SlideShare a Scribd company logo
6th MIM Panafrican Malaria Conference
Durban, SA October 6-11, 2013

Harnessing mHealth to monitor different epidemics within
one country: Experience from Mali

Jean-Marie NGbichi, MEAUSURE Evaluation / ICF International
Background
 Malaria is one of the major causes
of morbidity and mortality in Mali
 Difference transmission zones due
to the variation in climate
 Many internally displaced persons
due to recent political events
 National RHIS don’t fully address
malaria control needs
-

Not all key malaria indicators
Low timeliness, completeness, low
quality of data
Data only available on annually
Objectives
 Update the data collection form
 Build capacity to collect and
analyze data
 Introduce innovative technologies
(mobile phone , internet)
 Improve timeliness and
completeness of reporting
Location of the Pilot Districts
Region of Mopti

Mopti district
Bandiagara district

Region of Ségou
Niono district
Macina district
Methods
 Develop the core paper form
 Develop the core application
 Provide equipment
-

Mobile phones
Cell phone network
Server from Ministry of Health

 Train health workers
 Collect and process data
 Supervise
Core Paper Form – Collect Data
   
 
  Région Médicale
  District Sanitaire
 
 
 
 
 
 
 
 
 
 
 
 
 

 
 
 
 
 
 
 
 
 
 
 
 
Formulaire de Collecte de données - Données sur l'Information de Routine du PNLP - Niveau District Sanitaire (Csréf/Cscom)
 
 
 
 
 
 
 
 
 
 
 
 
 
Mois  
Année  
 
 
 
 
 
 
Rupture de stock CTA pendant le
mois
(Oui, Non)
Etablissement sanitaire
 
 
 
 
 
 
Consultation
 
CTA Nourisson - Enfant
 
Classification
< 5 ans
5 ans et plus
Femmes enceintes  
CTA Adolescent 
 
Total consultation, toutes causes confondues   
 
 
 
 
CTA Adulte
 
Nbre de Cas de paludisme (Tous suspectés) 
 
 
 
 
 
 
 
 
 
PEC de cas de Paludisme grave
Cas de paludisme testés (GE et/ou TDR)
 
 
 
 
 
Rupture de soctk OUI/NON
Cas de paludisme confirmés (GE et/ou TDR)
 
 
 
 
 
 
Nbre de Cas de paludisme Simple
Nbre de Cas de paludisme Grave
Nbre de Cas traités avec CTA
 
 

 
 
 
 

Classification

 

 

 

 

 

< 5 ans

 
 
Décès
  5 ans et plus

  Cas de décès pour paludisme 
 
  Total cas de décès toutes causes confondues
 
   
 
 
 
 
Moustiquaires imprégnées d'insecticide distribuées
 
 

Classification

 

  Nombre de moustiquaires distribuées
   
 
   
 

 
 
 

 
 

 
 
 
 

 

 

 
 
 
 
 
 
  
  
  
 

Arthemether injectable
Quinine Injectable
Serum Glucosé 10%
 
 
 
 
Rupture de stock pendant le
mois O/N
(Oui, Non)
 
 
 
MILD
  

 

 

TDR

 
 
 
Femmes enceintes  

 
 
 
 

SP
  
 
 
 
 
CPN/SP des femmes enceintes  
(nbre)

 
 

  

 
 

 

 
 
 

 
 
 

 
 
 

CPN 
SP 1
SP 2

 
 
 

 
 
 

 
 
 

 

 

 

 

 

 

 

 

Femmes enceintes  

< 5 ans

 
 
 

 
 
 
 

 
Femmes enceintes  

 

 
 

 

Hospitalisations
 + 5 ans

< 5 ans

  Total Hospitalisés Paludisme
Total Hospitalisations toutes causes 
  confondues
   
 
 
 
Classification

 
 
 
 

 
 
 
 

 

Nom et Prénom : _______________________
Le Responsable
CSCom/CSRéf
Date : ___________________/20___
 
 
 
 

 
 
 

 

 
 
 

 
 
 

 
 
 
mApplication - Enter and Send Data 
Data Consistency Checks
Data Flow
Central MoH (ANTIM)

Cell phone
service
Providers

Server
Server
Data
Data

D ata use

- NMCP/Regions/Districts
- MEASURE Eval, others …
Data analysis/use  decision
making

Data use:

(NMCP/ANTIM)
Data analysis/use
 Decision

INTERNET

3 RefHC
63 ComHC
- Fill paper forms
- Transcribe data in SMS code
- Send SMS

3 Districts
Validate ComHC data via
internet
Outputs: Example of  Table
ALL AGE

jan-12
Nb

Total
consultation
(All causes)

feb-12
(%)

59744

Nb

mar-12
(%)

61314

Nb

apr-12
(%)

Nb

70834

may-12
(%)

67244

Nb

jun-12
(%)

63688

Nb

jul-12
(%)

64204

Nb

aug-12
(%)

87157

Nb

sept-12
(%)

131373

Nb

TOTAL
(%)

11256
0

Nb

(%)

718118

Malaria
Suspect case

21980 (37%)

20291 (33%)

24466 (35%)

20812 (31%)

20578 (32%)

18601 (29%)

41356 (47%)

70462 (54%)

64802 (58%) 303348 (42%)

Suspect cases
tested
RTD/Micros)

17261 (79%)

17929 (88%)

22391 (92%)

19926 (96%)

19576 (95%)

17010 (91%)

40138 (97%) 68087 (97%)

62308 (96%) 284626 (94%)

Positive cases

12741 (74%)

13466 (75%)

16540 (74%)

12302 (62%)

13106 (67%)

11738 (69%)

29879 (74%) 55430 (81%)

50091 (80%) 215293 (76%)

Simple malaria
cases

8760 (69%)

9427 (70%)

11600 (70%)

8474 (69%)

8866 (68%)

8219 (70%)

18561 (62%

34123 (62%)

31593 (63%) 139623 (65%)

Severe
malaria cases

3870 (30%)

3928 (29%)

4708 (28%)

3801 (31%)

4207 (32%)

3426 (29%)

11312 (38%)

21083 (38%)

18390 (37%)

74725 (35%)
Outputs: Example of Graphs

% Timeliness of reporting (%)

Nb malaria confirmed cases

% Suspected cases tested

% facilities without stocks outs
Availability of Data



Process helps to have real time
pictures on malaria routine
indicators:
-

testing of malaria suspect cases
cases treatment with ACT
stock outs (CTA, RTD, ITN, SP)
malaria deaths
….
Data use


Data use at district level

-



Data available at monthly basis
Help to monitor malaria core routine indicators
at district level
Help to discuss malaria control issues during
quarterly meetings: reporting gaps, data quality,
indicators trends …
 decisions to improve malaria activities



