SlideShare a Scribd company logo
1 of 37
Download to read offline
Tara Nutley
MEASURE Evaluation | Palladium
Amanda Makulec
Advancing Partners & Communities |
JSI Research &Training Institute Inc.
Colleen McLaughlin
BroadReach Healthcare
MERLTech October 3,2016
Are Dashboards the Magic Bullet
for Quicker,More Inclusive
Data-informed Decision Making?
Tara Nutley
MEASURE Evaluation – Palladium
Amanda Makulec
Advancing Partners & Communities – JSI
Colleen McLaughlin
BroadReach Healthcare
Who we are…
How are data visualization tools
being used to improve the use of
data in HIV programs?
What impact do they have on
decision making?
What are key elements of success?
Contacted 45 people
from 17 PEPFAR
implementing partners
16 data viz
case examples
5 cited
specific data
use examples
Namibia
South Africa
Zambia
Tanzania
Four
case
examples
Collaborate with the end user to ID question(s)
Use proxy indicators when data are not available
Train on how to interpret the visualizations
Standardize data sources
Ensure data quality
Consider sustainability during development
Collaborate
with end
user
Proxy
Indicators
Analysis
Training
Standardize
data
sources
Ensure data
quality
Consider
sustainability
S i x C o m m o n B e s t P r a c t i c e s
MEASURE Evaluation is funded by the U.S.Agency for
International Development (USAID) under terms of
Cooperative Agreement AID-OAA-L-14-00004 and
implemented by the Carolina Population Center, University
of North Carolina at Chapel Hill in partnership with ICF
International, John Snow, Inc., Management Sciences for
Health, Palladium Group, andTulane University.The views
expressed in this presentation do not necessarily reflect the
views of USAID or the United States government.
www.measureevaluation.org
Colleen McLaughlin
BroadReach Healthcare
©BROADREACH 2016 10
BroadReach Vantage: Using Data and
Analytics to Drive Decision Making
Colleen McLaughlin, Director Client Delivery
cmclaughlin@brhc.com
www.brhc.com
www.broadreachcorporation.com
October 3, 2016
©BROADREACH 2016 11
Case #1: Ministry of Health Executive Running a
District Health Program
Key Questions for Role:
• What is our overall performance for each of the health
priority areas?
• Upon which clinics and hospitals should we be focusing
our efforts to improve District health performance?
• How do I manage all the DOH reporting requirements?
• What are the key socioeconomic issues for my District’s
catchment population?
• Are there issues that may arise in the next 3-12 months that
will impact our performance and work?
• What is our strategy and operations plan for next year?
Where should we invest our resources and how much?
Dr. Patel
Health Systems
Strengthening Manager
Uthungulu District
KwaZulu Natal
Department of Health
Before BroadReach Analytics:
• Unable to lead and manage department effectively, hold staff
accountable for performance due to lack of actionable
information
• Ineffective resource allocation and outcomes;
• Inefficient paper based reporting system which did not allow
easy assimilation and aggregation of data across
departments, teams, and health facilities
©BROADREACH 2016 12
The performance module provides Dr. Patel with an
overview of district performance across key indicators
User navigates to the
Performance Module
under the modules tab.
©BROADREACH 2016 13
He is able to quickly identify areas where
performance is below target
This view gives an
overview of the district’s
performance with regards
to various indicators
The percentage of adults
with viral loads done at 12
months (70.1%), is below
the 90% target.
©BROADREACH 2016 14
Dr. Patel can then drill down to a cascade view to
determine where within the three 90’s he should focus
This view is an indication of
where the user needs to focus
in terms of the three 90s, being
testing, initiation and retention.
Viral Loads Done represent the
largest gap to target.
©BROADREACH 2016 15
Dr. Patel can then identify the specific facilities
having the greatest negative impact on performance
A 12.8% increase in
performance if the
top 10 facilities with
the largest negative
impact reach target.
This view gives insight
into the impact of an
intervention on the HIV
program.
©BROADREACH 2016 16
He can assess where to prioritize resources and
interventions to driven the greatest value
This view gives insight
into the impact of an
intervention on the HIV
program.
Only a 4.9%
increase in
performance if the
next 20 facilities with
the largest negative
impact reach target.
©BROADREACH 2016 17
Finally Dr. Patel can predict the result of no
intervention being implemented
The trend for retention in care
is predicted to decrease to 65-
70% if no intervention is
implemented.
This view provides a
forecasted view of the
district’s performance.
©BROADREACH 2016 18
Data visualization provides insights to drive decision
making and ultimately improve health outcomes
• Determine priority interventions.
• Determine where such interventions needed
to be focused, and therefore drive potential
improvements of:
• % of adults with VLD at 12 months by
12.8%,
• % of adults on ART at 12 months to
70-75%
As a result, Dr. Patel was
able to:
The visualization of data leads to insights that allow for actions and the
prioritization of resources, which ultimately improves the health and
wellbeing of underserved populations.
• Identify poor performing indicators.
• Identify poor performing facilities
• Understand the trend for the district’s
performance in the absence of an
intervention.
With the Vantage platform,
Dr. Patel was able to:
©BROADREACH 2016 19
Practical Results: Dramatic Improvements in Viral Load
Completion Rate Seen in Ugu District, KZN South Africa
“Utilizing BroadReach Vantage, we have effectively prioritized resources,
identifying the facilities with the greatest negative impact on overall district
performance. Optimization of resources together with focused interventions
have resulted in significant improvements in viral load completion rates
for ART patients at a clinical level, from 32% to 92% in one year.”
— Kgomotso Nyandwi, BroadReach Nurse
Ensure data
quality
Analysis
Training
Collaborate
with end
user
C a s e E x a m p l e B e s t P r a c t i c e s
BroadReachVantage
Additions from our experience:
• Keep it simple
• Dashboards are the first piece of the puzzle
Amanda Makulec
Advancing Partners & Communities – JSI
The Story of a
Community
Scorecard
Dashboard
Zimbabwe
It all started with a
simple data placemat.
Note: Names of district and
clinics have been
anonymized for privacy
The partners were
interested in having the
data in a simple, routine
visual format.
So our APC team coached
the local M&E Officer to
build a simple pivot table
dashboard.
We recorded simple, step-
by-step custom videos
accessed in Zimbabwe
through a shared Dropbox.
Note: Names of health centers on
the slicer are covered for data
privacy. Slicer is designed as a filter
for users to select the Health
Centre of interest and view trends
in the selected indicators.
The final product was simple, but
very effective at showing quick
snapshots of trends to identify
success stories and challenges.
So what?
Challenges identified
Actions taken
Expanding use
Advocacy Issue Raised
from Score Card
Actions Taken by the DHE
Shortage of STI drugs
Shortage of Infant ART
drugs
The DHE immediately phoned the respective nurse in Charge of the Clinics to send requests for
the drugs. The District Pharmacist was also tasked immediately to teach the respective nurse in
charge on how they should order the drugs on time.
The community / artisanal
miners were claiming
shortage of STIs drugs
The DHE responded by highlighting that the drugs were not in short supply but rather the problem
was defaulting patients which ended in them wanting second line STI drugs that were not available
at local clinic. The DHE agreed with CECHLA team to jointly carry out drugs/treatment literacy
interventions in areas served by this clinic.
One of the clinics was not
receiving RBF monies
Due to note receiving the funds, the clinic struggled to procure drugs in a timely manner. The
issues was presented to DHEs and RBF agents. The engagement resulted in Clinic receiving its first
RBF disbursement.
User fees very
unaffordable
Shortage of STI drugs
DHE promised to improve supply of drugs and also to reduce user fees in cases where the patients
are prescribed drugs when the clinic is out of supply.
Negative attitudes of
Health staff towards sex
workers
The nurse in charge at the local clinic and the HCC met and there is now positive/ improved
relationship between sex workers and health staff at the clinic.
“When people look at the trends, they
start to ask questions.”
– CECHLA M&E Officer
Collaborate
with end
user
Analysis
Training
Consider
sustainability
C a s e E x a m p l e B e s t P r a c t i c e s
Zimbabwe Community Scorecard Dashboard
Additions from our experience:
• Pick the right tool for the job
• Capacity building is critical
Collaborate
with end
user
Proxy
Indicators
Analysis
Training
Standardize
data sources
Ensure data
quality
Consider
sustainability
C a s e E x a m p l e
B e s t P r a c t i c e s
WhatWe Share
Additions from our experience:
• Keep it simple
• Dashboards are the first piece of
the puzzle
• Pick the right tool for the job
• Capacity building is critical
Sharing ideas
& insights
Tara Nutley
MEASURE Evaluation – Palladium
tara.nutley@thepalladiumgroup.com
Amanda Makulec
Advancing Partners & Communities – JSI
amanda_makulec@jsi.com
Colleen McLaughlin
BroadReach Healthcare
cmclaughlin@brhc.com
Follow
@MEASURE_Eval
@APC_Project
@BroadReachinfo

