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Longitudinal Research/Experience Sampling Technique
Longitudinal research involves the collection and analysis of comparable data at more than one point in time. The exact number of time points and the interval between time points depend on the nature of the investigation. A longitudinal design is desirable for many research investigations because it enables an assessment of change over time. The history of research methods in industrial/organizational psychology shows the increasing importance of longitudinal designs (although they are still relatively rare) and advances in associated analytical methods. Experience sampling is one method of longitudinal research in which people are asked to report on particular aspects of their everyday experiences at frequent intervals (which may be more than once a day). This form of longitudinal research has become more commonplace in industrial/organizational psychology in recent years because of its potential for capturing the dynamic nature of work experiences.
Longitudinal Research
The defining characteristic of longitudinal research is that it examines how data change over time. This contrasts with cross-sectional research, in which data are collected and analyzed at only one point in time in order to provide a single snapshot of the variables being studied. Research in which cross-sectional data collection is repeated over time—for example, when a survey is readministered in an organization—is considered longitudinal only if the analysis compares the data from different time points (rather than examining the data from each time point in isolation).
Data can be collected over time from the same sample or from different samples in longitudinal research. Retaining the same sample can be difficult from a practical viewpoint, but it allows the researcher to identify how individuals change over time and eliminates the possibility that identified changes are attributable to differences between samples rather than changes over time. Longitudinal data can be quantitative, qualitative, or both. There are many methods for collecting longitudinal data, but the measures used should be consistent over time so that identified changes cannot be attributed to changes in instrumentation. There are a variety of techniques for analyzing longitudinal data, including time-series analysis, longitudinal multilevel modeling, and latent variable modeling. Usually, studies that sample a large number of equally spaced time points (time-series analysis) offer the greatest potential for identifying the causes and nature of effects.
Types of Longitudinal Research
Five main types of longitudinal research study can be identified:
- A trend study compares different groups from the same population at different points in time. It can provide information about net change but not individual change.
- A panel study tracks the same individuals at fixed intervals over a period of time, which often covers many years.
- A cohort study follows a sample of individuals from a particular group (e.g., an age or an employment group) at fixed intervals over a period of time. It is usually a form of panel study, but it becomes a trend study if a new sample is observed at each time point. A number of cohorts can be simultaneously observed and compared over time, which can be useful for separating the effects of maturational and external influences. For example, comparing different age cohorts measured at the same point in time and the same age cohorts measured at different points in time can help distinguish changes that normally occur as people get older from changes resulting from shifts in employment. If a cohort has received a treatment or intervention, the study is also a quasi-experiment because the individuals have not been assigned randomly to the groups being compared.
- An intervention study—which is also a form of quasi-experiment—examines the effects of a naturally occurring intervention (e.g., occupational retirement) or an imposed intervention (e.g., a stress-prevention program) by comparing data collected from a group on one or more occasions, both before and after it receives the intervention. Collecting data at the same times from a comparison or control group that has not received the intervention can help to establish whether the changes resulted from the intervention.
- An experience sampling study obtains reports from the same individuals on many occasions at frequent intervals. It is distinguished by its focus on individuals' immediate experiences in their natural environment and its high frequency of reporting.
Retrospective studies, in which participants recall aspects of their life histories or recent past, are sometimes also labeled longitudinal, but this is not strictly accurate because, although they cover periods of time, they do not usually involve real-time sampling at more than one time point. In genuinely longitudinal retrospective studies, participants report at consecutive time points on their experiences since the last time point. Prospective studies are often preferred, however, because they are less susceptible to the problem of memory recall.
