SlideShare a Scribd company logo
THEME: DATA AND INDICATOR
AUTHOR: M G Kibria1
SIAPS / Management Sciences for Health (MSH), Bangladesh
PRESENTER: Mohammad Golam Kibria, Senior Technical Advisor,
SIAPS/ Management Sciences for Health (MSH), Bangladesh
MODE OF PRESENTATION: PowerPoint
Title: Data-Driven Supply Planning and Decision-making Leads to Cost-Savings and Greater Access to
Contraceptives at Service Delivery Points
Background: In Bangladesh, accurate forecasting of essential health commodities, including
contraceptives, remains a challenge. Though recording and reporting on stock-levels is recognized as a
critical component of the supply chain management cycle, the linkages between facility-level
information and national-level program policies and plans have traditionally been weak. When accurate
data are available, evidence-based decisions on commodity financing and procurement can be made.
Purpose: Studies indicate that the absence of a national coordination mechanism and limited technical
capacity to forecast for contraceptives have compelled the Directorate General of Family Planning
(DGFP) to rely on past distribution data; producing stock imbalances, overstocking of contraceptives and
stock-outs with a preponderance of emergency orders. It ultimately wastes money and compromises
the integrity of FP program.
Methodology: In 2012, the USAID-funded Systems for Improved Access to Pharmaceuticals and Services
(SIAPS) Program, implemented by MSH, worked with DGFP to create “Forecasting Working Group”,
tasked with forecasting needs and ensuring that resources are allocated.
With SIAPS support, DGFP made a five-year (2012-2016) forecast and a two-year supply plan using
available data, generating programmatic scenarios for future need.
Findings: As a result, DGFP decided not to make anticipated procurements of 65,000 implants in FY
2012-13 and 410,000 implants for FY 2014-15, respectively leading to $1.38 million and $4.1 million in
savings.
Interpretation: Availability of contraceptives at service delivery points (SDPs) also improved. A pre-post
analysis showed significant reduction in stock-out rates for contraceptives at SDP level from 1.63% in
February 2014 to 0.28% in January 2015 (R Squared=59%).
Originality: Analysis and sharing of available information across systems and stakeholders is crucial for
improved decision-making and ensures that people have contraceptives available that are affordable,
safe, effective, and of assured quality.
1
Corresponding author: mkibria@msh.org

More Related Content

What's hot

MACRA 071916
MACRA   071916MACRA   071916
MACRA 071916
Tyler Barnett
 
Measuring and Evaluating Reproductive Health Initiatives
Measuring and Evaluating Reproductive Health Initiatives Measuring and Evaluating Reproductive Health Initiatives
Measuring and Evaluating Reproductive Health Initiatives
MEASURE Evaluation
 
How to design effective and efficient real world trials TB Evidence 2014 10.2...
How to design effective and efficient real world trials TB Evidence 2014 10.2...How to design effective and efficient real world trials TB Evidence 2014 10.2...
How to design effective and efficient real world trials TB Evidence 2014 10.2...Todd Berner MD
 
Information Products to Drive Decision Making
Information Products to Drive Decision  MakingInformation Products to Drive Decision  Making
Information Products to Drive Decision Making
MEASURE Evaluation
 
eHealth/mHealth: Building Fundamentals in South Africa through the SIFSA Asso...
eHealth/mHealth: Building Fundamentals in South Africa through the SIFSA Asso...eHealth/mHealth: Building Fundamentals in South Africa through the SIFSA Asso...
eHealth/mHealth: Building Fundamentals in South Africa through the SIFSA Asso...
MEASURE Evaluation
 
Managing Cost in the Era of Healthcare Reform
Managing Cost in the Era of Healthcare Reform  Managing Cost in the Era of Healthcare Reform
Managing Cost in the Era of Healthcare Reform
Mikan Associates
 
