Susan Paddock
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American statistician
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Why Is Susan Paddock Influential?
(Suggest an Edit or Addition)According to Wikipedia, Susan Mary Paddock is an American statistician whose publications have included work on nonparametric Bayesian inference, substance abuse, and the safety of autonomous vehicles. Paddock is a graduate of the University of Minnesota and has a Ph.D. from Duke University. Her 1999 doctoral dissertation, Randomized Polya Trees: Bayesian Nonparametrics for Multivariate Data Analysis, was supervised by Mike West. Formerly head of the RAND Statistics Group at the RAND Corporation, she moved to NORC at the University of Chicago in 2019 as chief statistician and executive vice president.
Susan Paddock's Published Works
Published Works
- Driving to safety: How many miles of driving would it take to demonstrate autonomous vehicle reliability? (2016) (873)
- Reassessing the marijuana gateway effect. (2002) (327)
- Impact of Teen Depression on Academic, Social, and Physical Functioning (2009) (249)
- A national survey of care for persons with co-occurring mental and substance use disorders. (2001) (175)
- Prevalence and Characteristics of Clients with Co‐Occurring Disorders in Outpatient Substance Abuse Treatment (2004) (146)
- How Much is Post-Acute Care Use Affected by its Availability? (2004) (144)
- Identification of and Guidance for Problem Drinking by General Medical Providers: Results From a National Survey (2005) (141)
- The Getting To Outcomes Demonstration and Evaluation: An Illustration of the Prevention Support System (2008) (136)
- Rates and types of events reported to established incident reporting systems in two US hospitals (2007) (116)
- Trends In Health Insurance Enrollment, 2013-15. (2015) (113)
- What we can--and cannot--expect from school-based drug prevention. (2004) (107)
- Programmable Infusion Pumps in ICUs: An Analysis of Corresponding Adverse Drug Events (2007) (95)
- Perceived Barriers to Treatment for Adolescent Depression (2009) (86)
- An effectiveness trial of group cognitive behavioral therapy for patients with persistent depressive symptoms in substance abuse treatment. (2011) (78)
- The Health Effects of Medicare for the Near-Elderly Uninsured (2006) (66)
- School-based drug prevention: what kind of drug use does it prevent? (2002) (64)
- Care for veterans with mental and substance use disorders: good performance, but room to improve on many measures. (2011) (59)
- Loss Function Based Ranking in Two-Stage, Hierarchical Models. (2006) (58)
- Improving care for depression in patients with comorbid substance misuse. (2006) (56)
- Treatment process in the therapeutic community: associations with retention and outcomes among adolescent residential clients. (2007) (54)
- Veterans Health Administration Mental Health Program Evaluation: Capstone Report (2011) (53)
- Testing for the BRCA1 and BRCA2 Breast-Ovarian Cancer Susceptibility Genes (1998) (52)
- Improving treatment seeking among adolescents with depression: understanding readiness for treatment. (2009) (49)
- Analyses for the Initial Implementation of the Inpatient Rehabilitation Facility Prospective Payment System (2002) (46)
- An intervention to improve program implementation: findings from a two-year cluster randomized trial of Assets-Getting To Outcomes (2013) (37)
- Treating depression and substance use: a randomized controlled trial. (2012) (37)
- Costs of Intravenous Adverse Drug Events in Academic and Nonacademic Intensive Care Units (2008) (36)
- Why the DEA Stride Data are Still Useful for Understanding Drug Markets (2008) (35)
- Training Addiction Counselors to Implement CBT for Depression (2011) (33)
- Intervening with Practitioners to Improve the Quality of Prevention: One-Year Findings from a Randomized Trial of Assets-Getting To Outcomes (2013) (32)
- Comparison of Medicare Spending and Outcomes for Beneficiaries with Lower Extremity Joint Replacements (2005) (31)