Data use at central level

-

MOH (NMCP/ANTIM) is developing a bulletin
using data generated by the system
‘‘Mobile Info’’ is used for advocacy and decision
making

-

-
SLIS vs. Mobile Reporting

RHIS

Mob reporting
Facilities

Timeliness of reporting

< 30%

> 95 %

Completeness of reporting

< 80%

> 95%

Work load: data transcription
on SMS codes

NA

15-30 minutes

Average time for to send data
at upper level

One to several week

Immediately
Challenges


Need further improvement in data quality
-

Maintain field supervision visits
Have periodic data quality assessment
•

•



quality control from registers to
monthly data collection form
from monthly data collection form to
central level data (server)

Data use at district, central levels
-

Notable progress
Needs to be reinforced
Way Forward


Strengthen the process in pilot
districts

-

Increase completeness of reporting
Improve analysis program to allow customized
analysis

-



Strengthen data use at district ,
central levels
Promote culture of data use through
technical support including training
Way Forward (2)
Ensure progressive scale up of mreporting

-

Progressive nationwide scale up: MOH (ANTIM)
intranet underway (involved other partners: UNFPA,
Red Cross …)



Explore feasibility of mreporting at
community level
Help tracking the efforts of community health workers
and improve CBIS.




Conclusion


Mobile reporting system set with MEASURE Evaluation assistance
in Mali improve timeliness, completeness and quality of data



The process became a reference within the health system in terms of
data production using new technologies:
-

While still improving, it already serves for data reporting needs in other health
areas.

-

Appropriate for local environment marked by turnover of health workers

-

Affordable: development of the application, follow up, and recurrent operational
costs

-

System rung despite the crisis situation



Continues giving real time pictures of core malaria indicators
needed to inform decision making
Acknowledgements


MOH central departments: NMCP, ANTIM, DNS, CPC



MOH decentralized entities: Health Regions (Ségou,
Mopti) health districts in Bamako & Ségou especially
Niono & Macina, Mopti, Bandiagara, health facilities
(CSComs CSRef)



Local private partners: Yeleman, Malitel, Orange Mali



USAID/PMI, WHO Mali



Yeleman
MEASURE Evaluation is a MEASURE program project funded by the U.S. Agency
for International Development (USAID) through Cooperative Agreement GHA-A-0008-00003-00 and is implemented by the Carolina Population Center at the
University of North Carolina at Chapel Hill, in partnership with Futures Group
International, John Snow, Inc., ICF Macro, Management Sciences for Health, and
Tulane University.
Visit us online at http://www.cpc.unc.edu/measure.

Thank You!

More Related Content

What's hot

Vital Events Measurement in M&E
Vital Events Measurement in M&EVital Events Measurement in M&E
Vital Events Measurement in M&E
MEASURE Evaluation
 
Zambia introduction
Zambia introductionZambia introduction
Zambia introduction
Gareth Jones
 
mHealth Cameroon_Sightsavers Greenmash
mHealth Cameroon_Sightsavers  GreenmashmHealth Cameroon_Sightsavers  Greenmash
mHealth Cameroon_Sightsavers Greenmashandrew wyborn
 
Sustaining the Impact: MEASURE Evaluation Conversation on Strengthening Real-...
Sustaining the Impact: MEASURE Evaluation Conversation on Strengthening Real-...Sustaining the Impact: MEASURE Evaluation Conversation on Strengthening Real-...
Sustaining the Impact: MEASURE Evaluation Conversation on Strengthening Real-...
MEASURE Evaluation
 
Using PMTCT data to identify HIV epidemic hotspots at sub-national levels; le...
Using PMTCT data to identify HIV epidemic hotspots at sub-national levels; le...Using PMTCT data to identify HIV epidemic hotspots at sub-national levels; le...
Using PMTCT data to identify HIV epidemic hotspots at sub-national levels; le...
MEASURE Evaluation
 
Critical review of idsp
Critical review of idspCritical review of idsp
Critical review of idspAbhi Manu
 
IDSP-a critical analysis
IDSP-a critical analysisIDSP-a critical analysis
IDSP-a critical analysisGnanaranjan Das
 
Enhancing FP/RH Decision Making through GIS Data Linking
Enhancing FP/RH Decision Making through GIS Data LinkingEnhancing FP/RH Decision Making through GIS Data Linking
Enhancing FP/RH Decision Making through GIS Data Linking
MEASURE Evaluation
 
Geospatial Analysis: Innovation in GIS for Better Decision Making
Geospatial Analysis: Innovation in GIS for Better Decision MakingGeospatial Analysis: Innovation in GIS for Better Decision Making
Geospatial Analysis: Innovation in GIS for Better Decision Making
MEASURE Evaluation
 
Measuring and verifying excess mortality during a pandemic
Measuring and verifying excess mortality during a pandemicMeasuring and verifying excess mortality during a pandemic
Measuring and verifying excess mortality during a pandemic
WHO Regional Office for the Eastern Mediterranean
 
Data Visualization for Decision Making in HIV Programs
Data Visualization for Decision Making in HIV ProgramsData Visualization for Decision Making in HIV Programs
Data Visualization for Decision Making in HIV Programs
MEASURE Evaluation
 
551_Lessons Learned from implementation of SHAPMoS
551_Lessons Learned from implementation of SHAPMoS551_Lessons Learned from implementation of SHAPMoS
551_Lessons Learned from implementation of SHAPMoSMavis Vilane
 
Improved monitoring of mass drug administration through mobile
Improved monitoring of mass drug administration through mobileImproved monitoring of mass drug administration through mobile
Improved monitoring of mass drug administration through mobile
Sightsavers
 
HLF 2018, Chandigarh - Amneet P Kumar, Secretary & Mission Director, National...
HLF 2018, Chandigarh - Amneet P Kumar, Secretary & Mission Director, National...HLF 2018, Chandigarh - Amneet P Kumar, Secretary & Mission Director, National...
HLF 2018, Chandigarh - Amneet P Kumar, Secretary & Mission Director, National...
eHEALTH Magazine
 
Lagos state hiv response
Lagos state hiv responseLagos state hiv response
Lagos state hiv response
NigerianBusinessCoal
 
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
MEASURE Evaluation
 
Technical Leadership in Monitoring and Evaluation
Technical Leadership in Monitoring and EvaluationTechnical Leadership in Monitoring and Evaluation
Technical Leadership in Monitoring and Evaluation
MEASURE Evaluation
 
Supplementary Actuarial Analysis of HIV/AIDS in Lagos State, Nigeria
Supplementary Actuarial Analysis of HIV/AIDS in Lagos State, NigeriaSupplementary Actuarial Analysis of HIV/AIDS in Lagos State, Nigeria
Supplementary Actuarial Analysis of HIV/AIDS in Lagos State, Nigeria
HFG Project
 

What's hot (20)

Vital Events Measurement in M&E
Vital Events Measurement in M&EVital Events Measurement in M&E
Vital Events Measurement in M&E
 
Zambia introduction
Zambia introductionZambia introduction
Zambia introduction
 
mHealth Cameroon_Sightsavers Greenmash
mHealth Cameroon_Sightsavers  GreenmashmHealth Cameroon_Sightsavers  Greenmash
mHealth Cameroon_Sightsavers Greenmash
 
Sustaining the Impact: MEASURE Evaluation Conversation on Strengthening Real-...
Sustaining the Impact: MEASURE Evaluation Conversation on Strengthening Real-...Sustaining the Impact: MEASURE Evaluation Conversation on Strengthening Real-...
Sustaining the Impact: MEASURE Evaluation Conversation on Strengthening Real-...
 
