• 9209 Citations
  • 45 h-Index
1983 …2020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

2020

A Factorial Experiment to Optimize Remotely Delivered Behavioral Treatment for Obesity: Results of the Opt-IN Study

Spring, B., Pfammatter, A. F., Marchese, S. H., Stump, T., Pellegrini, C., McFadden, H. G., Hedeker, D., Siddique, J., Jordan, N. & Collins, L. M., 2020, (Accepted/In press) In : Obesity.

Research output: Contribution to journalArticle

Open Access

A Tribute to the Mind, Methodology and Mentoring of Wayne Velicer

Harlow, L. L., Aiken, L., Blankson, A. N., Boodoo, G. M., Brick, L. A. D., Collins, L. M., Cumming, G., Fava, J. L., Goodwin, M. S., Hoeppner, B. B., MacKinnon, D. P., Molenaar, P. C. M., Rodgers, J. L., Rossi, J. S., Scott, A., Steiger, J. H. & West, S. G., Jan 1 2020, (Accepted/In press) In : Multivariate Behavioral Research.

Research output: Contribution to journalArticle

Developing a Psychological-Behavioral Intervention in Cardiac Patients Using the Multiphase Optimization Strategy: Lessons Learned From the Field

Huffman, J. C., Millstein, R. A., Celano, C. M., Healy, B. C., Park, E. R. & Collins, L. M., Feb 21 2020, In : Annals of behavioral medicine : a publication of the Society of Behavioral Medicine. 54, 3, p. 151-163 13 p.

Research output: Contribution to journalArticle

2019
4 Scopus citations

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

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 2019, In : Journal of Clinical Epidemiology. 110, p. 74-81 8 p.

Research output: Contribution to journalReview article

8 Scopus citations
2018

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

3 Scopus citations

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

3 Scopus citations

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

201 Scopus citations

Multilevel factorial designs with experiment-induced clustering

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

Research output: Contribution to journalArticle

2 Scopus citations

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 2018, In : Contemporary Clinical Trials. 66, p. 9-19 11 p.

Research output: Contribution to journalArticle

6 Scopus citations

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

16 Scopus citations

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 2018, In : Contemporary Clinical Trials. 66, p. 1-8 8 p.

Research output: Contribution to journalArticle

10 Scopus citations
2017

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

93 Scopus citations

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 2017, In : Behavior Therapy. 48, 4, p. 567-580 14 p.

Research output: Contribution to journalArticle

14 Scopus citations

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

14 Scopus citations

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

10 Scopus citations

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

7 Scopus citations

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

10 Scopus citations
2016

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

44 Scopus citations

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

30 Scopus citations

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

22 Scopus citations

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

19 Scopus citations

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

73 Scopus citations

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

25 Scopus citations
16 Scopus citations

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 2016, In : Journal of medical Internet research. 18, 6, e154.

Research output: Contribution to journalArticle

17 Scopus citations

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

53 Scopus citations

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

4 Scopus citations
2014

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, p. S159-S168

Research output: Contribution to journalArticle

20 Scopus citations

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

10 Scopus citations

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

10 Scopus citations

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. & Conrod, P., 2014, In : PLoS medicine. 11, 10

Research output: Contribution to journalArticle

14 Scopus citations

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., Sep 1 2014, In : Translational behavioral medicine. 4, 3, p. 238-251 14 p.

Research output: Contribution to journalArticle

34 Scopus citations

Factorial experiments: Efficient tools for evaluation of intervention components

Collins, L. M., Dziak, J. 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

89 Scopus citations

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., Jun 2014, In : Psychological Methods. 19, 2, p. 175-187 13 p.

Research output: Contribution to journalArticle

16 Scopus citations

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

23 Scopus citations

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

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

Research output: Contribution to journalArticle

74 Scopus citations

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., Jul 2014, In : Contemporary Clinical Trials. 38, 2, p. 251-259 9 p.

Research output: Contribution to journalArticle

33 Scopus citations

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

18 Scopus citations
2013

Control systems engineering for understanding and optimizing smoking cessation interventions

Timms, K. P., Rivera, D. E., Collins, L. M. & Piper, M. E., 2013, 2013 American Control Conference, ACC 2013. Institute of Electrical and Electronics Engineers Inc., p. 1964-1969 6 p. 6580123. (Proceedings of the American Control Conference).

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

12 Scopus citations

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

17 Scopus citations

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

28 Scopus citations

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

25 Scopus citations

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

9 Scopus citations
2012

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

20 Scopus citations

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

39 Scopus citations

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

Dziak, J. 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

41 Scopus citations

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

6 Scopus citations