- Contributing factors identified by hospital incident report narratives (2008) (31)
- Abuse in the Close Relationships of People With HIV (2004) (30)
- The Quality of Medication Treatment for Mental Disorders in the Department of Veterans Affairs and in Private-Sector Plans. (2016) (29)
- Veterans Health Administration Mental Health Program Evaluation (2011) (28)
- Executive Summary of Analyses for the Initial Implementation of the Inpatient Rehabilitation Facility Prospective Payment System (2002) (28)
- Ranking USRDS provider specific SMRs from 1998–2001 (2009) (26)
- Bayesian nonparametric multiple imputation of partially observed data with ignorable nonresponse (2002) (25)
- Establishing and Evaluating the Key Functions of an Interactive Systems Framework Using an Assets-Getting to Outcomes Intervention (2012) (24)
- Better-than-average and worse-than-average hospitals may not significantly differ from average hospitals: an analysis of Medicare Hospital Compare ratings (2014) (23)
- Flexible distributions for triple-goal estimates in two-stage hierarchical models (2006) (23)
- Association Between Quality Measures and Mortality in Individuals With Co-Occurring Mental Health and Substance Use Disorders. (2016) (22)
- Transforming Mental Healthcare in the Veterans Health Administration: A Model for Measuring Performance to Improve Access, Quality, and Outcomes (2010) (22)
- Evaluating the Implementation of the Re-Engineering Systems of Primary Care Treatment in the Military (RESPECT-Mil). (2015) (20)
- ANALYSIS OF ROLLING GROUP THERAPY DATA USING CONDITIONALLY AUTOREGRESSIVE PRIORS. (2011) (20)
- Quality of Care for PTSD and Depression in the Military Health System: Phase I Report. (2016) (20)
- Emotional Distress and Cognitive Functioning of Older Couples (2012) (19)
- Interim Report on an Inpatient Rehabilitation Facility Prospective Payment System (2000) (19)
- Association between process measures and mortality in individuals with opioid use disorders. (2017) (19)
- Evaluating the Impact of Getting to Outcomes–Underage Drinking on Prevention Capacity and Alcohol Merchant Attitudes and Selling Behaviors (2014) (18)
- An Assessment Tool Translation Study (2003) (18)
- Veterans' perceptions of behavioral health care in the veterans health administration: a national survey. (2014) (18)
- Did the Medicare Inpatient Rehabilitation Facility Prospective Payment System Result in Changes in Relative Patient Severity and Relative Resource Use? (2007) (18)
- Measuring Changes in Client-Level Treatment Process in the Therapeutic Community (TC) with the Dimensions of Change Instrument (DCI) (2007) (18)
- Percentile‐based empirical distribution function estimates for performance evaluation of healthcare providers (2011) (17)
- Evidence does not favor marijuana gateway effects over a common-factor interpretation of drug use initiation: responses to Anthony, Kenkel & Mathios and Lynskey. (2002) (17)
- Effects of Payment Changes on Trends in Access to Post-Acute Care (2005) (17)
- Comparing process- and outcome-oriented approaches to voluntary incident reporting in two hospitals. (2009) (17)
- Association Between Process-Based Quality Indicators and Mortality for Patients With Substance Use Disorders. (2017) (17)
- Medicare Advantage and Fee‐for‐Service Performance on Clinical Quality and Patient Experience Measures: Comparisons from Three Large States (2017) (17)
- PROMOTING EVIDENCE-BASED PRACTICES: THE ADOPTION OF A PREVENTION SUPPORT SYSTEM IN COMMUNITY SETTINGS (2009) (16)
- Bayesian Semi- and Non-parametric Models for Longitudinal Data with Multiple Membership Effects in R. (2014) (16)
- Continuous quality improvement (CQI) in addiction treatment settings: design and intervention protocol of a group randomized pilot study (2014) (15)
- Bayesian hierarchical semiparametric modelling of longitudinal post‐treatment outcomes from open enrolment therapy groups (2013) (15)
- Statistical benchmarks for health care provider performance assessment: a comparison of standard approaches to a hierarchical Bayesian histogram-based method. (2014) (14)
