Entry
Reader's guide
Entries A-Z
Subject index
External Validity
External validity refers to the ability to generalize the findings of an experiment to other settings, populations, and times. For educational psychology, this ability is a vital one, because it indicates the extent to which various programs shown to improve learning in one (perhaps artificial) setting can be confidently expected to show similar improvements in other (real) classroom settings. Without high external validity, the program may not have its intended or presumed effect in the various populations of interest. This entry will describe external validity in detail, offer suggestions for increasing it, describe threats to it, and discuss the trade-off between external validity and internal validity.
When a new educational technique or program is being evaluated in an experimental trial, of necessity the evaluation involves, for example, a specific school or district or set of classrooms. In addition, it takes place with specific children, teachers, materials, and at a particular time. However, researchers and educators clearly do not wish to restrict their conclusions to those particular schools, teachers, children, and so on; they prefer to generalize, that is, assume that their conclusions about the program extends to other (or even any) schools, teachers, children, and the like. The issue of external validity concerns whether such a generalization is defensible and true.
Logically, such a generalization is hardly ever completely justifiable. Even if the experiment is later replicated in many classrooms or schools, and the same result is found, it remains logically possible that the next school will find different results. Although such an outcome always remains a logical possibility, its plausibility is related to the external validity features of the experiment.
Increasing External Validity
One approach to increasing a study's external validity is to ensure that it is conducted under conditions that are both realistic and similar to those in which the program will later be used. A more demanding approach is to use several exemplars (e.g., schools, districts) that differ in numerous ways in the initial or subsequent studies and observe whether the results replicate. The most demanding approach to achieving high external validity is to randomly select a relatively large number of exemplars from among those to which the results are hoped to eventually generalize. Under such a circumstance, schools or districts might be included as a random factor in the statistical analysis, which allows a statistical basis for generalizing.
External validity information is also often available after the study has concluded and the results have been analyzed. Subgroup analyses may indicate, for instance, that only girls' learning was increased by a specific mode of teaching and that the teaching mode had no impact on boys' learning. Consequently, the effects of the teaching mode on learning cannot be generalized across gender, because the effect is only present for girls and not boys. Many experiments are specifically designed to probe external validity by examining a previously evaluated treatment program with a new population, to establish if the program is effective with that new population and thus determine the limits of generality of the treatment effect.
...
- Classroom Achievement
- Acceleration
- Alternative Academic Assessment
- Bell Curve
- Direct Instruction
- Educational Technology
- Failure, Effects of
- Gifted and Talented Students
- Goals
- Grade Retention
- Grading
- Halo Effect
- Home Environment and Academic Intrinsic Motivation
- Homework
- Intelligence and Intellectual Development
- Intelligence Quotient (IQ)
- Intelligence Tests
- Literacy
- Media Literacy
- Parental Expectations
- Personalized System of Instruction
- Precision Teaching
- Reading Comprehension Strategies
- Rubrics
- Spelling
- Test Anxiety
- Classroom Management
- Calculator Use
- Cheating
- Contingency Contracts