More Related Content

What's hot

Visualizing Healthcare Data: Information Design Best Practices (eHealth 2012 ...
Visualizing Healthcare Data: Information Design Best Practices (eHealth 2012 ...Visualizing Healthcare Data: Information Design Best Practices (eHealth 2012 ...
Visualizing Healthcare Data: Information Design Best Practices (eHealth 2012 ...Stefan Popowycz
 
INFOGRAPHIC: Making #BigData Work
INFOGRAPHIC: Making #BigData WorkINFOGRAPHIC: Making #BigData Work
INFOGRAPHIC: Making #BigData WorkCapgemini
 
940 sponsor gazdak_using our laptop
940 sponsor gazdak_using our laptop940 sponsor gazdak_using our laptop
940 sponsor gazdak_using our laptopRising Media, Inc.
 
Types of infographics
Types of infographicsTypes of infographics
Types of infographicskrs1010
 
Data Science Use cases in Banking
Data Science Use cases in BankingData Science Use cases in Banking
Data Science Use cases in BankingArul Bharathi
 
Advanced analytics
Advanced analyticsAdvanced analytics
Advanced analyticsShankar R
 
Lunch & Learn: Information Design and Healthcare Data (UHN Human Factors)
Lunch & Learn: Information Design and Healthcare Data (UHN Human Factors)Lunch & Learn: Information Design and Healthcare Data (UHN Human Factors)
Lunch & Learn: Information Design and Healthcare Data (UHN Human Factors)Stefan Popowycz
 
Transform your Analytics Practice into Insights Practice
Transform your Analytics Practice into Insights PracticeTransform your Analytics Practice into Insights Practice
Transform your Analytics Practice into Insights PracticeRamkumar Ravichandran
 
How Big Data identifies early indicators of Mental Stress
How Big Data identifies early indicators of Mental StressHow Big Data identifies early indicators of Mental Stress
How Big Data identifies early indicators of Mental StressCoert Du Plessis (杜康)
 