- School-Based Drug Prevention (2002) (14)
- Evaluating the Planned Substitution of the Minimum Data Set-Post Acute Care for Use in the Rehabilitation Hospital Prospective Payment System (2004) (13)
- Quality of Care for PTSD and Depression in the Military Health System: Final Report. (2018) (13)
- The cost-effectiveness of depression treatment for co-occurring disorders: a clinical trial. (2014) (13)
- The moderating effects of group cognitive-behavioral therapy for depression among substance users. (2012) (12)
- Do Client Attributes Moderate the Effectiveness of a Group Cognitive Behavioral Therapy for Depression in Addiction Treatment? (2012) (11)
- A pilot study comparing in-person and web-based motivational interviewing among adults with a first-time DUI offense (2015) (11)
- Group cognitive-behavioral therapy for clients with major depression in residential substance abuse treatment. (2012) (11)
- Delivering Clinical Practice Guideline-Concordant Care for PTSD and Major Depression in Military Treatment Facilities. (2017) (11)
- Response to McWilliams Commentary: “Assessing the Health Effects of Medicare Coverage for Previously Uninsured Adults: A Matter of Life and Death?” (2010) (10)
- Adjusting Medicare Advantage star ratings for socioeconomic status and disability. (2018) (10)
- Inpatient Rehabilitation Facility Care Use Before and After Implementation of the IRF Prospective Payment System (2006) (10)
- Preliminary Analyses of Changes in Coding and Case Mix Under the Inpatient Rehabilitation Facility Prospective Payment System (2005) (10)
- Barriers to seeking mental health care after treatment for orofacial injury at a large, urban medical center: concordance of patient and provider perspectives. (2008) (9)
- An Epidemiological Model for Examining Marijuana Use over the Life Course. (2012) (9)
- A Fidelity Coding Guide for a Group Cognitive Behavioral Therapy for Depression (2011) (9)
- The Premises is the Premise: Understanding Off- and On-premises Alcohol Sales Outlets to Improve Environmental Alcohol Prevention Strategies (2011) (8)
- Identifying and accommodating statistical outliers when setting prospective payment rates for inpatient rehabilitation facilities. (2004) (7)
- Bayesian Non-Parametric Hierarchical Modeling for Multiple Membership Data in Grouped Attendance Interventions. (2013) (7)
- Subjective prior distributions for modeling longitudinal continuous outcomes with non‐ignorable dropout (2009) (7)
- Driving to Safety (2016) (7)
- Mental Health and Substance Abuse Issues Among People with HIV: Lessons from HCSUS (2007) (7)
- Differences in alcohol cognitions, consumption, and consequences among first-time DUI offenders who co-use alcohol and marijuana. (2018) (7)
- Who receives post‐acute care? Characteristics of national population and field test sample (2022) (7)
- Mental Health and Substance Abuse Issues Among People with HIV (2007) (6)
- Bayesian restricted spatial regression for examining session features and patient outcomes in open‐enrollment group therapy studies (2016) (6)
- Bayesian Models for Semicontinuous Outcomes in Rolling Admission Therapy Groups (2017) (6)
- Randomized Clinical Trial Examining Cognitive Behavioral Therapy for Individuals With a First-Time DUI Offense. (2019) (6)
- Rates and Impact of Adherence to Recommended Care for Unhealthy Alcohol Use (2018) (6)
- Study design to evaluate a group-based therapy for support persons of adults on buprenorphine/naloxone (2020) (5)
- Does group cognitive-behavioral therapy module type moderate depression symptom changes in substance abuse treatment clients? (2014) (5)
- School-Based Drug Prevention and Other Strategies For Reducing Drug Use (2005) (5)
- Association Between Quality Measures and Perceptions of Care Among Patients With Substance Use Disorders. (2017) (5)
- Development and Evaluation of Candidate Standardized Patient Assessment Data Elements: Findings from the National Beta Test (Volume 2: Background and Methods) (2019) (4)
