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1983 …2021
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Research Output 1983 2019

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2019

Effects of motivation phase intervention components on quit attempts in smokers unwilling to quit: A factorial experiment

Engle, J. L., Mermelstein, R., Baker, T. B., Smith, S. S., Schlam, T. R., Piper, M. E., Jorenby, D. E., Collins, L. M. & Cook, J. W., Apr 1 2019, In : Drug and alcohol dependence. 197, p. 149-157 9 p.

Research output: Contribution to journalArticle

Withholding Treatment
Motivation
Nicotine
Tobacco Use Cessation Products
Counseling
2018
1 Citation (Scopus)

A randomized controlled trial of an optimized smoking treatment delivered in primary care

Piper, M. E., Cook, J. W., Schlam, T. R., Jorenby, D. E., Smith, S. S., Collins, L. M., Mermelstein, R., Fraser, D., Fiore, M. C. & Baker, T. B., Sep 13 2018, In : Annals of Behavioral Medicine. 52, 10, p. 854-864 11 p.

Research output: Contribution to journalArticle

Primary Health Care
Randomized Controlled Trials
Smoking
Withholding Treatment
Smoking Cessation
2 Citations (Scopus)

Healthy Campus Trial: A multiphase optimization strategy (MOST) fully factorial trial to optimize the smartphone cognitive behavioral therapy (CBT) app for mental health promotion among university students: Study protocol for a randomized controlled trial

Uwatoko, T., Luo, Y., Sakata, M., Kobayashi, D., Sakagami, Y., Takemoto, K., Collins, L. M., Watkins, E., Hollon, S. D., Wason, J., Noma, H., Horikoshi, M., Kawamura, T., Iwami, T. & Furukawa, T. A., Jul 4 2018, In : Trials. 19, 1, 353.

Research output: Contribution to journalArticle

Cognitive Therapy
Health Promotion
Mental Health
Randomized Controlled Trials
Students
105 Citations (Scopus)

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., Jan 1 2018, In : Annals of Behavioral Medicine. 52, 6, p. 446-462 17 p.

Research output: Contribution to journalArticle

Telemedicine
Health Behavior
Research
Motivation
Research Personnel

Multilevel factorial designs with experiment-induced clustering

Nahum-Shani, I., Dziak, J. & Collins, L. M., Sep 1 2018, In : Psychological Methods. 23, 3, p. 458-479 22 p.

Research output: Contribution to journalArticle

Cluster Analysis
Research Design
Behavioral Sciences
Research Personnel
Power (Psychology)
4 Citations (Scopus)

Optimization of a technology-supported physical activity intervention for breast cancer survivors: Fit2Thrive study protocol

Phillips, S. M., Collins, L. M., Penedo, F. J., Courneya, K. S., Welch, W., Cottrell, A., Lloyd, G. R., Gavin, K., Cella, D., Ackermann, R. T., Siddique, J. & Spring, B., Mar 1 2018, In : Contemporary Clinical Trials. 66, p. 9-19 11 p.

Research output: Contribution to journalArticle

Survivors
Exercise
Breast Neoplasms
Technology
Text Messaging
11 Citations (Scopus)

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., Januzzi, J. L. & Huffman, J. C., Jul 1 2018, In : Psychosomatic medicine. 80, 6, p. 526-534 9 p.

Research output: Contribution to journalArticle

Health Behavior
Acute Coronary Syndrome
Emotions
Psychology
Exercise
4 Citations (Scopus)

Tobacco dependence treatment in the emergency department: A randomized trial using the Multiphase Optimization Strategy

Bernstein, S. L., Dziura, J., Weiss, J., Miller, T., Vickerman, K. A., Grau, L. E., Pantalon, M. V., Abroms, L., Collins, L. M. & Toll, B., Mar 1 2018, In : Contemporary Clinical Trials. 66, p. 1-8 8 p.

Research output: Contribution to journalArticle

Tobacco Use Disorder
Hospital Emergency Service
Hospital Departments
Telephone
Cost-Benefit Analysis
2017
7 Citations (Scopus)

Implementing Clinical Research Using Factorial Designs: A Primer

Baker, T. B., Baker, T. B., Smith, S. S., Smith, S. S., Bolt, D. M., Loh, W. Y., Mermelstein, R., Fiore, M. C., Piper, M. E., Fiore, M. C., Piper, M. E. & Collins, L. M., Jul 1 2017, In : Behavior Therapy. 48, 4, p. 567-580 14 p.