Valuing the data asset
Valuing the data assetValuing the data asset
Valuing the data assetBala Iyer
 
CIL 2011 Performance Measures: Illustrating Value to Your Community for web
CIL 2011 Performance Measures: Illustrating Value to Your Community for webCIL 2011 Performance Measures: Illustrating Value to Your Community for web
CIL 2011 Performance Measures: Illustrating Value to Your Community for webRebecca Jones
 
Robert Brooks, PwC
Robert Brooks, PwCRobert Brooks, PwC
Robert Brooks, PwCCSSaunders
 
State and Trends of the Analytics Market by Jose Fernandez
State and Trends of the Analytics Market by Jose FernandezState and Trends of the Analytics Market by Jose Fernandez
State and Trends of the Analytics Market by Jose FernandezJose Pablo Fernandez
 
ADV: Solving the data visualization dilemma
ADV: Solving the data visualization dilemmaADV: Solving the data visualization dilemma
ADV: Solving the data visualization dilemmaGrant Thornton LLP
 

What's hot (20)

Analytics 101
Analytics 101Analytics 101
Analytics 101
 
Elsevier
ElsevierElsevier
Elsevier
 
Visualizing Healthcare Data: Information Design Best Practices (eHealth 2012 ...
Visualizing Healthcare Data: Information Design Best Practices (eHealth 2012 ...Visualizing Healthcare Data: Information Design Best Practices (eHealth 2012 ...
Visualizing Healthcare Data: Information Design Best Practices (eHealth 2012 ...
 
INFOGRAPHIC: Making #BigData Work
INFOGRAPHIC: Making #BigData WorkINFOGRAPHIC: Making #BigData Work
INFOGRAPHIC: Making #BigData Work
 
940 sponsor gazdak_using our laptop
940 sponsor gazdak_using our laptop940 sponsor gazdak_using our laptop
940 sponsor gazdak_using our laptop
 
Types of infographics
Types of infographicsTypes of infographics
Types of infographics
 
Data Science Use cases in Banking
Data Science Use cases in BankingData Science Use cases in Banking
Data Science Use cases in Banking
 
Advanced analytics
Advanced analyticsAdvanced analytics
Advanced analytics
 
Lunch & Learn: Information Design and Healthcare Data (UHN Human Factors)
Lunch & Learn: Information Design and Healthcare Data (UHN Human Factors)Lunch & Learn: Information Design and Healthcare Data (UHN Human Factors)
Lunch & Learn: Information Design and Healthcare Data (UHN Human Factors)
 
Transform your Analytics Practice into Insights Practice
Transform your Analytics Practice into Insights PracticeTransform your Analytics Practice into Insights Practice
Transform your Analytics Practice into Insights Practice
 
Moving Big Data to Big Value
Moving Big Data to Big ValueMoving Big Data to Big Value
Moving Big Data to Big Value
 
Talent Analytics
Talent AnalyticsTalent Analytics
Talent Analytics
 
Business Analytics Overview
Business Analytics OverviewBusiness Analytics Overview
Business Analytics Overview
 
How Big Data identifies early indicators of Mental Stress
How Big Data identifies early indicators of Mental StressHow Big Data identifies early indicators of Mental Stress
How Big Data identifies early indicators of Mental Stress
 
Valuing the data asset
Valuing the data assetValuing the data asset
Valuing the data asset
 
Introduction to Business Anlytics and Strategic Landscape
Introduction to Business Anlytics and Strategic LandscapeIntroduction to Business Anlytics and Strategic Landscape
Introduction to Business Anlytics and Strategic Landscape
 
CIL 2011 Performance Measures: Illustrating Value to Your Community for web
CIL 2011 Performance Measures: Illustrating Value to Your Community for webCIL 2011 Performance Measures: Illustrating Value to Your Community for web
CIL 2011 Performance Measures: Illustrating Value to Your Community for web
 
Robert Brooks, PwC
Robert Brooks, PwCRobert Brooks, PwC
Robert Brooks, PwC
 
State and Trends of the Analytics Market by Jose Fernandez
State and Trends of the Analytics Market by Jose FernandezState and Trends of the Analytics Market by Jose Fernandez
State and Trends of the Analytics Market by Jose Fernandez
 
ADV: Solving the data visualization dilemma
ADV: Solving the data visualization dilemmaADV: Solving the data visualization dilemma
ADV: Solving the data visualization dilemma
 

Viewers also liked

Creating Functional Art in Excel
Creating Functional Art in ExcelCreating Functional Art in Excel
Creating Functional Art in ExcelAmanda 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
 
The 5 most influential data visualizations of all time
The 5 most influential data visualizations of all timeThe 5 most influential data visualizations of all time
The 5 most influential data visualizations of all timeTableau Software
 
DS Keynote Menu 2017
DS Keynote Menu 2017DS Keynote Menu 2017
DS Keynote Menu 2017Daniel Silke
 
Executive Employment Trends Report Q1 2017
Executive Employment Trends Report Q1 2017Executive Employment Trends Report Q1 2017
Executive Employment Trends Report Q1 2017BPI group
 
Staff Attrition Rates and Staff Turnover Rates 2013
Staff Attrition Rates and Staff Turnover Rates 2013Staff Attrition Rates and Staff Turnover Rates 2013
Staff Attrition Rates and Staff Turnover Rates 2013great-with-talent
 
6 tableau visualization tips to inspire your creative eyes
6 tableau visualization tips to inspire your creative eyes6 tableau visualization tips to inspire your creative eyes
6 tableau visualization tips to inspire your creative eyesGrazitti Interactive
 
