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<title>Invitation to Research Design, ODK mobile data collection, GIS mapping, and Data analysis using NVIVO and R Workshop Sep 13 2021</title>
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<div data-slot="text"><a href="https://fdc-k.org/trainings/2498/Research-DesignODK-Mobile-Data-CollectionGIS-MappingData-analysis-using-NVIVO-and-R-course/Research-and-Data-Analysis/4561" rel="noopener noreferrer" target="_blank">Research Design, ODK mobile data collection, GIS mapping, and Data analysis using NVIVO and R </a><span style="font-size: 14px;"><a href="https://fdc-k.org/trainings/2498/Research-DesignODK-Mobile-Data-CollectionGIS-MappingData-analysis-using-NVIVO-and-R-course/Research-and-Data-Analysis/4561" rel="noopener noreferrer" target="_blank"><span style="font-family: Tahoma,Geneva,sans-serif;">Workshop from September 13 to 24 September 2021 for 10 Days</span></a><span style="font-size: 14px;"><span style="font-family: Tahoma,Geneva,sans-serif;"><table border="0" cellpadding="0" cellspacing="0" width="0"><tbody><tr><td valign="bottom" width="708"><div data-empty="true"><br /></div></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="0"><tbody><tr><td valign="bottom" width="708"><div data-empty="true"><br /></div></td></tr></tbody></table><a href="https://fdc-k.org/online-courses/register/2498/4189/Research-DesignODK-Mobile-Data-CollectionGIS-MappingData-analysis-using-NVIVO-and-R-course/497/capacity-building-courses" rel="noopener noreferrer" target="_blank"> Register for online attendance Workshop</a><div data-empty="true"><br /></div><a href="https://fdc-k.org/trainings/register/2498/4189/Research-DesignODK-Mobile-Data-CollectionGIS-MappingData-analysis-using-NVIVO-and-R-course/497/capacity-building-courses" rel="noopener noreferrer" target="_blank">Register Onsite attendance workshop</a><div data-empty="true"><br /></div><a href="https://fdc-k.org/trainings/group/2498/4189/1/Research-DesignODK-Mobile-Data-CollectionGIS-MappingData-analysis-using-NVIVO-and-R-course/497/capacity-building-courses" rel="noopener noreferrer" target="_blank"> Register as a group workshop</a><div data-empty="true"><br /></div><a href="https://fdc-k.org/calendar/FDC-training-calender" rel="noopener noreferrer" target="_blank">Download Our Calendar 2021/2022</a><div data-empty="true"><br /></div><a href="https://drive.google.com/file/d/1j54b_IzkRIz9-m55x2AEUw9eM3jV3VpE/view?usp=sharing" rel="noopener noreferrer" target="_blank">Download & Fill Admission Form</a><div data-empty="true"><br /></div><strong>Official Email: training@fdc-k.org</strong><div data-empty="true"><br /></div><strong>Official Tel: +254 712 260 031</strong><div data-empty="true"><br /></div><strong>Visit Our Website: <a href="https://fdc-k.org/" rel="noopener noreferrer" target="_blank"><strong>Foscore Development Center</strong></a></strong><div data-empty="true"><br /></div><strong>Onsite Centers: </strong><strong>Hilton Hotel and Meridian Hotel, Nairobi Kenya</strong><br /><strong><br /></strong><strong>INTRODUCTION</strong><br />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.<br />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 considerations 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.<br />It will be conducted using ODK, GIS, NVIVO, and R<br /><strong>DURATION</strong><br />2 Weeks<br /><strong>LEARNING OBJECTIVES</strong><br /><ul type="disc"><li>Understand and appropriately use statistical terms and concepts</li><li>Design and Implement universally acceptable Surveys</li><li>Convert data into various formats using appropriate software</li><li>Use mobile data gathering tools such as Open Data Kit (ODK)</li><li>Use GIS software to plot and display data on basic maps</li><li>Qualitative data analysis using NVIVO</li><li>Analyze t data by applying appropriate statistical techniques using R</li><li>Interpret the statistical analysis using R</li><li>Identify statistical techniques best suited to data and questions</li><li>Strong foundation in fundamental statistical concepts</li><li>Implement different statistical analyses in R and interpret the results</li><li>Build intuitive data visualizations</li><li>Carry out formalized hypothesis testing</li><li>Implement linear modeling techniques such as multiple regressions and GLMs</li><li>Implement advanced regression analysis and multivariate analysis</li><li>Write reports from survey data</li><li>Put strategies to improve data demand and use in decision making</li></ul><strong>WHO SHOULD ATTEND?