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Data Based Intelligence
Page 2
Agenda
Scenarios of Economic Intelligence Unit
Sample Dashboards from Open Data.Gov
Data based Intelligence
Managing Performance and Perceptions
Page 3
Agenda
Scenarios of Economic Intelligence Unit
Sample Dashboards from Open Data.Gov
Data based Intelligence
Managing Performance and Perceptions
Page 4
Business Impact of
Investments in ICT
Reporting
Compliance
Faster Decision
MakingBudget Prioritization
Improved
Performance
Moving from “How
Much” to “How Well”
Strategic/Tactical
Planning
Why Data based Intelligence
Transparency for
Accountability
Page 5
Is information all what you
need?
Page 6
or the Business Intelligence that you require
Page 7
Islands of Information
Page 8
Bringing Islands Together !
Page 9
Agenda
Scenarios of Economic Intelligence Unit
Sample Dashboards from Open Data.Gov
Data based Intelligence
Managing Performance and Perceptions
Page 10
Measuring Performance and Perceptions
Presentation title
Measure -- Decide -- Act -- Optimize
KPI Based
performance
monitoring / analysis
Citizens
perceptions
Analysis
Fact based
Decisions, Alerts
and Actions
... to assess KPI based
performance for individual
departments
 Support in defining KPIs for
individual departments
 Customized dashboards
designed as per each
department expectations
 Full department control on
security and access
... To assess citizens
feedback, perception and
need based survey analysis
 Convert textual feedback
into measurable
components
 Automated process for
assess citizen sentiments
through online news feeds,
portals and social media
... to generate actions
based on intelligence
 Fact based decision
making process
 Automated alerts set
as per needs of
individual departments
 Fully controlled and
automated information
sharing
How…
Setup a centralized
Dashboard platform to
enable KPI based
performance
management process
Hire expert services to
define department level
KPI’s / Dashboards
A
B
Real time
performance
assessment on
service
delivery
Effective
citizen
engagement
What…
Integrated
view of
Departments &
Schemes
Scorecards
Department
Data
State/National
Schemes
Critical
Projects
Hire Expert services for
technology enablement
C
Citizen
Grievances
Social Media
Groups
Newspaper
feeds
Data Integration and
Transformation
Dashboards
Page 11
Structured approach to Performance
Measurement
Presentation title
Vision
Sate Performance
Infrastructure
Healthcare
Strategic Objectives
Key performance drivers
 Industry Growth indicators
 GDP Growth
 Per Capita Income
 Top 5 performing business categories
 Infrastructure development Index
 Net generation power per capita
 % of villages electrified
 Outages, value lost (% of Sale)
 % of roads by condition
 Neo natal Mortality Rate
 % of fully immunized children
 Elderly population sparsity
 Life expectancy rate
 Literacy rate
 Education Development Index
 Employment to Population ratio
 Net enrollment ratio in education
Education and Skill
Development
Identification of
Data Sources
Information
Access modes
Identify Analysis
Scenarios
Identify What-If
Scenarios
Identify
Presentation
needs
Information
security needs
Page 12
The KPI Repository
KPI Details – Public Health (Indicative)
S.NO Area Indicator Unit Formula Benchmark 1
1a
Improved
access to
Healthcare
Services
OPD Services No in
Lakhs
No of OPD for benchmark (1)
No of OPD per 1,00,000 lakh
population for benchmark (2) & (3)
1) X% y-o-y or m-o-m increase over base
data
2) National Average (per 1,00,000
population)
3) Leading state (per 1,00,000
population)
1b
IPD Services No in
Lakhs
No of IPD for benchmark (1)
No of OPD to IPD conversion per
1,00,000 lakh population for the total
