Entry
Reader's guide
Entries A-Z
Subject index
Quantitative Research Methods
Educational professionals are concerned with learning, achievement motivation, human growth and development, and human behavior. Consequently, measuring change in these areas is of great interest and need to educational researchers. The purpose of quantitative research is to find solutions to problems worthy of investigation. Results of quantitative research provide objective evidence as a basis for decision making. These decisions may affect individuals, organized programs of study, or entire school systems. For example, new teaching methods may be implemented, new programs established, curricula modified, new programs implemented, or new evaluation procedures used based on the results of quantitative research. Over time, results of quantitative research can influence an entire field of study; such was the case with Piaget's research in child development.
Quantitative research methods allow researchers to measure certain behaviors or phenomena. Data are represented in the form of numbers. Quantitative research methods require the scientific method of investigation. Measurement is necessary if the scientific method is to be used. The scientific method involves an empirical or theoretical basis for the investigation of populations and samples. Hypotheses must be formulated, observable and measurable data must be gathered, and appropriate mathematical procedures must be used for the statistical analyses required for hypothesis testing. If researchers are to ascertain relationships between variables and differences among variables, data must be provided to support objective, valid, and reliable conclusions. The conclusions should be based on predetermined hypotheses and statistical testing. Data may be collected in various ways, such as via the Internet, surveys, tests, inventories, or written documents.
There are many quantitative methods that may be applied to research in the behavioral and social sciences. Both descriptive and inferential statistics are used in quantitative research. Quantitative methods depend on the design of the study (experimental, quasi-experimental, nonexperimental). Study design takes into account all those elements that surround the plan for the investigation, for example, research question or problem statement, research objectives, operational definitions, scope of inferences to be made, assumptions and limitations of the study, independent and dependent variables, treatment and controls, instrumentation, systematic data collection actions, statistical analysis, time lines, and reporting procedures.
Stages
Problem Statement
First, an empirical or theoretical basis for the research problem should be established. This basis may emanate from personal experiences or established theory relevant to the study. From this basis, the researcher may formulate a research question or problem statement. Even though a study may have several objectives, a clear research problem statement or research question should be stated. Often these are teacher observations of classroom behaviors. When teachers formulate theories and engage in research, it is called action research. The research problem, whether anchored in theory or an outgrowth of personal observation, provides direction for the methods to be used.
Operational Definitions
Operational definitions describe the meaning of specific terms used in a study. They specify the procedures or operations to be followed in producing or measuring complex constructs that hold different meanings for different people (e.g., beauty, intelligence, work values). For example, intelligence may be defined for research purposes by scores on the Stanford–Binet Intelligence Scale.
...
- 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