- Promoting Evidence-Based Practices (2009) (4)
- Case Mix Certification Rule for Inpatient Rehabilitation Facilities (2003) (4)
- Bayesian variable selection for longitudinal substance abuse treatment data subject to informative censoring (2007) (4)
- Shifting From Passive Quality Reporting to Active Nudging to Influence Consumer Choice of Health Plan (2018) (4)
- Developing standardized patient assessment data elements for Medicare post‐acute care assessments (2022) (4)
- Defining and estimating the reliability of physician quality measures in hierarchical logistic regression models (2020) (3)
- The Quality of Mental Health Care for Veterans of Operation Enduring Freedom/Operation Iraqi Freedom (2013) (3)
- Misclassification Risk of Tier‐Based Physician Quality Performance Systems (2017) (3)
- Pattern-Mixture Models for Addressing Nonignorable Nonresponse in Longitudinal Substance Abuse Treatment Studies (2007) (3)
- Standardized assessment of depression symptoms in post‐acute care: A screening threshold approach (2022) (3)
- Patient-Reported Offers of Alcohol Treatment for Primary Care Patients at High-Risk for an Alcohol Use Disorder (2016) (3)
- What Are the True Benefits of School-Based Drug Prevention Programs?: (2002) (3)
- Does removing financial incentives lead to declines in performance? A controlled interrupted time series analysis of Medicare Advantage Star Ratings programme performance (2020) (3)
- Differential loss to follow-up by insurance status in the Health and Retirement Study: implications for national estimates on health insurance coverage. (2005) (3)
- Group Cohesion and Climate in Cognitive Behavioral Therapy for Individuals with a First-Time DUI (2020) (3)
- Possible Refinements to the Facility-Level Payment Adjustments for the Inpatient Rehabilitation Facility Prospective Payment System (2005) (3)
- Changes in Patient Severity Following Implementation of the Inpatient Rehabilitation Facility Prospective Payment System (2006) (2)
- Loss function-based evaluation of physician report cards (2018) (2)
- Sample selection in the face of design constraints: Use of clustering to define sample strata for qualitative research (2018) (2)
- Development and testing of a standardized pain interview assessment for use in post‐acute care (2022) (2)
- Treatment Process in the Therapeutic Community (2007) (2)
- Development and Evaluation of Candidate Standardized Patient Assessment Data Elements: Findings from the National Beta Test (Volume 1: Executive Summary) (2019) (2)
- Standardized assessment of cognitive function of post‐acute care patients (2022) (2)
- The Cost and Quality of VA Mental Health Services (2011) (2)
- The Carrot and the Stick: A Cross-Sectional Study of the Influences on Responsible Merchant Practices to Reduce Underage Drinking. (2013) (2)
- Standardized assessment of medication reconciliation in post‐acute care (2022) (1)
- An Intervention to Improve Program Implementation (2013) (1)
- Development and Evaluation of Candidate Standardized Patient Assessment Data Elements: Findings from the National Beta Test (Volume 4: Cognitive Function) (2019) (1)
- Development and Evaluation of Candidate Standardized Patient Assessment Data Elements: Findings from the National Beta Test (Volume 6: Impairments and Special Services, Treatments, and Interventions) (2019) (1)
- Development and Evaluation of Candidate Standardized Patient Assessment Data Elements: Findings from the National Beta Test (Volume 7: Global Health, Care Preferences, and Medication Reconciliation) (2019) (1)
- Development and Evaluation of Candidate Standardized Patient Assessment Data Elements: Findings from the National Beta Test (Volume 8: Observational Assessments of Cognitive Function, Mental Status, and Pain) (2019) (1)
- Improving Treatment Seeking Among Adolescents with Depression (2009) (1)
- Development and Evaluation of Candidate Standardized Patient Assessment Data Elements: Findings from the National Beta Test (Volume 5: Mental Status and Pain) (2019) (1)
