SlideShare une entreprise Scribd logo
1  sur  12
Statistical
Methods and
Measurement
Scales
Presented by
Kristel May A. Sarzadilla
Statistics deals with
• Collection
• Organization
• Presentation
• Analysis
• Interpretation
Statistical
Methods
Descriptive Statistical Method
 Descriptive statistics are used to describe
the basic features of the data in a study. They
provide simple summaries about the sample
and the measures. Together with simple
graphics analysis, they form the basis of
virtually every quantitative analysis of data.
http://www.socialresearchmethods.net
Correlational Method
 Correlation is a statistical technique that
can show whether and how strongly pairs of
variables are related. For example, height and
weight are related; taller people tend to be
heavier than shorter people.
http://www.surveysystem.com
Inferential Method
 We use inferential statistics to try to infer
from the sample data what the population
might think. Or, we use inferential
statistics to make judgments of the
probability that an observed difference
between groups is a dependable one or one
that might have happened by chance in this
study.
http://www.socialresearchmethods.net
Measurement
Scales
Nominal Scale
Used as measures of identity.
Examples:
 Religion
 Sex
Ordinal Scales
Used in measurement
wherein numbers reflect
the rank order of the
individual or objects
Interval Scale
 Provides numbers that reflect differences
among items.
 Measurement units are equal.
 Has no reference to zero
 MDAS has meaning
Ratio Scale
 It has absolute zero.
 M & D have meaning

Contenu connexe

Tendances

Data Analysis, Presentation and Interpretation of Data
Data Analysis, Presentation and Interpretation of DataData Analysis, Presentation and Interpretation of Data
Data Analysis, Presentation and Interpretation of DataRoqui Malijan
 
Parametric and non parametric test
Parametric and non parametric testParametric and non parametric test
Parametric and non parametric testAjay Malpani
 
Concept of Inferential statistics
Concept of Inferential statisticsConcept of Inferential statistics
Concept of Inferential statisticsSarfraz Ahmad
 
Parametric vs non parametric test
Parametric vs non parametric testParametric vs non parametric test
Parametric vs non parametric testar9530
 
Quantitative, qualitive and mixed research designs
Quantitative, qualitive and mixed research designsQuantitative, qualitive and mixed research designs
Quantitative, qualitive and mixed research designsAras Bozkurt
 
Statistical analysis and interpretation
Statistical analysis and interpretationStatistical analysis and interpretation
Statistical analysis and interpretationDave Marcial
 
Descriptive statistics
Descriptive statisticsDescriptive statistics
Descriptive statisticsAileen Balbido
 
Inferential Statistics
Inferential StatisticsInferential Statistics
Inferential Statisticsewhite00
 
Basic Statistics & Data Analysis
Basic Statistics & Data AnalysisBasic Statistics & Data Analysis
Basic Statistics & Data AnalysisAjendra Sharma
 
Scales of measurment
Scales of measurmentScales of measurment
Scales of measurmentSWATHY M.A
 
Non- Probability Sampling & Its Methods
Non- Probability Sampling & Its MethodsNon- Probability Sampling & Its Methods
Non- Probability Sampling & Its MethodsArpit Surana
 

Tendances (20)

Data Analysis, Presentation and Interpretation of Data
Data Analysis, Presentation and Interpretation of DataData Analysis, Presentation and Interpretation of Data
Data Analysis, Presentation and Interpretation of Data
 
Introduction to statistics
Introduction to statisticsIntroduction to statistics
Introduction to statistics
 
Parametric and non parametric test
Parametric and non parametric testParametric and non parametric test
Parametric and non parametric test
 
Concept of Inferential statistics
Concept of Inferential statisticsConcept of Inferential statistics
Concept of Inferential statistics
 
Parametric vs non parametric test
Parametric vs non parametric testParametric vs non parametric test
Parametric vs non parametric test
 
Quantitative, qualitive and mixed research designs
Quantitative, qualitive and mixed research designsQuantitative, qualitive and mixed research designs
Quantitative, qualitive and mixed research designs
 
Mixed methods research
Mixed methods research Mixed methods research
Mixed methods research
 
Non-Probability sampling
Non-Probability samplingNon-Probability sampling
Non-Probability sampling
 
Statistical analysis and interpretation
Statistical analysis and interpretationStatistical analysis and interpretation
Statistical analysis and interpretation
 
Descriptive statistics
Descriptive statisticsDescriptive statistics
Descriptive statistics
 
Inferential Statistics
Inferential StatisticsInferential Statistics
Inferential Statistics
 
Inferential Statistics
Inferential StatisticsInferential Statistics
Inferential Statistics
 
Basic Statistics & Data Analysis
Basic Statistics & Data AnalysisBasic Statistics & Data Analysis
Basic Statistics & Data Analysis
 
Scales of measurment
Scales of measurmentScales of measurment
Scales of measurment
 
Non- Probability Sampling & Its Methods
Non- Probability Sampling & Its MethodsNon- Probability Sampling & Its Methods
Non- Probability Sampling & Its Methods
 
Characteristics of Qualitative Research.pptx
Characteristics of Qualitative Research.pptxCharacteristics of Qualitative Research.pptx
Characteristics of Qualitative Research.pptx
 
