Medical Decision Making

Papers
(The median citation count of Medical Decision Making is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)
ArticleCitations
Microsimulation Model Calibration with Approximate Bayesian Computation in R: A Tutorial105
When History and Heterogeneity Matter: A Tutorial on the Impact of Markov Model Specifications in the Context of Colorectal Cancer Screening83
Shared Decision Making Tools for People Facing Stroke Prevention Strategies in Atrial Fibrillation: A Systematic Review and Environmental Scan73
The Impact of 4 Risk Communication Interventions on Cancer Screening Preferences and Knowledge71
Method for Calculating the Simultaneous Maximum Acceptable Risk Threshold (SMART) from Discrete-Choice Experiment Benefit-Risk Studies59
Medical Decision Style and COVID-19 Behavior52
A Revised Framework to Evaluate the Consistency Assumption Globally in a Network of Interventions46
Risk Stratification in Cost-Effectiveness Analyses of Cancer Screening: Intervention Eligibility, Strategy Choice, and Optimality41
Fostering Patient Choice Awareness and Presenting Treatment Options Neutrally: A Randomized Trial to Assess the Effect on Perceived Room for Involvement in Decision Making39
PaCAR: COVID-19 Pandemic Control Decision Making via Large-Scale Agent-Based Modeling and Deep Reinforcement Learning36
Can the General Public Be a Proxy for an “At-Risk” Group in a Patient Preference Study? A Disease Prevention Example in Rheumatoid Arthritis27
When Is Mass Prophylaxis Cost-Effective for Epidemic Control? A Comparison of Decision Approaches25
Testing Explanations for Skepticism of Personalized Risk Information24
Effect of Mortality alongside 5-Year Survival Rates and Incidence on the Public’s Perceived Benefits of Cancer Screening and Screening Intention: A Web-Based Experimental Study21
A Fast Nonparametric Sampling Method for Time to Event in Individual-Level Simulation Models19
Key Factors in Decision Making for ECLS: A Binational Factorial Survey18
What Makes the Time Tradeoff Tick? A Sociopsychological Explanation16
Estimating Change in Health-Related Quality of Life before and after Stroke: Challenges and Possible Solutions15
Variation in Patient-Reported Decision-Making Roles in the Last Year of Life among Patients with Metastatic Cancer: A Longitudinal Study15
Overestimation of Survival Rates of Cardiopulmonary Resuscitation Is Associated with Higher Preferences to Be Resuscitated: Evidence from a National Survey of Older Adults in Switzerland15
Recalibration Methods for Improved Clinical Utility of Risk Scores14
The Role of Smoking Status in Making Risk-Informed Diagnostic Decisions in the Lung Cancer Pathway: A Qualitative Study of Health Care Professionals and Patients14
Life Support Preferences in the Context of COVID-19: Results from a National US Survey13
Stability of Stated Preferences: Vaccine Priority Setting before and during the First COVID-19 Lockdown13
Preferences for Genetic Testing to Predict the Risk of Developing Hereditary Cancer: A Systematic Review of Discrete Choice Experiments13
Doctors’ Attitudes to Patient Question Asking, Patient-Generated Question Lists, and Question Prompt Lists: A Qualitative Study13
Tradeoffs in Triage of Motor Vehicle Trauma by Rural 911 Emergency Medical Services Practitioners12
Pricing Treatments Cost-Effectively when They Have Multiple Indications: Not Just a Simple Threshold Analysis12
Validating the Assumptions of Population Adjustment: Application of Multilevel Network Meta-regression to a Network of Treatments for Plaque Psoriasis12
Eliciting Risk Perceptions: Does Conditional Question Wording Have a Downside?11
Choosing a Metamodel of a Simulation Model for Uncertainty Quantification11
Evaluating Risk-Stratified HPV Catch-up Vaccination Strategies: Should We Go beyond Age 26?10
Context Matters: Emotional Sensitivity to Probabilities and the Bias for Action in Cancer Treatment Decisions10