number of hospital beds in the public
hospitals for benchmark (2) & (3)
1) X% y-o-y or m-o-m increase over base
data
2) X% y-o-y or m-o-m increase over base
3) Bed Occupancy Rate
2a
Increased
affordability
of services
through
Health
Insurance
Total value of
Claim (RSBY)
settled
Rs Lakhs Claim Amount y-o-y and m-o-m increase over base data
2b
Total no. of
claims settled
(RSBY)
number Number of Claims Settled y-o-y and m-o-m increase over base data
3a
Improved
access to
Emergency
Transportati
on Services
108
Ambulances
Number No. of Trips Per Day y-o-y and m-o-m increase over base data
3b
No. of calls received by ambulance/ day
3c
Number of calls not serviced per day y-o-y and m-o-m decrease over base data
3d 102 Janani
Express
Number No. of Trips Per Day y-o-y and m-o-m increase over base data
3e
No. of calls received by ambulance/ day
3f Number of calls not serviced per day
S.NO. Area Indicator Unit Formula Benchmark 1
4a
Maternal
and Child
Health
Full ANC
coverage rate
% % of women getting full ANC coverage
as aginst the total no. registered
mothers for ANC and delivery
1) X% y-o-y or m-o-m increase over base
data
2) Comparison with National Average and
Leading state
4b
Maternal
Mortality Rate
(MMR)
Per Lakh
Live Births
Maternal Mortality Rate 1) X% y-o-y or m-o-m decrease over base
data
2) Comparison with National Average and
Leading state
4c
Full
Immunization
Coverage
Numbers Immunization Coverage as against the
expected/estimated children population
in the state
1) X% y-o-y or m-o-m increase over base
data
2) Comparison with National Average and
Leading state
4d
Infant Mortality
Rate (IMR)
Per 1000
live births
IMR (Infant Mortality Rate) 1) X% y-o-y or m-o-m decrease over base
data
2) Comparison with National Average and
Leading state
4e
Availing full
complement of
JSSK services
number number of pregnant women receiving
full complement of JSSK services
against the total pregnant population
1) X% y-o-y or m-o-m increase over base
data
2) Comparison with National Average and
Leading state
5a Focus on
population
stabiliation
Birth Rates number births per 1000 population 1) No. y-o-y or m-o-m decrease over
base data
2) Comparison with National Average and
Leading state
5b
couple
protection rate
% % of couple in reproductive age groups
protected with terminal methods of
sterilization
1) X% y-o-y or m-o-m increase over base
data
2) Comparison with National Average and
Leading state
5c
% % of couples in reproductive age group
protected
KPI Details – Public Health (Indicative)
S.NO Area Indicator Unit Formula Benchmark 1
6a
Improved
Healthcare
Service
Effectiveness
Average Length of stay
(ALOS)
In days No of days spent in IPD per patient X% Reduction y-o-y or m-o-m over
the base data
6b Return to emergency in
72hrs
number No. of patients returning to the hospital
within 72hrs
6c Return to OT in 24hrs number No. of patients returning to OT within
24hrs
6d Death within 48hrs number No. of patients dying within 48hrs of
Cardio-pulmonary rescusitation
6e Referral from PHC to CHC or
DHC
number No. of patients referred
7a
Maternal and
Child Health
Caesarean sections
deliveries
% % of CS as against total no. of deliveries
in the state
1) X% y-o-y or m-o-m decrease over
base data
2) Comparison with National
Average and Leading state
7b Promotion of Institutional
Delivery
% % of Institutional deliveries as against
total no. of deliveries in the state
1) X% y-o-y or m-o-m increase over
base data
2) Comparison with National
Average and Leading state
7c Reduction in still birth rate % % of still born as against total no. of
institutional deliveries in the state
1) X% y-o-y or m-o-m decrease over
base data
2) Comparison with National
Average and Leading state
