Collins, Linda M.

A comparison of inclusive and restrictive strategies in modern missing data procedures.

Collins, L. M., Schafer, J. L., & Kam, C.-M. (2001) · Psychological Methods

Statistical Methods and Bayesian InferencePsychometric Methodologies and Testing

Cited by 2,389

Just-in-time adaptive interventions (JITAIs) in mobile health: key components and design principles for ongoing health behavior support

Nahum-Shani, I., Smith, S. N., Spring, B. J., Collins, L. M., Witkiewitz, K., Tewari, A., & Murphy, S. A. (2018) · Annals of Behavioral Medicine

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 2,171

The Multiphase Optimization Strategy (MOST) and the Sequential Multiple Assignment Randomized Trial (SMART)

Collins, L. M., Murphy, S. A., & Strecher, V. (2007) · American Journal of Preventive Medicine

Statistical Methods in Clinical TrialsAdvanced Causal Inference Techniques

Cited by 1,082

Evaluating Digital Health Interventions

Murray, E., Hekler, E. B., Andersson, G., Collins, L. M., Doherty, A., Hollis, C., Rivera, D. E., West, R., & Wyatt, J. C. (2016) · American Journal of Preventive Medicine

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 847

A Conceptual Framework for Adaptive Preventive Interventions

Collins, L. M., Murphy, S. A., & Bierman, K. L. (2004) · Prevention Science

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 608

An Overview of Research and Evaluation Designs for Dissemination and Implementation

Brown, C. H., Curran, G., Palinkas, L. A., Aarons, G. A., Wells, K. B., Jones, L., Collins, L. M., Duan, N., Mittman, B. S., Wallace, A., et al. (2017) · Annual Review of Public Health

Health Policy Implementation ScienceEvaluation and Performance Assessment

Cited by 509

A strategy for optimizing and evaluating behavioral interventions

Collins, L. M., Murphy, S. A., Nair, V. N., & Strecher, V. J. (2005) · Annals of Behavioral Medicine

Health Policy Implementation ScienceSmoking Behavior and Cessation

Cited by 492

Design of experiments with multiple independent variables: A resource management perspective on complete and reduced factorial designs.

Collins, L. M., Dziak, J. J., & Li, R. (2009) · Psychological Methods

Optimal Experimental Design MethodsPsychology Research and Bibliometrics

Cited by 431

Factorial Experiments

Collins, L. M., Dziak, J. J., Kugler, K. C., & Trail, J. B. (2014) · American Journal of Preventive Medicine

Optimal Experimental Design MethodsStatistical Methods in Clinical Trials

Cited by 335

The Multiphase Optimization Strategy for Engineering Effective Tobacco Use Interventions

Collins, L. M., Baker, T. B., Mermelstein, R. J., Piper, M. E., Jorenby, D. E., Smith, S. S., Christiansen, B. A., Schlam, T. R., Cook, J. W., & Fiore, M. C. (2011) · Annals of Behavioral Medicine

Smoking Behavior and CessationHealth Policy Implementation Science

Cited by 300

Web-Based Smoking-Cessation Programs

Strecher, V. J., McClure, J. B., Alexander, G. L., Chakraborty, B., Nair, V. N., Konkel, J. M., Greene, S. M., Collins, L. M., Carlier, C. C., Wiese, C. J., et al. (2008) · American Journal of Preventive Medicine

Smoking Behavior and CessationSubstance Abuse Treatment and Outcomes

Cited by 266

Optimization of Behavioral, Biobehavioral, and Biomedical Interventions: The Multiphase Optimization Strategy (MOST)

Collins, L. M. (2018) · Statistics for Social and Behavioral Sciences

Statistical Methods in Clinical TrialsHealth Policy Implementation Science

Cited by 257

The selection of comparators for randomized controlled trials of health-related behavioral interventions: recommendations of an NIH expert panel

Freedland, K. E., King, A. C., Ambrosius, W. T., Mayo-Wilson, E., Mohr, D. C., Czajkowski, S. M., Thabane, L., Collins, L. M., Rebok, G. W., Treweek, S. P., et al. (2019) · Journal of Clinical Epidemiology