Program Evaluation of Population- and System-Level Policies: Evidence for Decision Making10
Identifying Patterns in Preoperative Communication about High-Risk Surgical Intervention: A Secondary Analysis of a Randomized Clinical Trial10
Caregiver-Reported Roles in Treatment Decision Making in Advanced Cancer and Associated Caregiving Burden and Psychological Distress: A Longitudinal Study10
Capitalizing on Opportunities to Integrate Theory and Practice in Medical Decision Making9
Emulator-Based Bayesian Calibration of the CISNET Colorectal Cancer Models9
Shared Decision Making Is in Need of Effectiveness-Implementation Hybrid Studies9
Re-revisiting the Utilities of Health States Worse than Dead: The Problem Remains9
Discordant Care and Decision Quality: Patients’ Reasons for Not Receiving Their Initial Test of Choice in Colorectal Cancer Screening9
Modeling Radiologists’ Assessments to Explore Pairing Strategies for Optimized Double Reading of Screening Mammograms9
Development and Validation of the US Diabetes, Obesity, Cardiovascular Disease Microsimulation (DOC-M) Model: Health Disparity and Economic Impact Model9
Net Monetary Benefit Lines Augmented with Value-of-Information Measures to Present the Results of Economic Evaluations under Uncertainty9
Using QALYs as an Outcome for Assessing Global Prediction Accuracy in Diabetes Simulation Models9
Comparing Survival Extrapolation within All-Cause and Relative Survival Frameworks by Standard Parametric Models and Flexible Parametric Spline Models Using the Swedish Cancer Registry8
Network Meta-analysis on Disconnected Evidence Networks When Only Aggregate Data Are Available: Modified Methods to Include Disconnected Trials and Single-Arm Studies while Minimizing Bias8
Constructing Relative Effect Priors for Research Prioritization and Trial Design: A Meta-epidemiological Analysis8
People Living with Chronic Pain Experience a High Prevalence of Decision Regret in Canada: A Pan-Canadian Online Survey8
A Nonparametric Approach for Estimating the Effective Sample Size in Gaussian Approximation of Expected Value of Sample Information8
Health Utilities in People with Hepatitis C Virus Infection: A Study Using Real-World Population-Level Data8
Estimates of Quality-Adjusted Life-Year Loss for Injuries in the United States8
Patient-Preference Diagnostics: Adapting Stated-Preference Methods to Inform Effective Shared Decision Making7
The Application of Multicriteria Decision Analysis Methods in Health Care: A Literature Review7
Shared Decision Making in Health Care: Theoretical Perspectives for Why It Works and For Whom7
A Bayesian Framework for Patient-Level Partitioned Survival Cost-Utility Analysis7
Dynamics of Respiratory Infectious Diseases in Incarcerated and Free-Living Populations: A Simulation Modeling Study7
A Game Theoretic Analysis of Competition Between Vaccine and Drug Companies during Disease Contraction and Recovery7
A Systematic Review and Meta-Analysis of Patient Decision Aids for Socially Disadvantaged Populations: Update from the International Patient Decision Aid Standards (IPDAS)7
Bayesian versus Empirical Calibration of Microsimulation Models: A Comparative Analysis7
Generating, Presenting, and Interpreting Cost-Effectiveness Results in the Context of Uncertainty: A Tutorial for Deeper Knowledge and Better Practice7
Machine Learning Methods to Estimate Individualized Treatment Effects for Use in Health Technology Assessment6
Expected Value of Sample Information Calculations for Risk Prediction Model Validation6
A Generalizable Decision-Making Framework for Selecting Onsite versus Send-out Clinical Laboratory Testing6
Translating Evidence Updates to International Standards: Is More Certainty Needed for International Standards on Decision Aids?6
Optimal Sample Size Calculation for Clinical Research under a Budget Constraint6
Partial Personalization of Medical Treatment Decisions: Adverse Effects and Possible Solutions6
