• 8645 Citations
  • 44 h-Index
1983 …2021
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Research Output 1983 2019

2011
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

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

Modeling multidimensional sexual risk behavior using latent class analysis

Lanza, S. T. & Collins, L. M., 2011, Sexual Risk Behaviors. Nova Science Publishers, Inc., p. 119-124 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Risk-Taking
Sexual Behavior
Sexually Transmitted Diseases
Sexual Partners
Coitus
87 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
88 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
128 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
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
36 Citations (Scopus)
Alcohols
Tobacco
Logistic Models
Pharmaceutical Preparations
Protective Factors
1128 Citations (Scopus)
Latent Class
Health
Nominal or categorical data
Coverage
Subgroup
2009
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
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
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
Randomized Controlled Trials
Clinical Trials
2008
109 Citations (Scopus)
Risk-Taking
risk behavior
Sexual Behavior
development model
statistical method

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

16 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
23 Citations (Scopus)

Trajectories of smoking among freshmen college students with prior smoking history and risk for future smoking: Data from the University Project Tobacco Etiology Research Network (UpTERN) study

Colder, C. R., Flay, B. R., Segawa, E., Hedeker, D., Abrams, D. B., Agnew, C., Balster, R. L., Clayton, R. R., Collins, L. M., Dahl, R. E., Dierker, L. C., Donny, E. C., Dorn, L., Eissenberg, T., Flaherty, B. P., Giovino, G. A., Henningfield, J., Koob, G. F., Liang, L., McMahon, R. J. & 9 others, Merikangus, K. R., Nichter, M., Nichter, M., Prager, D., Loyd-Richardson, E. E., Shadel, W., Shiffman, S., Stroud, L. & Tiffany, S., Sep 1 2008, In : Addiction. 103, 9, p. 1534-1543 10 p.

Research output: Contribution to journalArticle

Tobacco
Smoking
History
Students
Research
166 Citations (Scopus)

Web-Based Smoking-Cessation Programs. Results of a Randomized Trial

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., Little, R. J., Pomerleau, C. S. & Pomerleau, O. F., May 1 2008, In : American Journal of Preventive Medicine. 34, 5, p. 373-381 9 p.

Research output: Contribution to journalArticle

Smoking Cessation
Tobacco Use Cessation Products
Health Maintenance Organizations
Telemedicine
Health
2007

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

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
17 Citations (Scopus)

Patterns of substance use onset among Hispanics in Puerto Rico and the United States

Maldonado-Molina, M. M., Collins, L. M., Lanza, S. T., Prado, G., Ramírez, R. & Canino, G., Oct 1 2007, In : Addictive Behaviors. 32, 10, p. 2432-2437 6 p.

Research output: Contribution to journalArticle

Puerto Rico
Street Drugs
Hispanic Americans
Alcohols
Longitudinal Studies
456 Citations (Scopus)

PROC LCA: A SAS procedure for latent class analysis

Lanza, S. T., Collins, L. M., Lemmon, D. R. & Schafer, J. L., Jan 1 2007, In : Structural Equation Modeling. 14, 4, p. 671-694 24 p.

Research output: Contribution to journalArticle

Latent Class Analysis
Invariance
Statistical methods
Alcohols
Covariates
350 Citations (Scopus)
Telemedicine
Research Design
Randomized Controlled Trials
94 Citations (Scopus)

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

Rivera, D. E., Pew, M. D. & Collins, L. M., May 1 2007, In : Drug and alcohol dependence. 88, SUPPL. 2, p. S31-S40

Research output: Contribution to journalArticle

Drawing (graphics)
Computer Simulation
Feedback control
Health
Morbidity
2006
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
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
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
71 Citations (Scopus)

The proximal association between smoking and alcohol use among first year college students

Dierker, L., Lloyd-Richardson, E., Stolar, M., Flay, B., Tiffany, S., Collins, L., Bailey, S., Nichter, M., Nichter, M., Clayton, R., Abrams, D., Balster, R., Dahl, R., Giovino, G., Henningfield, J., Koob, G., McMahon, R., Merikangas, K., Shiffman, S., Prager, D. & 11 others, Segress, M., Agnew, C., Colder, C., Donny, E., Dorn, L., Eissenberg, T., Flaherty, B., Liang, L., Maylath, N., Shadel, W. & Stroud, L., Jan 4 2006, In : Drug and alcohol dependence. 81, 1, p. 1-9 9 p.

