[CODATA-international] Research Design, ODK Mobile Data Collection, GIS Mapping, Data Analysis using NVIVO and STATA Workshop 14th to 25th , 2022
Foscore Development Center
workshops at fdc-k.or.ke
Sat Jan 15 03:00:20 EST 2022
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Research Design,ODK Mobile Data Collection,GIS Mapping, Data
Analysis using NVIVO and STATA Workshop 14th to 25th
,2022
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Foscore Development center
Nairobi Kenya
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Onsite Courses
2022
INTRODUCTION
New
developments in data science offer a tremendous opportunity to improve
decision-making. In the development world, there has been an increase in
the number of data gathering initiative such as baseline surveys,
Socio-Economic Surveys, Demographic and Health Surveys, Nutrition Surveys, Food
Security Surveys, Program Evaluation Surveys, Employees, customers and vendor
satisfaction surveys, and opinion polls among others, all intended to provide
data for decision making.
It
is essential that these efforts go beyond merely generating new insights from
data but also to systematically enhance individual human judgment in real
development contexts. How can organizations better manage the process of
converting the potential of data science to real development outcomes This ten
days hands-on course is tailored to put all these important consideration into
perspective. It is envisioned that upon completion, the participants will be
empowered with the necessary skills to produce accurate and cost effective data
and reports that are useful and friendly for decision making.
It
will be conducted using ODK, GIS, NVIVO and STATA
DURATION
2
Weeks
LEARNING
OBJECTIVES
· Understand
and appropriately use statistical terms and concepts
· Design and
Implement universally acceptable Surveys
· Convert
data into various formats using appropriate software
· Use
mobile data gathering tools such as Open Data Kit (ODK)
· Use
GIS software to plot and display data on basic maps
· Qualitative
data analysis using NVIVO
· Workflow
use commands in STATA
· Manage,
edit and structure large databases in STATA
· Generating
descriptive statistics in STATA
· Creating
powerful publication-quality graphs in STATA
· Data
Analysis/Estimations in STATA
· Write
reports from survey data
· Put
strategies to improve data demand and use in decision making
WHO
SHOULD ATTEND?
This
is a general course targeting participants with elementary knowledge of
Statistics from Agriculture, Economics, Food Security and Livelihoods,
Nutrition, Education, Medical or public health professionals among others who
already have some statistical knowledge, but wish to be conversant with the
concepts and applications of statistical modeling.
TOPICS
TO BE COVERED
Module1: Basic
statistical terms and concepts
· Introduction
to statistical concepts
· Descriptive
Statistics
· Inferential
statistics
Module
2:Research Design
· The
role and purpose of research design
· Types
of research designs
· The
research process
· Which
method to choose?
· Exercise:
Identify a project of choice and developing a research design
Module
3: Survey Planning, Implementation and Completion
· Types
of surveys
· The
survey process
· Survey
design
· Methods
of survey sampling
· Determining
the Sample size
· Planning
a survey
· Conducting
the survey
· After
the survey
· Exercise:
Planning for a survey based on the research design selected
Module
4:Introduction
· Introduction
to Mobile Data gathering
· Benefits
of Mobile Applications
· Data
and types of Data
· Introduction
to common mobile based data collection platforms
· Managing
devices
· Challenges
of Data Collection
· Data
aggregation, storage and dissemination
· Types
of questions
· Data
types for each question
· Types
of questionnaire or Form logic
· Extended
data types geoid, image and multimedia
Module
5:Survey Authoring
· Design
forms using a web interface using:
o ODK
Build
o Koboforms
o PurcForms
· Hands-on
Exercise
Module
6:Preparing the mobile phone for data collection
· Installing
applications: ODK Collect
o Using
Google play
o Manual
install (.apk files)
· Configuring
the device (Mobile Phones)
· Uploading
the form into the mobile devices
· Hands-on
Exercise
Module
7:Designing forms manually: Using XLS Forms
· Introduction
to XLS forms syntax
· New
data types
· Notes
and dates
· Multiple
choice Questions
· Multiple
Language Support
· Hints
and Metadata
· Hands-on
Exercise
Module
8:Advanced survey Authoring
· Conditional
Survey Branching
o Required
questions
o Constraining
responses
o Skip:
Asking Relevant questions
o The
specify other
· Grouping
questions
o Skipping
many questions at once (Skipping a section)
· Repeating
a set of questions
· Special
formatting
· Making
dynamic calculations
Module
9:Hosting survey data (Online)
· ODK
Aggregate
· Formhub
· ona.io
· KoboToolbox
· Uploading
forms to the server
Module
10:Hosting Survey Data (Configuring a local server)
· Configuring
ODK Aggregate on a local server
· Downloading
data
· Manual
download (ODK Briefcase)
· Using
the online server interface
Module
11: GIS mapping of survey data using QGIS
· Introduction
to GIS for Researchers and data scientists
· Importing
survey data into a GIS
· Mapping
of survey data using QGIS
· Exercise:
QGIS mapping exercise.