18th Biennial European Conference of the Society for Medical Decision Making, Berlin, Germany, May 21–23, 20236
Augmented Inverse Probability Weighting and the Double Robustness Property6
Reducing the Prevalence of Alcohol-Exposed Pregnancies in the United States: A Simulation Modeling Study6
Computable Phenotype of a Crohn’s Disease Natural History Model6
Effects of Mitigation and Control Policies in Realistic Epidemic Models Accounting for Household Transmission Dynamics6
Methods to Quantify the Importance of Parameters for Model Updating and Distributional Adaptation6
Are Pathologists Self-Aware of Their Diagnostic Accuracy? Metacognition and the Diagnostic Process in Pathology6
Optimizing Face Validity and Clinical Relevance of a Mathematical Population Cancer Epidemiology Model Using a Novel Advisory Group Approach6
Linear Biases and Pandemic Communications6
Abstracts 2022 North American Meeting for the Society of Medical Decision Making, October 23-26, 20226
Capturing Valuation Study Sampling Uncertainty in the Estimation of Health State Utility Values Using the EQ-5D-3L6
Constrained Optimization for Decision Making in Health Care Using Python: A Tutorial6
Don’t Throw Your Heart Away: Increased Transparency of Donor Utilization Practices in Transplant Center Report Cards Alters How Center Performance Is Evaluated6
The Verity of a Unifying Diagnosis5
Use of Persuasive Language in Communication of Risk during Prostate Cancer Treatment Consultations5
Development of a Decision Model to Estimate the Outcomes of Treatment Sequences in Advanced Melanoma5
Corrigendum to “An Efficient Method for Computing Expected Value of Sample Information for Survival Data from an Ongoing Trial”5
Using Standardized Videos to Examine the Validity of the Shared Decision Making Process Scale: Results of a Randomized Online Experiment5
Cost-Effectiveness Analysis for Therapy Sequence in Advanced Cancer: A Microsimulation Approach with Application to Metastatic Prostate Cancer5
A Comparison of Ordered Categorical versus Discrete Choices within a Stated Preference Survey of Whole-Blood Donors5
Model-Based ROC Curve: Examining the Effect of Case Mix and Model Calibration on the ROC Plot5
Analytical Frameworks and Outcome Measures in Economic Evaluations of Digital Health Interventions: A Methodological Systematic Review5
Do Personal Stories Make Patient Decision Aids More Effective? An Update from the International Patient Decision Aids Standards5
Thinking Fast, Slow, and Forever: Daniel Kahneman Obituary5
Segmenting the Population and Estimating Transition Probabilities Using Data on Health and Health-Related Social Service Needs from the US Health and Retirement Study5
Multivariate Generalized Linear Mixed-Effects Models for the Analysis of Clinical Trial–Based Cost-Effectiveness Data5
Effect of Superstitious Beliefs and Risk Intuitions on Genetic Test Decisions4
Noninferiority Margin Size and Acceptance of Trial Results: Contingent Valuation Survey of Clinician Preferences for Noninferior Mortality4
Calculating Expected Value of Sample Information Adjusting for Imperfect Implementation4
2020 North America Annual Meeting for SMDM4
Systematic Development of Patient Decision Aids: An Update from the IPDAS Collaboration4
From Calculation to Communication: Using Risk Score Calculators to Inform Clinical Decision Making and Facilitate Patient Engagement4
Nudging COVID-19 Vaccine Uptake by Changing the Default: A Randomized Controlled Trial4
Shared Decision Making “Ought” to Be Done, but Definitions Need Simplicity: Response to “Reframing SDM Using Implementation Science: SDM Is the Intervention”4
Perceptions of COVID-19 Risk: How Did People Adapt to the Novel Risk?4
How Inclusive Are Patient Decision Aids for People with Limited Health Literacy? An Analysis of Understandability Criteria and the Communication about Options and Probabilities4
Accuracy of State-Level Surveillance during Emerging Outbreaks of Respiratory Viruses: A Model-Based Assessment4