</strong><br />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.<br /><strong>TOPICS TO BE COVERED</strong><br /> <br /><strong>Module1: Basic statistical terms and concepts</strong><br /><ul type="disc"><li>Introduction to statistical concepts</li><li>Descriptive Statistics</li><li>Inferential statistics</li></ul><strong>Module 2:Research Design</strong><br /><ul type="disc"><li>The role and purpose of research design</li><li>Types of research designs</li><li>The research process</li><li>Which method to choose?</li><li>Exercise: Identify a project of choice and developing a research design</li></ul><strong>Module 3: Survey Planning, Implementation and Completion</strong><br /><ul type="disc"><li>Types of surveys</li><li>The survey process</li><li>Survey design</li><li>Methods of survey sampling</li><li>Determining the Sample size</li><li>Planning a survey</li><li>Conducting the survey</li><li>After the survey</li><li>Exercise: Planning for a survey based on the research design selected</li></ul><strong>Module 4:Introduction</strong><br /><ul type="disc"><li>Introduction to Mobile Data gathering</li><li>Benefits of Mobile Applications</li><li>Data and types of Data</li><li>Introduction to common mobile based data collection platforms</li><li>Managing devices</li><li>Challenges of Data Collection</li><li>Data aggregation, storage and dissemination</li><li>Types of questions</li><li>Data types for each question</li><li>Types of questionnaire or Form logic</li><li>Extended data types geoid, image and multimedia</li></ul><strong>Module 5:Survey Authoring</strong><br /><ul type="disc"><li>Design forms using a web interface using:</li><li>ODK Build</li><li>Koboforms</li><li>PurcForms</li><li>Hands-on Exercise</li></ul><strong>Module 6:Preparing the mobile phone for data collection</strong><br /><ul type="disc"><li>Installing applications: ODK Collect</li><li>Using Google play</li><li>Manual install (.apk files)</li><li>Configuring the device (Mobile Phones)</li><li>Uploading the form into the mobile devices</li><li>Hands-on Exercise</li></ul><strong>Module 7:Designing forms manually: Using XLS Forms</strong><br /><ul type="disc"><li>Introduction to XLS forms syntax</li><li>New data types</li><li>Notes and dates</li><li>Multiple choice Questions</li><li>Multiple Language Support</li><li>Hints and Metadata</li><li>Hands-on Exercise</li></ul><strong>Module 8:Advanced survey Authoring</strong><br /><ul type="disc"><li>Conditional Survey Branching</li><li>Required questions</li><li>Constraining responses</li><li>Skip: Asking Relevant questions</li><li>The specify other</li><li>Grouping questions</li><li>Skipping many questions at once (Skipping a section)</li><li>Repeating a set of questions</li><li>Special formatting</li><li>Making dynamic calculations</li></ul><strong>Module 9:Hosting survey data (Online)</strong><br /><ul type="disc"><li>ODK Aggregate</li><li>Formhub</li><li>ona.io</li><li>KoboToolbox</li><li>Uploading forms to the server</li><li>Module 10:Hosting Survey Data (Configuring a local server)</li><li>Configuring ODK Aggregate on a local server</li><li>Downloading data</li><li>Manual download (ODK Briefcase)</li><li>Using the online server interface</li></ul><strong>Module 11: GIS mapping of survey data using QGIS</strong><br /><ul type="disc"><li>Introduction to GIS for Researchers and data scientists</li><li>Importing survey data into a GIS</li><li>Mapping of survey data using QGIS</li><li>Exercise: QGIS mapping exercise.</li></ul><strong>Module 12:Understanding Qualitative Research</strong><br /><ul type="disc"><li>Qualitative Data</li><li>Types of Qualitative Data</li><li>Sources of Qualitative data</li><li>Qualitative vs Quantitative</li><li>NVivo key terms</li><li>The NVivo Workspace</li></ul><strong>Module 13:Preliminaries of Qualitative data Analysis</strong><br /><ul type="disc"><li>What is qualitative data analysis</li><li>Approaches in Qualitative data analysis; deductive and inductive approach</li><li>Points of focus in analysis of text data</li><li>Principles of Qualitative data analysis</li><li>Process of Qualitative data analysis</li></ul><strong>Module 14:Introduction to NVIVO</strong><br /><ul type="disc"><li>NVIVO Key terms</li><li>NVIVO interface</li><li>NVIVO