7d Provision of free diet to
mothers
number Number of facilities with catering
services for provision of free dietary
services
1) X% y-o-y or m-o-m increase over
base data
7e Hospital stay of 48hrs after
normal delivery
Number Number of mothers spending 48hrs in 1) X% y-o-y or m-o-m increase over
base data
8a
Promotion of
rational use of
drugs and
diagnostics
Generic Medicines
Prescription
% % of Medicines made available through
in-house generic store/Total prescription
X% Reduction in stock outs y-o-y or
m-o-m over the base data
8b % of generic prescription X% increase in generic prescriptions
y-o-y and m-o-m
8c Availability of Generic Drug
Stores in Hospitals
% % stock out in hospitals for generic drugs 1) X% y-o-y growth over base data
KPI Details – Public Health (Indicative)
Page 16
Dept. of Health Dashboards – Home Page
Page 17
Dept. of Health Dashboards - Summary
Page 18
Dept. of Health Dashboards - Immunization
Page 19
Dept. of Health Dashboards
108 / 102 Ambulance Services
Page 20
The HALE Concept
Page 21
The Scorecards - Framework
Page 22
Agenda
Scenarios of Economic Intelligence Unit
Sample Dashboards from Open Data.Gov
Data based Intelligence
Managing Performance and Perceptions
Page 23
Agenda
Scenarios of Economic Intelligence Unit
Sample Dashboards from Open Data.Gov
Data based Intelligence
Managing Performance and Perceptions
Page 24
BI Scenarios of Economic Intelligence Unit
Increasing tax base by identifying unregistered dealers
Identification of duplicate dealer registrations
Reconciliation of ITC claims of dealers
Detecting inconsistencies in Dealer’s Trade Network
Comparison of data with department internal sources
Comparison of data with other external sources
Revenue Forecasting
Creation of models for dealer risk rating and tax gap analysis
Detection of patterns in data through data mining
Detection of incorrect claims and deductions
Detection of computation errors resulting in under-declaration of tax
Dealer Segmentation
1
3
4
5
6
7
8
9
10
11
12
2
Page 25 Presentation title
Analytics Advisory – Outputs
Data Analysis - Overview
► Holistic view of dealer performance through score cards & dashboards
► Risk rating assigned to dealer helps prioritize cases for further action
► Enables comparison with the right kind of dealers i.e. similar industry,
sector, nature of business, etc.
► Verification of information provided by dealer to the department with
information available in other systems
► Bird’s eye view and comparison with data received through different
reports available in public domain
Track 3:
External Linkages
Track 1:
Dealer
Categorization
► Correlating information provided by dealer in returns and other systems
► Identifying cases of tax evasion such as under reporting of tax, incorrect
ITC claims
► Aiding selection of cases for audit and assessment
► Validating correctness of refund claims through system
Track 2:
Dealer Activity
Analysis for the CTD being carried out across three main tracks
Thanks

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Data Based Intelligence

  • 2. Page 2 Agenda Scenarios of Economic Intelligence Unit Sample Dashboards from Open Data.Gov Data based Intelligence Managing Performance and Perceptions
  • 3. Page 3 Agenda Scenarios of Economic Intelligence Unit Sample Dashboards from Open Data.Gov Data based Intelligence Managing Performance and Perceptions
  • 4. Page 4 Business Impact of Investments in ICT Reporting Compliance Faster Decision MakingBudget Prioritization Improved Performance Moving from “How Much” to “How Well” Strategic/Tactical Planning Why Data based Intelligence Transparency for Accountability
  • 5. Page 5 Is information all what you need?
