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

Article
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
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
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
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
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
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
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
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
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
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.)
13 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. & Conrod, P., Jan 1 2014, In : PLoS medicine. 11, 10

Research output: Contribution to journalArticle

Health Behavior
Delivery of Health Care
34 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
78 Citations (Scopus)

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

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

Factor Recovery in Binary Data Sets: A Simulation

Collins, L. M., Cliff, N., McCormick, D. J. & Zatkin, J. L., Jan 1 1986, In : Multivariate Behavioral Research. 21, 3, p. 377-391 15 p.

Research output: Contribution to journalArticle

Binary Data
Statistical Factor Analysis
Recovery
Factor Structure
Simulation
79 Citations (Scopus)

Frequency and adequacy of breast cancer screening among elderly hispanic women

Richardson, J. L., Marks, G., Solis, J. M., Collins, L. M., Birba, L. & Hisserich, J. C., Nov 1987, In : Preventive Medicine. 16, 6, p. 761-774 14 p.

Research output: Contribution to journalArticle

Breast Self-Examination
Early Detection of Cancer
Hispanic Americans
Self-Examination
Breast Neoplasms
13 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., Jun 2014, In : Psychological Methods. 19, 2, p. 175-187 13 p.

Research output: Contribution to journalArticle

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

Goodness-of-Fit Testing for Latent Class Models

Collins, L. M., Fidler, P. L., Wugalter, S. E. & Long, J. D., Jul 1 1993, In : Multivariate Behavioral Research. 28, 3, p. 375-389 15 p.

Research output: Contribution to journalArticle

Latent Class Model
Goodness of fit
Chi-squared distribution
Testing
Model Comparison
60 Citations (Scopus)

Group Comparability: A Multiattribute Utility Measurement Approach to the Use of Random Assignment with Small Numbers of Aggregated Units

Graham, J. W., Flay, B. R., Anderson Johnson, C., Hansen, W. B. & Collins, L. M., Jan 1 1984, In : Evaluation Review. 8, 2, p. 247-260 14 p.

Research output: Contribution to journalArticle

evaluation research
Group
interaction
school
Assignment
98 Citations (Scopus)

Health behavior of elderly Hispanic women: Does cultural assimilation make a difference?

Marks, G., Solis, J., Richardson, J. L., Collins, L. M., Birba, L. & Hisserich, J. C., Jan 1 1987, In : American journal of public health. 77, 10, p. 1315-1319 5 p.

Research output: Contribution to journalArticle

Acculturation
Health Behavior
Hispanic Americans
Language
Los Angeles
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
47 Citations (Scopus)

High-school smoking prevention: Results of a three-year longitudinal study

Anderson Johnson, C., Hansen, W. B., Collins, L. M. & Graham, J. W., Oct 1 1986, In : Journal of Behavioral Medicine. 9, 5, p. 439-452 14 p.

Research output: Contribution to journalArticle

Health Education
Longitudinal Studies
Smoking
Students
Resistance Training
45 Citations (Scopus)
school
research planning
integrity
data analysis
planning
24 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
33 Citations (Scopus)

Implementation effectiveness trial of a social influences smoking prevention program using schools and television

Flay, B. R., Hansen, W. B., Johnson, C. A., Collins, L. M., Dent, C. W., Dwyer, K. M., Grossman, L., Hockstein, G., Rauch, J., Sobel, J. L., Sobol, D. F., Sussman, S. & Ulene, A., Dec 1 1987, In : Health Education Research. 2, 4, p. 385-400 16 p.

Research output: Contribution to journalArticle

Television
smoking
television
Smoking
Students
9 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 2017, In : Behavior Therapy. 48, 4, p. 567-580 14 p.

Research output: Contribution to journalArticle

Randomized Controlled Trials
Research
Research Personnel
Research Design
12 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