Medisafe_What's Next in RWE_mHealth Israel
Medisafe_What's Next in RWE_mHealth IsraelMedisafe_What's Next in RWE_mHealth Israel
Medisafe_What's Next in RWE_mHealth Israel
Levi Shapiro
 
Health Economics Research: 
Collaborating with ACOs to Improve Patient Data
Health Economics Research: 
Collaborating with ACOs to Improve Patient DataHealth Economics Research: 
Collaborating with ACOs to Improve Patient Data
Health Economics Research: 
Collaborating with ACOs to Improve Patient Data
Todd Berner MD
 
A comprehensive framework of indicators to track progress on nutrition in Ind...
A comprehensive framework of indicators to track progress on nutrition in Ind...A comprehensive framework of indicators to track progress on nutrition in Ind...
A comprehensive framework of indicators to track progress on nutrition in Ind...
POSHAN
 
Generating Quality Data through Collaborative Research with an ACO
Generating Quality Data through Collaborative Research with an ACOGenerating Quality Data through Collaborative Research with an ACO
Generating Quality Data through Collaborative Research with an ACO
Todd Berner MD
 
Week 12 LVT
Week 12 LVTWeek 12 LVT
Week 12 LVT
longtran_84
 
Precision Oncology adoption: The future is now
Precision Oncology adoption: The future is nowPrecision Oncology adoption: The future is now
Precision Oncology adoption: The future is now
accenture
 
Using Demographic Data to Forecast Contraceptive Implant Demand Underestimate...
Using Demographic Data to Forecast Contraceptive Implant Demand Underestimate...Using Demographic Data to Forecast Contraceptive Implant Demand Underestimate...
Using Demographic Data to Forecast Contraceptive Implant Demand Underestimate...
JSI
 
Clinical Data Management Agenda
Clinical Data Management AgendaClinical Data Management Agenda
Clinical Data Management AgendaTracey Zdravkovic
 
What Makes a Good Performance Management Plan? A new tool for managers
 What Makes a Good Performance Management Plan? A new tool for managers What Makes a Good Performance Management Plan? A new tool for managers
What Makes a Good Performance Management Plan? A new tool for managers
MEASURE Evaluation
 
Improving Health Information Systems to Meet the Needs of the Health Sector
Improving Health Information Systems to Meet the Needs of the Health SectorImproving Health Information Systems to Meet the Needs of the Health Sector
Improving Health Information Systems to Meet the Needs of the Health Sector
MEASURE Evaluation
 
Susan Marks Resume 2015-external
Susan Marks Resume 2015-externalSusan Marks Resume 2015-external
Susan Marks Resume 2015-externalSusan Marks
 
The Evolution of Drug Development and Market Access via Connected Data-Driven...
The Evolution of Drug Development and Market Access via Connected Data-Driven...The Evolution of Drug Development and Market Access via Connected Data-Driven...
The Evolution of Drug Development and Market Access via Connected Data-Driven...
PAREXEL International
 
Conducting High Impact Research: Building data ownership and improving data use
Conducting High Impact Research: Building data ownership and improving data useConducting High Impact Research: Building data ownership and improving data use
Conducting High Impact Research: Building data ownership and improving data use
MEASURE Evaluation
 

What's hot (20)

MACRA 071916
MACRA   071916MACRA   071916
MACRA 071916
 
Measuring and Evaluating Reproductive Health Initiatives
Measuring and Evaluating Reproductive Health Initiatives Measuring and Evaluating Reproductive Health Initiatives
Measuring and Evaluating Reproductive Health Initiatives
 
How to design effective and efficient real world trials TB Evidence 2014 10.2...
How to design effective and efficient real world trials TB Evidence 2014 10.2...How to design effective and efficient real world trials TB Evidence 2014 10.2...
How to design effective and efficient real world trials TB Evidence 2014 10.2...
 