Exploring Cultural and Religious Effects on HPV Vaccination Decision Making Using a Web-Based Decision Aid: A Quasi-experimental Study4
How Do People Process Different Representations of Statistical Information? Insights into Cognitive Effort, Representational Inconsistencies, and Individual Differences4
Attitudes on Equal Health Care Access versus Efficient Clinical Decisions across a Not-for-Profit Health Care System4
Medical Maximizing Orientation and the Desire for Low-Value Screening: An Examination of Mediating Mechanisms4
Use of Advanced Flexible Modeling Approaches for Survival Extrapolation from Early Follow-up Data in two Nivolumab Trials in Advanced NSCLC with Extended Follow-up4
Rising to the De-escalation Challenge: Multilevel Change Needed to Align Clinical Practice with Cancer Screening Guidelines4
Estimating a Preference-Based Value Set for the Mental Health Quality of Life Questionnaire (MHQoL)4
Medical Decision Making and MDM Policy & Practice Reviewers, 20204
Physicians under Pressure: Evidence from Antibiotics Prescribing in England3
Identifying Strategies to Improve Shared Decision Making for Pregnant Patients’ Decisions about Prenatal Genetic Screens and Diagnostic Tests3
Closed-Form Solution of the Unit Normal Loss Integral in 2 Dimensions, with Application in Value-of-Information Analysis3
Assessing and Understanding Reactance, Self-Exemption, Disbelief, Source Derogation and Information Conflict in Reaction to Overdiagnosis in Mammography Screening: Scale Development and Preliminary Va3
An Objective Measure of Decisional Clarity to Assess Decision Aid Effectiveness in Situations with Equipoise: A Randomized Trial3
Preparing Patients with Early Stage Prostate Cancer to Participate in Clinical Appointments Using a Shared Decision Making Training Video3
The Effect of Patient Decision Aid Attributes on Patient Outcomes: A Network Meta-Analysis of a Systematic Review3
A Prospective Cohort Study of Medical Decision-Making Roles and Their Associations with Patient Characteristics and Patient-Reported Outcomes among Patients with Heart Failure3
Choice of Intensive Lifestyle Change and/or Metformin after Shared Decision Making for Diabetes Prevention: Results from the Prediabetes Informed Decisions and Education (PRIDE) Study3
Expected Value of Sample Information to Guide the Design of Group Sequential Clinical Trials3
Spillover Effects of Mental Health Disorders on Family Members’ Health-Related Quality of Life: Evidence from a US Sample3
Assessing Interventions That Prevent Multiple Infectious Diseases: Simple Methods for Multidisease Modeling3
Personalization of Medical Treatment Decisions: Simplifying Complex Models while Maintaining Patient Health Outcomes3
Predicting the Effectiveness of Endemic Infectious Disease Control Interventions: The Impact of Mass Action versus Network Model Structure3
Dynamic and Flexible Survival Models for Extrapolation of Relative Survival: A Case Study and Simulation Study3
Defensive Medicine Practices: Scale Development and Validation3
Utilizing Clinical Trial Data to Assess Timing of Surgical Treatment for Emphysema Patients3
Causal Estimation of Long-term Intervention Cost-effectiveness Using Genetic Instrumental Variables: An Application to Cancer3
Comparative Assessment of Reimbursement Recommendations by NICE and HAS for Oncology New Medicines Indicated for the Treatment of Solid Tumors from 2015 to 20213
Multicriteria Decision-Making Methods for Optimal Treatment Selection in Network Meta-Analysis3
Valuing the Dental Caries Utility Index in Australia3
Layperson Views about the Design and Evaluation of Decision Aids: A Public Deliberation3
Danish Women Make Decisions about Participation in Breast Cancer Screening prior to Invitation Information: An Online Survey Using Experimental Methods3
Estimating the Irreducible Uncertainty in Visual Diagnosis: Statistical Modeling of Skill Using Response Models3
