Advances in Group-Based Trajectory Modeling and an SAS Procedure for Estimating Them
Bibliographic Data
| ID | 2330516 |
|---|---|
| Authors | Bobby L Jones (0000-0003-3290-0663, Carnegie Mellon, Pittsburgh, PA), Daniel S Nagin (0000-0003-0075-1851, Carnegie Mellon, Pittsburgh, PA) |
| Year | 2007 |
| Volume | 35 |
| Issue | 4 |
| Pages | 542-571 |
| Publication date | 2007-05-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sociological Methods & Research (JOURNAL) |
| Journal identifiers | ISSN: 0049-1241 • E-ISSN: 1552-8294 |
| Publisher | SAGE Publications Inc (PUBLISHER) |
| DOI | 10.1177/0049124106292364 |
| OpenAlex | W1997944093 |
| Language | EN |
| Citations received | 167 |
| References cited | 15 |
This article is a follow-up to Jones, Nagin, and Roeder (2001), which described an SAS procedure for estimating group-based trajectory models. Group-based trajectory is a specialized application of finite mixture modeling and is designed to identify clusters of individuals following similar progressions of some behavior or outcome over age or time. This article has two purposes. One is to summarize extensions of the methodology and of the SAS procedure that have been developed since Jones et al. The other is to illustrate how group-based trajectory modeling lends itself to presentation of findings in the form of easily understood graphical and tabular data summaries
Data mining · Group (periodic table) · Mathematical economics · Outcome (game theory) · Presentation (obstetrics) · Trajectory · Bayesian Methods and Mixture Models · Computer Science · Mathematics · Statistical Methods and Bayesian Inference · Statistical Methods and Inference
Capturing the dynamic nature of stress exposure in the Pittsburgh Girls Study
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Trajectory analyses of virologic outcomes reflecting community-based HIV treatment in Washington DC 1994–2012
Análisis de las trayectorias de la marginación municipal de México de 1990 a 2010
Parental Health and Children's Economic Well-Being
Trajectories of affective states in adolescent hockey players
Do trajectories of household risk in childhood moderate pubertal timing effects on substance initiation in middle school
Combining group-based trajectory modeling and propensity score matching for causal inferences in nonexperimental longitudinal data
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Depressive symptom trajectories and the association with diabetes and cardiovascular diseases in middle-aged and older Chinese adults
Long-term impact of maternal pre-pregnancy BMI on the risk of overweight/obesity in preschool children
Trajectories of Substance Use
Ethnic Identity and Offending Trajectories Among Mexican American Juvenile Offenders
Acculturation and Enculturation Trajectories Among Mexican‐American Adolescent Offenders
Trajectories of perceived discrimination from adolescence to emerging adulthood and substance use among Hispanic youth in Los Angeles
Stability and Change of Moral Disengagement and Its Impact on Aggression and Violence in Late Adolescence
Developmental trajectories of depressive symptoms from early childhood to late adolescence
Trajectories of Disability in the Last Year of Life
An Examination of First and Second Generation Immigrant Offending Trajectories
“From Your First Cigarette to Your Last Dyin’ Day”
Methods and Measures
Group-based multi-trajectory modeling
Social Support, Stressors, and Frailty Among Older Mexican American Adults
Foundations of Activity of Daily Living Trajectories of Older Americans
Longitudinal Trajectories of Psychological Resilience and Cognitive Impairment Among Older Adults
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The trajectories of depressive symptoms among working adults during the Covid-19 pandemic
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An investigation of the longitudinal trajectory patterns of health-related quality of life among Australians with disabilities
Developmental Trajectories of Marijuana Use from Adolescence to Adulthood
Risk and protective factors for the course of post-traumatic stress disorder in frontline workers after the Christchurch, New Zealand earthquake
Trajectories of Emotional Symptoms and Peer Relationship Problems in Children after Nuclear Disaster
Analyzing Trajectories of Acute Cigarette Reduction Post-Introduction of an E-Cigarette Using Ecological Momentary Assessment Data
Does Work Disability Contribute to Trajectories of Work Participation before and after Vocational Labour Market Training for Job Seekers
Increasing and Decreasing Alcohol Use Trajectories Among Older Women in the U.S. Across a 10-Year Interval
Trajectories of Outpatient Service Utilisation of Hypertensive Patients in Tertiary Hospitals in China
Sleep duration and quality trajectories during the early days of the Covid-19 pandemic
Exposure to Intimate-Partner Violence and Resilience Trajectories of Adolescents
Work participation trajectories among 1,098,748 Finns
Trajectories of seasonal influenza vaccine uptake among French people with diabetes
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Trajectories of Psychopathology Among Youth with Physical Illness
Student-teacher relationship trajectories and mental health problems in young children
How Relationship Satisfaction and Negative Communication Trajectories Change in Emerging Adults’ Dating Relationships
The Impact of Parental Incarceration on Sport Participation Trajectories from Adolescence to Young Adulthood