IDSP
IDSPIDSP
IDSP
 
Using PMTCT data to identify HIV epidemic hotspots at sub-national levels; le...
Using PMTCT data to identify HIV epidemic hotspots at sub-national levels; le...Using PMTCT data to identify HIV epidemic hotspots at sub-national levels; le...
Using PMTCT data to identify HIV epidemic hotspots at sub-national levels; le...
 
Critical review of idsp
Critical review of idspCritical review of idsp
Critical review of idsp
 
IDSP-a critical analysis
IDSP-a critical analysisIDSP-a critical analysis
IDSP-a critical analysis
 
Enhancing FP/RH Decision Making through GIS Data Linking
Enhancing FP/RH Decision Making through GIS Data LinkingEnhancing FP/RH Decision Making through GIS Data Linking
Enhancing FP/RH Decision Making through GIS Data Linking
 
Geospatial Analysis: Innovation in GIS for Better Decision Making
Geospatial Analysis: Innovation in GIS for Better Decision MakingGeospatial Analysis: Innovation in GIS for Better Decision Making
Geospatial Analysis: Innovation in GIS for Better Decision Making
 
Measuring and verifying excess mortality during a pandemic
Measuring and verifying excess mortality during a pandemicMeasuring and verifying excess mortality during a pandemic
Measuring and verifying excess mortality during a pandemic
 
Data Visualization for Decision Making in HIV Programs
Data Visualization for Decision Making in HIV ProgramsData Visualization for Decision Making in HIV Programs
Data Visualization for Decision Making in HIV Programs
 
551_Lessons Learned from implementation of SHAPMoS
551_Lessons Learned from implementation of SHAPMoS551_Lessons Learned from implementation of SHAPMoS
551_Lessons Learned from implementation of SHAPMoS
 
Improved monitoring of mass drug administration through mobile
Improved monitoring of mass drug administration through mobileImproved monitoring of mass drug administration through mobile
Improved monitoring of mass drug administration through mobile
 
HLF 2018, Chandigarh - Amneet P Kumar, Secretary & Mission Director, National...
HLF 2018, Chandigarh - Amneet P Kumar, Secretary & Mission Director, National...HLF 2018, Chandigarh - Amneet P Kumar, Secretary & Mission Director, National...
HLF 2018, Chandigarh - Amneet P Kumar, Secretary & Mission Director, National...
 
Lagos state hiv response
Lagos state hiv responseLagos state hiv response
Lagos state hiv response
 
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
 
Technical Leadership in Monitoring and Evaluation
Technical Leadership in Monitoring and EvaluationTechnical Leadership in Monitoring and Evaluation
Technical Leadership in Monitoring and Evaluation
 
Afp surveillance Quality
Afp surveillance QualityAfp surveillance Quality
Afp surveillance Quality
 
Supplementary Actuarial Analysis of HIV/AIDS in Lagos State, Nigeria
Supplementary Actuarial Analysis of HIV/AIDS in Lagos State, NigeriaSupplementary Actuarial Analysis of HIV/AIDS in Lagos State, Nigeria
Supplementary Actuarial Analysis of HIV/AIDS in Lagos State, Nigeria
 

Viewers also liked

Certificate of Attendance - HartJ 2015
Certificate of Attendance - HartJ 2015Certificate of Attendance - HartJ 2015
Certificate of Attendance - HartJ 2015Joseph Hart
 
Выполнение указов Президента Российской Федерации в части размера заработной...
Выполнение указов Президента Российской Федерации  в части размера заработной...Выполнение указов Президента Российской Федерации  в части размера заработной...
Выполнение указов Президента Российской Федерации в части размера заработной...
PRONM
 
How to Talk to Your Kids about Adopting
How to Talk to Your Kids about AdoptingHow to Talk to Your Kids about Adopting
How to Talk to Your Kids about Adopting
Judith Bell
 
Arbetsexempel skolprojekt
Arbetsexempel skolprojektArbetsexempel skolprojekt
Arbetsexempel skolprojektAnnicaC
 
Directo semanal - 6 de mayo de 2015
Directo semanal - 6 de mayo de 2015Directo semanal - 6 de mayo de 2015
Directo semanal - 6 de mayo de 2015
directobenidorm
 
Frukostseminarium med Carismar och DIBS
Frukostseminarium med Carismar och DIBSFrukostseminarium med Carismar och DIBS
Frukostseminarium med Carismar och DIBS
Patrik Müller
 
Innovations in blended finance for infrastructure
Innovations in blended finance for infrastructureInnovations in blended finance for infrastructure
Innovations in blended finance for infrastructure
Purang Mehta
 
LePlanneri magistritöö seminari esitlus
LePlanneri magistritöö seminari esitlusLePlanneri magistritöö seminari esitlus
LePlanneri magistritöö seminari esitlus
romilrobtsenkov
 
Cahiers de laboratoire électroniques, transformer les données en connaissance
Cahiers de laboratoire électroniques, transformer les données en connaissanceCahiers de laboratoire électroniques, transformer les données en connaissance
Cahiers de laboratoire électroniques, transformer les données en connaissance
AgiLab
 

Viewers also liked (13)

Certificate of Attendance - HartJ 2015
Certificate of Attendance - HartJ 2015Certificate of Attendance - HartJ 2015
Certificate of Attendance - HartJ 2015
 
Выполнение указов Президента Российской Федерации в части размера заработной...
Выполнение указов Президента Российской Федерации  в части размера заработной...Выполнение указов Президента Российской Федерации  в части размера заработной...
Выполнение указов Президента Российской Федерации в части размера заработной...
 