Incorporating Social Determinants of Health in Infectious Disease Models: A Systematic Review of Guidelines3
Using Separate Single-Outcome Risk Presentations Instead of Integrated Multioutcome Formats Improves Comprehension in Discrete Choice Experiments3
A Tutorial on Time-Dependent Cohort State-Transition Models in R Using a Cost-Effectiveness Analysis Example3
A Tutorial on Net Benefit Regression for Real-World Cost-Effectiveness Analysis Using Censored Data from Randomized or Observational Studies2
Natural Frequencies Improve Public Understanding of Medical Test Results: An Experimental Study on Various Bayesian Inference Tasks with Multiple Scoring Methods and Non-Bayesian Reasoning Strategies2
The Lure of Beauty: People Select Representations of Statistical Information Largely Based on Attractiveness, Not Comprehensibility2
End-of-Life Preferences: A Randomized Trial of Framing Comfort Care as Refusal of Treatment in the Context of COVID-192
Testing Nonmonotonicity in Health Preferences2
45th Annual North American Meeting of the Society for Medical Decision Making, Philadelphia, Pennsylvania, United States, 22-25 October 20232
Reframing SDM Using Implementation Science: SDM Is the Intervention2
Quantifying the Impact of Capacity Constraints in Economic Evaluations: An Application in Precision Medicine2
The Influence of Patient and Provider Religious and Spiritual Beliefs on Treatment Decision Making in the Cancer Care Context2
Through the Eyes of Patients: The Effect of Training General Practitioners and Nurses on Perceived Shared Decision-Making Support2
Toward Transparent Demographic Analyses: Statement on the Use and Reporting of Classification Variables Presented as Measuring Individual Characteristics Such as Race, Ethnicity, Indigeneity, National2
Metamodeling for Policy Simulations with Multivariate Outcomes2
A Systematic Review of Methods to Incorporate External Evidence into Trial-Based Survival Extrapolations for Health Technology Assessment2
Changing Time Representation in Microsimulation Models2
Optimal Epidemic Control under Uncertainty: Tradeoffs between Information Collection and Other Actions2
Clarifying Values: An Updated and Expanded Systematic Review and Meta-Analysis2
A Qualitative Exploration of General Practitioners’ Treatment Decision-Making for Depressive Symptoms2
Nurses’ Anxiety Mediates the Relationship between Clinical Tolerance to Uncertainty and Antibiotic Initiation Decisions in Residential Aged-Care Facilities2
Maximizing the Efficiency of Active Case Finding for SARS-CoV-2 Using Bandit Algorithms2
Corrigendum to “The Fallacy of a Single Diagnosis”2
Exploring Structural Uncertainty and Impact of Health State Utility Values on Lifetime Outcomes in Diabetes Economic Simulation Models: Findings from the Ninth Mount Hood Diabetes Quality-of-Life Chal2
Filling the Gap Between Potential and Actual Usefulness of Electronic Health Record (EHR) Data as Patient-Level Evidence2
Approaches to Selecting “Time Zero” in External Control Arms with Multiple Potential Entry Points: A Simulation Study of 8 Approaches2
Creating a Real-World Linked Research Platform for Analyzing the Urgent and Emergency Care System2
Veterans’ Lung Cancer Risk Conceptualizations versus Lung Cancer Screening Shared Decision-Making Conversations with Clinicians: A Qualitative Study2
Randomized Trial of the Choosing Wisely Consumer Questions and a Shared Decision-Making Video Intervention on Decision-Making Outcomes2
Effectiveness of Face Masks in Reducing the Spread of COVID-19: A Model-Based Analysis2
Blended Survival Curves: A New Approach to Extrapolation for Time-to-Event Outcomes from Clinical Trials in Health Technology Assessment2
How Much Information Is Too Much? An Experimental Examination of How Information Disclosures May Unintentionally Encourage the Withholding of Health Information2
Decision Curve Analysis for Personalized Treatment Choice between Multiple Options2
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