Qualitative research
Qualitative researchQualitative research
Qualitative research
 
Sampling method in research
Sampling method in researchSampling method in research
Sampling method in research
 
Quantitative Data analysis
Quantitative Data analysisQuantitative Data analysis
Quantitative Data analysis
 
Population and Sample
Population and SamplePopulation and Sample
Population and Sample
 

En vedette

Measurement and scales
Measurement and scalesMeasurement and scales
Measurement and scalesKaran Khaneja
 
Spss measurement scales
Spss measurement scalesSpss measurement scales
Spss measurement scalesNaveed Saeed
 
6 measurement & scaling
6  measurement & scaling6  measurement & scaling
6 measurement & scalingarjeskay
 
Hypothesis Formulation
Hypothesis FormulationHypothesis Formulation
Hypothesis FormulationSarang Bhola
 
presentation of data
presentation of datapresentation of data
presentation of dataShafeek S
 
case study methods and survey method by shafeek
case study methods and survey method by shafeekcase study methods and survey method by shafeek
case study methods and survey method by shafeekShafeek S
 
Introduction to statistics...ppt rahul
Introduction to statistics...ppt rahulIntroduction to statistics...ppt rahul
Introduction to statistics...ppt rahulRahul Dhaker
 
Variables And Measurement Scales
Variables And Measurement ScalesVariables And Measurement Scales
Variables And Measurement Scalesguesta861fa
 
Formulating hypotheses
Formulating hypothesesFormulating hypotheses
Formulating hypothesesAniket Verma
 
Identifying and defining a research problem
Identifying and defining a research problemIdentifying and defining a research problem
Identifying and defining a research problemAkshay Samant
 
Sampling methods PPT
Sampling methods PPTSampling methods PPT
Sampling methods PPTVijay Mehta
 
Source of Data in Research
Source of Data in ResearchSource of Data in Research
Source of Data in ResearchManu K M
 
Measurement and scaling techniques
Measurement  and  scaling  techniquesMeasurement  and  scaling  techniques
Measurement and scaling techniquesUjjwal 'Shanu'
 
Methods of data collection
Methods of data collectionMethods of data collection
Methods of data collectionsimij
 

En vedette (20)

Measurement and scales
Measurement and scalesMeasurement and scales
Measurement and scales
 
Spss measurement scales
Spss measurement scalesSpss measurement scales
Spss measurement scales
 
6 measurement & scaling
6  measurement & scaling6  measurement & scaling
6 measurement & scaling
 
Hypothesis Formulation
Hypothesis FormulationHypothesis Formulation
Hypothesis Formulation
 
Questionaire
QuestionaireQuestionaire
Questionaire
 
presentation of data
presentation of datapresentation of data
presentation of data
 
Ch02 topic selection
Ch02 topic selectionCh02 topic selection
Ch02 topic selection
 
case study methods and survey method by shafeek
case study methods and survey method by shafeekcase study methods and survey method by shafeek
case study methods and survey method by shafeek
 
Introduction to statistics...ppt rahul
Introduction to statistics...ppt rahulIntroduction to statistics...ppt rahul
Introduction to statistics...ppt rahul
 
Measurement Scale
Measurement ScaleMeasurement Scale
Measurement Scale
 
Variables And Measurement Scales
Variables And Measurement ScalesVariables And Measurement Scales
Variables And Measurement Scales
 
Formulating hypotheses
Formulating hypothesesFormulating hypotheses
Formulating hypotheses
 
Research Design
Research DesignResearch Design
Research Design
 
Identifying and defining a research problem
Identifying and defining a research problemIdentifying and defining a research problem
Identifying and defining a research problem
 
Research Design
Research DesignResearch Design
Research Design
 
Sampling methods PPT
Sampling methods PPTSampling methods PPT
Sampling methods PPT
 
Source of Data in Research
Source of Data in ResearchSource of Data in Research
Source of Data in Research
 
Research design
Research designResearch design
Research design
 
Measurement and scaling techniques
Measurement  and  scaling  techniquesMeasurement  and  scaling  techniques
Measurement and scaling techniques
 
Methods of data collection
Methods of data collectionMethods of data collection
Methods of data collection
 

Similaire à Statistical Methods and Measurement scales

Basics of Educational Statistics (Inferential statistics)
Basics of Educational Statistics (Inferential statistics)Basics of Educational Statistics (Inferential statistics)
Basics of Educational Statistics (Inferential statistics)HennaAnsari
 
TREATMENT OF DATA_Scrd.pptx
TREATMENT OF DATA_Scrd.pptxTREATMENT OF DATA_Scrd.pptx
TREATMENT OF DATA_Scrd.pptxCarmela857185
 
Data science notes for ASDS calicut 2.pptx
Data science notes for ASDS calicut 2.pptxData science notes for ASDS calicut 2.pptx
Data science notes for ASDS calicut 2.pptxswapnaraghav
 
introduction to statistical theory
introduction to statistical theoryintroduction to statistical theory
introduction to statistical theoryUnsa Shakir
 