Untitled Presentation
Untitled PresentationUntitled Presentation
Untitled Presentation
 
How to Talk to Your Kids about Adopting
How to Talk to Your Kids about AdoptingHow to Talk to Your Kids about Adopting
How to Talk to Your Kids about Adopting
 
Profile-FIL
Profile-FILProfile-FIL
Profile-FIL
 
Arbetsexempel skolprojekt
Arbetsexempel skolprojektArbetsexempel skolprojekt
Arbetsexempel skolprojekt
 
Directo semanal - 6 de mayo de 2015
Directo semanal - 6 de mayo de 2015Directo semanal - 6 de mayo de 2015
Directo semanal - 6 de mayo de 2015
 
Mariam Abdelhady
Mariam AbdelhadyMariam Abdelhady
Mariam Abdelhady
 
saved
savedsaved
saved
 
Frukostseminarium med Carismar och DIBS
Frukostseminarium med Carismar och DIBSFrukostseminarium med Carismar och DIBS
Frukostseminarium med Carismar och DIBS
 
Innovations in blended finance for infrastructure
Innovations in blended finance for infrastructureInnovations in blended finance for infrastructure
Innovations in blended finance for infrastructure
 
LePlanneri magistritöö seminari esitlus
LePlanneri magistritöö seminari esitlusLePlanneri magistritöö seminari esitlus
LePlanneri magistritöö seminari esitlus
 
Cahiers de laboratoire électroniques, transformer les données en connaissance
Cahiers de laboratoire électroniques, transformer les données en connaissanceCahiers de laboratoire électroniques, transformer les données en connaissance
Cahiers de laboratoire électroniques, transformer les données en connaissance
 

Similar to Harnessing mHealth to Monitor Different Epidemics within One Country: Experience from Mali

Real-time Surveillance and Response for Malaria Elimination
Real-time Surveillance and Response for Malaria EliminationReal-time Surveillance and Response for Malaria Elimination
Real-time Surveillance and Response for Malaria Elimination
RTI International
 
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
MEASURE Evaluation
 
Bangladesh e-TB Manager updates-Nov 2016
Bangladesh e-TB Manager updates-Nov 2016Bangladesh e-TB Manager updates-Nov 2016
Bangladesh e-TB Manager updates-Nov 2016
Golam Kibria Madhurza
 
Pilot Implementation of Point-Of-Care, CD4 Counting in Mozambique’s National ...
Pilot Implementation of Point-Of-Care, CD4 Counting in Mozambique’s National ...Pilot Implementation of Point-Of-Care, CD4 Counting in Mozambique’s National ...
Pilot Implementation of Point-Of-Care, CD4 Counting in Mozambique’s National ...
UNITAID
 
SMS for Life_MINSANTE Presentation_06032015_IOmulepu
SMS for Life_MINSANTE Presentation_06032015_IOmulepuSMS for Life_MINSANTE Presentation_06032015_IOmulepu
SMS for Life_MINSANTE Presentation_06032015_IOmulepuandrew wyborn
 
Data collection, data use and (sub-) systems building: the SMARTerWASH experi...
Data collection, data use and (sub-) systems building: the SMARTerWASH experi...Data collection, data use and (sub-) systems building: the SMARTerWASH experi...
Data collection, data use and (sub-) systems building: the SMARTerWASH experi...
IRC
 
Approaches to Improve Malaria Outcomes_Debra Prosnitz_4.25.13
Approaches to Improve Malaria Outcomes_Debra Prosnitz_4.25.13Approaches to Improve Malaria Outcomes_Debra Prosnitz_4.25.13
Approaches to Improve Malaria Outcomes_Debra Prosnitz_4.25.13CORE Group
 
Using Innovative Technologies to Improve Maternal Health in Nigeria
Using Innovative Technologies to Improve Maternal Health in NigeriaUsing Innovative Technologies to Improve Maternal Health in Nigeria
Using Innovative Technologies to Improve Maternal Health in Nigeria
RILearn
 
An IT Approach to Improve the Compilation of Clinical Access Indicators and D...
An IT Approach to Improve the Compilation of Clinical Access Indicators and D...An IT Approach to Improve the Compilation of Clinical Access Indicators and D...
An IT Approach to Improve the Compilation of Clinical Access Indicators and D...
Editor IJCATR
 
Building capacities for the digital transformation of health and care in Euro...
Building capacities for the digital transformation of health and care in Euro...Building capacities for the digital transformation of health and care in Euro...
Building capacities for the digital transformation of health and care in Euro...
Marc Lange
 
Real-Time Biosurveillance Program Pilot - India & Sri Lanka
Real-Time Biosurveillance Program Pilot - India & Sri LankaReal-Time Biosurveillance Program Pilot - India & Sri Lanka
Real-Time Biosurveillance Program Pilot - India & Sri Lanka
Nuwan Waidyanatha
 
Cote d’Ivoire 3ILPMS Experience
Cote d’Ivoire 3ILPMS ExperienceCote d’Ivoire 3ILPMS Experience
Cote d’Ivoire 3ILPMS Experience
MEASURE Evaluation
 
ePoster on TB patient Management Information System
ePoster on TB patient Management Information SystemePoster on TB patient Management Information System
ePoster on TB patient Management Information System
Golam Kibria Madhurza
 
maurice mars
maurice marsmaurice mars
maurice mars
THCwIT Conference
 
APPLICATION OF COMPUTERS IN EPIDEMIOLOGY AND PUBLIC HEALTH - ANJALI MAM.pptx
APPLICATION OF COMPUTERS IN EPIDEMIOLOGY AND PUBLIC HEALTH - ANJALI MAM.pptxAPPLICATION OF COMPUTERS IN EPIDEMIOLOGY AND PUBLIC HEALTH - ANJALI MAM.pptx
APPLICATION OF COMPUTERS IN EPIDEMIOLOGY AND PUBLIC HEALTH - ANJALI MAM.pptx
Anjali Singh
 
Presentation Au Rwanda Phil
Presentation Au Rwanda PhilPresentation Au Rwanda Phil
Presentation Au Rwanda Phil
Jean Nsengimana
 
Remote monitoring of XpertW MTB/RIF testing in Mozambique: results of program...
Remote monitoring of XpertW MTB/RIF testing in Mozambique: results of program...Remote monitoring of XpertW MTB/RIF testing in Mozambique: results of program...
Remote monitoring of XpertW MTB/RIF testing in Mozambique: results of program...
SystemOne
 
 mHealth Capacity Strengthening for lobal Hhealth: PAIL_Marie Solange Ngueka_...
 mHealth Capacity Strengthening for lobal Hhealth: PAIL_Marie Solange Ngueka_... mHealth Capacity Strengthening for lobal Hhealth: PAIL_Marie Solange Ngueka_...
 mHealth Capacity Strengthening for lobal Hhealth: PAIL_Marie Solange Ngueka_...CORE Group
 
