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

1983
2 Citations (Scopus)

Patterns of Crime in a Birth Cohort

Collins, L. M., Cliff, N., Cudeck, R. A., McCormick, D. J. & Zatkin, J. L., Jan 7 1983, In : Multivariate Behavioral Research. 18, 3, p. 235-257 23 p.

Research output: Contribution to journalArticle

Crime
Cluster Analysis
Factor Analysis
Statistical Factor Analysis
Parturition
1984
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
1985
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
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
54 Citations (Scopus)

Self-initiated smoking cessation among high school students

Hansen, W. B., Collins, L. M., Johnson, C. A. & Graham, J. W., 1985, In : Addictive Behaviors. 10, 3, p. 265-271 7 p.

Research output: Contribution to journalArticle

Smoking Cessation
Smoking
Students
Social Support
1986
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
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
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
1987
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
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
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
141 Citations (Scopus)

Psychosocial Predictors of Young Adolescent Cigarette Smoking: A Sixteen‐Month, Three‐Wave Longitudinal Study

Collins, L. M., Sussman, S., Rauch, J. M., Dent, C. W., Johnson, C. A., Hansen, W. B. & Flay, B. R., Jan 1 1987, In : Journal of Applied Social Psychology. 17, 6, p. 554-573 20 p.

Research output: Contribution to journalArticle

Longitudinal Studies
Smoking
Discriminant Analysis
Risk-Taking
Statistical Factor Analysis
1988
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
70 Citations (Scopus)

Omega: A General Formulation of the Rand Index of Cluster Recovery Suitable for Non-disjoint Solutions

Collins, L. M. & Dent, C. W., Apr 1988, In : Multivariate Behavioral Research. 23, 2, p. 231-242 12 p.

Research output: Contribution to journalArticle

Recovery
Literature
Formulation
Cluster Analysis
Adjustment
15 Citations (Scopus)

The Longitudinal Guttman Simplex: A New Methodology for Measurement of Dynamic Constructs in Longitudinal Panel Studies

Collins, L. M., Cliff, N. & Dent, C. W., Jan 1 1988, In : Applied Psychological Measurement. 12, 3, p. 217-230 14 p.

Research output: Contribution to journalArticle

Longitudinal Studies
methodology
Research Personnel
Aptitude
Psychometrics
1990
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
2 Citations (Scopus)

The Measurement of Dynamic Latent Variables in Longitudinal Aging Research: Quantifying Adult Development

Collins, L. M., Dec 1990, In : Gerodontology. 9, 4, p. 127-134 8 p.

Research output: Contribution to journalArticle

Human Development
Research Personnel
Research
25 Citations (Scopus)

Using the Longitudinal Guttman Simplex as a Basis for Measuring Growth

Collins, L. M. & Cliff, N., Jan 1 1990, In : Psychological Bulletin. 108, 1, p. 128-134 7 p.

Research output: Contribution to journalArticle

Growth
1991
111 Citations (Scopus)

Modeling Transitions in Latent Stage-Sequential Processes: A Substance Use Prevention Example

Graham, J. W., Collins, L. M., Wugalter, S. E., Chung, N. K. J. & Hansen, W. B., Feb 1991, In : Journal of consulting and clinical psychology. 59, 1, p. 48-57 10 p.

Research output: Contribution to journalArticle

Alcohols
Tobacco
Tobacco Use
Students
Education
7 Citations (Scopus)
Human Development
Research Personnel
Research
1992
217 Citations (Scopus)

Latent Class Models for Stage-Sequential Dynamic Latent Variables

Collins, L. M. & Wugalter, S. E., Jan 1 1992, In : Multivariate Behavioral Research. 27, 1, p. 131-157 27 p.

Research output: Contribution to journalArticle

Latent Class Model
Latent Variables
Longitudinal Studies
Costs and Cost Analysis
Standard error
1993
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
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
1 Citation (Scopus)

New statistical methods for substance use prevention research

Collins, L. M. & Seitz, L. A., Dec 1 1994, In : NIDA Research Monograph Series. 142, p. 1-12 12 p.

Research output: Contribution to journalArticle

Statistical Data Interpretation
Survival Analysis
Substance-Related Disorders
Research Design
Research
23 Citations (Scopus)

Seven ways to increase power without increasing N

Hansen, W. B. & Collins, L. M., Dec 1 1994, In : NIDA Research Monograph Series. 142, p. 184-195 12 p.

Research output: Contribution to journalArticle

National Institute on Drug Abuse (U.S.)
Research Design
Research
1 Citation (Scopus)
Statistical Models
Substance-Related Disorders
Longitudinal Studies
Research Design
Logistic Models
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
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
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
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
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
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
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
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
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