Research output: Contribution to journalArticle

Randomized Controlled Trials
Research
Research Personnel
Research Design
10 Citations (Scopus)

The Positive Emotions after Acute Coronary Events behavioral health intervention: Design, rationale, and preliminary feasibility of a factorial design study

Huffman, J. C., Albanese, A. M., Campbell, K. A., Celano, C. M., Millstein, R. A., Mastromauro, C. A., Healy, B. C., Chung, W. J., Januzzi, J. L., Collins, L. M. & Park, E. R., Apr 1 2017, In : Clinical Trials. 14, 2, p. 128-139 12 p.

Research output: Contribution to journalArticle

Emotions
Psychology
Exercise
Health
Acute Coronary Syndrome
9 Citations (Scopus)

Toward precision smoking cessation treatment I: Moderator results from a factorial experiment

Piper, M. E., Schlam, T. R., Cook, J. W., Smith, S. S., Bolt, D. M., Loh, W. Y., Mermelstein, R., Collins, L. M., Fiore, M. C. & Baker, T. B., Feb 1 2017, In : Drug and Alcohol Dependence. 171, p. 59-65 7 p.

Research output: Contribution to journalArticle

Withholding Treatment
Moderators
Smoking Cessation
Nicotine
Tobacco Use Cessation Products
6 Citations (Scopus)

Toward precision smoking cessation treatment II: Proximal effects of smoking cessation intervention components on putative mechanisms of action

Piper, M. E., Cook, J. W., Schlam, T. R., Smith, S. S., Bolt, D. M., Collins, L. M., Mermelstein, R., Fiore, M. C. & Baker, T. B., Feb 1 2017, In : Drug and Alcohol Dependence. 171, p. 50-58 9 p.

Research output: Contribution to journalArticle

Withholding Treatment
Smoking Cessation
Nicotine
Self Efficacy
Counseling
4 Citations (Scopus)

Using the multiphase optimization strategy (MOST) to optimize an HIV care continuum intervention for vulnerable populations: A study protocol

Gwadz, M. V., Collins, L. M., Cleland, C. M., Leonard, N. R., Wilton, L., Gandhi, M., Scott Braithwaite, R., Perlman, D. C., Kutnick, A. & Ritchie, A. S., May 4 2017, In : BMC Public Health. 17, 1, 383.

Research output: Contribution to journalArticle

Continuity of Patient Care
Vulnerable Populations
HIV
Hispanic Americans
African Americans
2016
31 Citations (Scopus)

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., Nov 1 2016, In : American Journal of Preventive Medicine. 51, 5, p. 825-832 8 p.

Research output: Contribution to journalArticle

Research Design
Health
27 Citations (Scopus)

Comparative effectiveness of intervention components for producing long-term abstinence from smoking: A factorial screening experiment

Schlam, T. R., Fiore, M. C., Smith, S. S., Fraser, D., Bolt, D. M., Collins, L. M., Mermelstein, R., Piper, M. E., Cook, J. W., Jorenby, D. E., Loh, W. Y. & Baker, T. B., Jan 1 2016, In : Addiction. 111, 1, p. 142-155 14 p.

Research output: Contribution to journalArticle

Counseling
Smoking
Tobacco Use Cessation Products
Medication Adherence
Maintenance
19 Citations (Scopus)

Comparative effectiveness of motivation phase intervention components for use with smokers unwilling to quit: A factorial screening experiment

Cook, J. W., Collins, L. M., Fiore, M. C., Smith, S. S., Fraser, D., Bolt, D. M., Baker, T. B., Piper, M. E., Schlam, T. R., Jorenby, D., Loh, W. Y. & Mermelstein, R., Jan 1 2016, In : Addiction. 111, 1, p. 117-128 12 p.

Research output: Contribution to journalArticle

Motivation
Counseling
Motivational Interviewing
Nicotine
Smoking
17 Citations (Scopus)

Enhancing the effectiveness of smoking treatment research: Conceptual bases and progress

Baker, T. B., Collins, L. M., Mermelstein, R., Piper, M. E., Schlam, T. R., Cook, J. W., Bolt, D. M., Smith, S. S., Jorenby, D. E., Fraser, D., Loh, W. Y., Theobald, W. E. & Fiore, M. C., Jan 1 2016, In : Addiction. 111, 1, p. 107-116 10 p.