Looking Ahead: Workforce Trends for 2017
Looking Ahead: Workforce Trends for 2017Looking Ahead: Workforce Trends for 2017
Looking Ahead: Workforce Trends for 2017Alexandra Tran
 
Wikipedia Primary School - Report 2016 South Africa
Wikipedia Primary School - Report 2016 South AfricaWikipedia Primary School - Report 2016 South Africa
Wikipedia Primary School - Report 2016 South AfricaIolanda Pensa
 
Top 5 Labor and Employment Law Trends for 2017
Top 5 Labor and Employment Law Trends for 2017Top 5 Labor and Employment Law Trends for 2017
Top 5 Labor and Employment Law Trends for 2017Snag
 
Leeds university real south africa experience
Leeds university real south africa experienceLeeds university real south africa experience
Leeds university real south africa experiencetwinmelmorgan
 
Strengthening an Organization’s Capacity to Demand and Use Data
Strengthening an Organization’s Capacity to Demand and Use DataStrengthening an Organization’s Capacity to Demand and Use Data
Strengthening an Organization’s Capacity to Demand and Use DataMEASURE Evaluation
 
Combined Durban Port Committee and Western Area Business Forum
Combined Durban Port Committee and Western Area Business ForumCombined Durban Port Committee and Western Area Business Forum
Combined Durban Port Committee and Western Area Business ForumMarketing Durban Chamber
 
Four ways data is improving healthcare operations
Four ways data is improving healthcare operationsFour ways data is improving healthcare operations
Four ways data is improving healthcare operationsTableau Software
 
South Africa: An Emerging Market Report by Institute of Customer Experienc…
South Africa: An Emerging Market Report by Institute of Customer Experienc…South Africa: An Emerging Market Report by Institute of Customer Experienc…
South Africa: An Emerging Market Report by Institute of Customer Experienc…Institute of Customer Experience
 
The statement of the problem
The statement of the problemThe statement of the problem
The statement of the problemedac4co
 

Viewers also liked (20)

Creating Functional Art in Excel
Creating Functional Art in ExcelCreating Functional Art in Excel
Creating Functional Art in Excel
 
Visualizations with Empathy: Developing Audience Personas
Visualizations with Empathy: Developing Audience PersonasVisualizations with Empathy: Developing Audience Personas
Visualizations with Empathy: Developing Audience Personas
 
The 5 most influential data visualizations of all time
The 5 most influential data visualizations of all timeThe 5 most influential data visualizations of all time
The 5 most influential data visualizations of all time
 
DS Keynote Menu 2017
DS Keynote Menu 2017DS Keynote Menu 2017
DS Keynote Menu 2017
 
Executive Employment Trends Report Q1 2017
Executive Employment Trends Report Q1 2017Executive Employment Trends Report Q1 2017
Executive Employment Trends Report Q1 2017
 
Staff Attrition Rates and Staff Turnover Rates 2013
Staff Attrition Rates and Staff Turnover Rates 2013Staff Attrition Rates and Staff Turnover Rates 2013
Staff Attrition Rates and Staff Turnover Rates 2013
 
IRMSA_Risk_Report_2017_-_Full
IRMSA_Risk_Report_2017_-_FullIRMSA_Risk_Report_2017_-_Full
IRMSA_Risk_Report_2017_-_Full
 
6 tableau visualization tips to inspire your creative eyes
6 tableau visualization tips to inspire your creative eyes6 tableau visualization tips to inspire your creative eyes
6 tableau visualization tips to inspire your creative eyes
 
Looking Ahead: Workforce Trends for 2017
Looking Ahead: Workforce Trends for 2017Looking Ahead: Workforce Trends for 2017
Looking Ahead: Workforce Trends for 2017
 
Wikipedia Primary School - Report 2016 South Africa
Wikipedia Primary School - Report 2016 South AfricaWikipedia Primary School - Report 2016 South Africa
Wikipedia Primary School - Report 2016 South Africa
 
Top 5 Labor and Employment Law Trends for 2017
Top 5 Labor and Employment Law Trends for 2017Top 5 Labor and Employment Law Trends for 2017
Top 5 Labor and Employment Law Trends for 2017
 
Leeds university real south africa experience
Leeds university real south africa experienceLeeds university real south africa experience
Leeds university real south africa experience
 
Strengthening an Organization’s Capacity to Demand and Use Data
Strengthening an Organization’s Capacity to Demand and Use DataStrengthening an Organization’s Capacity to Demand and Use Data
Strengthening an Organization’s Capacity to Demand and Use Data
 
Salary trends for 2017
Salary trends for 2017Salary trends for 2017
Salary trends for 2017
 
Combined Durban Port Committee and Western Area Business Forum
Combined Durban Port Committee and Western Area Business ForumCombined Durban Port Committee and Western Area Business Forum
Combined Durban Port Committee and Western Area Business Forum
 
Four ways data is improving healthcare operations
Four ways data is improving healthcare operationsFour ways data is improving healthcare operations
Four ways data is improving healthcare operations
 
Attrition
AttritionAttrition
Attrition
 
South Africa: An Emerging Market Report by Institute of Customer Experienc…
South Africa: An Emerging Market Report by Institute of Customer Experienc…South Africa: An Emerging Market Report by Institute of Customer Experienc…
South Africa: An Emerging Market Report by Institute of Customer Experienc…
 
Digital in 2017: Southern Africa
Digital in 2017: Southern AfricaDigital in 2017: Southern Africa
Digital in 2017: Southern Africa
 
The statement of the problem
The statement of the problemThe statement of the problem
The statement of the problem
 

Similar to Are Dashboards the Magic Bullet?