  • 6. Page 6 or the Business Intelligence that you require
  • 7. Page 7 Islands of Information
  • 9. Page 9 Agenda Scenarios of Economic Intelligence Unit Sample Dashboards from Open Data.Gov Data based Intelligence Managing Performance and Perceptions
  • 10. Page 10 Measuring Performance and Perceptions Presentation title Measure -- Decide -- Act -- Optimize KPI Based performance monitoring / analysis Citizens perceptions Analysis Fact based Decisions, Alerts and Actions ... to assess KPI based performance for individual departments  Support in defining KPIs for individual departments  Customized dashboards designed as per each department expectations  Full department control on security and access ... To assess citizens feedback, perception and need based survey analysis  Convert textual feedback into measurable components  Automated process for assess citizen sentiments through online news feeds, portals and social media ... to generate actions based on intelligence  Fact based decision making process  Automated alerts set as per needs of individual departments  Fully controlled and automated information sharing How… Setup a centralized Dashboard platform to enable KPI based performance management process Hire expert services to define department level KPI’s / Dashboards A B Real time performance assessment on service delivery Effective citizen engagement What… Integrated view of Departments & Schemes Scorecards Department Data State/National Schemes Critical Projects Hire Expert services for technology enablement C Citizen Grievances Social Media Groups Newspaper feeds Data Integration and Transformation Dashboards
  • 11. Page 11 Structured approach to Performance Measurement Presentation title Vision Sate Performance Infrastructure Healthcare Strategic Objectives Key performance drivers  Industry Growth indicators  GDP Growth  Per Capita Income  Top 5 performing business categories  Infrastructure development Index  Net generation power per capita  % of villages electrified  Outages, value lost (% of Sale)  % of roads by condition  Neo natal Mortality Rate  % of fully immunized children  Elderly population sparsity  Life expectancy rate  Literacy rate  Education Development Index  Employment to Population ratio  Net enrollment ratio in education Education and Skill Development Identification of Data Sources Information Access modes Identify Analysis Scenarios Identify What-If Scenarios Identify Presentation needs Information security needs
  • 12. Page 12 The KPI Repository
  • 13. KPI Details – Public Health (Indicative) S.NO Area Indicator Unit Formula Benchmark 1 1a Improved access to Healthcare Services OPD Services No in Lakhs No of OPD for benchmark (1) No of OPD per 1,00,000 lakh population for benchmark (2) & (3) 1) X% y-o-y or m-o-m increase over base data 2) National Average (per 1,00,000 population) 3) Leading state (per 1,00,000 population) 1b IPD Services No in Lakhs No of IPD for benchmark (1) No of OPD to IPD conversion per 1,00,000 lakh population for the total number of hospital beds in the public hospitals for benchmark (2) & (3) 1) X% y-o-y or m-o-m increase over base data 2) X% y-o-y or m-o-m increase over base 3) Bed Occupancy Rate 2a Increased affordability of services through Health Insurance Total value of Claim (RSBY) settled Rs Lakhs Claim Amount y-o-y and m-o-m increase over base data 2b Total no. of claims settled (RSBY) number Number of Claims Settled y-o-y and m-o-m increase over base data 3a Improved access to Emergency Transportati on Services 108 Ambulances Number No. of Trips Per Day y-o-y and m-o-m increase over base data 3b No. of calls received by ambulance/ day 3c Number of calls not serviced per day y-o-y and m-o-m decrease over base data 3d 102 Janani Express Number No. of Trips Per Day y-o-y and m-o-m increase over base data 3e No. of calls received by ambulance/ day 3f Number of calls not serviced per day
  • 14. S.NO. Area Indicator Unit Formula Benchmark 1 4a Maternal and Child Health Full ANC coverage rate % % of women getting full ANC coverage as aginst the total no. registered mothers for ANC and delivery 1) X% y-o-y or m-o-m increase over base data 2) Comparison with National Average and Leading state 4b Maternal Mortality Rate (MMR) Per Lakh Live Births Maternal Mortality Rate 1) X% y-o-y or m-o-m decrease over base data 2) Comparison with National Average and Leading state 4c Full Immunization Coverage Numbers Immunization Coverage as against the expected/estimated children population in the state 1) X% y-o-y or m-o-m increase over base data 2) Comparison with National Average and Leading state 4d Infant Mortality Rate (IMR) Per 1000 live births IMR (Infant Mortality Rate) 1) X% y-o-y or m-o-m decrease over base data 2) Comparison with National Average and Leading state 4e Availing full complement of JSSK services number number of pregnant women receiving full complement of JSSK services against the total pregnant population 1) X% y-o-y or m-o-m increase over base data 2) Comparison with National Average and Leading state 5a Focus on population stabiliation Birth Rates number births per 1000 population 1) No. y-o-y or m-o-m decrease over base data 2) Comparison with National Average and Leading state 5b couple protection rate % % of couple in reproductive age groups protected with terminal methods of sterilization 1) X% y-o-y or m-o-m increase over base data 2) Comparison with National Average and Leading state 5c % % of couples in reproductive age group protected KPI Details – Public Health (Indicative)