Research output: Contribution to journalArticle

Smoking
Research
Motivation
Maintenance
National Cancer Institute (U.S.)
21 Citations (Scopus)

Identifying effective intervention components for smoking cessation: A factorial screening experiment

Piper, M. E., Fiore, M. C., Smith, S. S., Fraser, D., Bolt, D. M., Collins, L. M., Mermelstein, R., Schlam, T. R., Cook, J. W., Jorenby, D. E., Loh, W. Y. & Baker, T. B., Jan 1 2016, In : Addiction. 111, 1, p. 129-141 13 p.

Research output: Contribution to journalArticle

Smoking Cessation
Counseling
Nicotine
Smoking
Tobacco Use Cessation Products
9 Citations (Scopus)

Implementing multifactorial psychotherapy research in online virtual environments (IMPROVE-2): Study protocol for a phase III trial of the MOST randomized component selection method for internet cognitive-behavioural therapy for depression

Watkins, E., Newbold, A., Tester-Jones, M., Javaid, M., Cadman, J., Collins, L. M., Graham, J. W. & Mostazir, M., Oct 6 2016, In : BMC psychiatry. 16, 1, 345.

Research output: Contribution to journalArticle

Cognitive Therapy
Psychotherapy
Internet
Depression
Research
14 Citations (Scopus)

Mining health app data to find more and less successful weight loss subgroups

Serrano, K. J., Yu, M., Coa, K. I., Collins, L. M. & Atienza, A. A., Jun 1 2016, In : Journal of Medical Internet Research. 18, 6, e154.

Research output: Contribution to journalArticle

Weight Loss
Health
Data Mining
Weights and Measures
Cost of Illness
44 Citations (Scopus)

Optimization of Multicomponent Behavioral and Biobehavioral Interventions for the Prevention and Treatment of HIV/AIDS

Collins, L. M., Kugler, K. C. & Gwadz, M. V., Jan 1 2016, In : AIDS and Behavior. 20, p. 197-214 18 p.

Research output: Contribution to journalArticle

Acquired Immunodeficiency Syndrome
HIV
Cost-Benefit Analysis
Knowledge Bases
Costs and Cost Analysis
2014
18 Citations (Scopus)

A dynamical systems approach to understanding self-regulation in smoking cessation behavior change

Timms, K. P., Rivera, D. E., Collins, L. M. & Piper, M. E., Jan 1 2014, In : Nicotine and Tobacco Research. 16, SUPPL2

Research output: Contribution to journalArticle

Smoking Cessation
Systems Analysis
Smoking
Randomized Controlled Trials
Self-Control
9 Citations (Scopus)

Continuous-time system identification of a smoking cessation intervention

Timms, K. P., Rivera, D. E., Collins, L. M. & Piper, M. E., Jul 3 2014, In : International Journal of Control. 87, 7, p. 1423-1437 15 p.

Research output: Contribution to journalArticle

Continuous time systems
Identification (control systems)
Public health
12 Citations (Scopus)

Europe Needs a Central, Transparent, and Evidence-Based Approval Process for Behavioural Prevention Interventions

Faggiano, F., Allara, E., Giannotta, F., Molinar, R., Sumnall, H., Wiers, R., Michie, S., Collins, L. M. & Conrod, P., Jan 1 2014, In : PLoS Medicine. 11, 10

Research output: Contribution to journalArticle

Health Behavior
Delivery of Health Care
30 Citations (Scopus)

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., Jan 1 2014, In : Translational Behavioral Medicine. 4, 3, p. 238-251 14 p.

Research output: Contribution to journalArticle

Decision Making
73 Citations (Scopus)

Factorial experiments: Efficient tools for evaluation of intervention components

Collins, L. M., Dziak, J., Kugler, K. C. & Trail, J. B., Jan 1 2014, In : American Journal of Preventive Medicine. 47, 4, p. 498-504 7 p.

Research output: Contribution to journalArticle

Preventive Medicine
Research Design
Research Personnel
Research
12 Citations (Scopus)

Functional data analysis for dynamical system identification of behavioral processes

Trail, J. B., Collins, L. M., Rivera, D. E., Li, R., Piper, M. E. & Baker, T. B., Jan 1 2014, In : Psychological Methods. 19, 2, p. 175-187 13 p.

Research output: Contribution to journalArticle

Substance Withdrawal Syndrome
Smoking Cessation
Nicotine
Tobacco
Smoking
17 Citations (Scopus)

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., Sep 1 2014, In : Translational behavioral medicine. 4, 3, p. 252-259 8 p.