Past_Present_Future_MEEM Spatial Data & GIS Mapping1
Past_Present_Future_MEEM Spatial Data & GIS Mapping1Past_Present_Future_MEEM Spatial Data & GIS Mapping1
Past_Present_Future_MEEM Spatial Data & GIS Mapping1Razimulseye
 

Similar to Harnessing mHealth to Monitor Different Epidemics within One Country: Experience from Mali (20)

Pres haoses
Pres haosesPres haoses
Pres haoses
 
Real-time Surveillance and Response for Malaria Elimination
Real-time Surveillance and Response for Malaria EliminationReal-time Surveillance and Response for Malaria Elimination
Real-time Surveillance and Response for Malaria Elimination
 
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
 
Bangladesh e-TB Manager updates-Nov 2016
Bangladesh e-TB Manager updates-Nov 2016Bangladesh e-TB Manager updates-Nov 2016
Bangladesh e-TB Manager updates-Nov 2016
 
Pilot Implementation of Point-Of-Care, CD4 Counting in Mozambique’s National ...
Pilot Implementation of Point-Of-Care, CD4 Counting in Mozambique’s National ...Pilot Implementation of Point-Of-Care, CD4 Counting in Mozambique’s National ...
Pilot Implementation of Point-Of-Care, CD4 Counting in Mozambique’s National ...
 
SMS for Life_MINSANTE Presentation_06032015_IOmulepu
SMS for Life_MINSANTE Presentation_06032015_IOmulepuSMS for Life_MINSANTE Presentation_06032015_IOmulepu
SMS for Life_MINSANTE Presentation_06032015_IOmulepu
 
Data collection, data use and (sub-) systems building: the SMARTerWASH experi...
Data collection, data use and (sub-) systems building: the SMARTerWASH experi...Data collection, data use and (sub-) systems building: the SMARTerWASH experi...
Data collection, data use and (sub-) systems building: the SMARTerWASH experi...
 
Approaches to Improve Malaria Outcomes_Debra Prosnitz_4.25.13
Approaches to Improve Malaria Outcomes_Debra Prosnitz_4.25.13Approaches to Improve Malaria Outcomes_Debra Prosnitz_4.25.13
Approaches to Improve Malaria Outcomes_Debra Prosnitz_4.25.13
 
Using Innovative Technologies to Improve Maternal Health in Nigeria
Using Innovative Technologies to Improve Maternal Health in NigeriaUsing Innovative Technologies to Improve Maternal Health in Nigeria
Using Innovative Technologies to Improve Maternal Health in Nigeria
 
An IT Approach to Improve the Compilation of Clinical Access Indicators and D...
An IT Approach to Improve the Compilation of Clinical Access Indicators and D...An IT Approach to Improve the Compilation of Clinical Access Indicators and D...
An IT Approach to Improve the Compilation of Clinical Access Indicators and D...
 
Building capacities for the digital transformation of health and care in Euro...
Building capacities for the digital transformation of health and care in Euro...Building capacities for the digital transformation of health and care in Euro...
Building capacities for the digital transformation of health and care in Euro...
 
Real-Time Biosurveillance Program Pilot - India & Sri Lanka
Real-Time Biosurveillance Program Pilot - India & Sri LankaReal-Time Biosurveillance Program Pilot - India & Sri Lanka
Real-Time Biosurveillance Program Pilot - India & Sri Lanka
 
Cote d’Ivoire 3ILPMS Experience
Cote d’Ivoire 3ILPMS ExperienceCote d’Ivoire 3ILPMS Experience
Cote d’Ivoire 3ILPMS Experience
 
ePoster on TB patient Management Information System
ePoster on TB patient Management Information SystemePoster on TB patient Management Information System
ePoster on TB patient Management Information System
 
maurice mars
maurice marsmaurice mars
maurice mars
 
APPLICATION OF COMPUTERS IN EPIDEMIOLOGY AND PUBLIC HEALTH - ANJALI MAM.pptx
APPLICATION OF COMPUTERS IN EPIDEMIOLOGY AND PUBLIC HEALTH - ANJALI MAM.pptxAPPLICATION OF COMPUTERS IN EPIDEMIOLOGY AND PUBLIC HEALTH - ANJALI MAM.pptx
APPLICATION OF COMPUTERS IN EPIDEMIOLOGY AND PUBLIC HEALTH - ANJALI MAM.pptx
 
Presentation Au Rwanda Phil
Presentation Au Rwanda PhilPresentation Au Rwanda Phil
Presentation Au Rwanda Phil
 
Remote monitoring of XpertW MTB/RIF testing in Mozambique: results of program...
Remote monitoring of XpertW MTB/RIF testing in Mozambique: results of program...Remote monitoring of XpertW MTB/RIF testing in Mozambique: results of program...
Remote monitoring of XpertW MTB/RIF testing in Mozambique: results of program...
 
 mHealth Capacity Strengthening for lobal Hhealth: PAIL_Marie Solange Ngueka_...
 mHealth Capacity Strengthening for lobal Hhealth: PAIL_Marie Solange Ngueka_... mHealth Capacity Strengthening for lobal Hhealth: PAIL_Marie Solange Ngueka_...
 mHealth Capacity Strengthening for lobal Hhealth: PAIL_Marie Solange Ngueka_...
 
Past_Present_Future_MEEM Spatial Data & GIS Mapping1
Past_Present_Future_MEEM Spatial Data & GIS Mapping1Past_Present_Future_MEEM Spatial Data & GIS Mapping1
Past_Present_Future_MEEM Spatial Data & GIS Mapping1
 

More from MEASURE Evaluation

Managing missing values in routinely reported data: One approach from the Dem...
Managing missing values in routinely reported data: One approach from the Dem...Managing missing values in routinely reported data: One approach from the Dem...
Managing missing values in routinely reported data: One approach from the Dem...
MEASURE Evaluation
 
Use of Routine Data for Economic Evaluations
Use of Routine Data for Economic EvaluationsUse of Routine Data for Economic Evaluations
Use of Routine Data for Economic Evaluations
MEASURE Evaluation
 
Routine data use in evaluation: practical guidance
Routine data use in evaluation: practical guidanceRoutine data use in evaluation: practical guidance
Routine data use in evaluation: practical guidance
MEASURE Evaluation
 
Tuberculosis/HIV Mobility Study: Objectives and Background
Tuberculosis/HIV Mobility Study: Objectives and BackgroundTuberculosis/HIV Mobility Study: Objectives and Background
Tuberculosis/HIV Mobility Study: Objectives and Background
MEASURE Evaluation
 
