SlideShare a Scribd company logo

Designing Usage Dashboards for mHealth Program Monitoring

•
•
Amanda Makulec
Amanda Makulec

Presentation from the MERL Tech Panel on "Dashboards: Force for Good, Great, or Greater Confusion?" focused on the unique challenges of developing a dashboard of usage data from a mobile application.

Data & Analytics
1 of 22
Download to read offline
• • •
Start with the data you’ve collected.
Designing Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program Monitoring

Recommended

Chart Makeover: A Women's Nutrition Bar Chart
Chart Makeover: A Women's Nutrition Bar ChartChart Makeover: A Women's Nutrition Bar Chart
Chart Makeover: A Women's Nutrition Bar ChartAmanda Makulec
 
Design for Delight
Design for DelightDesign for Delight
Design for DelightAmanda Makulec
 
Data Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopData Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopAmanda Makulec
 
Identifying Your Audience
Identifying Your AudienceIdentifying Your Audience
Identifying Your AudienceAmanda Makulec
 
Storyboarding for Data Visualization
Storyboarding for Data VisualizationStoryboarding for Data Visualization
Storyboarding for Data VisualizationAmanda Makulec
 
Making Data Meaningful
Making Data MeaningfulMaking Data Meaningful
Making Data MeaningfulAmanda Makulec
 
A Pixar Twist on Presenting Data
A Pixar Twist on Presenting DataA Pixar Twist on Presenting Data
A Pixar Twist on Presenting DataAmanda Makulec
 
Designing Data Visualizations to Strengthen Health Systems
Designing Data Visualizations to Strengthen Health SystemsDesigning Data Visualizations to Strengthen Health Systems
Designing Data Visualizations to Strengthen Health SystemsAmanda Makulec
 

Recommended

Chart Makeover: A Women's Nutrition Bar Chart
Chart Makeover: A Women's Nutrition Bar ChartChart Makeover: A Women's Nutrition Bar Chart
Chart Makeover: A Women's Nutrition Bar ChartAmanda Makulec
 
Design for Delight
Design for DelightDesign for Delight
Design for DelightAmanda Makulec
 
Data Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopData Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopAmanda Makulec
 
Identifying Your Audience
Identifying Your AudienceIdentifying Your Audience
Identifying Your AudienceAmanda Makulec
 
Storyboarding for Data Visualization
Storyboarding for Data VisualizationStoryboarding for Data Visualization
Storyboarding for Data VisualizationAmanda Makulec
 
Making Data Meaningful
Making Data MeaningfulMaking Data Meaningful
Making Data MeaningfulAmanda Makulec
 
A Pixar Twist on Presenting Data
A Pixar Twist on Presenting DataA Pixar Twist on Presenting Data
A Pixar Twist on Presenting DataAmanda Makulec
 
Designing Data Visualizations to Strengthen Health Systems
Designing Data Visualizations to Strengthen Health SystemsDesigning Data Visualizations to Strengthen Health Systems
Designing Data Visualizations to Strengthen Health SystemsAmanda Makulec
 
Adapting Agile for MERL
Adapting Agile for MERLAdapting Agile for MERL
Adapting Agile for MERLAmanda Makulec
 
Why No One is Using your Dashboard
Why No One is Using your DashboardWhy No One is Using your Dashboard
Why No One is Using your DashboardAmanda Makulec
 
Developing Dashboards with User-Centered Design
Developing Dashboards with User-Centered DesignDeveloping Dashboards with User-Centered Design
Developing Dashboards with User-Centered DesignAmanda Makulec
 
The Simpsons, Design, and Data Use
The Simpsons, Design, and Data UseThe Simpsons, Design, and Data Use
The Simpsons, Design, and Data UseAmanda Makulec
 
Visualizations with Empathy
Visualizations with EmpathyVisualizations with Empathy
Visualizations with EmpathyAmanda Makulec
 
Nurturing Data Visualization
Nurturing Data VisualizationNurturing Data Visualization
Nurturing Data VisualizationAmanda Makulec
 
Visualizations with Empathy: Developing Audience Personas
Visualizations with Empathy: Developing Audience PersonasVisualizations with Empathy: Developing Audience Personas
Visualizations with Empathy: Developing Audience PersonasAmanda Makulec
 
