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Data Management & Analytics
Data Analysis Using SPSS
Data Analysis Using SPSS
16 Sections
57 Lessons
10 Days
Curriculum
16 Sections
57 Lessons
10 Days
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Introduction to research
4 Items
1.0
Introduction to research
1.1
Different types of research
1.2
Formulation of research problem statement
1.3
Formulation of research hypothesis
Overview of Evaluation
3 Items
2.0
Evaluation Objectives
2.1
Evaluation Criteria
2.2
Evaluation Questions
Research Design
2 Items
3.0
Quantitative Research Approaches
3.1
Qualitative Research Approaches
Sampling
2 Items
4.0
Sampling Techniques: Probability and non-probability
4.1
Sample size determination
Data Collection Methods in Research
3 Items
5.0
Quantitative data collection methods
5.1
Qualitative data collection
5.2
Creating an evaluation framework
Data Collection tools in Research
3 Items
6.0
Survey Questionnaire design
6.1
FGD guide design
6.2
KII guide design
Developing Research Protocol
3 Items
7.0
What is a research protocol?
7.1
Basic concepts of a research protocol
7.2
Structure of a research protocol
Mobile Data Collection and Processing (ODK)
5 Items
8.0
Introduction to mobile data gathering
8.1
Design of survey forms using ODK build and XLSForm
8.2
Use ODK collect to gather data
8.3
Use ODK aggregate to upload data to the server
8.4
Work with spatial data (GPS coordinates)
Introduction to SPSS statistical software
6 Items
9.0
SPSS interface and features
9.1
Key terminologies used in SPSS
9.2
Views: Variable, Data views, Syntax editor
9.3
Data file preparation
9.4
Data entry into SPSS
9.5
Data manipulation: merge files, spit files, sorting files, missing values
Basic Statistics using SPSS
5 Items
10.0
Descriptive statistics for numeric variables
10.1
Frequency tables
10.2
Distribution and relationship of variables
10.3
Cross tabulations of categorical variables
10.4
Stub and Banner Tables
Graphics using SPSS
3 Items
11.0
Introduction to graphs in SPSS
11.1
Graph commands in SPSS
11.2
Different types of Graphs in SPSS
Statistical Tests using SPSS
4 Items
12.0
One Sample T Test
12.1
Independent Samples T Test
12.2
Paired Samples T Test
12.3
One-Way ANOVA
Statistical Associations in SPSS
3 Items
13.0
Chi-Square test
13.1
Pearson’s Correlation
13.2
Spearman’s Rank-Order Correlation
Predictive Models using SPSS
4 Items
14.0
Linear Regression
14.1
Multiple Regression
14.2
Logistic Regression
14.3
Ordinal Regression
Longitudinal Analysis using SPSS
3 Items
15.0
Features of Longitudinal Data
15.1
Exploring Longitudinal data
15.2
Longitudinal analysis for continuous outcomes
Survey Report writing and Dissemination
4 Items
16.0
Survey report format
16.1
Survey report content
16.2
Survey findings dissemination
16.3
Use of survey findings for decision making
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