Information Products to Drive Decision Making
Information Products to Drive Decision  MakingInformation Products to Drive Decision  Making
Information Products to Drive Decision Making
 
eHealth/mHealth: Building Fundamentals in South Africa through the SIFSA Asso...
eHealth/mHealth: Building Fundamentals in South Africa through the SIFSA Asso...eHealth/mHealth: Building Fundamentals in South Africa through the SIFSA Asso...
eHealth/mHealth: Building Fundamentals in South Africa through the SIFSA Asso...
 
Managing Cost in the Era of Healthcare Reform
Managing Cost in the Era of Healthcare Reform  Managing Cost in the Era of Healthcare Reform
Managing Cost in the Era of Healthcare Reform
 
Medisafe_What's Next in RWE_mHealth Israel
Medisafe_What's Next in RWE_mHealth IsraelMedisafe_What's Next in RWE_mHealth Israel
Medisafe_What's Next in RWE_mHealth Israel
 
Health Economics Research: 
Collaborating with ACOs to Improve Patient Data
Health Economics Research: 
Collaborating with ACOs to Improve Patient DataHealth Economics Research: 
Collaborating with ACOs to Improve Patient Data
Health Economics Research: 
Collaborating with ACOs to Improve Patient Data
 
A comprehensive framework of indicators to track progress on nutrition in Ind...
A comprehensive framework of indicators to track progress on nutrition in Ind...A comprehensive framework of indicators to track progress on nutrition in Ind...
A comprehensive framework of indicators to track progress on nutrition in Ind...
 
Generating Quality Data through Collaborative Research with an ACO
Generating Quality Data through Collaborative Research with an ACOGenerating Quality Data through Collaborative Research with an ACO
Generating Quality Data through Collaborative Research with an ACO
 
Week 12 LVT
Week 12 LVTWeek 12 LVT
Week 12 LVT
 
Precision Oncology adoption: The future is now
Precision Oncology adoption: The future is nowPrecision Oncology adoption: The future is now
Precision Oncology adoption: The future is now
 
Using Demographic Data to Forecast Contraceptive Implant Demand Underestimate...
Using Demographic Data to Forecast Contraceptive Implant Demand Underestimate...Using Demographic Data to Forecast Contraceptive Implant Demand Underestimate...
Using Demographic Data to Forecast Contraceptive Implant Demand Underestimate...
 
Clinical Data Management Agenda
Clinical Data Management AgendaClinical Data Management Agenda
Clinical Data Management Agenda
 
What Makes a Good Performance Management Plan? A new tool for managers
 What Makes a Good Performance Management Plan? A new tool for managers What Makes a Good Performance Management Plan? A new tool for managers
What Makes a Good Performance Management Plan? A new tool for managers
 
Improving Health Information Systems to Meet the Needs of the Health Sector
Improving Health Information Systems to Meet the Needs of the Health SectorImproving Health Information Systems to Meet the Needs of the Health Sector
Improving Health Information Systems to Meet the Needs of the Health Sector
 
Susan Marks Resume 2015-external
Susan Marks Resume 2015-externalSusan Marks Resume 2015-external
Susan Marks Resume 2015-external
 
Health IT seminar review
Health IT seminar reviewHealth IT seminar review
Health IT seminar review
 
The Evolution of Drug Development and Market Access via Connected Data-Driven...
The Evolution of Drug Development and Market Access via Connected Data-Driven...The Evolution of Drug Development and Market Access via Connected Data-Driven...
The Evolution of Drug Development and Market Access via Connected Data-Driven...
 