workspace</li><li>Use of NVIVO ribbons</li></ul><strong>Module 15:NVIVO Projects</strong><br /><ul type="disc"><li>Creating new projects</li><li>Creating a new project</li><li>Opening and Saving project</li><li>Working with Qualitative data files</li><li>Importing Documents</li><li>Merging and exporting projects</li><li>Managing projects</li><li>Working with different data sources</li></ul><strong>Module 16:Nodes in NVIVO</strong><br /><ul type="disc"><li>Theme codes</li><li>Case nodes</li><li>Relationships nodes</li><li>Node matrices</li><li>Type of Nodes,</li><li>Creating nodes</li><li>Browsing Nodes</li><li>Creating Memos</li><li>Memos, annotations and links</li><li>Creating a linked memo</li></ul><strong>Module 17:Classes and summaries</strong><br /><ul type="disc"><li>Source classifications</li><li>Case classifications</li><li>Node classifications</li><li>Creating Attributes within NVivo</li><li>Importing Attributes from a Spreadsheet</li><li>Getting Results; Coding Query and Matrix Query</li></ul><strong>Module 18: Coding</strong><br /><ul type="disc"><li>Data-driven vs theory-driven coding</li><li>Analytic coding</li><li>Descriptive coding</li><li>Thematic coding</li><li>Tree coding</li></ul><strong>Module 19:Thematic Analytics in NVIVO</strong><br /><ul type="disc"><li>Organize, store and retrieve data</li><li>Cluster sources based on the words they contain</li><li>Text searches and word counts through word frequency queries.</li><li>Examine themes and structure in your content</li></ul><strong>Module 20:Queries using NVIVO</strong><br /><ul type="disc"><li>Queries for textual analysis</li><li>Queries for exploring coding</li></ul><strong>Module 21: Building on the Analysis</strong><br /><ul type="disc"><li>Content Analysis; Descriptive, interpretative</li><li>Narrative Analysis</li><li>Discourse Analysis</li><li>Grounded Theory</li></ul><strong>Module 22: Qualitative Analysis Results Interpretation</strong><br /><ul type="disc"><li>Comparing analysis results with research questions</li><li>Summarizing finding under major categories</li><li>Drawing conclusions and lessons learned</li></ul><strong>Module 23: Visualizing NVIVO project</strong><br /><ul type="disc"><li>Display data in charts</li><li>Creating models and graphs to visualize connections</li><li>Tree maps and cluster analysis diagrams</li><li>Display your data in charts</li><li>Create models and graphs to visualize connections</li><li>Create reports and extracts</li></ul><strong>Module 24: Triangulating results and Sources</strong><br /><ul type="disc"><li>Triangulating with quantitative data</li><li>Using different participatory techniques to measure the same indicator</li><li>Comparing analysis from different data sources</li><li>Checking the consistency on respondent on similar topic</li></ul><strong>Module 25: Report Writing</strong><br /><ul type="disc"><li>Qualitative report format</li><li>Reporting qualitative research</li><li>Reporting content</li><li>Interpretation</li></ul><strong>MODULE 26:Basics of Applied Statistical Modelling using R</strong><br /><ul type="disc"><li>Introduction to the Instructor and Course</li><li>Data & Code Used in the Course</li><li>Statistics in the Real World</li><li>Designing Studies & Collecting Good Quality Data</li><li>Different Types of Data</li></ul><strong>MODULE 27: Essentials of the R Programming</strong><br /><ul type="disc"><li>The rationale for this section</li><li>Introduction to the R Statistical Software & R Studio</li><li>Different Data Structures in R</li><li>Reading in Data from Different Sources</li><li>Indexing and Subletting of Data</li><li>Data Cleaning: Removing Missing Values</li><li>Exploratory Data Analysis in R</li></ul><strong>MODULE 28: Statistical Tools</strong><br /><ul type="disc"><li>Quantitative Data</li><li>Measures of Center</li><li>Measures of Variation</li><li>Charting & Graphing Continuous Data</li><li>Charting & Graphing Discrete Data</li><li>Deriving Insights from Qualitative/Nominal Data</li></ul><br /><strong>MODULE 29: Probability Distributions</strong><br /><ul type="disc"><li>Data Distribution: Normal Distribution</li><li>Checking For Normal Distribution</li><li>Standard Normal Distribution and Z-scores</li><li>Confidence Interval-Theory</li><li>Confidence Interval-Computation in R</li></ul><strong>MODULE 30: Statistical Inference</strong><br /><ul type="disc"><li>Hypothesis Testing</li><li>T-tests: Application in R</li><li>Non-Parametric Alternatives to T-Tests</li><li>One-way ANOVA</li><li>Non-parametric version of One-way ANOVA</li><li>Two-way ANOVA</li><li>Power Test for Detecting Effect</li></ul><strong>MODULE 31: Relationship between Two Different Quantitative Variables</strong><br /><ul type="disc"><li>Explore the Relationship Between Two Quantitative Variables</li><li>Correlation</li><li>Linear Regression-Theory</li><li>Linear Regression-Implementation in R</li><li>Conditions of Linear Regression</li><li>Multi-collinearity</li><li>Linear Regression and ANOVA</li><li>Linear Regression With Categorical Variables and Interaction Terms</li><li>Analysis of Covariance (ANCOVA)</li><li>Selecting the Most Suitable Regression Model</li><li>Violation of Linear Regression Conditions: Transform Variables</li><li>Other Regression Techniques When Conditions of OLS Are Not Met</li><li>Regression: Standardized Major Axis (SMA) Regression</li><li>Polynomial and Non-linear regression</li><li>Linear Mixed Effect Models</li><li>Generalized Regression Model (GLM)</li><li>Logistic Regression in R</li><li>Poisson Regression in R</li><li>The goodness of fit testing</li></ul><br /><strong>MODULE 32: Multivariate Analysis</strong><br /><ul type="disc"><li>Introduction Multivariate Analysis</li><li>Cluster Analysis/Unsupervised Learning</li><li>Principal Component Analysis (PCA)</li><li>Linear Discriminant Analysis (LDA)</li><li>Correspondence Analysis</li><li>Similarity & Dissimilarity Across Sites</li><li>Non-metric multidimensional scaling (NMDS)</li><li>Multivariate Analysis of Variance (MANOVA)</li></ul><strong>Module 33: Report writing for surveys, data dissemination, demand and use</strong><br /><ul type="disc"><li>Writing a report from survey data</li><li>Communication and dissemination strategy</li><li>Context of Decision Making</li><li>Improving data use in decision making</li><li>Culture Change and Change Management</li><li>Preparing a report for the survey, a communication and dissemination plan and a demand and use strategy.</li><li>Presentations and joint action planning</li></ul><br /> <br /><strong>General Notes</strong><ul type="disc"><li>All our courses can be Tailor-made to participants needs</li><li>The participant must be conversant with English</li><li>Presentations are well guided, practical exercises, web-based tutorials, and group work. Our facilitators are experts with more than 10years of experience.</li><li>Upon completion of training, the participant will be issued with a Foscore development center certificate (FDC-K)</li><li>Training will be done at the Foscore development center (FDC-K) center in Nairobi Kenya. We also offer more than five participants training at the requested location within Kenya, more than ten participants within east Africa, and more than twenty participants all over the world.</li><li>Course duration is flexible and the contents can be modified to fit any number of days.</li></ul><strong>VIEW OTHER UPCOMING SEPTEMBER 2021 WORKSHOPS (REGISTER FOR THE COURSE AS AN INDIVIDUAL OR GROUP)</strong><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/1509/Procurement-logistics-and-Supply-Chain-Management-course-/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Procurement logistics and Supply Chain Management Workshop-Sep 06 to Sep17,2021 for 10 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/496/Developing-organization--Balanced-Scorecard-course/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Developing organization Balanced Scorecard workshop from Sep 06, 2021 for 5 Days</a></li></ul><br /><ul><li><a href="https://fdc-k.org/trainings/3130/Executive-Leadership-&-Management-Program-Course/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Executive Leadership & Management Program Workshop from Sep 06, 2021 for 5 Days</a><br /><br /></li><li><a href="https://fdc-k.org/trainings/1945/Research-DesignODK-Mobile-Data-CollectionGIS-Mapping-Data-Analysis-using-NVIVO-and-STATA-Course/Research-and-Data-Analysis/4561" rel="noopener noreferrer" target="_blank">Research Design, ODK mobile data collection, GIS mapping, Data analysis using NVIVO and STATA Workshop from 13 Sep 2021 for 10 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/2498/Research-DesignODK-Mobile-Data-CollectionGIS-MappingData-analysis-using-NVIVO-and-R-course/Research-and-Data-Analysis/4561" rel="noopener