performance Assessment Scores
2003
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How California Charter Schools Operate and Perform
2003
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Interactions Among Instructional Practices, Curriculum and Student Achievement: The Case of Standards-Based High School Mathematics
2003
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Measurement of Adolescent Drug Use
2003
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New Inroads in Preventing Adolescent Drug Use: Results From a Large-Scale Trial of Project ALERT in Middle Schools
2003
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Predictors of Beer Advertising Awareness Among Eighth Graders
2003
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Social Context and Adolescent Health Behavior: Does School-Level Smoking Prevalence Affect Students' Subsequent Smoking Behavior?
2003
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Studying Large-Scale Reforms of Instructional Practice: An Example from Mathematics and Science
2003
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Using R for Estimating Longitudinal Student Achievement Models
2003
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Using State School Accountability Data to Evaluate Federal Programs: A Long Uphill Road
2003
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Bias Reduction in Standard Errors for Linear and Generalized Linear Models with Multi-Stage Samples
2002
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The Effects of Primary Care Depression Treatment on Patients' Clinical Status and Employment
2002
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Evidence Does Not Favor Marijuana Gateway Effects Over a Common-Factor Interpretation of Drug Use Initiation: Responses to Anthony, Kenkel, & Mathios and Lynskey
2002
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Occurrence of Secondary Ischemic Events Among Persons with Atherosclerotic Vascular Disease
2002
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Reassessing the Marijuana Gateway Effect
2002
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Using Marijuana May Not Raise the Risk of Using Harder Drugs
2002
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Changes in Health-Promoting Behavior Following Diagnosis with HIV: Prevalence and Correlates in a National Probability Sample
2001
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Does Physician Gender Affect Satisfaction of Men and Women Visiting the Emergency Department?
2001
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Effect of Insurance on Mortality in an HIV-positive Population in Care
2001
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Expenditures for the Care of HIV-infected Patients in the Era of Highly Active Antiretroviral Therapy
2001
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Teaching Practices and Student Achievement: Evaluating Classroom-Based Education Reforms
2001
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Use of Unpaid and Paid Home Care Services Among People with HIV Infection in the USA
2001
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Access to HIV Care: Initial Results from the HIV Cost and Services Utilization Study
2000
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Effects of Incentive Size and Timing on Response Rates to a Follow-Up Wave of Longitudinal Mailed Survey
2000
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Hardcore Drug Users Claim to be Occasional Users: Drug Use Frequency Underreporting
2000
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Health-related Quality of Life in Patients with Human Immunodeficiency Virus Infection in the United States: Results from the HIV Cost and Services Utilization Study
2000
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Impact of Psychiatric Conditions on Health-Related Quality of Life in Persons with HIV Infection
2000
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Just, Speedy, and Inexpensive? : An Evaluation of Judicial Case Management Under the Civil Justice Reform Act: A Summary
2000
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Quality of Care for Patients with Rheumatoid Arthritis
2000
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Teaching Practices and Student Achievement: Report of First-Year Findings from the ‘Mosaic’ Study of Systemic Initiatives in Mathematics and Science
2000
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What Do Test Scores in Texas Tell Us?
2000
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Groundwater Recharge with Reclaimed Water: Birth Outcomes in Los Angeles County, 1982-1993
1999
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National Probability Samples in Studies of Low-Prevalence Diseases
1999
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Variations in the Care of HIV-infected Adults in the United States: Results from the HIV Cost and Services Utilization Study
1999
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Discovery Management: Further Analysis of the Civil Justice Reform Act Evaluation Data
1998
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Findings From an Evaluation of the Parent Institute for Quality Education Parent Involvement Program
1998
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The HIV Cost & Services Utilization Study (HCSUS) Measures of Health-Related Quality of Life
1998
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Improving Block Grant Allocation Formulas: More Refined Measures Would Shift Substance Abuse Funds to Smaller, More Rural States
1998
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Review and Evaluation of the Substance Abuse and Mental Health Services Block Grant Allotment Formula
1997
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Describing DAWN's dominion
1996
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An Evaluation of Judicial Case Management Under the Civil Justice Reform Act
1996
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An Evaluation of Mediation and Early Neutral Evaluation Under the Civil Justice Reform Act
1996
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Groundwater Recharge with Reclaimed Water: An Epidemiologic Assessment in Los Angeles County, 1987-1991
1996
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Implementation of the Civil Justice Reform Act in Pilot and Comparison Districts
1996
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Just, Speedy, and Inexpensive? An Evaluation of Judicial Case Management Under the CJRA
1996
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Just, Speedy, and Inexpensive? : An Evaluation of Judicial Case Management Under the Civil Justice Reform Act
1996
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The Vermont Portfolio Assessment Program: Findings and Implications
1995
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Can Portfolios Assess Student Performance and Influence Instruction? : The 1991-92 Vermont Experience
1994
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Improving Data and Analysis to Support National Drug Abuse Policy — Main Report
1994
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Interim report, the reliability of Vermont portfolio scores in the 1992-93 school year
1994
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Patterns of drug use
1994
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Prevalence of Alcohol and Drug Use in California's Household Population, 1988-1991: Analysis of the California Subsample from the National Household Survey on Drug Abuse
1994
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Improving Data and Analysis to Support National Substance Abuse Policy
1993
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Interactions Among Gift-Aid Programs in Indiana
1992
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The Reliability of Scores from the 1992 Vermont Portfolio Assessment Program: Interim Report
1992