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- Foundations: History
- Army Alpha/Army Beta
- Hawthorne Studies/Hawthorne Effect
- History of Industrial/Organizational Psychology in Europe and the United Kingdom
- History of Industrial/Organizational Psychology in North America
- History of Industrial/Organizational Psychology in Other Parts of the World
- Human Relations Movement
- Project A
- Scientific Management
- Scientist-Practitioner Model
- Unions
- Foundations: Ethical and Legal Issues
- Adverse Impact/Disparate Treatment/Discrimination at Work
- Affirmative Action
- Age Discrimination in Employment Act
- Americans with Disabilities Act
- Bona Fide Occupational Qualifications
- Civil Rights Act of 1964, Civil Rights Act of 1991
- Comparable Worth
- Corporate Ethics
- Corporate Social Responsibility
- Employment at Will
- Equal Pay Act of 1963
- Ethics in Industrial/Organizational Practice
- Ethics in Industrial/Organizational Research
- Family and Medical Leave Act
- Glass Ceiling
- Labor Law
- National Institute for Occupational Safety and Health/Occupational Safety and Health Administration
- Race Norming
- Sexual Discrimination
- Sexual Harassment at Work
- Stereotyping
- Test Security
- Uniform Guidelines on Employee Selection Procedures
- Workplace Accommodations for the Disabled
- Foundations: Research Methods
- Benchmarking
- Case Study Method
- Competency Modeling
- Content Coding
- Critical Incident Technique
- Cross-Cultural Research Methods and Theory
- Experimental Designs
- Focus Groups
- Lens Model
- Linkage Research and Analyses
- Longitudinal Research/Experience Sampling Technique
- Meta-Analysis
- Naturalistic Observation
- Nonexperimental Designs
- Organizational Surveys
- Policy Capturing
- Program Evaluation
- Qualitative Research Approach
- Quantitative Research Approach
- Quasi-experimental Designs
- Sampling Techniques
- Simulation, Computer Approach
- Survey Approach
- Verbal Protocol Analysis
- Foundations: Measurement Theory and Statistics
- Classical Test Theory
- Confidence Intervals/Hypothesis Testing/Effect Sizes
- Construct
- Criterion Theory
- Descriptive Statistics
- Differential Item Functioning
- Factor Analysis
- Generalizability Theory
- Incremental Validity
- Inferential Statistics
- Item Response Theory
- Measurement Scales
- Measures of Association/Correlation Coefficient
- Moderator and Mediator Variables
- Multilevel Modeling
- Multilevel Modeling Techniques
- Multitrait–Multimethod Matrix
- Nomological Networks
- Normative versus Ipsative Measurement
- Reliability
- Statistical Power
- Structural Equation Modeling
- Utility Analysis
- Validation Strategies
- Validity
- Industrial Psychology: Understanding and Assessing Individual Differences
- Affective Traits
- Big Five Taxonomy of Personality
- Biographical Data
- Cognitive Abilities
- Cognitive Ability Tests
- Computer Assessment
- Core Self-Evaluations
- Emotional Intelligence
- Employment Interview
- Genetics and Industrial/Organizational Psychology
- Graphology
- Gravitational Hypothesis
- Hardiness
- Impression Management
- Individual Assessment
- Individual Differences
- Integrity Testing
- Job Knowledge Testing
- Letters of Recommendation
- Locus of Control
- Machiavellianism
- Motivational Traits
- Need for Achievement, Power, and Affiliation
- Optimism and Pessimism
- Personality
- Personality Assessment
- Physical Performance Assessment
- Practical Intelligence
- Protestant Work Ethic
- Self-Esteem
- Situational Judgment Tests
- Standardized Testing
- Stereotype Threat
- Trainability and Adaptability
- Type A and Type B Personalities
- Work Samples
- Work Values
- Industrial Psychology: Employment, Staffing, and Career Issues
- Dictionary of Occupational Titles
- Applicant/Test-Taker Reactions
- Banding
- Career Development
- Careers
- Compensation
- Credentialing
- Dirty Work
- Drug and Alcohol Testing
- Electronic Human Resources Management
- Employee Selection
- Executive Selection
- Exit Survey (Exit Interview)
- Expatriates
- Gainsharing and Profit Sharing
- Gay, Lesbian, and Bisexual Issues at Work
- Human Resources Strategy
- Job Advertisements
- Job Analysis
- Job Analysis Methods
- Job Choice
- Job Description
- Job Evaluation
- Job Search
- Job Typologies
- Occupational Information Network (O*NET)
- Older Worker Issues
- Person–Environment Fit
- Person–Job Fit
- Person–Organization Fit
- Person–Vocation Fit
- Placement and Classification
- Prescreening Assessment Methods for Personnel Selection
- Realistic Job Preview
- Recruitment
- Recruitment Sources
- Retirement
- Selection Strategies
- Selection: Occupational Tailoring
- Succession Planning
- Underemployment
- Industrial Psychology: Developing, Training, and Evaluating Employees
- 360-Degree Feedback
- Assessment Center
- Assessment Center Methods
- Distance Learning
- Diversity Training
- Electronic Performance Monitoring
- Employee Assistance Program
- Executive Coaching
- Feedback Seeking
- Frame-of-Reference Training
- Leadership Development
- Mentoring
- Organizational Socialization