- Cooperative Learning
- Curriculum Development
- Discovery Learning
- Distance Learning
- Early Intervention Programs
- Educational Technology
- Effective Teaching, Characteristics of
- Mainstreaming
- Montessori Schools
- School Design
- School Resources
- Students' Rights
- Time-Out
- Token Reinforcement Programs
- Virtual Schools
- Vocational Education
- Cognitive Development
- Cognitive Development and School Readiness
- Conservation
- Deductive Reasoning
- Egocentrism
- Equilibration
- Field Independence–Field Dependence
- Flashbulb Memories, the Nature of
- Inductive Reasoning
- Intelligence and Intellectual Development
- Literacy
- Long-Term Memory
- Measurement and Cognitive Development
- Metacognition and Learning
- Moral Development
- Motivation and Emotion
- Object Permanence
- Perceptual Development
- Piaget's Theory of Cognitive Development
- Schemas
- Short-Term Memory
- Spelling
- Vygotsky's Cultural-Historical Theory of Development
- Zone of Proximal Development
- Ethnicity, Race, and Culture
- African Americans
- American Indians and Alaska Natives
- Asian Americans
- Bilingual Education
- Bilingualism
- Communication Disorders
- Cultural Deficit Model
- Cultural Diversity
- Culture
- Diversity
- Ethnicity and Race
- Head Start
- Hispanic Americans
- Identity Development
- Immigration
- Multicultural Classrooms
- Multicultural Education
- Families
- Gender and Gender Development
- Health and Well-Being
- Abstinence Education
- Athletics
- Attention Deficit Hyperactivity Disorder
- Autism Spectrum Disorders
- Behavior Disorders
- Brain-Relevant Education
- Communication Disorders
- Conduct Disorders
- Diagnostic and Statistical Manual of Mental Disorders
- Disabilities
- Drug Abuse
- Dyslexia
- Eating Disorders
- Extracurricular Activities
- HIV/AIDS
- Learning Disabilities
- Malnutrition and Development
- Mental Health Care in Schools
- Mental Retardation
- Obesity
- School Counseling
- Sex Education
- Special Education
- Suicide
- Human Development
- Acculturation
- Aggression
- Androgyny
- Anxiety
- Aptitude
- Athletics
- Attachment
- Attachment Disorder
- Autism Spectrum Disorders
- Behavior Disorders
- Creativity
- Early Intervention Programs
- Egocentrism
- Emotion and Memory
- Emotional Development
- Empathy
- Equilibration
- Erikson's Theory of Psychosocial Development
- Extracurricular Activities
- Friendship
- Gifted and Talented Students
- Head Start
- Identity Development
- Individual Differences
- Individuals with Disabilities Education Act
- Intelligence and Intellectual Development
- Intrinsic versus Extrinsic Motivation
- Kohlberg's Stages of Moral Development
- Mainstreaming
- Maslow's Hierarchy of Basic Needs
- Maturation
- Mental Retardation
- Metacognition and Learning
- Moral Development
- Motivation
- Motivation and Emotion
- Motor Development
- Myelination
- Neuroscience
- Peer Influences
- Perceptual Development
- Physical Development
- Piaget's Theory of Cognitive Development
- Risk Factors and Development
- School Violence and Disruption
- Self-Determination
- Self-Efficacy
- Self-Esteem
- Special Education
- Test Anxiety
- Vygotsky's Cultural-Historical Theory of Development
- Intelligence and Intellectual Development
- Language Development
- Learning and Memory
- Adult Learning
- Assistive Technology
- Aversive Stimuli
- Behavior Modification
- Bloom's Taxonomy of Educational Objectives
- Brain-Relevant Education
- Classical Conditioning
- Cognitive and Cultural Styles
- Cognitive View of Learning
- Cooperative Learning
- Discovery Learning
- Discrimination
- Distance Learning
- Divergent Thinking
- Educational Technology
- Emotion and Memory
- Episodic Memory
- Explicit Memory
- Flashbulb Memories, the Nature of
- Habituation
- Intrinsic versus Extrinsic Motivation
- Learning
- Learning Communities
- Learning Disabilities
- Learning Strategies
- Learning Style
- Lifelong Learning
- Long-Term Memory
- Malnutrition and Development
- Maturation
- Memory
- Metacognition and Learning
- Mnemonics
- Motivation and Emotion