Conducting High Impact Research: Building data ownership and improving data use
Conducting High Impact Research: Building data ownership and improving data useConducting High Impact Research: Building data ownership and improving data use
Conducting High Impact Research: Building data ownership and improving data use
 

Similar to Abstract universal health_coverage_kibria_final

Pharmaceutical Systems Strengthening Approaches to Improve Access to Contrace...
Pharmaceutical Systems Strengthening Approaches to Improve Access to Contrace...Pharmaceutical Systems Strengthening Approaches to Improve Access to Contrace...
Pharmaceutical Systems Strengthening Approaches to Improve Access to Contrace...
Golam Kibria Madhurza
 
RHSC bangladesh abstract
RHSC bangladesh abstractRHSC bangladesh abstract
RHSC bangladesh abstract
Golam Kibria Madhurza
 
Family Planning impact brief-Bangladesh
Family Planning impact brief-BangladeshFamily Planning impact brief-Bangladesh
Family Planning impact brief-Bangladesh
Golam Kibria MadhurZa
 
A Data Centric Approach to Driving Supply Chain Efficiency in Indonesia
A Data Centric Approach to Driving Supply Chain Efficiency in IndonesiaA Data Centric Approach to Driving Supply Chain Efficiency in Indonesia
A Data Centric Approach to Driving Supply Chain Efficiency in Indonesia
JSI
 
eLMIS case study final_bd
eLMIS case study final_bdeLMIS case study final_bd
eLMIS case study final_bd
Golam Kibria Madhurza
 
Antoine-Mafwila-Session-3A-CCIH-2017
Antoine-Mafwila-Session-3A-CCIH-2017Antoine-Mafwila-Session-3A-CCIH-2017
Antoine-Mafwila-Session-3A-CCIH-2017
Christian Connections for International Health
 
List of abstracts delivering for nutrition in india - 24 sep 2019
List of abstracts   delivering for nutrition in india - 24 sep 2019List of abstracts   delivering for nutrition in india - 24 sep 2019
List of abstracts delivering for nutrition in india - 24 sep 2019
POSHAN
 
09 03 streamlining procurement processes in bangladesh
09 03 streamlining procurement processes in bangladesh09 03 streamlining procurement processes in bangladesh
09 03 streamlining procurement processes in bangladeshGolam Kibria MadhurZa
 
Supply chain Maternal Health Supplies
Supply chain Maternal Health SuppliesSupply chain Maternal Health Supplies
Supply chain Maternal Health Supplies
Golam Kibria Madhurza
 
Leonard Kingwara publication
Leonard Kingwara publicationLeonard Kingwara publication
Leonard Kingwara publicationLeonard Kingwara
 
State of the Nation: Health Sector Leaders Panel
State of the Nation: Health Sector Leaders PanelState of the Nation: Health Sector Leaders Panel
State of the Nation: Health Sector Leaders Panel
Health Informatics New Zealand
 
Ghana Final Country Report
Ghana Final Country ReportGhana Final Country Report
Ghana Final Country Report
HFG Project
 
GIEP - Be Well - Poster for Indo-Global Health Conference
GIEP - Be Well - Poster for Indo-Global Health ConferenceGIEP - Be Well - Poster for Indo-Global Health Conference
GIEP - Be Well - Poster for Indo-Global Health Conference
jessicalroch
 
Evaluating the Cost-effectiveness of Mobile Decision Support Tools: A Malawi ...
Evaluating the Cost-effectiveness of Mobile Decision Support Tools: A Malawi ...Evaluating the Cost-effectiveness of Mobile Decision Support Tools: A Malawi ...
Evaluating the Cost-effectiveness of Mobile Decision Support Tools: A Malawi ...
HFG Project
 
project final presentation
project final presentationproject final presentation
project final presentationUpulie Wasana
 
Invitae Investment Presentation
Invitae Investment PresentationInvitae Investment Presentation
Invitae Investment Presentation
ZacharyHensley4
 
international fp conference pss-2016.final
international fp conference pss-2016.finalinternational fp conference pss-2016.final
international fp conference pss-2016.final
Golam Kibria Madhurza
 
Creating a culture for data use: It takes a system strengthening approach
 Creating a culture for data use: It takes asystem strengthening approach Creating a culture for data use: It takes asystem strengthening approach
Creating a culture for data use: It takes a system strengthening approach
Golam Kibria Madhurza
 