- Organizational Socialization Tactics
- Performance Appraisal
- Performance Appraisal, Objective Indexes
- Performance Appraisal, Subjective Indexes
- Performance Feedback
- Rating Errors and Perceptual Biases
- Self-Fulfilling Prophecy: Pygmalion Effect
- Socialization: Employee Proactive Behaviors
- Training
- Training Evaluation
- Training Methods
- Training Needs Assessment and Analysis
- Transfer of Training
- Industrial Psychology: Productive and Counterproductive Employee Behavior
- Contextual Performance/Prosocial Behavior/Organizational Citizenship Behavior
- Counterproductive Work Behaviors
- Counterproductive Work Behaviors, Interpersonal Deviance
- Counterproductive Work Behaviors, Organizational Deviance
- Creativity at Work
- Customer Satisfaction with Services
- Cyberloafing at Work
- Innovation
- Integrity at Work
- Job Performance Models
- Organizational Retaliatory Behavior
- Theft at Work
- Time Management
- Violence at Work
- Whistle-Blowers
- Withdrawal Behaviors, Absenteeism
- Withdrawal Behaviors, Lateness
- Withdrawal Behaviors, Turnover
- Workplace Incivility
- Industrial Psychology: Motivation and Job Design
- Action Theory
- Control Theory
- Empowerment
- Expectancy Theory of Work Motivation
- Goal-Setting Theory
- Human–Computer Interaction
- Incentives
- Intrinsic and Extrinsic Work Motivation
- Job Characteristics Theory
- Job Design
- Job Involvement
- Job Rotation
- Job Sharing
- Need Theories of Work Motivation
- Path–Goal Theory
- Positive Psychology Applied to Work
- Self-Concept Theory of Work Motivation
- Self-Efficacy
- Self-Regulation Theory
- Social Cognitive Theory
- Telecommuting
- Theory of Work Adjustment
- Two-Factor Theory
- Work Motivation
- Workaholism
- Industrial Psychology: Leadership and Management
- Abusive Supervision
- Behavioral Approach to Leadership
- Charismatic Leadership Theory
- Employee Grievance Systems
- Global Leadership and Organizational Behavior Effectiveness Project
- Implicit Theory of Leadership
- Judgment and Decision-Making Process
- Judgment and Decision-Making Process: Advice Giving and Taking
- Judgment and Decision-Making Process: Heuristics, Cognitive Biases, and Contextual Influences
- Leader–Member Exchange Theory
- Leadership and Supervision
- Least Preferred Coworker Theory
- Life-cycle Model of Leadership
- Normative Models of Decision Making and Leadership
- Reinforcement Theory of Work Motivation
- Situational Approach to Leadership
- Spirituality and Leadership at Work
- Trait Approach to Leadership
- Transformational and Transactional Leadership
- Trust
- Industrial Psychology: Groups, Teams, and Working with Others
- Conflict at Work
- Conflict Management
- Diversity in the Workplace
- Group Cohesiveness
- Group Decision-Making Quality and Performance
- Group Decision-Making Techniques
- Group Development
- Group Dynamics and Processes
- Groups
- Groupthink
- Input–Process–Output Model of Team Effectiveness
- Intergroup Relations
- Interpersonal Communication
- Interpersonal Communication Styles
- Justice in Teams
- Meetings at Work
- Negotiation, Mediation, and Arbitration
- Networking
- Social Exchange Theory
- Social Loafing
- Social Norms and Conformity
- Social Support
- Team Building
- Team Mental Model
- Team-Based Rewards
- Virtual Teams
- Workplace Romance
- Industrial Psychology: Employee Well-Being and Attitudes
- Affective Events Theory
- Attitudes and Beliefs
- Boredom at Work
- Emotional Burnout
- Emotional Labor
- Emotions
- Eustress
- Job Satisfaction
- Job Satisfaction Measurement
- Job Security/Insecurity
- Mood
- Morale
- Organizational Commitment
- Organizational Cynicism
- Organizational Justice
- Psychological Contract
- Quality of Work Life
- Role Ambiguity
- Role Conflict
- Role Overload and Underload
- Stress, Consequences
- Stress, Coping and Management
- Stress, Models and Theories
- Theory of Reasoned Action/Theory of Planned Behavior
- Union Commitment
- Work–Life Balance
- Industrial Psychology: Organizational Structure, Design, and Change
- Attraction–Selection–Attrition Model
- Automation/Advanced Manufacturing Technology/Computer-Based Integrated Technology
- Balanced Scorecard
- Compressed Workweek
- Downsizing
- Entrepreneurship
- Flexible Work Schedules
- Globalization
- High-Performance Organization Model
- Learning Organizations
- Mergers, Acquisitions, and Strategic Alliances
- Organizational Behavior
- Organizational Behavior Management
- Organizational Change
- Organizational Change, Resistance to
- Organizational Climate
- Organizational Communication, Formal
- Organizational Communication, Informal
- Organizational Culture
- Organizational Development
- Organizational Image
- Organizational Politics
- Organizational Sensemaking
- Organizational Structure
- Outsourcing
- Shiftwork
- Sociotechnical Approach
- Strategic Planning
- Survivor Syndrome
- Terrorism and Work
- Theory of Action
- Total Quality Management
- Virtual Organizations
- Workplace Injuries
- Workplace Safety
- Professional Organizations and Related Fields
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