- Observational Learning
- Older Learners
- Operant Conditioning
- Peer-Assisted Learning
- Perceptual Development
- Premack Principle
- Reinforcement
- Rosenthal Effect
- Shaping
- Short-Term Memory
- Social Learning Theory
- Stimulus Control
- Working Memory
- Organizations
- Peers and Peer Influences
- Public Policy
- Abstinence Education
- Assistive Technology
- Bilingual Education
- Charter Schools
- Child Abuse
- Early Child Care and Education
- English as a Second Language
- Ethics and Research
- Gangs
- Grade Retention
- Head Start
- High-Stakes Testing
- Home Education
- Immigration
- Inclusion
- Individualized Education Program
- Individuals with Disabilities Education Act
- Institutional Review Boards
- Intelligence Tests
- Least Restrictive Placement
- Mainstreaming
- No Child Left Behind
- Poverty
- School Design
- School Violence and Disruption
- Sex Education
- Special Education
- Students' Rights
- Testing
- Tracking
- Vouchers
- Research Methods and Statistics
- T Scores
- Case Studies
- Confidence Interval
- Correlation
- Cross-Sectional Research
- Descriptive Statistics
- Ethics and Research
- Ethnography
- Experimental Design
- External Validity
- Field Experiments
- Frequency Distribution
- Generalizability Theory
- Inferential Statistics
- Internal Validity
- Longitudinal Research
- Mean
- Median
- Meta-Analysis
- Mode
- Naturalistic Observation
- Normal Curve
- Percentile Rank
- Qualitative Research Methods
- Quantitative Research Methods
- Random Sample
- Regression
- Scientific Method
- Standard Deviation and Variance
- Standard Scores
- Stanine Scores
- Statistical Significance
- Social Development
- Teaching
- Aptitude Tests
- Constructivism
- Contingency Contracts
- Criterion-Referenced Testing
- Curriculum Development
- Direct Instruction
- Educational Technology
- Effective Teaching, Characteristics of
- Emotion and Memory
- English as a Second Language
- Evaluation
- Expert Teachers
- Explicit Teaching
- Goals
- Grade Retention
- Grade-Equivalent Scores
- Grading
- Home Education
- Homework
- Instructional Objectives
- Learning Objectives
- Parent–Teacher Conferences
- Personalized System of Instruction
- PRAXIS™
- Precision Teaching
- Rubrics
- Scaffolding
- School Readiness
- Sex Education
- Students' Rights
- Teaching Strategies
- Tracking
- Testing, Measurement, and Evaluation
- Acceleration
- Alternative Academic Assessment
- Aptitude Tests
- Assessment
- Bell Curve
- Certification
- Criterion-Referenced Testing
- Essay Tests
- Evaluation
- External Validity
- Generalizability Theory
- Grade Retention
- Grade-Equivalent Scores
- Grading
- High-Stakes Testing
- Intelligence Tests
- Measurement
- Measurement of Cognitive Development
- Mental Age
- Multiple-Choice Tests
- Norm-Referenced Tests
- Percentile Rank
- Personality Tests
- Reliability
- Rubrics
- Standardized Tests
- Stanford–Binet Test
- Test Anxiety
- Testing
- Validity
- Theory
- Applied Behavior Analysis
- Behavior Modification
- Bloom's Taxonomy of Educational Objectives
- Classical Conditioning
- Cognitive Behavior Modification
- Cognitive View of Learning
- Constructivism
- Continuity and Discontinuity in Learning
- Cultural Deficit Model
- Dynamical Systems
- Erikson's Theory of Psychosocial Development
- Generalizability Theory
- Kohlberg's Stages of Moral Development
- Learned Helplessness
- Maslow's Hierarchy of Basic Needs
- Neuroscience
- Piaget's Theory of Cognitive Development
- Premack Principle
- Psychoanalytic Theory
- Psychosocial Development
- Reciprocal Determinism
- Rosenthal Effect
- Schemas
- Social Learning Theory
- Theory of Mind
- Vicarious Reinforcement
- Loading...
Get a 30 day FREE TRIAL
-
Watch videos from a variety of sources bringing classroom topics to life
-
Read modern, diverse business cases
-
Explore hundreds of books and reference titles
Sage Recommends
We found other relevant content for you on other Sage platforms.
Have you created a personal profile? Login or create a profile so that you can save clips, playlists and searches