National Anti-TB Drugs and Laboratory Reagents and Supplies Quantification Ba...
National Anti-TB Drugs and Laboratory Reagents and Supplies Quantification Ba...National Anti-TB Drugs and Laboratory Reagents and Supplies Quantification Ba...
National Anti-TB Drugs and Laboratory Reagents and Supplies Quantification Ba...
Golam Kibria MadhurZa
 
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
 

Similar to Abstract universal health_coverage_kibria_final (20)

Pharmaceutical Systems Strengthening Approaches to Improve Access to Contrace...
Pharmaceutical Systems Strengthening Approaches to Improve Access to Contrace...Pharmaceutical Systems Strengthening Approaches to Improve Access to Contrace...
Pharmaceutical Systems Strengthening Approaches to Improve Access to Contrace...
 
RHSC bangladesh abstract
RHSC bangladesh abstractRHSC bangladesh abstract
RHSC bangladesh abstract
 
Family Planning impact brief-Bangladesh
Family Planning impact brief-BangladeshFamily Planning impact brief-Bangladesh
Family Planning impact brief-Bangladesh
 
A Data Centric Approach to Driving Supply Chain Efficiency in Indonesia
A Data Centric Approach to Driving Supply Chain Efficiency in IndonesiaA Data Centric Approach to Driving Supply Chain Efficiency in Indonesia
A Data Centric Approach to Driving Supply Chain Efficiency in Indonesia
 
eLMIS case study final_bd
eLMIS case study final_bdeLMIS case study final_bd
eLMIS case study final_bd
 
Antoine-Mafwila-Session-3A-CCIH-2017
Antoine-Mafwila-Session-3A-CCIH-2017Antoine-Mafwila-Session-3A-CCIH-2017
Antoine-Mafwila-Session-3A-CCIH-2017
 
List of abstracts delivering for nutrition in india - 24 sep 2019
List of abstracts   delivering for nutrition in india - 24 sep 2019List of abstracts   delivering for nutrition in india - 24 sep 2019
List of abstracts delivering for nutrition in india - 24 sep 2019
 
09 03 streamlining procurement processes in bangladesh
09 03 streamlining procurement processes in bangladesh09 03 streamlining procurement processes in bangladesh
09 03 streamlining procurement processes in bangladesh
 
Supply chain Maternal Health Supplies
Supply chain Maternal Health SuppliesSupply chain Maternal Health Supplies
Supply chain Maternal Health Supplies
 
Leonard Kingwara publication
Leonard Kingwara publicationLeonard Kingwara publication
Leonard Kingwara publication
 
State of the Nation: Health Sector Leaders Panel
State of the Nation: Health Sector Leaders PanelState of the Nation: Health Sector Leaders Panel
State of the Nation: Health Sector Leaders Panel
 
Ghana Final Country Report
Ghana Final Country ReportGhana Final Country Report
Ghana Final Country Report
 
GIEP - Be Well - Poster for Indo-Global Health Conference
GIEP - Be Well - Poster for Indo-Global Health ConferenceGIEP - Be Well - Poster for Indo-Global Health Conference
GIEP - Be Well - Poster for Indo-Global Health Conference
 
Evaluating the Cost-effectiveness of Mobile Decision Support Tools: A Malawi ...
Evaluating the Cost-effectiveness of Mobile Decision Support Tools: A Malawi ...Evaluating the Cost-effectiveness of Mobile Decision Support Tools: A Malawi ...
Evaluating the Cost-effectiveness of Mobile Decision Support Tools: A Malawi ...
 
project final presentation
project final presentationproject final presentation
project final presentation
 
Invitae Investment Presentation
Invitae Investment PresentationInvitae Investment Presentation
Invitae Investment Presentation
 
international fp conference pss-2016.final
international fp conference pss-2016.finalinternational fp conference pss-2016.final
international fp conference pss-2016.final
 
Creating a culture for data use: It takes a system strengthening approach
 Creating a culture for data use: It takes asystem strengthening approach Creating a culture for data use: It takes asystem strengthening approach
Creating a culture for data use: It takes a system strengthening approach
 
National Anti-TB Drugs and Laboratory Reagents and Supplies Quantification Ba...
National Anti-TB Drugs and Laboratory Reagents and Supplies Quantification Ba...National Anti-TB Drugs and Laboratory Reagents and Supplies Quantification Ba...
National Anti-TB Drugs and Laboratory Reagents and Supplies Quantification Ba...
 