Data Quality Assessment Pilot Highlights Focus on Improving HMIS Data Quality...
Data Quality Assessment Pilot Highlights Focus on Improving HMIS Data Quality...Data Quality Assessment Pilot Highlights Focus on Improving HMIS Data Quality...
Data Quality Assessment Pilot Highlights Focus on Improving HMIS Data Quality...HFG Project
 
Annual Results and Impact Evaluation Workshop for RBF - Day Eight - Learning ...
Annual Results and Impact Evaluation Workshop for RBF - Day Eight - Learning ...Annual Results and Impact Evaluation Workshop for RBF - Day Eight - Learning ...
Annual Results and Impact Evaluation Workshop for RBF - Day Eight - Learning ...RBFHealth
 
Divya Nair_Idinsight nutrition deck lbsnaa consultation 08082019
Divya Nair_Idinsight nutrition deck lbsnaa consultation 08082019Divya Nair_Idinsight nutrition deck lbsnaa consultation 08082019
Divya Nair_Idinsight nutrition deck lbsnaa consultation 08082019POSHAN
 
Healthcare quality improvement for meaningful use
Healthcare quality improvement for meaningful useHealthcare quality improvement for meaningful use
Healthcare quality improvement for meaningful useSamantha Haas
 
Pres shap2010 july26_lukanen
Pres shap2010 july26_lukanenPres shap2010 july26_lukanen
Pres shap2010 july26_lukanensoder145
 
Building M&E capacity in community-based HIV programs in Tanzania: From diagn...
Building M&E capacity in community-based HIV programs in Tanzania: From diagn...Building M&E capacity in community-based HIV programs in Tanzania: From diagn...
Building M&E capacity in community-based HIV programs in Tanzania: From diagn...MEASURE Evaluation
 
Washington Group Annual Meeting: Piloting disability disaggregation in routin...
Washington Group Annual Meeting: Piloting disability disaggregation in routin...Washington Group Annual Meeting: Piloting disability disaggregation in routin...
Washington Group Annual Meeting: Piloting disability disaggregation in routin...Sightsavers
 
FINAL-MB-NAVEXGlobal-AHASignatureSeries-BenchmarkingYourHealthcarePolicyManag...
FINAL-MB-NAVEXGlobal-AHASignatureSeries-BenchmarkingYourHealthcarePolicyManag...FINAL-MB-NAVEXGlobal-AHASignatureSeries-BenchmarkingYourHealthcarePolicyManag...
FINAL-MB-NAVEXGlobal-AHASignatureSeries-BenchmarkingYourHealthcarePolicyManag...Mary Bennett
 
Activate implementation 2018
Activate implementation 2018Activate implementation 2018
Activate implementation 2018Dimensions UK
 
My voice summary
My voice summaryMy voice summary
My voice summaryAdrian Hall
 
Shap webinar 1 20 2011 lukanen
Shap webinar 1 20 2011 lukanenShap webinar 1 20 2011 lukanen
Shap webinar 1 20 2011 lukanensoder145
 
Growing Health Analytics Without Hiring new Staff
Growing Health Analytics Without Hiring new StaffGrowing Health Analytics Without Hiring new Staff
Growing Health Analytics Without Hiring new StaffThotWave
 
Capella Data Analysis Quality Improvement Initiative Proposal.docx
Capella Data Analysis Quality Improvement Initiative Proposal.docxCapella Data Analysis Quality Improvement Initiative Proposal.docx
Capella Data Analysis Quality Improvement Initiative Proposal.docxstirlingvwriters
 
The Basics of Monitoring, Evaluation and Supervision of Health Services in Nepal
The Basics of Monitoring, Evaluation and Supervision of Health Services in NepalThe Basics of Monitoring, Evaluation and Supervision of Health Services in Nepal
The Basics of Monitoring, Evaluation and Supervision of Health Services in NepalDeepak Karki
 
How to Improve Healthcare Reporting Management System.pptx
How to Improve Healthcare Reporting Management System.pptxHow to Improve Healthcare Reporting Management System.pptx
How to Improve Healthcare Reporting Management System.pptxFlutter Agency
 
Tracey Gyateng: The NPC Data Lab, 30 June 2014
Tracey Gyateng: The NPC Data Lab, 30 June 2014Tracey Gyateng: The NPC Data Lab, 30 June 2014
Tracey Gyateng: The NPC Data Lab, 30 June 2014Nuffield Trust
 
Data Analysis and Quality Improvement Initiative Proposal .docx
Data Analysis and Quality Improvement Initiative Proposal .docxData Analysis and Quality Improvement Initiative Proposal .docx
Data Analysis and Quality Improvement Initiative Proposal .docxwhittemorelucilla
 
Technology-enabled Platform for Proactive Regular Senior-Centric Health Asses...
Technology-enabled Platform for Proactive Regular Senior-Centric Health Asses...Technology-enabled Platform for Proactive Regular Senior-Centric Health Asses...
Technology-enabled Platform for Proactive Regular Senior-Centric Health Asses...DataNB
 
Improving Clinical Outcomes through Technology
Improving Clinical Outcomes through TechnologyImproving Clinical Outcomes through Technology
Improving Clinical Outcomes through TechnologySocial Media Today
 

Similar to Are Dashboards the Magic Bullet? (20)

Data Quality Assessment Pilot Highlights Focus on Improving HMIS Data Quality...
Data Quality Assessment Pilot Highlights Focus on Improving HMIS Data Quality...Data Quality Assessment Pilot Highlights Focus on Improving HMIS Data Quality...
Data Quality Assessment Pilot Highlights Focus on Improving HMIS Data Quality...
 
