Applied Longitudinal Data Analysis for Epidemiology
A Practical Guide
Bibliographic Data
| ID | 23392425 |
|---|---|
| Authors | J W R Twisk (0000-0001-9617-1020, Vrije Universiteit Amsterdam, corresponding author) |
| Year | 2013 |
| Publication date | 2013-05-09 |
| Open Access | Yes |
| Type | BOOK |
| Venue | Applied Longitudinal Data Analysis for Epidemiology (SOURCE_BOOK) |
| Publisher | Cambridge University Press (PUBLISHER • US) |
| DOI | 10.1017/cbo9781139342834 |
| OpenAlex | W4251962509 |
| Open Library | OL34559332M |
| ISBN | 9781139342834 |
| Language | EN |
| Citations received | 88 |
This book discusses the most important techniques available for longitudinal data analysis, from simple techniques such as the paired t-test and summary statistics, to more sophisticated ones such as generalized estimating of equations and mixed model analysis. A distinction is made between longitudinal analysis with continuous, dichotomous and categorical outcome variables. The emphasis of the discussion lies in the interpretation and comparison of the results of the different techniques. The second edition includes new chapters on the role of the time variable and presents new features of longitudinal data analysis. Explanations have been clarified where necessary and several chapters have been completely rewritten. The analysis of data from experimental studies and the problem of missing data in longitudinal studies are discussed. Finally, an extensive overview and comparison of different software packages is provided. This practical guide is essential for non-statisticians and researchers working with longitudinal data from epidemiological and clinical studies.
Categorical variable · Data Analysis · Data mining · Data science · Econometrics · Interpretation (philosophy) · Longitudinal data · Longitudinal study · Machine learning · Missing data · Programming language · Statistics · Variable (mathematics) · Computer Science · Mathematics · Statistical Methods in Epidemiology · Diseases, causes and theories of causation · Epidemiologic Studies · epidemiology · Longitudinal studies · Medical · Research · Statistical Data Interpretation · Statistical methods · Statistical Models
Two decades of end-of-life conditions of older adults
Social determinants of multimorbidity and multiple functional limitations among the ageing population of England, 2002–2015
Personal wellbeing in posttraumatic stress disorder (PTSD)
Psychological Distress Among Young Norwegian Health Professionals
Impact of Adolescents’ Screen Time and Nocturnal Mobile Phone-Related Awakenings on Sleep and General Health Symptoms
Association of Longitudinal Nutrient Patterns with Body Composition in Black Middle-Aged South African Women
Association between Weather and Self-Monitored Steps in Individuals with Prediabetes and Type 2 Diabetes in Sweden over Two Years
Tracking of Maternal Physical Activity and Sport Participation over 11 Years
A lesson in business
The Healthy Steps Study
A worksite prevention program for construction workers
Tracking and prevalence of cardiovascular disease risk factors across socio-economic classes
The Characteristics of Women Who Use Complementary Medicine While Attempting to Conceive
Responsiveness of the Harris Hip Score and the SF-36
Water, sanitation and hygiene insecurity predict abscess incidence among people who inject drugs in a binational US–Mexico metropolitan area
Long-term Stability of Social Participation
Associations between overweight and mental health problems among adolescents, and the mediating role of victimization
Effectiveness of a smartphone app in increasing physical activity amongst male adults
Are loneliness and social isolation associated with cognitive decline?