- Evaluating Treatment Efficacy (2013) (1)
- Social Networks of Clients in First-Time DUI Programs. (2020) (1)
- The Teen Depression Awareness Project: Building an Evidence Base for Improving Teen Depression Care (2010) (1)
- Using Marijuana May Not Raise the Risk of Using Harder Drugs (2002) (1)
- Supporting Readiness: Assessing and Improving the Quality of Care for Service Members with PTSD and Depression (2017) (1)
- What Role Does Efficiency Play in Understanding the Relationship Between Cost and Quality in Physician Organizations? (2017) (1)
- Supporting Readiness: Ensuring Excellent PTSD and Depression Care for Service Members (2016) (1)
- Programmable Infusion Pumps in ICUs (2008) (1)
- Final Report on Assessment Instruments for a Prospective Payment System (2004) (1)
- Statistical science at the forefront of health policy research: two ICHPS 2015 special issues (2016) (1)
- Appropriate analyses of bimodal substance use frequency outcomes: a mixture model approach (2021) (1)
- Longitudinal effects of social network changes on drinking outcomes for individuals with a first-time DUI. (2021) (1)
- Understanding the characteristics of Latino individuals with first-time DUI offenses to facilitate effective interventions. (2021) (0)
- An Epidemiological Model for ExaminingMarijuana Use over the Life Course (2014) (0)
- The Teen Depression Awareness Project (2010) (0)
- Military Mental Health Care: Provider Perspectives on Treating PTSD and Depression (2017) (0)
- Causal inference under interference with prognostic scores for dynamic group therapy studies (2021) (0)
- Response to McWilliams Commentary (2010) (0)
- Discussion of 'Bayesian Nonparametric Inference - Why and How', by Peter Müller and Riten Mitra. (2013) (0)
- Actions Providers Are Taking to Bend the Cost Curve and Improve Quality: An Evaluation of a Statewide Value-Based Pay-for-Performance Program (2016) (0)
- The Premises Is the Premise (2011) (0)
- PCN147 HEALTH ECONOMIC MODELLING TO EVALUATE PRIMERS OF IMMUNE-ONCOLOGICAL TREATMENTS (2020) (0)
- Options for Improving Timely Access to Care Reporting in California (2019) (0)
- Continuous Quality Improvement (CQI) in Addiction Treatment Settings (2014) (0)
- Comment (2005) (0)
- RAND Health Final Report on Assessment Instruments for a Prospective Payment System (2004) (0)
- RAND Medicare Advantage (MA) and Part D Contract Star Ratings Technical Expert Panel October 30th 2018 Meeting (2019) (0)
- Reducing disparities requires multiple strategies. (2018) (0)
- Understanding module effects in open-enrollment group therapy studies (2014) (0)
- Mixture Models in the Exploration of Structure-Activity Relationships in Drug Design (1999) (0)
- Driving to Safety: Autonomous Vehicle Questions, Answered (2016) (0)
- Next Stop, Neptune?: Why We Can't Rely on Test-Driving Alone to Assess the Safety of Autonomous Vehicles (2016) (0)
- Next Stop, Neptune? (2017) (0)
- Veterans'PerceptionsofBehavioral HealthCareintheVeteransHealth Administration:ANationalSurvey (2014) (0)
- Treating Depression and Substance Use (2012) (0)
- Corrigendum: Bayesian variable selection for longitudinal substance abuse treatment data subject to informative censoring (2008) (0)
- Proceedings of the 13th annual conference of INEBRIA (2016) (0)
- A Collaboration Between Researchers and Practitioners to Improve Care for Co-Occurring Mental Health Disorders in Outpatient Substance Abuse Treatment: (2006) (0)
- Military Mental Health Care (2017) (0)
- Workplan for the Monitoring and Refinement of the Inpatient Rehabilitation Prospective Payment System (2002) (0)
- WR-328 1 A Collaboration Between Researchers and Practitioners to Improve Care for Co-Occurring Mental Health Disorders in Outpatient Substance Abuse Treatment (2006) (0)
- Editorial: Spatial accessibility of pediatric primary healthcare: Measurement and inference (2014) (0)
- Does Documented Brief Intervention Predict Decreases in Alcohol Use in Primary Care? (2018) (0)
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