Statistical Methods in Clinical TrialsHealth Policy Implementation Science

Cited by 218

Advancing Models and Theories for Digital Behavior Change Interventions

Hekler, E. B., Michie, S., Pavel, M., Rivera, D. E., Collins, L. M., Jimison, H. B., Garnett, C., Parral, S., & Spruijt-Metz, D. (2016) · American Journal of Preventive Medicine

Behavioral Health and InterventionsDigital Mental Health Interventions

Cited by 174

Replication in prevention science

Valentine, J. C., Biglan, A., Boruch, R. F., Castro, F. G., Collins, L. M., Flay, B. R., Kellam, S., Mościcki, E. K., & Schinke, S. P. (2011) · Prevention Science

Meta-analysis and systematic reviewsHealth Policy Implementation Science

Cited by 166

Using engineering control principles to inform the design of adaptive interventions: A conceptual introduction

Rivera, D. E., Pew, M. D., & Collins, L. M. (2007) · Drug and Alcohol Dependence

Substance Abuse Treatment and OutcomesDigital Mental Health Interventions

Cited by 151

Multilevel factorial experiments for developing behavioral interventions: power, sample size, and resource considerations

Dziak, J. J., Nahum-Shani, I., & Collins, L. M. (2012) · Psychological Methods

Optimal Experimental Design MethodsStatistical Methods and Bayesian Inference

Cited by 142

Evaluating individual intervention components: Making decisions based on the results of a factorial screening experiment

Collins, L. M., Trail, J. B., Kugler, K. C., Baker, T. B., Piper, M. E., & Mermelstein, R. J. (2014) · Translational Behavioral Medicine

Optimal Experimental Design MethodsHealth Policy Implementation Science

Cited by 119

Developing multicomponent interventions using fractional factorial designs

Chakraborty, B., Collins, L. M., Strecher, V. J., & Murphy, S. A. (2009) · Statistics in Medicine

Optimal Experimental Design MethodsStatistical Methods in Clinical Trials

Cited by 107

Comparison of a phased experimental approach and a single randomized clinical trial for developing multicomponent behavioral interventions

Collins, L. M., Chakraborty, B., Murphy, S. A., & Strecher, V. (2009) · Clinical Trials

Statistical Methods in Clinical TrialsHealth Policy Implementation Science

Cited by 80

Optimizing a Positive Psychology Intervention to Promote Health Behaviors After an Acute Coronary Syndrome: The Positive Emotions After Acute Coronary Events III (PEACE-III) Randomized Factorial Trial

Celano, C. M., Albanese, A. M., Millstein, R. A., Mastromauro, C. A., Chung, W.-J., Campbell, K. A., Legler, S. R., Park, E. R., Healy, B. C., Collins, L. M., et al. (2018) · Psychosomatic Medicine

Cardiac Health and Mental HealthPhysical Activity and Health

Cited by 78

Group Comparability: A Multiattribute Utility Measurement Approach to the Use of Random Assignment with Small Numbers of Aggregated Units

Graham, J. W., Flay, B. R., Anderson Johnson, C., Hansen, W. B., & Collins, L. M. (1984) · Evaluation Review

Advanced Causal Inference TechniquesOptimal Experimental Design Methods

Cited by 70

Moving beyond the treatment package approach to developing behavioral interventions: addressing questions that arose during an application of the Multiphase Optimization Strategy (MOST)

Wyrick, D. L., Rulison, K. L., Fearnow-Kenney, M., Milroy, J. J., & Collins, L. M. (2014) · Translational Behavioral Medicine

Health Policy Implementation ScienceSubstance Abuse Treatment and Outcomes

Cited by 57

Conceptual Introduction to the Multiphase Optimization Strategy (MOST)

Collins, L. M. (2018) · Statistics for Social and Behavioral Sciences

Statistical Methods in Clinical TrialsHealth Policy Implementation Science

Cited by 51