• 8645 Citations
  • 44 h-Index
1983 …2021
If you made any changes in Pure, your changes will be visible here soon.

Research Output 1983 2019

2 Citations (Scopus)
Public Health
Research
1215 Citations (Scopus)

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

Collins, L. M., Schafer, J. L. & Kam, C. M., Dec 1 2001, In : Psychological Methods. 6, 3, p. 330-351 22 p.

Research output: Contribution to journalReview article

Cost-Benefit Analysis
Software
Costs and Cost Analysis
368 Citations (Scopus)

A conceptual framework for adaptive preventive interventions

Collins, L. M., Murphy, S. A. & Bierman, K. L., Sep 1 2004, In : Prevention Science. 5, 3, p. 185-196 12 p.

Research output: Contribution to journalReview article

Research
68 Citations (Scopus)

Adaptive sampling in research on risk-related behaviors

Thompson, S. K. & Collins, L. M., Nov 1 2002, In : Drug and Alcohol Dependence. 68, SUPPL., p. 57-67 11 p.

Research output: Contribution to journalArticle

Drug Users
Sampling
Research
Population
Research Personnel
35 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
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
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, p. S159-S168

Research output: Contribution to journalArticle

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

A dynamical systems model for understanding behavioral interventions for weight loss

Navarro-Barrientos, J. E., Rivera, D. E. & Collins, L. M., Dec 24 2010, Advances in Social Computing - Third International Conference on Social Computing, Behavioral Modeling, and Prediction, SBP 2010, Proceedings. p. 170-179 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6007 LNCS).

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

Dynamical systems
Dynamical system
Energy Balance
Energy balance
Model
71 Citations (Scopus)

Agreement Between Retrospective Accounts of Substance Use and Earlier Reported Substance Use

Collins, L. M., Graham, J. W., Hansen, W. B. & Johnson, C. A., Jan 1 1985, In : Applied Psychological Measurement. 9, 3, p. 301-309 9 p.

Research output: Contribution to journalArticle

Cannabis
Students
trend
Controlled Substances
Alcohols
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
79 Citations (Scopus)
Drinking
adulthood
school
Longitudinal Studies
grouping
68 Citations (Scopus)

A multidimensional developmental model of alcohol use during emerging adulthood

Auerbach, K. J. & Collins, L. M., Nov 2006, In : Journal of Studies on Alcohol. 67, 6, p. 917-925 9 p.

Research output: Contribution to journalArticle

adulthood
alcohol
Alcohols
Drinking
Young Adult
238 Citations (Scopus)

An alternative framework for defining mediation

Collins, L. M., Graham, J. W. & Flaherty, B. P., Jan 1 1998, In : Multivariate Behavioral Research. 33, 2, p. 295-312 18 p.

Research output: Contribution to journalArticle

Mediation
Mediator
Alternatives
Continuous Variables
Framework
260 Citations (Scopus)

Analysis of longitudinal data: The integration of theoretical model, temporal design, and statistical model

Collins, L. M., Feb 20 2006, In : Annual review of psychology. 57, p. 505-528 24 p.

Research output: Contribution to journalReview article

Statistical Models
Theoretical Models
Research
3 Citations (Scopus)

Analysis of stage-sequential change in rehabilitation research

Collins, L. M. & Johnston, M. V., Mar 1995, In : American Journal of Physical Medicine and Rehabilitation. 74, 2, p. 163-170 8 p.

Research output: Contribution to journalArticle

Rehabilitation
Outcome Assessment (Health Care)
Wounds and Injuries
Rehabilitation Research
16 Citations (Scopus)

Analyzing the acquisition of drug self-administration using growth curve models

Lanza, S. T., Donny, E. C., Collins, L. M. & Balster, R. L., Jul 15 2004, In : Drug and Alcohol Dependence. 75, 1, p. 11-21 11 p.

Research output: Contribution to journalArticle

Self Administration
Trajectories
Nicotine
Growth
Individuality
109 Citations (Scopus)
Risk-Taking
risk behavior
Sexual Behavior
development model
statistical method
12 Citations (Scopus)

An Ordinal I Scaling Method for Questionnaire and Other Ordinal I Data

Cliff, N., Collins, L. M., Zatkin, J., Gallipeau, D. & McCormick, D. J., Mar 1988, In : Applied Psychological Measurement. 12, 1, p. 83-97 15 p.

Research output: Contribution to journalArticle

scaling
questionnaire
human being
Surveys and Questionnaires
7 Citations (Scopus)

A note on the unbiased estimation of the intraclass correlation

Donoghue, J. R. & Collins, L. M., Mar 1 1990, In : Psychometrika. 55, 1, p. 159-164 6 p.