Research output: Contribution to journalArticle

Public Health
Program Evaluation
Athletes
Therapeutics
Students
58 Citations (Scopus)

Optimization of behavioral dynamic treatment regimens based on the sequential, multiple assignment, randomized trial (SMART)

Collins, L. M., Nahum-Shani, I. & Almirall, D., Jan 1 2014, In : Clinical Trials. 11, 4, p. 426-434 9 p.

Research output: Contribution to journalArticle

Random Allocation
Research Design
Public Health
Health
27 Citations (Scopus)

Optimization of remotely delivered intensive lifestyle treatment for obesity using the Multiphase Optimization Strategy: Opt-IN study protocol

Pellegrini, C. A., Hoffman, S. A., Collins, L. M. & Spring, B., Jan 1 2014, In : Contemporary Clinical Trials. 38, 2, p. 251-259 9 p.

Research output: Contribution to journalArticle

Life Style
Weight Loss
Obesity
Text Messaging
Weights and Measures
13 Citations (Scopus)

Youths' Substance Use and Changes in Parental Knowledge-Related Behaviors During Middle School: A Person-Oriented Approach

Lippold, M. A., Greenberg, M. T. & Collins, L. M., Jan 1 2014, In : Journal of youth and adolescence. 43, 5, p. 729-744 16 p.

Research output: Contribution to journalArticle

human being
school grade
Communication
dyad
Mothers
2013
21 Citations (Scopus)

Parental Knowledge and Youth Risky Behavior: A Person Oriented Approach

Lippold, M. A., Greenberg, M. T. & Collins, L. M., Nov 1 2013, In : Journal of youth and adolescence. 42, 11, p. 1732-1744 13 p.

Research output: Contribution to journalArticle

human being
Mothers
supervision
parents
Communication
21 Citations (Scopus)

Recruiting and engaging smokers in treatment in a primary care setting: Developing a chronic care model implemented through a modified electronic health record

Piper, M. E., Baker, T. B., Mermelstein, R., Collins, L. M., Fraser, D. L., Jorenby, D. E., Smith, S. S., Christiansen, B. A., Schlam, T. R., Cook, J. W., Oguss, M. & Fiore, M. C., Sep 1 2013, In : Translational behavioral medicine. 3, 3, p. 253-263 11 p.

Research output: Contribution to journalArticle

Electronic Health Records
Primary Health Care
Tobacco Use Disorder
Withholding Treatment
Smoking
8 Citations (Scopus)

Some methodological considerations in theory-based health behavior research

Collins, L. M., MacKinnon, D. P. & Reeve, B. B., Aug 7 2013, In : Health Psychology. 32, 5, p. 586-591 6 p.

Research output: Contribution to journalArticle

Social Psychology
Health Behavior
Personality
Behavioral Medicine
Research
2012
34 Citations (Scopus)

Dynamic energy-balance model predicting gestational weight gain

Thomas, D. M., Navarro-Barrientos, J. E., Rivera, D. E., Heymsfield, S. B., Bredlau, C., Redman, L. M., Martin, C. K., Lederman, S. A., Collins, L. M. & Butte, N. F., Jan 1 2012, In : American Journal of Clinical Nutrition. 95, 1, p. 115-122 8 p.

Research output: Contribution to journalArticle

Weight Gain
Energy Intake
Fats
Theoretical Models
Body Water
34 Citations (Scopus)

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

Dziak, J., Nahum-Shani, I. & Collins, L. M., Jun 1 2012, In : Psychological Methods. 17, 2, p. 153-175 23 p.

Research output: Contribution to journalArticle

Sample Size
Research Design
Research Personnel
Students
Population
20 Citations (Scopus)

Translational Research in South Africa: Evaluating Implementation Quality Using a Factorial Design

Caldwell, L. L., Smith, E. A., Collins, L. M., Graham, J. W., Lai, M., Wegner, L., Vergnani, T., Matthews, C. & Jacobs, J., Apr 1 2012, In : Child and Youth Care Forum. 41, 2, p. 119-136 18 p.

Research output: Contribution to journalArticle

teacher
school
town
leisure time
teacher training
2011
58 Citations (Scopus)

A dynamical model for describing behavioural interventions for weight loss and body composition change

Navarro-Barrientos, J. E., Rivera, D. E. & Collins, L. M., Apr 1 2011, In : Mathematical and Computer Modelling of Dynamical Systems. 17, 2, p. 183-203 21 p.

