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KPIs in Mobile Money:
A Reference Guide
October 2013
Restricted - Confidential Information © GSMA 2013
Introduction
Key Performance Indicators (KPIs) are a powerful tool that MNOs use to foster
sustainable commercial growth because KPIs are what links strategic objectives to
daily activities. KPIs also create visibility on operational issues and provide
managers insight on what needs to be done to drive the business forward.
However, misguided or vague KPIs can lead to inactive agents, inactive customers
and a team lacking in accountability and motivation. How do you ensure you
have the most effective KPIs for your team?

This presentation aims to address this question through defining a KPI, identifying
pitfalls in creating KPIs and illustrating some examples of effective KPIs for mobile
money teams. While these examples are not exhaustive, they illustrate the
fundamental elements of effective KPIs.

Restricted - Confidential Information © GSMA 2013
Defining a KPI

Defining a Key Performance Indicator
What is it?
A KPI is a type of performance measure used to evaluate the success of a
particular activity in facilitating a business to reach its strategic objectives.

3 questions to answer to create effective KPIs:
 What daily actions are necessary for us to reach our objectives?
 Who is responsible for each action?
 What metrics can we use to measure it?

Restricted - Confidential Information © GSMA 2013
Defining a KPI

Common pitfalls to avoid when creating KPIs
Pitfalls
(1) Using operational metrics as KPIs

What’s the risk?
Operational metrics, such as number of subscribers and
transaction volumes or financial metrics provides an
overview of the business – but no one person is responsible
and therefore, as KPIs, these lack accountability.

(2) KPIs that result in unintended
consequences

Some KPIs can risk unintended consequences for operators.
For example, take a sales team with a KPI to recruit x
number of agents. Without qualitative recruitment
requirements, an operators may end up with the right number
of agents, but the wrong kind of agents.

(3) Creating too many KPIs or KPIs
that are confusing or vague

KPIs need to be clear and actionable. What do I need to do
today/this week/this month to reach my objectives? The
more KPIs a team or individual is given, the more divided his
or her time and focus is. Operators who decide to leverage
synergies by using their GSM team need to be especially
aware of this risk.

Restricted - Confidential Information © GSMA 2013
Defining a KPI

Components of an effective KPI
All KPIs should have a(n):
 Objective  What is my target?
 Deliverable  What do I need to do to be successful?
 Measurement criteria How do I measure success?

….so, what can this look like in mobile money?
Restricted - Confidential Information © GSMA 2013
Defining a KPI

A reference guide for KPIs in mobile money
The following section of the presentation focuses on effective KPIs for:
 Operations team
 Sales & Distribution team
 Marketing team
These examples are meant to illustrate tangible & relevant KPIs for mobile money
deployments. Our aim is to provide managers a structure for creating KPIs as well
as highlighting specific examples of effective KPIs used in the industry.

Restricted - Confidential Information © GSMA 2013
Examples of KPIs in Mobile Money

KPIs for Operations:
Back Office, Call Centre, Risk Management KPIs

Restricted - Confidential Information © GSMA 2013

Restricted - Confidential Information © GSMA 2012
Operations KPIs: Back Office, Call Centre, Risk Management

Back Office KPIs
Objective

Deliverable

Validate and activate agent and
customer accounts

•

All accounts to be verified and
activated within x hours.

Measurement Criteria
•
•

Execute necessary reporting
requirements

•
•

Delivery of high quality
customer/channel service

Restricted - Confidential Information © GSMA 2013

•

% of accounts validate within
timeframe versus target
Accuracy in account creation (up
to 100%)

Remote Agent monitoring: Monitor &
report the transaction volume and
number of transactions via the system
Dashboard updates: Report monthly
status and activity (active customers,
active agents, etc.)

•

100% of all required reporting is
completed accurately on a
weekly/monthly/quarterly basis.

Execution of all escalated queries
from all 1st line customer or agent
contact points

•

% of queries closed/addressed
correctly (up to 100%)
Operations KPIs: Back Office, Call Centre, Risk Management

Call Centre KPIs
Objective

Deliverable

Resolution of client questions

•
•
•
•

Time to answer
Call handling time
Abandon rate
First Call resolution

•

Encourage a good customer
experience through positive
customer service

•
•

Phone etiquette
Adherence to escalation procedures

Qualitative metrics including:
• Internal spot-checks or external
agency review
• Satisfaction scoring via follow-up
surveys

Knowledge and ability to educate
on mobile money service

•

Complete regular training on
refresher courses and any new
developments or products

•

Restricted - Confidential Information © GSMA 2013

Measurement Criteria

•
•

•

% of calls answered/ completed
within time frame of x min
% of calls abandoned (0-5%)
% of questions/queries that can be
resolved on a first call

Regular training completed every
x (month, quarter, etc.)
Successful completion evaluation
of service products and service
(100%)
Operations KPIs: Back Office, Call Centre, Risk Management

Risk Management KPIs (1/2)
Objective

Deliverable

Develop and update risk
management strategy

•

•

Maintain reliable and relevant
dashboards to monitor key risks

•

Measurement Criteria

Defined & accessible risk
management strategy, including
identified key risks and controls to
mitigate them.
Schedule for review of strategy
versus commercial and risk appetite
objectives.

•

Regular reporting of suspicious
activities versus thresholds

•

•

•

Restricted - Confidential Information © GSMA 2013

Completed and successful annual
audit conducted by
external/objective team.
% of high and medium risk items
which were only identified during
external audit versus target
x% of all required reporting is
completed accurately on a
weekly/monthly/quarterly basis (up
to 100%)
x% of suspicious activities are
escalated via appropriate
channels (up to 100%)
Operations KPIs: Back Office, Call Centre, Risk Management

Risk Management KPIs (2/2)
Objective

Deliverable

Implement & review controls
(preventive & detective) to
mitigate key risks

•

Defined internal processes and
procedure to reduce risks including
processing errors, internal fraud,
business continuity failures, etc.