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
 

More from Golam Kibria MadhurZa

UHC poster
UHC posterUHC poster
Forecasting Exercise of the Reproductive, Maternal, Newborn, and Child Health...
Forecasting Exercise of the Reproductive, Maternal, Newborn, and Child Health...Forecasting Exercise of the Reproductive, Maternal, Newborn, and Child Health...
Forecasting Exercise of the Reproductive, Maternal, Newborn, and Child Health...
Golam Kibria MadhurZa
 
National Reproductive Health Commodities Quantification Bangladesh 2012-2016
National Reproductive Health Commodities Quantification Bangladesh 2012-2016National Reproductive Health Commodities Quantification Bangladesh 2012-2016
National Reproductive Health Commodities Quantification Bangladesh 2012-2016
Golam Kibria MadhurZa
 
EPI Bangladesh vaccine forecasting exercise 2013
EPI Bangladesh vaccine forecasting exercise 2013 EPI Bangladesh vaccine forecasting exercise 2013
EPI Bangladesh vaccine forecasting exercise 2013 Golam Kibria MadhurZa
 
QuanTB Helps Ensure Medicines Availability, Averts Waste, and Saves Money in ...
QuanTB Helps Ensure Medicines Availability, Averts Waste, and Saves Money in ...QuanTB Helps Ensure Medicines Availability, Averts Waste, and Saves Money in ...
QuanTB Helps Ensure Medicines Availability, Averts Waste, and Saves Money in ...
Golam Kibria MadhurZa
 
Electronic Information Management System to Improve Recording and Reporting f...
Electronic Information Management System to Improve Recording and Reporting f...Electronic Information Management System to Improve Recording and Reporting f...
Electronic Information Management System to Improve Recording and Reporting f...
Golam Kibria MadhurZa
 
Considerations for the integration of HMIS and LMIS
Considerations for the integration of HMIS and LMIS Considerations for the integration of HMIS and LMIS
Considerations for the integration of HMIS and LMIS Golam Kibria MadhurZa
 

More from Golam Kibria MadhurZa (7)

UHC poster
UHC posterUHC poster
UHC poster
 
Forecasting Exercise of the Reproductive, Maternal, Newborn, and Child Health...
Forecasting Exercise of the Reproductive, Maternal, Newborn, and Child Health...Forecasting Exercise of the Reproductive, Maternal, Newborn, and Child Health...
Forecasting Exercise of the Reproductive, Maternal, Newborn, and Child Health...
 
National Reproductive Health Commodities Quantification Bangladesh 2012-2016
National Reproductive Health Commodities Quantification Bangladesh 2012-2016National Reproductive Health Commodities Quantification Bangladesh 2012-2016
National Reproductive Health Commodities Quantification Bangladesh 2012-2016
 
EPI Bangladesh vaccine forecasting exercise 2013
EPI Bangladesh vaccine forecasting exercise 2013 EPI Bangladesh vaccine forecasting exercise 2013
EPI Bangladesh vaccine forecasting exercise 2013
 
QuanTB Helps Ensure Medicines Availability, Averts Waste, and Saves Money in ...
QuanTB Helps Ensure Medicines Availability, Averts Waste, and Saves Money in ...QuanTB Helps Ensure Medicines Availability, Averts Waste, and Saves Money in ...
QuanTB Helps Ensure Medicines Availability, Averts Waste, and Saves Money in ...
 