noreferrer" target="_blank">Research Design, ODK mobile data collection, GIS mapping, and Data analysis using NVIVO and R Workshop from 13 Sep 2021 for 10 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/508/Advanced-Excel-Formulas-and-Functions-course-/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Advanced Excel Formulas and Functions Workshop from 13 Sep 2021 for 5 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/3098/Public-Sector-Management-course/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Public Sector Management Workshop from 13 Sep 2021 for 10 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/509/Electronic-Document-&-Records-Management-course/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Electronic Document & Records Management Workshop from 13 Sep 2021 for 5 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/1091/Project-Monitoring-and-Evaluation-with-Data-Management-and-Analysis-course/Monitoring-and-Evaluation/4561" rel="noopener noreferrer" target="_blank">Project Monitoring and Evaluation with Data Management and Analysis Workshops from Sep 20 ,2021, for 10 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/1971/Remote-Sensing-and-GIS-for-Public-Health-and-Epidemiology-Course/GIS/4561" rel="noopener noreferrer" target="_blank">Remote Sensing and GIS for Public Health and Epidemiology Workshop from 20 Sep 2021 for 10 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/685/GIS-for-Monitoring-and-Evaluation-Course/GIS/4561" rel="noopener noreferrer" target="_blank">GIS for Monitoring and Evaluation Workshop from 20 Sep 2021 for 5 Days</a></li></ul><div data-empty="true"><br /></div><ul><li><a href="https://fdc-k.org/trainings/2706/Strategic-Communication-Training-For--Managers-And-Executives-Program-Course/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Strategic Communication Training For Managers And Executives Program Workshop from 20 Sep 2021 for 10 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/2966/GIS-Data-Collection-Analysis-Visualization-and-Mapping-Course/GIS/4561" rel="noopener noreferrer" target="_blank">GIS Data Collection, Analysis, Visualization and Mapping Workshop from 20 Sep 2021 for 10 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/531/Monitoring-and-Evaluation-for-Governance-course/Monitoring-and-Evaluation/4561" rel="noopener noreferrer" target="_blank">Monitoring and Evaluation for Governance Workshop from 27 Sep 2021 for 10 Days</a></li></ul><div data-empty="true"><br /></div><ul type="disc"><li><a href="https://fdc-k.org/trainings/2345/Office-ICT-Basic-Skills-Training-Course/Mobile-Technology/4561" rel="noopener noreferrer" target="_blank">Office ICT Basic Skills Training Workshop from 27 Sep 2021 for 10 Days</a></li></ul><br /><ul><li><a href="https://fdc-k.org/trainings/2312/Research-Design-ODK-Mobile-Data-Collection-GIS-Mapping-Data-Analysis-using-NVIVO-and-SPSS-Course/Research-and-Data-Analysis/4561" rel="noopener noreferrer" target="_blank">Research Design, ODK Mobile Data Collection, GIS Mapping, Data Analysis using NVIVO and SPSS Workshop 27 Sep 2021 for 10 Days</a><br /><br /></li><li><a href="https://fdc-k.org/trainings/1086/Grant-Management-using-Sun-Accounting-System-Course/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Grant management using Sun accounting system Workshop from 27 Sep 2021 for 10 Days</a></li></ul><br /><a href="https://fdc-k.org/trainings/1086/Grant-Management-using-Sun-Accounting-System-Course/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank"></a><ul><li><a href="https://fdc-k.org/trainings/491/Transformational-Leadership-and-Governance-Course/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Transformational Leadership and Governance Workshop from 27 Sep 2021 for 10 Days</a></li></ul><br /><br /><br /><ul><li><a href="https://fdc-k.org/trainings/2710/Inventory-Control-And-Warehouse-Management-Course/Business-and-Governance/4561" rel="noopener noreferrer" target="_blank">Inventory Control And Warehouse Management Workshop from 27 Sep 2021 for 5 Days</a></li></ul><div data-empty="true"><br /></div>FDC Result Based skills Development,<br />Regards,<br />FDC Training Team,<br /><a href="https://drive.google.com/file/d/1t0YT9wvR8jKK991_VA-A4_DEm8DfcTuw/view?usp=sharing" rel="noopener noreferrer" target="_blank">Get Our Calendar </a></span></span></span></div>
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