Research output: Contribution to journalArticle

Dynamical Model
Chemical analysis
Energy Balance
Energy balance
Model
11 Citations (Scopus)

A risk-based model predictive control approach to adaptive interventions in behavioral health

Zafra-Cabeza, A., Rivera, D. E., Collins, L. M., Ridao, M. A. & Camacho, E. F., Jul 1 2011, In : IEEE Transactions on Control Systems Technology. 19, 4, p. 891-901 11 p., 5499451.

Research output: Contribution to journalArticle

Model predictive control
Health
Tobacco
Risk management
Costs
1 Citation (Scopus)

Commentaries on Replication in Prevention Science: A Rejoinder

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., Jun 1 2011, In : Prevention Science. 12, 2, p. 123-125 3 p.

Research output: Contribution to journalArticle

85 Citations (Scopus)

New methods for tobacco dependence treatment research

Baker, T. B., Mermelstein, R., Collins, L. M., Piper, M. E., Jorenby, D. E., Smith, S. S., Christiansen, B. A., Schlam, T. R., Cook, J. W. & Fiore, M. C., Jan 1 2011, In : Annals of Behavioral Medicine. 41, 2, p. 192-207 16 p.

Research output: Contribution to journalArticle

Tobacco Use Disorder
Research
Outcome Assessment (Health Care)
Withholding Treatment
Smoking Cessation
86 Citations (Scopus)

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., Jun 1 2011, In : Prevention Science. 12, 2, p. 103-117 15 p.

Research output: Contribution to journalArticle

Research
Hope
Public Health
Knowledge Bases
Motivation
121 Citations (Scopus)

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., Apr 1 2011, In : Annals of Behavioral Medicine. 41, 2, p. 208-226 19 p.

Research output: Contribution to journalArticle

Tobacco Use
Smoking Cessation
Cost-Benefit Analysis
Health
Research
2010
35 Citations (Scopus)
Alcohols
Tobacco
Logistic Models
Pharmaceutical Preparations
Protective Factors
2009
25 Citations (Scopus)

A prospective longitudinal model of substance use onset among south african adolescents

Patrick, M. E., Collins, L. M., Smith, E. A., Caldwell, L. L., Flisher, A. & Wegner, L., Apr 1 2009, In : Substance Use and Misuse. 44, 5, p. 647-662 16 p.

Research output: Contribution to journalArticle

Cannabis
Tobacco Products
adolescent
South Africa
Self Report
34 Citations (Scopus)

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., Jan 1 2009, In : Clinical Trials. 6, 1, p. 5-15 11 p.

Research output: Contribution to journalArticle

Empirical Research
Structural Models
Computer Simulation
Randomized Controlled Trials
Health
113 Citations (Scopus)
Decision Making
Research Personnel
Research Design
Costs and Cost Analysis
Research
39 Citations (Scopus)

Developing multicomponent interventions using fractional factorial designs

Chakraborty, B., Collins, L. M., Strecher, V. J. & Murphy, S. A., Sep 20 2009, In : Statistics in Medicine. 28, 21, p. 2687-2708 22 p.

Research output: Contribution to journalArticle

Fractional Factorial Design
Smoking Cessation
Screening
Factorial Design
Health
2008
107 Citations (Scopus)
Risk-Taking
risk behavior
Sexual Behavior
development model
statistical method
14 Citations (Scopus)

Tobacco, alcohol, and marijuana use among first-year U.S. college students: A time series analysis

Dierker, L., Stolar, M., Lloyd-Richardson, E., Tiffany, S., Flay, B., Collins, L., Nichter, M., Nichter, M., Bailey, S., Clayton, R., Abrams, D., Balster, R., Dahl, R., Giovino, G., Henningfield, J., Koob, G., McMahon, R., Merikangas, K., Shiffman, S., Prager, D. & 12 others, Segress, M., Agnew, C., Colder, C., Donny, E., Dorn, L., Eissenberg, T., Flaherty, B., Liang, L., Maylath, N., Richardson, E., Shadel, W. & Stroud, L., Apr 1 2008, In : Substance Use and Misuse. 43, 5, p. 680-699 20 p.

Research output: Contribution to journalArticle

time series analysis
Cannabis
nicotine
Tobacco
alcohol