Are Dashboards the Magic Bullet?
Are Dashboards the Magic Bullet?Are Dashboards the Magic Bullet?
Are Dashboards the Magic Bullet?Amanda Makulec
 
Designstorm How-to: Dot Plots
Designstorm How-to: Dot PlotsDesignstorm How-to: Dot Plots
Designstorm How-to: Dot PlotsAmanda Makulec
 
Data Dinner Parties
Data Dinner PartiesData Dinner Parties
Data Dinner PartiesAmanda Makulec
 
The Human Element
The Human ElementThe Human Element
The Human ElementAmanda Makulec
 
A Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your VisualizationsA Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your VisualizationsAmanda Makulec
 
Alternative Reporting Formats
Alternative Reporting FormatsAlternative Reporting Formats
Alternative Reporting FormatsAmanda Makulec
 
Introduction to Infographic Design
Introduction to Infographic DesignIntroduction to Infographic Design
Introduction to Infographic DesignAmanda Makulec
 
Creating Functional Art in Excel
Creating Functional Art in ExcelCreating Functional Art in Excel
Creating Functional Art in ExcelAmanda Makulec
 
Data Visualization Resource Guide (September 2014)
Data Visualization Resource Guide (September 2014)Data Visualization Resource Guide (September 2014)
Data Visualization Resource Guide (September 2014)Amanda Makulec
 
August Designstorm: Alternative Reporting Formats
August Designstorm: Alternative Reporting FormatsAugust Designstorm: Alternative Reporting Formats
August Designstorm: Alternative Reporting FormatsAmanda Makulec
 
Data+Design
Data+DesignData+Design
Data+DesignAmanda Makulec
 
June Design-storm : Piktochart
June Design-storm : PiktochartJune Design-storm : Piktochart
June Design-storm : PiktochartAmanda Makulec
 
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014Amanda Makulec
 
Real-Time AI Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max PrincetonReal-Time AI Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max PrincetonTimothy Spann
 
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPTPredictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPTBoston Institute of Analytics
 

More Related Content

More from Amanda Makulec

Adapting Agile for MERL
Adapting Agile for MERLAdapting Agile for MERL
Adapting Agile for MERLAmanda Makulec
 
Why No One is Using your Dashboard
Why No One is Using your DashboardWhy No One is Using your Dashboard
Why No One is Using your DashboardAmanda Makulec
 
Developing Dashboards with User-Centered Design
Developing Dashboards with User-Centered DesignDeveloping Dashboards with User-Centered Design
Developing Dashboards with User-Centered DesignAmanda Makulec
 
The Simpsons, Design, and Data Use
The Simpsons, Design, and Data UseThe Simpsons, Design, and Data Use
The Simpsons, Design, and Data UseAmanda Makulec
 
Visualizations with Empathy
Visualizations with EmpathyVisualizations with Empathy
Visualizations with EmpathyAmanda Makulec
 
Nurturing Data Visualization
Nurturing Data VisualizationNurturing Data Visualization
Nurturing Data VisualizationAmanda Makulec
 
Visualizations with Empathy: Developing Audience Personas
Visualizations with Empathy: Developing Audience PersonasVisualizations with Empathy: Developing Audience Personas
Visualizations with Empathy: Developing Audience PersonasAmanda Makulec
 
Are Dashboards the Magic Bullet?
Are Dashboards the Magic Bullet?Are Dashboards the Magic Bullet?
Are Dashboards the Magic Bullet?Amanda Makulec
 
Designstorm How-to: Dot Plots
Designstorm How-to: Dot PlotsDesignstorm How-to: Dot Plots
Designstorm How-to: Dot PlotsAmanda Makulec
 
A Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your VisualizationsA Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your VisualizationsAmanda Makulec
 
Alternative Reporting Formats
Alternative Reporting FormatsAlternative Reporting Formats
Alternative Reporting FormatsAmanda Makulec
 
Introduction to Infographic Design
Introduction to Infographic DesignIntroduction to Infographic Design
Introduction to Infographic DesignAmanda Makulec
 
Creating Functional Art in Excel
Creating Functional Art in ExcelCreating Functional Art in Excel
Creating Functional Art in ExcelAmanda Makulec
 