Annual Results and Impact Evaluation Workshop for RBF - Day Eight - Learning ...
Annual Results and Impact Evaluation Workshop for RBF - Day Eight - Learning ...Annual Results and Impact Evaluation Workshop for RBF - Day Eight - Learning ...
Annual Results and Impact Evaluation Workshop for RBF - Day Eight - Learning ...
 
Divya Nair_Idinsight nutrition deck lbsnaa consultation 08082019
Divya Nair_Idinsight nutrition deck lbsnaa consultation 08082019Divya Nair_Idinsight nutrition deck lbsnaa consultation 08082019
Divya Nair_Idinsight nutrition deck lbsnaa consultation 08082019
 
Healthcare quality improvement for meaningful use
Healthcare quality improvement for meaningful useHealthcare quality improvement for meaningful use
Healthcare quality improvement for meaningful use
 
CKX: Social Impact Measurement Around the Globe
CKX: Social Impact Measurement Around the Globe CKX: Social Impact Measurement Around the Globe
CKX: Social Impact Measurement Around the Globe
 
Pres shap2010 july26_lukanen
Pres shap2010 july26_lukanenPres shap2010 july26_lukanen
Pres shap2010 july26_lukanen
 
Building M&E capacity in community-based HIV programs in Tanzania: From diagn...
Building M&E capacity in community-based HIV programs in Tanzania: From diagn...Building M&E capacity in community-based HIV programs in Tanzania: From diagn...
Building M&E capacity in community-based HIV programs in Tanzania: From diagn...
 
Washington Group Annual Meeting: Piloting disability disaggregation in routin...
Washington Group Annual Meeting: Piloting disability disaggregation in routin...Washington Group Annual Meeting: Piloting disability disaggregation in routin...
Washington Group Annual Meeting: Piloting disability disaggregation in routin...
 
FINAL-MB-NAVEXGlobal-AHASignatureSeries-BenchmarkingYourHealthcarePolicyManag...
FINAL-MB-NAVEXGlobal-AHASignatureSeries-BenchmarkingYourHealthcarePolicyManag...FINAL-MB-NAVEXGlobal-AHASignatureSeries-BenchmarkingYourHealthcarePolicyManag...
FINAL-MB-NAVEXGlobal-AHASignatureSeries-BenchmarkingYourHealthcarePolicyManag...
 
Activate implementation 2018
Activate implementation 2018Activate implementation 2018
Activate implementation 2018
 
My voice summary
My voice summaryMy voice summary
My voice summary
 
Shap webinar 1 20 2011 lukanen
Shap webinar 1 20 2011 lukanenShap webinar 1 20 2011 lukanen
Shap webinar 1 20 2011 lukanen
 
Growing Health Analytics Without Hiring new Staff
Growing Health Analytics Without Hiring new StaffGrowing Health Analytics Without Hiring new Staff
Growing Health Analytics Without Hiring new Staff
 
Capella Data Analysis Quality Improvement Initiative Proposal.docx
Capella Data Analysis Quality Improvement Initiative Proposal.docxCapella Data Analysis Quality Improvement Initiative Proposal.docx
Capella Data Analysis Quality Improvement Initiative Proposal.docx
 
The Basics of Monitoring, Evaluation and Supervision of Health Services in Nepal
The Basics of Monitoring, Evaluation and Supervision of Health Services in NepalThe Basics of Monitoring, Evaluation and Supervision of Health Services in Nepal
The Basics of Monitoring, Evaluation and Supervision of Health Services in Nepal
 
How to Improve Healthcare Reporting Management System.pptx
How to Improve Healthcare Reporting Management System.pptxHow to Improve Healthcare Reporting Management System.pptx
How to Improve Healthcare Reporting Management System.pptx
 
Tracey Gyateng: The NPC Data Lab, 30 June 2014
Tracey Gyateng: The NPC Data Lab, 30 June 2014Tracey Gyateng: The NPC Data Lab, 30 June 2014
Tracey Gyateng: The NPC Data Lab, 30 June 2014
 
Data Analysis and Quality Improvement Initiative Proposal .docx
Data Analysis and Quality Improvement Initiative Proposal .docxData Analysis and Quality Improvement Initiative Proposal .docx
Data Analysis and Quality Improvement Initiative Proposal .docx
 
Technology-enabled Platform for Proactive Regular Senior-Centric Health Asses...
Technology-enabled Platform for Proactive Regular Senior-Centric Health Asses...Technology-enabled Platform for Proactive Regular Senior-Centric Health Asses...
Technology-enabled Platform for Proactive Regular Senior-Centric Health Asses...
 