INTRODUCTION TO STATISTICS.pptx
INTRODUCTION TO STATISTICS.pptxINTRODUCTION TO STATISTICS.pptx
INTRODUCTION TO STATISTICS.pptxAvilosErgelaKram
 
statistical analysis.pptx
statistical analysis.pptxstatistical analysis.pptx
statistical analysis.pptxhayatalakoum1
 
IDS-Unit-II. bachelor of computer applicatio notes
IDS-Unit-II. bachelor of computer applicatio notesIDS-Unit-II. bachelor of computer applicatio notes
IDS-Unit-II. bachelor of computer applicatio notesAnkurTiwari813070
 
Introduction to biostatistics
Introduction to biostatisticsIntroduction to biostatistics
Introduction to biostatisticsAli Al Mousawi
 
Research and Statistics Report- Estonio, Ryan.pptx
Research  and Statistics Report- Estonio, Ryan.pptxResearch  and Statistics Report- Estonio, Ryan.pptx
Research and Statistics Report- Estonio, Ryan.pptxRyanEstonio
 
Lect 1_Biostat.pdf
Lect 1_Biostat.pdfLect 1_Biostat.pdf
Lect 1_Biostat.pdfBirhanTesema
 
Sergio S Statistics
Sergio S StatisticsSergio S Statistics
Sergio S Statisticsteresa_soto
 
Introduction to Statistics - Basics Statistics Concepts - Day 1- 8614 - B.Ed ...
Introduction to Statistics - Basics Statistics Concepts - Day 1- 8614 - B.Ed ...Introduction to Statistics - Basics Statistics Concepts - Day 1- 8614 - B.Ed ...
Introduction to Statistics - Basics Statistics Concepts - Day 1- 8614 - B.Ed ...EqraBaig
 
Quantitative research
Quantitative researchQuantitative research
Quantitative researchTooba Kanwal
 

Similaire à Statistical Methods and Measurement scales (20)

Basics of Educational Statistics (Inferential statistics)
Basics of Educational Statistics (Inferential statistics)Basics of Educational Statistics (Inferential statistics)
Basics of Educational Statistics (Inferential statistics)
 
TREATMENT OF DATA_Scrd.pptx
TREATMENT OF DATA_Scrd.pptxTREATMENT OF DATA_Scrd.pptx
TREATMENT OF DATA_Scrd.pptx
 
Data Analysis.pptx
Data Analysis.pptxData Analysis.pptx
Data Analysis.pptx
 
Data science notes for ASDS calicut 2.pptx
Data science notes for ASDS calicut 2.pptxData science notes for ASDS calicut 2.pptx
Data science notes for ASDS calicut 2.pptx
 
Some Research Concepts
Some Research ConceptsSome Research Concepts
Some Research Concepts
 
introduction to statistical theory
introduction to statistical theoryintroduction to statistical theory
introduction to statistical theory
 
INTRODUCTION TO STATISTICS.pptx
INTRODUCTION TO STATISTICS.pptxINTRODUCTION TO STATISTICS.pptx
INTRODUCTION TO STATISTICS.pptx
 
Concepts and terms
Concepts and termsConcepts and terms
Concepts and terms
 
statistical analysis.pptx
statistical analysis.pptxstatistical analysis.pptx
statistical analysis.pptx
 
Data Analysis
Data Analysis Data Analysis
Data Analysis
 
Data Analysis, Intepretation
Data Analysis, IntepretationData Analysis, Intepretation
Data Analysis, Intepretation
 
IDS-Unit-II. bachelor of computer applicatio notes
IDS-Unit-II. bachelor of computer applicatio notesIDS-Unit-II. bachelor of computer applicatio notes
IDS-Unit-II. bachelor of computer applicatio notes
 
Introduction to biostatistics
Introduction to biostatisticsIntroduction to biostatistics
Introduction to biostatistics
 
Data analysis
Data analysisData analysis
Data analysis
 
Research and Statistics Report- Estonio, Ryan.pptx
Research  and Statistics Report- Estonio, Ryan.pptxResearch  and Statistics Report- Estonio, Ryan.pptx
Research and Statistics Report- Estonio, Ryan.pptx
 
Lect 1_Biostat.pdf
Lect 1_Biostat.pdfLect 1_Biostat.pdf
Lect 1_Biostat.pdf
 
Statistics and data analysis
Statistics  and data analysisStatistics  and data analysis
Statistics and data analysis
 
Sergio S Statistics
Sergio S StatisticsSergio S Statistics
Sergio S Statistics
 
Introduction to Statistics - Basics Statistics Concepts - Day 1- 8614 - B.Ed ...
Introduction to Statistics - Basics Statistics Concepts - Day 1- 8614 - B.Ed ...Introduction to Statistics - Basics Statistics Concepts - Day 1- 8614 - B.Ed ...
Introduction to Statistics - Basics Statistics Concepts - Day 1- 8614 - B.Ed ...
 
Quantitative research
Quantitative researchQuantitative research
Quantitative research
 

Dernier

Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhikauryashika82
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...fonyou31
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfchloefrazer622
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 

Dernier (20)

Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdf
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 

Statistical Methods and Measurement scales