How to improve the capabilities of health information systems to address emer...
How to improve the capabilities of health information systems to address emer...How to improve the capabilities of health information systems to address emer...
How to improve the capabilities of health information systems to address emer...
MEASURE Evaluation
 
LCI Evaluation Uganda Organizational Network Analysis
LCI Evaluation Uganda Organizational Network AnalysisLCI Evaluation Uganda Organizational Network Analysis
LCI Evaluation Uganda Organizational Network Analysis
MEASURE Evaluation
 
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
MEASURE Evaluation
 
Understanding Referral Networks for Adolescent Girls and Young Women
Understanding Referral Networks for Adolescent Girls and Young WomenUnderstanding Referral Networks for Adolescent Girls and Young Women
Understanding Referral Networks for Adolescent Girls and Young Women
MEASURE Evaluation
 
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping MethodData for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
MEASURE Evaluation
 
Local Capacity Initiative (LCI) Evaluation
Local Capacity Initiative (LCI) EvaluationLocal Capacity Initiative (LCI) Evaluation
Local Capacity Initiative (LCI) Evaluation
MEASURE Evaluation
 
Development and Validation of a Reproductive Empowerment Scale
Development and Validation of a Reproductive Empowerment ScaleDevelopment and Validation of a Reproductive Empowerment Scale
Development and Validation of a Reproductive Empowerment Scale
MEASURE Evaluation
 
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
MEASURE Evaluation
 
Using Most Significant Change in a Mixed-Methods Evaluation in Uganda
Using Most Significant Change in a Mixed-Methods Evaluation in UgandaUsing Most Significant Change in a Mixed-Methods Evaluation in Uganda
Using Most Significant Change in a Mixed-Methods Evaluation in Uganda
MEASURE Evaluation
 
Lessons Learned In Using the Most Significant Change Technique in Evaluation
Lessons Learned In Using the Most Significant Change Technique in EvaluationLessons Learned In Using the Most Significant Change Technique in Evaluation
Lessons Learned In Using the Most Significant Change Technique in Evaluation
MEASURE Evaluation
 
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
MEASURE Evaluation
 
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
MEASURE Evaluation
 
Lessons learned in using process tracing for evaluation
Lessons learned in using process tracing for evaluationLessons learned in using process tracing for evaluation
Lessons learned in using process tracing for evaluation
MEASURE Evaluation
 
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
MEASURE Evaluation
 
Sustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
Sustaining the Impact: MEASURE Evaluation Conversation on Health InformaticsSustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
Sustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
MEASURE Evaluation
 
7 Steps to EnGendering Evaluations of HIV programs with Adolescent Girls and ...
7 Steps to EnGendering Evaluations of HIV programs with Adolescent Girls and ...7 Steps to EnGendering Evaluations of HIV programs with Adolescent Girls and ...
7 Steps to EnGendering Evaluations of HIV programs with Adolescent Girls and ...
MEASURE Evaluation
 

More from MEASURE Evaluation (20)

Managing missing values in routinely reported data: One approach from the Dem...
Managing missing values in routinely reported data: One approach from the Dem...Managing missing values in routinely reported data: One approach from the Dem...
Managing missing values in routinely reported data: One approach from the Dem...
 
Use of Routine Data for Economic Evaluations
Use of Routine Data for Economic EvaluationsUse of Routine Data for Economic Evaluations
Use of Routine Data for Economic Evaluations
 
Routine data use in evaluation: practical guidance
Routine data use in evaluation: practical guidanceRoutine data use in evaluation: practical guidance
Routine data use in evaluation: practical guidance
 
Tuberculosis/HIV Mobility Study: Objectives and Background
Tuberculosis/HIV Mobility Study: Objectives and BackgroundTuberculosis/HIV Mobility Study: Objectives and Background
Tuberculosis/HIV Mobility Study: Objectives and Background
 
How to improve the capabilities of health information systems to address emer...
How to improve the capabilities of health information systems to address emer...How to improve the capabilities of health information systems to address emer...
How to improve the capabilities of health information systems to address emer...
 
LCI Evaluation Uganda Organizational Network Analysis
LCI Evaluation Uganda Organizational Network AnalysisLCI Evaluation Uganda Organizational Network Analysis
LCI Evaluation Uganda Organizational Network Analysis
 
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
 
Understanding Referral Networks for Adolescent Girls and Young Women
Understanding Referral Networks for Adolescent Girls and Young WomenUnderstanding Referral Networks for Adolescent Girls and Young Women
Understanding Referral Networks for Adolescent Girls and Young Women
 
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping MethodData for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
 
Local Capacity Initiative (LCI) Evaluation
Local Capacity Initiative (LCI) EvaluationLocal Capacity Initiative (LCI) Evaluation
Local Capacity Initiative (LCI) Evaluation
 
Development and Validation of a Reproductive Empowerment Scale
Development and Validation of a Reproductive Empowerment ScaleDevelopment and Validation of a Reproductive Empowerment Scale
Development and Validation of a Reproductive Empowerment Scale
 
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
 
Using Most Significant Change in a Mixed-Methods Evaluation in Uganda
Using Most Significant Change in a Mixed-Methods Evaluation in UgandaUsing Most Significant Change in a Mixed-Methods Evaluation in Uganda
Using Most Significant Change in a Mixed-Methods Evaluation in Uganda
 
Lessons Learned In Using the Most Significant Change Technique in Evaluation
Lessons Learned In Using the Most Significant Change Technique in EvaluationLessons Learned In Using the Most Significant Change Technique in Evaluation
Lessons Learned In Using the Most Significant Change Technique in Evaluation
 
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
 
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
 
Lessons learned in using process tracing for evaluation
Lessons learned in using process tracing for evaluationLessons learned in using process tracing for evaluation
Lessons learned in using process tracing for evaluation
 
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
 
Sustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
Sustaining the Impact: MEASURE Evaluation Conversation on Health InformaticsSustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
Sustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
 
7 Steps to EnGendering Evaluations of HIV programs with Adolescent Girls and ...
7 Steps to EnGendering Evaluations of HIV programs with Adolescent Girls and ...7 Steps to EnGendering Evaluations of HIV programs with Adolescent Girls and ...
7 Steps to EnGendering Evaluations of HIV programs with Adolescent Girls and ...
 