Research output: Contribution to journalArticle

Tobacco Products
Time series
Smoking
Alcohols
Drinking
2005
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
45 Citations (Scopus)
school
research planning
integrity
data analysis
planning
40 Citations (Scopus)

Using data augmentation to obtain standard errors and conduct hypothesis tests in latent class and latent transition analysis

Lanza, S. T., Collins, L. M., Schafer, J. L. & Flaherty, B. P., Mar 1 2005, In : Psychological Methods. 10, 1, p. 84-100 17 p.

Research output: Contribution to journalArticle

Markov Chains
Adolescent Behavior
Social Sciences
Research
Population
2004
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
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
12 Citations (Scopus)

Using growth models to relate acquisition of nicotine self-administration to break point and nicotinic receptor binding

Donny, E. C., Lanza, S. T., Balster, R. L., Collins, L. M., Caggiula, A. & Rowell, P. P., Jul 15 2004, In : Drug and Alcohol Dependence. 75, 1, p. 23-35 13 p.

Research output: Contribution to journalArticle

self-administration
Self Administration
Nicotinic Receptors
Nicotine
nicotine
2002
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
2 Citations (Scopus)

Measurement and design issues in tobacco and drug use research

Collins, L. M., Flaherty, B. P. & Colby, S. M., Nov 1 2002, In : Drug and Alcohol Dependence. 68, SUPPL.

Research output: Contribution to journalEditorial

Tobacco Use Disorder
Tobacco Use
Substance-Related Disorders
Research Design
Research
109 Citations (Scopus)

Pubertal timing and the onset of substance use in females during early adolescence

Lanza, S. T. & Collins, L. M., Mar 1 2002, In : Prevention Science. 3, 1, p. 69-82 14 p.

Research output: Contribution to journalArticle

Cannabis
Hispanic Americans
Tobacco Products
Oceanic Ancestry Group
National Longitudinal Study of Adolescent Health
102 Citations (Scopus)
Tobacco
Longitudinal Studies
Pharmaceutical Preparations
Social sciences
Regression analysis
2001
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
2000
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
1998
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
1996
43 Citations (Scopus)

Is reliability obsolete? A commentary on "are simple gain scores obsolete?"

Collins, L. M., Jan 1 1996, In : Applied Psychological Measurement. 20, 3, p. 289-292 4 p.

Research output: Contribution to journalArticle

55 Citations (Scopus)

Latent transition analysis for longitudinal data

Velicer, W. F., Martin, R. A. & Collins, L. M., Dec 1 1996, In : Addiction. 91, SUPPL.

Research output: Contribution to journalArticle

Addictive Behavior
Expert Systems
Smoking
Recurrence
Research
6 Citations (Scopus)

The acquisition and maintenance of safer sexual behaviors among injection drug users

Posner, S. F., Collins, L. M., Longshore, D. & Anglin, M. D., Jan 1 1996, In : Substance Use and Misuse. 31, 14, p. 1995-2015 21 p.

Research output: Contribution to journalArticle

Drug Users
Sexual Behavior
Maintenance
drug
Safe Sex
1995
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
1994
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
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
14 Citations (Scopus)

Latent transition analysis and how it can address prevention research questions

Collins, L. M., Graham, J. W., Rousculp, S. S., Fidler, P. L., Pan, J. & Hansen, W. B., Dec 1 1994, In : NIDA Research Monograph Series. 142, p. 81-111 31 p.

Research output: Contribution to journalArticle

Research
Control Groups
Pharmaceutical Preparations