Module
12:Understanding Qualitative Research
· Qualitative
Data
· Types
of Qualitative Data
· Sources
of Qualitative data
· Qualitative
vs Quantitative
· NVivo
key terms
· The
NVivo Workspace
Module
13:Preliminaries of Qualitative data Analysis
· What
is qualitative data analysis
· Approaches
in Qualitative data analysis; deductive and inductive approach
· Points
of focus in analysis of text data
· Principles
of Qualitative data analysis
· Process
of Qualitative data analysis
Module
14:Introduction to NVIVO
· NVIVO
Key terms
· NVIVO
interface
· NVIVO
workspace
· Use
of NVIVO ribbons
Module
15:NVIVO Projects
· Creating
new projects
· Creating
a new project
· Opening
and Saving project
· Working
with Qualitative data files
· Importing
Documents
· Merging
and exporting projects
· Managing
projects
· Working
with different data sources
Module
16:Nodes in NVIVO
· Theme
codes
· Case
nodes
· Relationships
nodes
· Node
matrices
· Type
of Nodes,
· Creating
nodes
· Browsing
Nodes
· Creating
Memos
· Memos,
annotations and links
· Creating
a linked memo
Module
17:Classes and summaries
· Source
classifications
· Case
classifications
· Node
classifications
· Creating
Attributes within NVivo
· Importing
Attributes from a Spreadsheet
· Getting
Results; Coding Query and Matrix Query
Module
18: Coding
· Data-driven
vs theory-driven coding
· Analytic
coding
· Descriptive
coding
· Thematic
coding
· Tree
coding
Module
19:Thematic Analytics in NVIVO
· Organize,
store and retrieve data
· Cluster
sources based on the words they contain
· Text
searches and word counts through word frequency queries.
· Examine
themes and structure in your content
Module
20:Queries using NVIVO
· Queries
for textual analysis
· Queries
for exploring coding
Module
21: Building on the Analysis
· Content
Analysis; Descriptive, interpretative
· Narrative
Analysis
· Discourse
Analysis
· Grounded
Theory
Module
22: Qualitative Analysis Results Interpretation
· Comparing
analysis results with research questions
· Summarizing
finding under major categories
· Drawing
conclusions and lessons learned
Module
23: Visualizing NVIVO project
· Display
data in charts
· Creating
models and graphs to visualize connections
· Tree
maps and cluster analysis diagrams
· Display
your data in charts
· Create
models and graphs to visualize connections
· Create
reports and extracts
Module
24: Triangulating results and Sources
· Triangulating
with quantitative data
· Using
different participatory techniques to measure the same indicator
· Comparing
analysis from different data sources
· Checking
the consistency on respondent on similar topic
Module
25: Report Writing
· Qualitative
report format
· Reporting
qualitative research
· Reporting
content
· Interpretation
Module
26: Introduction to Statistical concepts and general analytics IN
STATA
· Research
design
· Samples
and populations
· Comparison
of experimental and non-experimental designs
· Exploring
variable types
Module
27: Familiarizing with the application
· Datasets
· Commands
· Working
with variables in Stata
· Basic
analysis using Stata
Module
28: Charting and Graphical presentation using Stata
· Classifying
different charts and processing them using STATA
· Understanding
the Graph command syntax
· Graphs
for categorical Vs Numeric variables
· Managing
chart output in STATA
· Multivariate
charting
Module
29: Statistical Tests using Stata
· One
Sample T Test
· Independent
Samples T Test
· Paired
Samples T Test
· One-Way
ANOVA
Module
30: Measures of Associations in Stata
· Chi-Square
test
· Pearson's
Correlation
· Spearman's
Rank-Order Correlation
Module
31: Predictive Models using Stata
· Linear
Regression
· Multiple
Regression
· Logistic
Regression
· Ordinal
Regression
Module
33: Panel Data Analysis using Stata
· Exploration
of panel data
· Fixed
effects model/LSDV
· Random
effects model
· Choosing
the appropriate model
Module
34: Time Series Analysis using Stata
· Introduction
to time series analysis using Stata
· Plotting
a time series
· Seasonal
differences
· Auto
correlations
· Forecast
models in Stata
Module
35: Econometric Analysis
· Econometric
Analysis of cross-sectional data
· Econometric
Analysis of panel data
· Econometric
Analysis of time-series data
Module
36: Report writing for surveys, data dissemination, demand and
use
· Writing
a report from survey data
· Communication
and dissemination strategy
· Context
of Decision Making
· Improving
data use in decision making
· Culture
Change and Change Management
· Preparing
a report for the survey, a communication and dissemination plan and a demand and
use strategy.
· Presentations
and joint action planning
General
Notes
· All
our courses can be Tailor-made to participants needs
· The
participant must be conversant with English
· Presentations
are well guided, practical exercise, web based tutorials and group work. Our
facilitators are expert with more than 10years of experience.
· Upon
completion of training the participant will be issued with Foscore development
center certificate (FDC-K)
· Training
will be done at Foscore development center (FDC-K) center in Nairobi Kenya. We
also offer more than five participants training at requested location within
Kenya, more than ten participant within east Africa and more than twenty
participant all over the world.
· Course
duration is flexible and the contents can be modified to fit any number of
days.
· The
course fee includes facilitation training materials, 2 coffee breaks, buffet
lunch and a Certificate of successful completion of Training. Participants will
be responsible for their own travel expenses and arrangements, airport
transfers, visa application dinners, health/accident insurance and other
personal expenses.
· Accommodation,
pickup, freight booking and Visa processing arrangement, are done on request, at
discounted prices.
· One
year free Consultation and Coaching provided after the course.
· Register
as a group of more than two and enjoy discount of (10% to 50%) plus free five
hour adventure drive to the National game park.
· Payment
should be done two week before commence of the training, to FOSCORE DEVELOPMENT
CENTER account, so as to enable us prepare better for you.
· For
any enquiry to: training at fdc-k.org or +254712260031
· Website:www.fdc-k.org
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