Recently uploaded

ikea_woodgreen_petscharity_dog-alogue_digital.pdf
ikea_woodgreen_petscharity_dog-alogue_digital.pdfikea_woodgreen_petscharity_dog-alogue_digital.pdf
ikea_woodgreen_petscharity_dog-alogue_digital.pdf
agatadrynko
 
Enterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdfEnterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdf
KaiNexus
 
RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...
RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...
RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...
BBPMedia1
 
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
BBPMedia1
 
20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
tjcomstrang
 
Digital Transformation and IT Strategy Toolkit and Templates
Digital Transformation and IT Strategy Toolkit and TemplatesDigital Transformation and IT Strategy Toolkit and Templates
Digital Transformation and IT Strategy Toolkit and Templates
Aurelien Domont, MBA
 
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n PrintAffordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Navpack & Print
 
3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx
tanyjahb
 
The-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic managementThe-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic management
Bojamma2
 
Exploring Patterns of Connection with Social Dreaming
Exploring Patterns of Connection with Social DreamingExploring Patterns of Connection with Social Dreaming
Exploring Patterns of Connection with Social Dreaming
Nicola Wreford-Howard
 
Kseniya Leshchenko: Shared development support service model as the way to ma...
Kseniya Leshchenko: Shared development support service model as the way to ma...Kseniya Leshchenko: Shared development support service model as the way to ma...
Kseniya Leshchenko: Shared development support service model as the way to ma...
Lviv Startup Club
 
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Arihant Webtech Pvt. Ltd
 
Unveiling the Secrets How Does Generative AI Work.pdf
Unveiling the Secrets How Does Generative AI Work.pdfUnveiling the Secrets How Does Generative AI Work.pdf
Unveiling the Secrets How Does Generative AI Work.pdf
Sam H
 
The effects of customers service quality and online reviews on customer loyal...
The effects of customers service quality and online reviews on customer loyal...The effects of customers service quality and online reviews on customer loyal...
The effects of customers service quality and online reviews on customer loyal...
balatucanapplelovely
 
The Parable of the Pipeline a book every new businessman or business student ...
The Parable of the Pipeline a book every new businessman or business student ...The Parable of the Pipeline a book every new businessman or business student ...
The Parable of the Pipeline a book every new businessman or business student ...
awaisafdar
 
Brand Analysis for an artist named Struan
Brand Analysis for an artist named StruanBrand Analysis for an artist named Struan
Brand Analysis for an artist named Struan
sarahvanessa51503
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
dylandmeas
 
What are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdfWhat are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdf
HumanResourceDimensi1
 
amptalk_RecruitingDeck_english_2024.06.05
amptalk_RecruitingDeck_english_2024.06.05amptalk_RecruitingDeck_english_2024.06.05
amptalk_RecruitingDeck_english_2024.06.05
marketing317746
 
Skye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto AirportSkye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto Airport
marketingjdass
 

Recently uploaded (20)

ikea_woodgreen_petscharity_dog-alogue_digital.pdf
ikea_woodgreen_petscharity_dog-alogue_digital.pdfikea_woodgreen_petscharity_dog-alogue_digital.pdf
ikea_woodgreen_petscharity_dog-alogue_digital.pdf
 
Enterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdfEnterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdf
 
RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...
RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...
RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...
 
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
 
20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
 
Digital Transformation and IT Strategy Toolkit and Templates
Digital Transformation and IT Strategy Toolkit and TemplatesDigital Transformation and IT Strategy Toolkit and Templates
Digital Transformation and IT Strategy Toolkit and Templates
 
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n PrintAffordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n Print
 
3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx
 
The-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic managementThe-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic management
 
Exploring Patterns of Connection with Social Dreaming
Exploring Patterns of Connection with Social DreamingExploring Patterns of Connection with Social Dreaming
Exploring Patterns of Connection with Social Dreaming
 
Kseniya Leshchenko: Shared development support service model as the way to ma...
Kseniya Leshchenko: Shared development support service model as the way to ma...Kseniya Leshchenko: Shared development support service model as the way to ma...
Kseniya Leshchenko: Shared development support service model as the way to ma...
 
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
 
Unveiling the Secrets How Does Generative AI Work.pdf
Unveiling the Secrets How Does Generative AI Work.pdfUnveiling the Secrets How Does Generative AI Work.pdf
Unveiling the Secrets How Does Generative AI Work.pdf
 
The effects of customers service quality and online reviews on customer loyal...
The effects of customers service quality and online reviews on customer loyal...The effects of customers service quality and online reviews on customer loyal...
The effects of customers service quality and online reviews on customer loyal...
 
The Parable of the Pipeline a book every new businessman or business student ...
The Parable of the Pipeline a book every new businessman or business student ...The Parable of the Pipeline a book every new businessman or business student ...
The Parable of the Pipeline a book every new businessman or business student ...
 
Brand Analysis for an artist named Struan
Brand Analysis for an artist named StruanBrand Analysis for an artist named Struan
Brand Analysis for an artist named Struan
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
 
What are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdfWhat are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdf
 
amptalk_RecruitingDeck_english_2024.06.05
amptalk_RecruitingDeck_english_2024.06.05amptalk_RecruitingDeck_english_2024.06.05
amptalk_RecruitingDeck_english_2024.06.05
 
Skye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto AirportSkye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto Airport
 

Harnessing mHealth to Monitor Different Epidemics within One Country: Experience from Mali