Improving Clinical Outcomes through Technology
Improving Clinical Outcomes through TechnologyImproving Clinical Outcomes through Technology
Improving Clinical Outcomes through Technology
 

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
 
Designstorm How-to: Dot Plots
Designstorm How-to: Dot PlotsDesignstorm How-to: Dot Plots
Designstorm How-to: Dot PlotsAmanda 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 Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program MonitoringDesigning Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program MonitoringAmanda 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
 
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
 
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
 
Storyboarding for Data Visualization
Storyboarding for Data VisualizationStoryboarding for Data Visualization
Storyboarding for Data VisualizationAmanda 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
 

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
 
Designstorm How-to: Dot Plots
Designstorm How-to: Dot PlotsDesignstorm How-to: Dot Plots
Designstorm How-to: Dot Plots
 
A Pixar Twist on Presenting Data
A Pixar Twist on Presenting DataA Pixar Twist on Presenting Data
A Pixar Twist on Presenting Data
 
Data Dinner Parties
Data Dinner PartiesData Dinner Parties
Data Dinner Parties
 
The Human Element
The Human ElementThe Human Element
The Human Element
 
Designing Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program MonitoringDesigning Usage Dashboards for mHealth Program Monitoring
Designing Usage Dashboards for mHealth Program Monitoring
 
Data Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopData Visualization Design Best Practices Workshop
Data Visualization Design Best Practices Workshop
 
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 Chart
 
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
 
Storyboarding for Data Visualization
Storyboarding for Data VisualizationStoryboarding for Data Visualization
Storyboarding for Data Visualization
 
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
 
Design for Delight
Design for DelightDesign for Delight
Design for Delight
 
Data Visualization Resource Guide (September 2014)
Data Visualization Resource Guide (September 2014)Data Visualization Resource Guide (September 2014)
Data Visualization Resource Guide (September 2014)
 

Recently uploaded

Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...ZurliaSoop
 
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...amitlee9823
 
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceBDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceDelhi Call girls
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Valters Lauzums
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightDelhi Call girls
 
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangaloreamitlee9823
 
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...amitlee9823
 
Detecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachDetecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachBoston Institute of Analytics
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% SecurePooja Nehwal
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Researchmichael115558
 
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men 🔝Thrissur🔝 Escor...
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men  🔝Thrissur🔝   Escor...➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men  🔝Thrissur🔝   Escor...
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men 🔝Thrissur🔝 Escor...amitlee9823
 
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...amitlee9823
 
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...karishmasinghjnh
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Pooja Nehwal
 
Capstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics ProgramCapstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics ProgramMoniSankarHazra
 
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...amitlee9823
 

Recently uploaded (20)

Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
 
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceBDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
 
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
 
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
 
Detecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachDetecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning Approach
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Research
 
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men 🔝Thrissur🔝 Escor...
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men  🔝Thrissur🔝   Escor...➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men  🔝Thrissur🔝   Escor...
➥🔝 7737669865 🔝▻ Thrissur Call-girls in Women Seeking Men 🔝Thrissur🔝 Escor...
 
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
 
Predicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science ProjectPredicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science Project
 
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
 
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
 
Capstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics ProgramCapstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics Program
 
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
 

Are Dashboards the Magic Bullet?

