• 8271 Citations
  • 43 h-Index
1983 …2021
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Research Output 1983 2019

2019
Public Health
Research

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
1 Citation (Scopus)

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

National Institutes of Health Office of Behavioral, Social Sciences Research Expert Panel on Comparator Selection in Behavioral & Social Science Clinical Trials, Jun 1 2019, In : Journal of Clinical Epidemiology. 110, p. 74-81 8 p.

Research output: Contribution to journalReview article

Randomized Controlled Trials
Health
Behavioral Sciences
Social Sciences
National Institutes of Health (U.S.)
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
69 Citations (Scopus)

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., Tabak, R. G., Ducharme, L., Chambers, D. A., Neta, G., Wiley, T., Landsverk, J., Cheung, K. & Cruden, G., Mar 20 2017, In : Annual Review of Public Health. 38, p. 1-22 22 p.

Research output: Contribution to journalReview article

Research Design
Translational Medical Research
Social Welfare
Health
National Institutes of Health (U.S.)
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.)
42 Citations (Scopus)

Evaluating Digital Health Interventions: Key Questions and Approaches

Murray, E., Hekler, E. B., Andersson, G., Collins, L. M., Doherty, A., Hollis, C., Rivera, D. E., West, R. & Wyatt, J. C., Nov 1 2016, In : American Journal of Preventive Medicine. 51, 5, p. 843-851 9 p.

Research output: Contribution to journalEditorial

Knowledge Bases
Health
Research
Cost-Benefit Analysis
Insurance Benefits
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
3 Citations (Scopus)

Utilizing MOST frameworks and SMART designs for intervention research

Wilbur, J. E., Kolanowski, A. M. & Collins, L. M., Jul 1 2016, In : Nursing outlook. 64, 4, p. 287-289 3 p.

Research output: Contribution to journalEditorial

Research Design
2015
5 Citations (Scopus)
Life Style
Obesity
corrigendum
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)

A Hybrid Model Predictive Control strategy for optimizing a smoking cessation intervention

Timms, K. P., Rivera, D. E., Piper, M. E. & Collins, L. M., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 2389-2394 6 p. 6859466. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Drug therapy
Tobacco
Feedback
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
10 Citations (Scopus)

Control systems engineering for understanding and optimizing smoking cessation interventions

Timms, K. P., Rivera, D. E., Collins, L. M. & Piper, M. E., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 1964-1969 6 p. 6580123. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Systems engineering
Control systems
Drawing (graphics)
Health
Public health
15 Citations (Scopus)

Hybrid model predictive control for optimizing gestational weight gain behavioral interventions

Dong, Y., Rivera, D. E., Downs, D. S., Williams, J. S., Thomas, D. M. & Collins, L. M., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 1970-1975 6 p. 6580124. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Weight control
Public health
Education
Controllers
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
18 Citations (Scopus)

A dynamical systems model for improving gestational weight gain behavioral interventions

Dong, Y., Rivera, D. E., Thomas, D. M., Navarro-Barrientos, J. E., Downs, D. S., Williams, J. S. & Collins, L. M., 2012, 2012 American Control Conference, ACC 2012. p. 4059-4064 6 p. 6315424

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamical systems
Model predictive control
Public health
Energy balance
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
6 Citations (Scopus)

System identification modeling of a smoking cessation intervention

Timms, K. P., Rivera, D. E., Collins, L. M. & Piper, M. E., Oct 9 2012, SYSID 2012 - 16th IFAC Symposium on System Identification, Final Program. PART 1 ed. p. 786-791 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 16, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
Feedback
Model structures
Availability
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