Data Visualization Resource Guide (September 2014)
Data Visualization Resource Guide (September 2014)Data Visualization Resource Guide (September 2014)
Data Visualization Resource Guide (September 2014)Amanda Makulec
 
August Designstorm: Alternative Reporting Formats
August Designstorm: Alternative Reporting FormatsAugust Designstorm: Alternative Reporting Formats
August Designstorm: Alternative Reporting FormatsAmanda Makulec
 
June Design-storm : Piktochart
June Design-storm : PiktochartJune Design-storm : Piktochart
June Design-storm : PiktochartAmanda Makulec
 
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014Amanda Makulec
 

More from Amanda Makulec (20)

Adapting Agile for MERL
Adapting Agile for MERLAdapting Agile for MERL
Adapting Agile for MERL
 
Why No One is Using your Dashboard
Why No One is Using your DashboardWhy No One is Using your Dashboard
Why No One is Using your Dashboard
 
Developing Dashboards with User-Centered Design
Developing Dashboards with User-Centered DesignDeveloping Dashboards with User-Centered Design
Developing Dashboards with User-Centered Design
 
The Simpsons, Design, and Data Use
The Simpsons, Design, and Data UseThe Simpsons, Design, and Data Use
The Simpsons, Design, and Data Use
 
Visualizations with Empathy
Visualizations with EmpathyVisualizations with Empathy
Visualizations with Empathy
 
Nurturing Data Visualization
Nurturing Data VisualizationNurturing Data Visualization
Nurturing Data Visualization
 
Visualizations with Empathy: Developing Audience Personas
Visualizations with Empathy: Developing Audience PersonasVisualizations with Empathy: Developing Audience Personas
Visualizations with Empathy: Developing Audience Personas
 
Are Dashboards the Magic Bullet?
Are Dashboards the Magic Bullet?Are Dashboards the Magic Bullet?
Are Dashboards the Magic Bullet?
 
Designstorm How-to: Dot Plots
Designstorm How-to: Dot PlotsDesignstorm How-to: Dot Plots
Designstorm How-to: Dot Plots
 
Data Dinner Parties
Data Dinner PartiesData Dinner Parties
Data Dinner Parties
 
The Human Element
The Human ElementThe Human Element
The Human Element
 
A Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your VisualizationsA Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your Visualizations
 
Alternative Reporting Formats
Alternative Reporting FormatsAlternative Reporting Formats
Alternative Reporting Formats
 
Introduction to Infographic Design
Introduction to Infographic DesignIntroduction to Infographic Design
Introduction to Infographic Design
 
Creating Functional Art in Excel
Creating Functional Art in ExcelCreating Functional Art in Excel
Creating Functional Art in Excel
 
Data Visualization Resource Guide (September 2014)
Data Visualization Resource Guide (September 2014)Data Visualization Resource Guide (September 2014)
Data Visualization Resource Guide (September 2014)
 
August Designstorm: Alternative Reporting Formats
August Designstorm: Alternative Reporting FormatsAugust Designstorm: Alternative Reporting Formats
August Designstorm: Alternative Reporting Formats
 
Data+Design
Data+DesignData+Design
Data+Design
 
June Design-storm : Piktochart
June Design-storm : PiktochartJune Design-storm : Piktochart
June Design-storm : Piktochart
 
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
 

Recently uploaded

Real-Time AI Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max PrincetonReal-Time AI Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max PrincetonTimothy Spann
 
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPTPredictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPTBoston Institute of Analytics
 
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesConf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesTimothy Spann
 
Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Cathrine Wilhelmsen
 
Networking Case Study prepared by teacher.pptx
Networking Case Study prepared by teacher.pptxNetworking Case Study prepared by teacher.pptx
Networking Case Study prepared by teacher.pptxHimangsuNath
 
SMOTE and K-Fold Cross Validation-Presentation.pptx
SMOTE and K-Fold Cross Validation-Presentation.pptxSMOTE and K-Fold Cross Validation-Presentation.pptx
SMOTE and K-Fold Cross Validation-Presentation.pptxHaritikaChhatwal1
 
What To Do For World Nature Conservation Day by Slidesgo.pptx
What To Do For World Nature Conservation Day by Slidesgo.pptxWhat To Do For World Nature Conservation Day by Slidesgo.pptx
What To Do For World Nature Conservation Day by Slidesgo.pptxSimranPal17
 
Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 217djon017
 
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...Boston Institute of Analytics
 
Advanced Machine Learning for Business Professionals
Advanced Machine Learning for Business ProfessionalsAdvanced Machine Learning for Business Professionals
Advanced Machine Learning for Business ProfessionalsVICTOR MAESTRE RAMIREZ
 
modul pembelajaran robotic Workshop _ by Slidesgo.pptx
modul pembelajaran robotic Workshop _ by Slidesgo.pptxmodul pembelajaran robotic Workshop _ by Slidesgo.pptx
modul pembelajaran robotic Workshop _ by Slidesgo.pptxaleedritatuxx
 
convolutional neural network and its applications.pdf
convolutional neural network and its applications.pdfconvolutional neural network and its applications.pdf
convolutional neural network and its applications.pdfSubhamKumar3239
 
Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Seán Kennedy
 
Defining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryDefining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryJeremy Anderson
 
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdfEnglish-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdfblazblazml
 
Bank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis ProjectBank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis ProjectBoston Institute of Analytics
 
wepik-insightful-infographics-a-data-visualization-overview-20240401133220kwr...
wepik-insightful-infographics-a-data-visualization-overview-20240401133220kwr...wepik-insightful-infographics-a-data-visualization-overview-20240401133220kwr...
wepik-insightful-infographics-a-data-visualization-overview-20240401133220kwr...KarteekMane1
 
INTRODUCTION TO Natural language processing
INTRODUCTION TO Natural language processingINTRODUCTION TO Natural language processing
INTRODUCTION TO Natural language processingsocarem879
 

Recently uploaded (20)

Real-Time AI Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max PrincetonReal-Time AI Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max Princeton
 
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPTPredictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
 
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesConf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
 
Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)
 
Networking Case Study prepared by teacher.pptx
Networking Case Study prepared by teacher.pptxNetworking Case Study prepared by teacher.pptx
Networking Case Study prepared by teacher.pptx
 
SMOTE and K-Fold Cross Validation-Presentation.pptx
SMOTE and K-Fold Cross Validation-Presentation.pptxSMOTE and K-Fold Cross Validation-Presentation.pptx
SMOTE and K-Fold Cross Validation-Presentation.pptx
 
What To Do For World Nature Conservation Day by Slidesgo.pptx
What To Do For World Nature Conservation Day by Slidesgo.pptxWhat To Do For World Nature Conservation Day by Slidesgo.pptx
What To Do For World Nature Conservation Day by Slidesgo.pptx
 
Insurance Churn Prediction Data Analysis Project
Insurance Churn Prediction Data Analysis ProjectInsurance Churn Prediction Data Analysis Project
Insurance Churn Prediction Data Analysis Project
 
Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2
 
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
 
Advanced Machine Learning for Business Professionals
Advanced Machine Learning for Business ProfessionalsAdvanced Machine Learning for Business Professionals
Advanced Machine Learning for Business Professionals
 
modul pembelajaran robotic Workshop _ by Slidesgo.pptx
modul pembelajaran robotic Workshop _ by Slidesgo.pptxmodul pembelajaran robotic Workshop _ by Slidesgo.pptx
modul pembelajaran robotic Workshop _ by Slidesgo.pptx
 
convolutional neural network and its applications.pdf
convolutional neural network and its applications.pdfconvolutional neural network and its applications.pdf
convolutional neural network and its applications.pdf
 
Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...
 
Defining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryDefining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data Story
 
Data Analysis Project: Stroke Prediction
Data Analysis Project: Stroke PredictionData Analysis Project: Stroke Prediction
Data Analysis Project: Stroke Prediction
 
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdfEnglish-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
 
Bank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis ProjectBank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis Project
 
wepik-insightful-infographics-a-data-visualization-overview-20240401133220kwr...
wepik-insightful-infographics-a-data-visualization-overview-20240401133220kwr...wepik-insightful-infographics-a-data-visualization-overview-20240401133220kwr...
wepik-insightful-infographics-a-data-visualization-overview-20240401133220kwr...
 
INTRODUCTION TO Natural language processing
INTRODUCTION TO Natural language processingINTRODUCTION TO Natural language processing
INTRODUCTION TO Natural language processing
 

Designing Usage Dashboards for mHealth Program Monitoring