Healthy Aging in Colombia 2018 and Its Variation in Relation to Social Conditions
Taking Up and Terminating Leisure-Time Physical Activity over the Life Course
Sports participation and psychosocial health
Health-related quality of life and physical activity level after a behavior change program at Norwegian healthy life centers
Starch intake and changes in dental caries among adults
A Longitudinal Study in Worrisome Sexual Behavior Following Sexual Abuse in Infancy or Early Childhood
Patterns and Predictors of Heroin Use, Remission, and Psychiatric Health Among People with Heroin Dependence
The longitudinal relationships between pain severity and disability versus health-related quality of life and costs among chronic low back pain patients
Longitudinal associations of light-intensity physical activity with quality of life, functioning and fatigue after colorectal cancer
Comparison of physical and psychological health outcomes for motorcyclists and other road users after land transport crashes
New Insights Into the Relationship Between Drought and Mental Health Emerging From the Australian Rural Mental Health Study
The Effect of Leisure Time Sport on Executive Functions in Danish 1st Grade Children
Effects of Immigrants, Health, and Ageing on Economic Growth in the European Union
Short Communication
Association Between Parental Absence and Depressive Symptoms in Adolescence
Seasonal, Monthly, and Holiday Patterns in Self-Monitored Step Counts Among Individuals with Prediabetes and Type 2 Diabetes
Establishing a Birth Cohort to Investigate the Course and Aetiology of Asthma and Allergies Across Three Generations – Rationale, Design, and Methods of the Acrossolar Study
Interactional justice at work is related to sickness absence
Efficacy of a mobile phone-based life-skills training program for substance use prevention among adolescents
Disentangling Within- and Between-Person Effects During Response Inhibition in Obsessive-Compulsive Disorder
Educational and health outcomes of children and adolescents receiving antiepileptic medication
Associations Between Quality of Life, Psychosocial Well-being and Health-Related Behaviors Among Adolescents in Chinese, Japanese, Taiwanese, Thai and the Filipino Populations
Educational inequalities in health after work exit
Efficacy of a Mobile App-Based Coaching Program for Addiction Prevention among Apprentices
Effect of nutrition education on hemoglobin level of pregnant women in Southeast Ethiopia
A Resourceful Work Environment Moderates the Relationship between Presenteeism and Health. A Study Using Repeated Measures in the Swedish Working Population
Iodine status during pregnancy and at 6 weeks, 6, 12 and 18 months post‐partum
Stability in Crisis
Adverse Childhood Experiences in the First 1000 Days of Life and Dental Caries Experience From Age 31 to 61 Months
Out-of-pocket expenditure by Australian seniors with chronic disease
The Amsterdam Sexual Abuse Case
Efficacy of a smartphone-based coaching program for addiction prevention among apprentices
Acute effects of ultra-short aerobic and resistance, yoga-based mobility, and mindfulness meditation sessions on mental health
Anxiety among healthcare workers during the Covid-19 pandemic
Developing a digital ecological momentary assessment tool for ‘real time’ evaluation in implementation science
Occupational stress and body composition of hospital workers
Community-based intervention via WeChat official account to improve parental health literacy among primary caregivers of children aged 0 to 3 years
Methodical principles and prevention-focused outcomes in professional youth work
Is there a combined effect of depression and cognitive reserve on cognitive function? Findings from a population-based study
The Contribution of Professional Youth Work to the Personal Development and Social Participation of Socially Vulnerable Youngsters
Does Reassessment Improve Prediction? A Prospective Study of the Sexual Offender Treatment Intervention and Progress Scale (Sotips)
Polyunsaturated fatty acid consumption and weight gain during pregnancy
Tactical critical thinking program on the tactical efficiency index, declarative and procedural knowledge in male soccer players
Development of prosocial behaviour in children after the improvement of family competences
Evaluation of the Impact and Implementation of Social Prescribing in Primary Healthcare Units in Lisbon
Security interventions and perceived safety and threat following workplace terrorism
Testing the missingness mechanism in longitudinal surveys
Widening inequalities in multimorbidity? Time trends among the working population between 2005 and 2015 based on German health insurance data
Influence of street outreach work on the lives of marginalised people
Socioeconomic Predictors of Transactional Sex in a Cohort of Adolescent Girls and Young Women in Malawi
Attitudes towards prisoners among correctional officers
A 15-Year Longitudinal Case-Control Study of the Psychosocial Outcomes of Sexual Orientation Disclosure to Parents Among Chinese Gay Men
Recovery and long-term health outcomes of Sars-CoV-2 infection in a prospective cohort in an urban setting, Kenya
Leaving a Folk Church
Analysing the effect of trip satisfaction on satisfaction with the leisure activity at the destination of the trip, in relationship with life satisfaction
A Swiss Longitudinal Study of the Prevalence of, and Overlap Between, Sexual Problems in Men and Women Aged 20 to 50 Years Old
Longitudinal trajectory of technological growth in Sub-Sahara Africa
Dietary associations of fathers and their children between the ages of 20 months and 5 years
Trends in the use of care among people aged 65–85 with cognitive impairment in the Netherlands
Changes in workplace car parking and commute mode
Threats of dismissal and symptoms of major depression
Crash Fatality Rates After Recreational Marijuana Legalization in Washington and Colorado
Variations over four decades in body mass index trajectories prior to diagnosis of diabetes mellitus
Within-individual Change in Social Support, Perceived Collective Efficacy, Perceived Disorder and Fear of Crime
À qui profite le couple
Fostering societal participation of marginalised people in street-outreach services in the Netherlands
Grandparental support and maternal depression
Residential Segregation and Framingham 30-Year Cardiovascular Disease Risk Among Black and White Young Adults in the National Longitudinal Study of Adolescent to Adult Health
School Segregation During Adolescence is Associated with Higher 30-Year Cardiovascular Risk of Black but not White Young Adults
| Unique citing works | 88 |
|---|---|
| Citations per year | 4,4 |
| Citation span | 2006 - 2026 (21) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 72 |