Research output: Contribution to journalArticle

Intraclass Correlation
Unbiased Estimation
Subroutines
Least-Squares Analysis
D.3.2 [Programming Languages]: Language Classifications - Fortran
79 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.)
25 Citations (Scopus)

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

Patrick, M. E., Collins, L. M., Smith, E., Caldwell, 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
2 Citations (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
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)

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., Dec 1 2006, Proceedings of the 45th IEEE Conference on Decision and Control 2006, CDC. p. 673-678 6 p. 4177533. (Proceedings of the IEEE Conference on Decision and Control).

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

Model predictive control
Model Predictive Control
Health
Disorder
Risk management
215 Citations (Scopus)

A strategy for optimizing and evaluating behavioral interventions

Collins, L. M., Murphy, S. A., Nair, V. N. & Strecher, V. J., Sep 5 2005, In : Annals of Behavioral Medicine. 30, 1, p. 65-73 9 p.

Research output: Contribution to journalArticle

Program Development
Program Evaluation
Insurance Benefits
Smoking Cessation
Spouses
148 Citations (Scopus)

Attrition in prevention research

Hansen, W. B., Collins, L. M., Malotte, C. K., Johnson, C. A. & Fielding, J. E., Sep 1 1985, In : Journal of Behavioral Medicine. 8, 3, p. 261-275 15 p.

Research output: Contribution to journalArticle

Program Evaluation
Cannabis
Research
Tobacco Products
Artifacts
6 Citations (Scopus)

Axiomatic foundations of a three-set guttman simplex model with applicability to longitudinal data

Collins, L. M. & Cliff, N., Jun 1 1985, In : Psychometrika. 50, 2, p. 147-158 12 p.

Research output: Contribution to journalArticle

Longitudinal Data
Joints
Model
Formulation
9 Citations (Scopus)

BINCLUS: Nonhierarchical Clustering of Binary Data

Cliff, N., McCormick, D. J., Zatkin, J. L., Cudeck, R. A. & Collins, L. M., Jan 1 1986, In : Multivariate Behavioral Research. 21, 2, p. 201-227 27 p.

Research output: Contribution to journalArticle

Binary Data
Cluster Analysis
Clustering
Binary Variables
Linkage
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

1 Citation (Scopus)

Comment on "How Many Causes Are There of Aging-Related Decrements in Cognitive Functioning?"

Collins, L. M., Jan 1 1994, In : Developmental Review. 14, 4, p. 438-443 6 p.

Research output: Contribution to journalArticle

cause
Proxy
Causality
life-span
Research
29 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
21 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
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

Consider a CMA as the CFO [3]

Collins, L. M., Sep 2007, In : Behavioral Healthcare. 27, 9, p. 10 1 p.

Research output: Contribution to journalLetter

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
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
5 Citations (Scopus)
Life Style
Obesity
corrigendum
25 Citations (Scopus)

Crossvalidation of Latent Class Models of Early Substance Use Onset

Collins, L. M., Graham, J. W., Long, J. D. & Hansen, W. B., Apr 1 1994, In : Multivariate Behavioral Research. 29, 2, p. 165-183 19 p.

Research output: Contribution to journalArticle

Latent Class Model
Cross-validation
Gender Differences
Testing
Covariance Structure
59 Citations (Scopus)

Customizing treatment to the patient: Adaptive treatment strategies

Murphy, S. A., Collins, L. M. & Rush, A. J., Jan 1 2007, In : Drug and Alcohol Dependence. 88, SUPPL. 2

Research output: Contribution to journalEditorial

Clinical Decision Support Systems
Reinforcement learning
Design of experiments
Research Design
Therapeutics
123 Citations (Scopus)
Decision Making
Research Personnel
Research Design
Costs and Cost Analysis
Research
41 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
102 Citations (Scopus)

Developmental pathways to alcohol abuse and dependence in young adulthood

Guo, J., Collins, L. M., Hill, K. G. & Hawkins, J. D., Jan 1 2000, In : Journal of Studies on Alcohol. 61, 6, p. 799-808 10 p.

Research output: Contribution to journalArticle

adulthood
Alcoholism
abuse
alcohol
Alcohols
36 Citations (Scopus)
Alcohols
Tobacco
Logistic Models
Pharmaceutical Preparations
Protective Factors
36 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

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

Engineering control approaches for the design and analysis of adaptive behavioral interventions

Rivera, D. E. & Collins, L. M., 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings.

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

18 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.)

Erratum: New methods for tobacco dependence treatment research (Annals of Behavioral Medicine (2011) 41:2 (192-207) DOI: 10.1007/s12160-010-9252-y)

Baker, T. B., Mermelstein, R. J., Collins, L. M., Piper, M. E., Jorenby, D. E., Smith, S. S., Christiansen, B. A., Schlam, T. R., Cook, J. W. & Fiore, M. C., Aug 1 2011, In : Annals of Behavioral Medicine. 42, 1, 1 p.

Research output: Contribution to journalComment/debate

Behavioral Medicine
Tobacco Use Disorder
Research
Randomized Controlled Trials
Clinical Trials