Electronic Information Management System to Improve Recording and Reporting f...
Electronic Information Management System to Improve Recording and Reporting f...Electronic Information Management System to Improve Recording and Reporting f...
Electronic Information Management System to Improve Recording and Reporting f...
 
Considerations for the integration of HMIS and LMIS
Considerations for the integration of HMIS and LMIS Considerations for the integration of HMIS and LMIS
Considerations for the integration of HMIS and LMIS
 

Recently uploaded

一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单
ocavb
 
Tabula.io Cheatsheet: automate your data workflows
Tabula.io Cheatsheet: automate your data workflowsTabula.io Cheatsheet: automate your data workflows
Tabula.io Cheatsheet: automate your data workflows
alex933524
 
【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】
【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】
【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】
NABLAS株式会社
 
SOCRadar Germany 2024 Threat Landscape Report
SOCRadar Germany 2024 Threat Landscape ReportSOCRadar Germany 2024 Threat Landscape Report
SOCRadar Germany 2024 Threat Landscape Report
SOCRadar
 
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP
 
Innovative Methods in Media and Communication Research by Sebastian Kubitschk...
Innovative Methods in Media and Communication Research by Sebastian Kubitschk...Innovative Methods in Media and Communication Research by Sebastian Kubitschk...
Innovative Methods in Media and Communication Research by Sebastian Kubitschk...
correoyaya
 
Best best suvichar in gujarati english meaning of this sentence as Silk road ...
Best best suvichar in gujarati english meaning of this sentence as Silk road ...Best best suvichar in gujarati english meaning of this sentence as Silk road ...
Best best suvichar in gujarati english meaning of this sentence as Silk road ...
AbhimanyuSinha9
 
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP
 
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdfCh03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
haila53
 
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Subhajit Sahu
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
ewymefz
 
一比一原版(YU毕业证)约克大学毕业证成绩单
一比一原版(YU毕业证)约克大学毕业证成绩单一比一原版(YU毕业证)约克大学毕业证成绩单
一比一原版(YU毕业证)约克大学毕业证成绩单
enxupq
 
一比一原版(CBU毕业证)卡普顿大学毕业证成绩单
一比一原版(CBU毕业证)卡普顿大学毕业证成绩单一比一原版(CBU毕业证)卡普顿大学毕业证成绩单
一比一原版(CBU毕业证)卡普顿大学毕业证成绩单
nscud
 
Investigate & Recover / StarCompliance.io / Crypto_Crimes
Investigate & Recover / StarCompliance.io / Crypto_CrimesInvestigate & Recover / StarCompliance.io / Crypto_Crimes
Investigate & Recover / StarCompliance.io / Crypto_Crimes
StarCompliance.io
 
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
vcaxypu
 
社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .
NABLAS株式会社
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
jerlynmaetalle
 
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
ewymefz
 
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdfSample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Linda486226
 
一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单
ewymefz
 

Recently uploaded (20)

一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单一比一原版(TWU毕业证)西三一大学毕业证成绩单
一比一原版(TWU毕业证)西三一大学毕业证成绩单
 
Tabula.io Cheatsheet: automate your data workflows
Tabula.io Cheatsheet: automate your data workflowsTabula.io Cheatsheet: automate your data workflows
Tabula.io Cheatsheet: automate your data workflows
 
【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】
【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】
【社内勉強会資料_Octo: An Open-Source Generalist Robot Policy】
 
SOCRadar Germany 2024 Threat Landscape Report
SOCRadar Germany 2024 Threat Landscape ReportSOCRadar Germany 2024 Threat Landscape Report
SOCRadar Germany 2024 Threat Landscape Report
 
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
 
Innovative Methods in Media and Communication Research by Sebastian Kubitschk...
Innovative Methods in Media and Communication Research by Sebastian Kubitschk...Innovative Methods in Media and Communication Research by Sebastian Kubitschk...
Innovative Methods in Media and Communication Research by Sebastian Kubitschk...
 