  • 1. Tara Nutley MEASURE Evaluation | Palladium Amanda Makulec Advancing Partners & Communities | JSI Research &Training Institute Inc. Colleen McLaughlin BroadReach Healthcare MERLTech October 3,2016 Are Dashboards the Magic Bullet for Quicker,More Inclusive Data-informed Decision Making?
  • 2. Tara Nutley MEASURE Evaluation – Palladium Amanda Makulec Advancing Partners & Communities – JSI Colleen McLaughlin BroadReach Healthcare Who we are…
  • 3. How are data visualization tools being used to improve the use of data in HIV programs? What impact do they have on decision making? What are key elements of success?
  • 4. Contacted 45 people from 17 PEPFAR implementing partners
  • 5. 16 data viz case examples 5 cited specific data use examples
  • 7. Collaborate with the end user to ID question(s) Use proxy indicators when data are not available Train on how to interpret the visualizations Standardize data sources Ensure data quality Consider sustainability during development Collaborate with end user Proxy Indicators Analysis Training Standardize data sources Ensure data quality Consider sustainability S i x C o m m o n B e s t P r a c t i c e s
  • 8. MEASURE Evaluation is funded by the U.S.Agency for International Development (USAID) under terms of Cooperative Agreement AID-OAA-L-14-00004 and implemented by the Carolina Population Center, University of North Carolina at Chapel Hill in partnership with ICF International, John Snow, Inc., Management Sciences for Health, Palladium Group, andTulane University.The views expressed in this presentation do not necessarily reflect the views of USAID or the United States government. www.measureevaluation.org
  • 10. ©BROADREACH 2016 10 BroadReach Vantage: Using Data and Analytics to Drive Decision Making Colleen McLaughlin, Director Client Delivery cmclaughlin@brhc.com www.brhc.com www.broadreachcorporation.com October 3, 2016
  • 11. ©BROADREACH 2016 11 Case #1: Ministry of Health Executive Running a District Health Program Key Questions for Role: • What is our overall performance for each of the health priority areas? • Upon which clinics and hospitals should we be focusing our efforts to improve District health performance? • How do I manage all the DOH reporting requirements? • What are the key socioeconomic issues for my District’s catchment population? • Are there issues that may arise in the next 3-12 months that will impact our performance and work? • What is our strategy and operations plan for next year? Where should we invest our resources and how much? Dr. Patel Health Systems Strengthening Manager Uthungulu District KwaZulu Natal Department of Health Before BroadReach Analytics: • Unable to lead and manage department effectively, hold staff accountable for performance due to lack of actionable information • Ineffective resource allocation and outcomes; • Inefficient paper based reporting system which did not allow easy assimilation and aggregation of data across departments, teams, and health facilities
  • 12. ©BROADREACH 2016 12 The performance module provides Dr. Patel with an overview of district performance across key indicators User navigates to the Performance Module under the modules tab.
  • 13. ©BROADREACH 2016 13 He is able to quickly identify areas where performance is below target This view gives an overview of the district’s performance with regards to various indicators The percentage of adults with viral loads done at 12 months (70.1%), is below the 90% target.
  • 14. ©BROADREACH 2016 14 Dr. Patel can then drill down to a cascade view to determine where within the three 90’s he should focus This view is an indication of where the user needs to focus in terms of the three 90s, being testing, initiation and retention. Viral Loads Done represent the largest gap to target.
  • 15. ©BROADREACH 2016 15 Dr. Patel can then identify the specific facilities having the greatest negative impact on performance A 12.8% increase in performance if the top 10 facilities with the largest negative impact reach target. This view gives insight into the impact of an intervention on the HIV program.
  • 16. ©BROADREACH 2016 16 He can assess where to prioritize resources and interventions to driven the greatest value This view gives insight into the impact of an intervention on the HIV program. Only a 4.9% increase in performance if the next 20 facilities with the largest negative impact reach target.
  • 17. ©BROADREACH 2016 17 Finally Dr. Patel can predict the result of no intervention being implemented The trend for retention in care is predicted to decrease to 65- 70% if no intervention is implemented. This view provides a forecasted view of the district’s performance.
  • 18. ©BROADREACH 2016 18 Data visualization provides insights to drive decision making and ultimately improve health outcomes • Determine priority interventions. • Determine where such interventions needed to be focused, and therefore drive potential improvements of: • % of adults with VLD at 12 months by 12.8%, • % of adults on ART at 12 months to 70-75% As a result, Dr. Patel was able to: The visualization of data leads to insights that allow for actions and the prioritization of resources, which ultimately improves the health and wellbeing of underserved populations. • Identify poor performing indicators. • Identify poor performing facilities • Understand the trend for the district’s performance in the absence of an intervention. With the Vantage platform, Dr. Patel was able to:
  • 19. ©BROADREACH 2016 19 Practical Results: Dramatic Improvements in Viral Load Completion Rate Seen in Ugu District, KZN South Africa “Utilizing BroadReach Vantage, we have effectively prioritized resources, identifying the facilities with the greatest negative impact on overall district performance. Optimization of resources together with focused interventions have resulted in significant improvements in viral load completion rates for ART patients at a clinical level, from 32% to 92% in one year.” — Kgomotso Nyandwi, BroadReach Nurse
  • 20. Ensure data quality Analysis Training Collaborate with end user C a s e E x a m p l e B e s t P r a c t i c e s BroadReachVantage Additions from our experience: • Keep it simple • Dashboards are the first piece of the puzzle
  • 21. Amanda Makulec Advancing Partners & Communities – JSI
  • 22. The Story of a Community Scorecard Dashboard Zimbabwe
  • 23. It all started with a simple data placemat.
  • 24. Note: Names of district and clinics have been anonymized for privacy
  • 25.
  • 26. The partners were interested in having the data in a simple, routine visual format.
  • 27. So our APC team coached the local M&E Officer to build a simple pivot table dashboard.
  • 28. We recorded simple, step- by-step custom videos accessed in Zimbabwe through a shared Dropbox.
  • 29. Note: Names of health centers on the slicer are covered for data privacy. Slicer is designed as a filter for users to select the Health Centre of interest and view trends in the selected indicators. The final product was simple, but very effective at showing quick snapshots of trends to identify success stories and challenges.
  • 30.
  • 33. Advocacy Issue Raised from Score Card Actions Taken by the DHE Shortage of STI drugs Shortage of Infant ART drugs The DHE immediately phoned the respective nurse in Charge of the Clinics to send requests for the drugs. The District Pharmacist was also tasked immediately to teach the respective nurse in charge on how they should order the drugs on time. The community / artisanal miners were claiming shortage of STIs drugs The DHE responded by highlighting that the drugs were not in short supply but rather the problem was defaulting patients which ended in them wanting second line STI drugs that were not available at local clinic. The DHE agreed with CECHLA team to jointly carry out drugs/treatment literacy interventions in areas served by this clinic. One of the clinics was not receiving RBF monies Due to note receiving the funds, the clinic struggled to procure drugs in a timely manner. The issues was presented to DHEs and RBF agents. The engagement resulted in Clinic receiving its first RBF disbursement. User fees very unaffordable Shortage of STI drugs DHE promised to improve supply of drugs and also to reduce user fees in cases where the patients are prescribed drugs when the clinic is out of supply. Negative attitudes of Health staff towards sex workers The nurse in charge at the local clinic and the HCC met and there is now positive/ improved relationship between sex workers and health staff at the clinic. “When people look at the trends, they start to ask questions.” – CECHLA M&E Officer
  • 34. Collaborate with end user Analysis Training Consider sustainability C a s e E x a m p l e B e s t P r a c t i c e s Zimbabwe Community Scorecard Dashboard Additions from our experience: • Pick the right tool for the job • Capacity building is critical
  • 35. Collaborate with end user Proxy Indicators Analysis Training Standardize data sources Ensure data quality Consider sustainability C a s e E x a m p l e B e s t P r a c t i c e s WhatWe Share Additions from our experience: • Keep it simple • Dashboards are the first piece of the puzzle • Pick the right tool for the job • Capacity building is critical
  • 37. Tara Nutley MEASURE Evaluation – Palladium tara.nutley@thepalladiumgroup.com Amanda Makulec Advancing Partners & Communities – JSI amanda_makulec@jsi.com Colleen McLaughlin BroadReach Healthcare cmclaughlin@brhc.com Follow @MEASURE_Eval @APC_Project @BroadReachinfo