  • 1. 6th MIM Panafrican Malaria Conference Durban, SA October 6-11, 2013 Harnessing mHealth to monitor different epidemics within one country: Experience from Mali Jean-Marie NGbichi, MEAUSURE Evaluation / ICF International
  • 2. Background  Malaria is one of the major causes of morbidity and mortality in Mali  Difference transmission zones due to the variation in climate  Many internally displaced persons due to recent political events  National RHIS don’t fully address malaria control needs - Not all key malaria indicators Low timeliness, completeness, low quality of data Data only available on annually
  • 3. Objectives  Update the data collection form  Build capacity to collect and analyze data  Introduce innovative technologies (mobile phone , internet)  Improve timeliness and completeness of reporting
  • 4. Location of the Pilot Districts Region of Mopti Mopti district Bandiagara district Region of Ségou Niono district Macina district
  • 5. Methods  Develop the core paper form  Develop the core application  Provide equipment - Mobile phones Cell phone network Server from Ministry of Health  Train health workers  Collect and process data  Supervise
  • 6. Core Paper Form – Collect Data         Région Médicale   District Sanitaire                                                   Formulaire de Collecte de données - Données sur l'Information de Routine du PNLP - Niveau District Sanitaire (Csréf/Cscom)                           Mois   Année               Rupture de stock CTA pendant le mois (Oui, Non) Etablissement sanitaire             Consultation   CTA Nourisson - Enfant   Classification < 5 ans 5 ans et plus Femmes enceintes   CTA Adolescent    Total consultation, toutes causes confondues            CTA Adulte   Nbre de Cas de paludisme (Tous suspectés)                    PEC de cas de Paludisme grave Cas de paludisme testés (GE et/ou TDR)           Rupture de soctk OUI/NON Cas de paludisme confirmés (GE et/ou TDR)             Nbre de Cas de paludisme Simple Nbre de Cas de paludisme Grave Nbre de Cas traités avec CTA             Classification           < 5 ans     Décès   5 ans et plus   Cas de décès pour paludisme      Total cas de décès toutes causes confondues               Moustiquaires imprégnées d'insecticide distribuées     Classification     Nombre de moustiquaires distribuées                                                          Arthemether injectable Quinine Injectable Serum Glucosé 10%         Rupture de stock pendant le mois O/N (Oui, Non)       MILD        TDR       Femmes enceintes           SP            CPN/SP des femmes enceintes   (nbre)                                CPN  SP 1 SP 2                                   Femmes enceintes   < 5 ans                 Femmes enceintes           Hospitalisations  + 5 ans < 5 ans   Total Hospitalisés Paludisme Total Hospitalisations toutes causes    confondues           Classification                   Nom et Prénom : _______________________ Le Responsable CSCom/CSRéf Date : ___________________/20___                                  
  • 9. Data Flow Central MoH (ANTIM) Cell phone service Providers Server Server Data Data D ata use - NMCP/Regions/Districts - MEASURE Eval, others … Data analysis/use  decision making Data use: (NMCP/ANTIM) Data analysis/use  Decision INTERNET 3 RefHC 63 ComHC - Fill paper forms - Transcribe data in SMS code - Send SMS 3 Districts Validate ComHC data via internet
  • 10. Outputs: Example of  Table ALL AGE jan-12 Nb Total consultation (All causes) feb-12 (%) 59744 Nb mar-12 (%) 61314 Nb apr-12 (%) Nb 70834 may-12 (%) 67244 Nb jun-12 (%) 63688 Nb jul-12 (%) 64204 Nb aug-12 (%) 87157 Nb sept-12 (%) 131373 Nb TOTAL (%) 11256 0 Nb (%) 718118 Malaria Suspect case 21980 (37%) 20291 (33%) 24466 (35%) 20812 (31%) 20578 (32%) 18601 (29%) 41356 (47%) 70462 (54%) 64802 (58%) 303348 (42%) Suspect cases tested RTD/Micros) 17261 (79%) 17929 (88%) 22391 (92%) 19926 (96%) 19576 (95%) 17010 (91%) 40138 (97%) 68087 (97%) 62308 (96%) 284626 (94%) Positive cases 12741 (74%) 13466 (75%) 16540 (74%) 12302 (62%) 13106 (67%) 11738 (69%) 29879 (74%) 55430 (81%) 50091 (80%) 215293 (76%) Simple malaria cases 8760 (69%) 9427 (70%) 11600 (70%) 8474 (69%) 8866 (68%) 8219 (70%) 18561 (62% 34123 (62%) 31593 (63%) 139623 (65%) Severe malaria cases 3870 (30%) 3928 (29%) 4708 (28%) 3801 (31%) 4207 (32%) 3426 (29%) 11312 (38%) 21083 (38%) 18390 (37%) 74725 (35%)
  • 11. Outputs: Example of Graphs % Timeliness of reporting (%) Nb malaria confirmed cases % Suspected cases tested % facilities without stocks outs
  • 12. Availability of Data  Process helps to have real time pictures on malaria routine indicators: - testing of malaria suspect cases cases treatment with ACT stock outs (CTA, RTD, ITN, SP) malaria deaths ….
  • 13. Data use  Data use at district level -  Data available at monthly basis Help to monitor malaria core routine indicators at district level Help to discuss malaria control issues during quarterly meetings: reporting gaps, data quality, indicators trends …  decisions to improve malaria activities  Data use at central level - MOH (NMCP/ANTIM) is developing a bulletin using data generated by the system ‘‘Mobile Info’’ is used for advocacy and decision making - -
  • 14. SLIS vs. Mobile Reporting RHIS Mob reporting Facilities Timeliness of reporting < 30% > 95 % Completeness of reporting < 80% > 95% Work load: data transcription on SMS codes NA 15-30 minutes Average time for to send data at upper level One to several week Immediately
  • 15. Challenges  Need further improvement in data quality - Maintain field supervision visits Have periodic data quality assessment • •  quality control from registers to monthly data collection form from monthly data collection form to central level data (server) Data use at district, central levels - Notable progress Needs to be reinforced
  • 16. Way Forward  Strengthen the process in pilot districts - Increase completeness of reporting Improve analysis program to allow customized analysis -  Strengthen data use at district , central levels Promote culture of data use through technical support including training
  • 17. Way Forward (2) Ensure progressive scale up of mreporting - Progressive nationwide scale up: MOH (ANTIM) intranet underway (involved other partners: UNFPA, Red Cross …)  Explore feasibility of mreporting at community level Help tracking the efforts of community health workers and improve CBIS.  
  • 18. Conclusion  Mobile reporting system set with MEASURE Evaluation assistance in Mali improve timeliness, completeness and quality of data  The process became a reference within the health system in terms of data production using new technologies: - While still improving, it already serves for data reporting needs in other health areas. - Appropriate for local environment marked by turnover of health workers - Affordable: development of the application, follow up, and recurrent operational costs - System rung despite the crisis situation  Continues giving real time pictures of core malaria indicators needed to inform decision making
  • 19. Acknowledgements  MOH central departments: NMCP, ANTIM, DNS, CPC  MOH decentralized entities: Health Regions (Ségou, Mopti) health districts in Bamako & Ségou especially Niono & Macina, Mopti, Bandiagara, health facilities (CSComs CSRef)  Local private partners: Yeleman, Malitel, Orange Mali  USAID/PMI, WHO Mali  Yeleman
  • 20. MEASURE Evaluation is a MEASURE program project funded by the U.S. Agency for International Development (USAID) through Cooperative Agreement GHA-A-0008-00003-00 and is implemented by the Carolina Population Center at the University of North Carolina at Chapel Hill, in partnership with Futures Group International, John Snow, Inc., ICF Macro, Management Sciences for Health, and Tulane University. Visit us online at http://www.cpc.unc.edu/measure. Thank You!

Editor's Notes

  1. Reports writing by MOH counterparts (central, regional, district levels) still remains a challenge to overcome by continuous technical support to partners Data collected should serve to write sound reports providing relevant information to guide decision making at central, district and even facilities levels Reports writing by MOH counterparts (central, regional, district levels) still remains a challenge to overcome by continuous technical support to partner
  2. Reports writing by MOH counterparts (central, regional, district levels) still remains a challenge to overcome by continuous technical support to partners Data collected should serve to write sound reports providing relevant information to guide decision making at central, district and even facilities levels Reports writing by MOH counterparts (central, regional, district levels) still remains a challenge to overcome by continuous technical support to partner