Work-Related Exposures and Sickness Absence Trajectories
The Pattern of Hemoglobin A1C Trajectories and Risk of Herpes Zoster Infection
Testing the effects of a prenatal depression preventive intervention on parenting and young children’s self-regulation and functioning (Epic)
Association of Cesarean Birth with Body Mass Index Trajectories in Adolescence
Association of Life's Essential 8 with all-cause mortality and risk of cancer
Joint Trajectories of Frailty and Cognitive Function in Older Koreans Based on 14‐Year Period Data From Korean Longitudinal Study of Aging ( KLoSA )
The association between international mobility and academic impact
Distinct Patterns of Urban-Rural and Sex Disparities in Children's BMI Trajectories From 2013 to 2018
Trajectory of medical expenditure and regional disparities in hypertensive patients in South Korea
Multi-trajectories of systolic and diastolic hypertension and coronary heart disease in middle-aged and older adults
Association of BMI trajectories and healthy aging among Chinese older adults
Trajectories of liver dysfunction and long-term evacuation status after the great East Japan earthquake
Tracing Parenthood’s Uneven Impacts
Buprenorphine Adherence Trajectories and Their Impact on Opioid Overdose and Healthcare Costs
Prognosticating Offending in Early Adulthood
The role of self-compassion in loneliness during the Covid-19 pandemic
Relational Processes as Predictors of Relationship Satisfaction Trajectories Across the Transition to Parenthood
Modeling Heterogeneity in the Long-Term Trajectories of Individuals’ Well-Being
Trajectories of loneliness across adolescence
Applying Offending Trajectory Analyses to Men Adjudicated for Child Sexual Exploitation Material Offenses
Relative strengths in daily living skills among autistic individuals and individuals with related developmental conditions who have co‐occurring intellectual disability
Continuity of trajectories of autism symptom severity from infancy to childhood
Does the Premium Fit the Risk? The Role of Criminal Escalation in Case Processing
Maintaining External Connections During Incarceration
Biopsychosocial Predictors of Couples’ Trajectories of Sexual Function and Sexual Distress Across the Transition to Parenthood
Men Who Have Sex with Both Men and Women in West Africa
What Has Been Learned from Group-Based Trajectory Modeling? Examples from Physical Aggression and Other Problem Behaviors
Age Trajectories of Poverty During Childhood and High School Graduation
Successful for whom
Trajectories of ethnic neighbourhood change
The diversity of transitions during early adulthood in the Finnish labour market
Longitudinal deprivation trajectories and risk of cardiovascular disease in New Zealand
Long-term neighborhood ethnic composition and weight-related outcomes among immigrants
Diverging Neisseria gonorrhoeae Morbidity in Non-Hispanic Black and White Females
Developmental Trajectories of Achievement Goal Orientations During the Middle School Transition
The Interactive Role of Socioeconomic Status, Race/Ethnicity, and Birth Weight on Trajectories of Body Mass Index Growth in Children and Adolescents
Seven-Year Trajectories of Depressive Symptoms and Their Predictors Among Older Americans
Latent Heterogeneity in Long-Term Trajectories of Body Mass Index in Older Adults
Quality of Life Trajectories Predict Mortality in Older Men
Trajectories of Multiple Behavioral Risk Factors and Their Associations With Cognitive Function Trajectories Among Older African Americans and White Americans
Intergenerational transmission of criminal and violent behaviour
Longitudinal correlation between poverty and mental health trajectories among low-income populations in China
Trajectories and predictors of alcohol consumption over 21 years of mothers׳ reproductive life course
Trajectories of nonmedical use of prescription opioids among adolescents in primary care
Trajectories of antidepressant use before and after a suicide attempt among refugees and Swedish-born individuals
Perinatal Food Insecurity and Postpartum Psychosocial Stress are Positively Associated Among Kenyan Women of Mixed HIV Status
Patterns of Oral PrEP Adherence and HIV Risk Among Eastern African Women in HIV Serodiscordant Partnerships
Identifying the best measures of alcohol consumption to predict future HIV viral suppression trajectories
Long-term Patterns of Self-reported Opioid Use, Vacs Index, and Mortality Among People with HIV Engaged in Care
Antiretroviral Adherence Trajectories Among Black Americans Living with HIV
Patterns and Correlates of Prescription Opioid Receipt Among US Veterans
Using the Group‐Based Trajectory Model to Study Crime Over the Life Course
Trajectories of control
Developmental Trajectories and Predictors of Juvenile Detention, Placement, and Jail Among Youth with Out-of-Home Child Welfare Placement
Group-Based Modeling of Development
Analyzing developmental trajectories of distinct but related behaviors
Bootstrap Methods
Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
Analyzing developmental trajectories
Assessing the Impact of Exposure Time and Incapacitation on Longitudinal Trajectories of Criminal Offending
Crime in Emerging Adulthood
A SAS Procedure Based on Mixture Models for Estimating Developmental Trajectories
On the Development of Different Kinds of Criminal Activity
| Unique citing works | 167 |
|---|---|
| Citations per year | 7,95 |
| Citation span | 2005 - 2026 (22) |
| Citation velocity | current |
| Highly cited | Yes |
| Citation types | Neutral: 157 |