  • 15. S.NO Area Indicator Unit Formula Benchmark 1 6a Improved Healthcare Service Effectiveness Average Length of stay (ALOS) In days No of days spent in IPD per patient X% Reduction y-o-y or m-o-m over the base data 6b Return to emergency in 72hrs number No. of patients returning to the hospital within 72hrs 6c Return to OT in 24hrs number No. of patients returning to OT within 24hrs 6d Death within 48hrs number No. of patients dying within 48hrs of Cardio-pulmonary rescusitation 6e Referral from PHC to CHC or DHC number No. of patients referred 7a Maternal and Child Health Caesarean sections deliveries % % of CS as against total no. of deliveries in the state 1) X% y-o-y or m-o-m decrease over base data 2) Comparison with National Average and Leading state 7b Promotion of Institutional Delivery % % of Institutional deliveries as against total no. of deliveries in the state 1) X% y-o-y or m-o-m increase over base data 2) Comparison with National Average and Leading state 7c Reduction in still birth rate % % of still born as against total no. of institutional deliveries in the state 1) X% y-o-y or m-o-m decrease over base data 2) Comparison with National Average and Leading state 7d Provision of free diet to mothers number Number of facilities with catering services for provision of free dietary services 1) X% y-o-y or m-o-m increase over base data 7e Hospital stay of 48hrs after normal delivery Number Number of mothers spending 48hrs in 1) X% y-o-y or m-o-m increase over base data 8a Promotion of rational use of drugs and diagnostics Generic Medicines Prescription % % of Medicines made available through in-house generic store/Total prescription X% Reduction in stock outs y-o-y or m-o-m over the base data 8b % of generic prescription X% increase in generic prescriptions y-o-y and m-o-m 8c Availability of Generic Drug Stores in Hospitals % % stock out in hospitals for generic drugs 1) X% y-o-y growth over base data KPI Details – Public Health (Indicative)
  • 16. Page 16 Dept. of Health Dashboards – Home Page
  • 17. Page 17 Dept. of Health Dashboards - Summary
  • 18. Page 18 Dept. of Health Dashboards - Immunization
  • 19. Page 19 Dept. of Health Dashboards 108 / 102 Ambulance Services
  • 20. Page 20 The HALE Concept
  • 21. Page 21 The Scorecards - Framework
  • 22. Page 22 Agenda Scenarios of Economic Intelligence Unit Sample Dashboards from Open Data.Gov Data based Intelligence Managing Performance and Perceptions
  • 23. Page 23 Agenda Scenarios of Economic Intelligence Unit Sample Dashboards from Open Data.Gov Data based Intelligence Managing Performance and Perceptions
  • 24. Page 24 BI Scenarios of Economic Intelligence Unit Increasing tax base by identifying unregistered dealers Identification of duplicate dealer registrations Reconciliation of ITC claims of dealers Detecting inconsistencies in Dealer’s Trade Network Comparison of data with department internal sources Comparison of data with other external sources Revenue Forecasting Creation of models for dealer risk rating and tax gap analysis Detection of patterns in data through data mining Detection of incorrect claims and deductions Detection of computation errors resulting in under-declaration of tax Dealer Segmentation 1 3 4 5 6 7 8 9 10 11 12 2
  • 25. Page 25 Presentation title Analytics Advisory – Outputs Data Analysis - Overview ► Holistic view of dealer performance through score cards & dashboards ► Risk rating assigned to dealer helps prioritize cases for further action ► Enables comparison with the right kind of dealers i.e. similar industry, sector, nature of business, etc. ► Verification of information provided by dealer to the department with information available in other systems ► Bird’s eye view and comparison with data received through different reports available in public domain Track 3: External Linkages Track 1: Dealer Categorization ► Correlating information provided by dealer in returns and other systems ► Identifying cases of tax evasion such as under reporting of tax, incorrect ITC claims ► Aiding selection of cases for audit and assessment ► Validating correctness of refund claims through system Track 2: Dealer Activity Analysis for the CTD being carried out across three main tracks