Best best suvichar in gujarati english meaning of this sentence as Silk road ...
Best best suvichar in gujarati english meaning of this sentence as Silk road ...Best best suvichar in gujarati english meaning of this sentence as Silk road ...
Best best suvichar in gujarati english meaning of this sentence as Silk road ...
 
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
 
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdfCh03-Managing the Object-Oriented Information Systems Project a.pdf
Ch03-Managing the Object-Oriented Information Systems Project a.pdf
 
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
 
一比一原版(YU毕业证)约克大学毕业证成绩单
一比一原版(YU毕业证)约克大学毕业证成绩单一比一原版(YU毕业证)约克大学毕业证成绩单
一比一原版(YU毕业证)约克大学毕业证成绩单
 
一比一原版(CBU毕业证)卡普顿大学毕业证成绩单
一比一原版(CBU毕业证)卡普顿大学毕业证成绩单一比一原版(CBU毕业证)卡普顿大学毕业证成绩单
一比一原版(CBU毕业证)卡普顿大学毕业证成绩单
 
Investigate & Recover / StarCompliance.io / Crypto_Crimes
Investigate & Recover / StarCompliance.io / Crypto_CrimesInvestigate & Recover / StarCompliance.io / Crypto_Crimes
Investigate & Recover / StarCompliance.io / Crypto_Crimes
 
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
一比一原版(ArtEZ毕业证)ArtEZ艺术学院毕业证成绩单
 
社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
 
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
一比一原版(UofM毕业证)明尼苏达大学毕业证成绩单
 
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdfSample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
Sample_Global Non-invasive Prenatal Testing (NIPT) Market, 2019-2030.pdf
 
一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单
 

Abstract universal health_coverage_kibria_final

  • 1. THEME: DATA AND INDICATOR AUTHOR: M G Kibria1 SIAPS / Management Sciences for Health (MSH), Bangladesh PRESENTER: Mohammad Golam Kibria, Senior Technical Advisor, SIAPS/ Management Sciences for Health (MSH), Bangladesh MODE OF PRESENTATION: PowerPoint Title: Data-Driven Supply Planning and Decision-making Leads to Cost-Savings and Greater Access to Contraceptives at Service Delivery Points Background: In Bangladesh, accurate forecasting of essential health commodities, including contraceptives, remains a challenge. Though recording and reporting on stock-levels is recognized as a critical component of the supply chain management cycle, the linkages between facility-level information and national-level program policies and plans have traditionally been weak. When accurate data are available, evidence-based decisions on commodity financing and procurement can be made. Purpose: Studies indicate that the absence of a national coordination mechanism and limited technical capacity to forecast for contraceptives have compelled the Directorate General of Family Planning (DGFP) to rely on past distribution data; producing stock imbalances, overstocking of contraceptives and stock-outs with a preponderance of emergency orders. It ultimately wastes money and compromises the integrity of FP program. Methodology: In 2012, the USAID-funded Systems for Improved Access to Pharmaceuticals and Services (SIAPS) Program, implemented by MSH, worked with DGFP to create “Forecasting Working Group”, tasked with forecasting needs and ensuring that resources are allocated. With SIAPS support, DGFP made a five-year (2012-2016) forecast and a two-year supply plan using available data, generating programmatic scenarios for future need. Findings: As a result, DGFP decided not to make anticipated procurements of 65,000 implants in FY 2012-13 and 410,000 implants for FY 2014-15, respectively leading to $1.38 million and $4.1 million in savings. Interpretation: Availability of contraceptives at service delivery points (SDPs) also improved. A pre-post analysis showed significant reduction in stock-out rates for contraceptives at SDP level from 1.63% in February 2014 to 0.28% in January 2015 (R Squared=59%). Originality: Analysis and sharing of available information across systems and stakeholders is crucial for improved decision-making and ensures that people have contraceptives available that are affordable, safe, effective, and of assured quality. 1 Corresponding author: mkibria@msh.org