Measurement Criteria
•
•

•
•

Restricted - Confidential Information © GSMA 2013

x% revenue loss due to fraudulent
activity or human error
Number of fraud instances
identified versus target
% of unresolved cases versus
target
Average loss per fraud incident
KPIs for Sales & Distribution:
Agent Recruitment, Training & Management

Restricted - Confidential Information © GSMA 2013

Restricted - Confidential Information © GSMA 2012
Sales & Distribution KPIs: Agent Recruitment, Training and
Management

Agent Recruitment KPIs
Objective

Deliverable

Maintain guidelines on agent
selection

•
•

Prospect & recruit agents

•
•
•

Ensure agent launches business

•
•
•

Restricted - Confidential Information © GSMA 2013

Measurement Criteria

Submission to manager on plans for
prospecting
Schedule for updating guidelines
depending on portfolio of existing
agents

•

Monthly target of x agent recruited
against guidelines

Identify and pitch appropriate agents
(verification of outlets before onboarding)
Signed contract
Documentation submitted to the back
office for validation

•

x target of new agents per (month,
quarter)
% of agents who are pitched and
verified to start business

Initial investment purchased
Training completed and delivery of
business tools
Notify trade marketing to schedule
any BTL, where required

•

•

100% of agents launched within x
days of account validation
Sales & Distribution KPIs: Agent Recruitment, Training and
Management

Agent Training KPIs (1/3)
Objective

Deliverable

Ensure mobile money team
(internal and channel) are
adequately trained and updated
on new info

•
•

Develop training process for the
Mobile Money team (agents, staff,
corporate, etc.)
Clear communication to agents and
mobile money team on training
calendar

Measurement Criteria

•

•
•
•

Identification, set up & monitoring
of regional
training centres

•
•
•

Appoint regional trainers for each
region
Manage regional trainers
Attend x number of regional trainings
in each region per quarter

•
•
•
•

Restricted - Confidential Information © GSMA 2013

Number of agents trained vs.
target (target is derived from
number of agents recruited and
available for training)
Availability of detailed and
documented training process
Adherence to the developed
training process
% of staff trained &
evaluated/quarter
Number of operational training
centres set up vs. target
Number of regional trainers per
region vs. target
Number of regional trainings
attended vs. target
Quarterly review of regional
trainers’ effectiveness
Sales & Distribution KPIs: Agent Recruitment, Training and
Management

Agent Training KPIs (2/3)
Objective

Deliverable

Assess quality of agent training

•
•
•

Undertake training needs analysis

•

•
•

•

Restricted - Confidential Information © GSMA 2013

Visit x number of agents per month to
assess quality of service offering
using a predetermined template
Continuous review of agent training
curriculum to enrich with up-to date
info
Certification of agents

Measurement Criteria
•
•

•

Evaluate current training gaps within
•
the agent network and suggest
improvements
•
Evaluate training gaps within the
mobile money team (internal staff)
•
and recommend appropriate actions
Review training needs based on
business and technology changes
Incorporate feedback from sales team
and regional trainers

Accuracy of agent training
curriculum and availability of upto-date versions
Relevance of agent training
material
Number of agents certified vs.
target
Accuracy of training needs
identified
Alignment of training with business
and technology changes
Submission of bi-annual training
needs analysis report
Sales & Distribution KPIs: Agent Recruitment, Training and
Management

Agent Training KPIs (3/3)
Objective

Deliverable

Reporting & administration

•
•
•
•

•

Restricted - Confidential Information © GSMA 2013

Monthly/weekly reports on trainings
undertaken
Monthly/weekly trade visit reports
Prepare training plans in advance
Evaluate/Assess trainees on
completion of training
Facilitate training in all the regions

Measurement Criteria
•
•
•
•
•

Accuracy of reports (up to 100%)
Number of reports sent monthly
Timeliness of reports
Availability of at least one month
training plans
Average percentage pass mark
attained by agents
Sales & Distribution KPIs: Agent Recruitment, Training and
Management

Agent Management KPIs
Objective

Deliverable

Regular visits and interaction with
agents by sales team as per
agreed route plans

•
•

Onsite monitoring of agents

Ensure branding & merchandising
standards are maintained

•

•
•

Consistent internal
communication on agent
management

Restricted - Confidential Information © GSMA 2013

•

Measurement Criteria

Submission to manager on
weekly/monthly visit schedule by
[date]
Report on agent challenges, reasons
for inactivity

•
•

Completion of monitor review
including agent visibility, training,
appropriate documentation available
and float monitoring: UV balance &
transaction logbook

•

Availability of agent materials in
outlets
Implementation of set merchandising
standards

•

% of outlets adhering to
merchandising standards

A meeting x times/month with team to
review status, challenges and define
follow-up

•

# of meetings held against targets
(% success rate)
Clearly documented & agreed
action plans

•

•

•

% success rate (weekly/monthly)
% of active agents
(weekly/monthly)
100% submission of route plan by
set date

Completion of reports (100%)
during monitoring process.
Identification & escalation of
under-performing agents (based
float, branding, etc.)
KPIs for Marketing

Restricted - Confidential Information © GSMA 2013

Restricted - Confidential Information © GSMA 2012
Marketing KPIs

Marketing KPIs (1/2)
Objective

Deliverable

Measurement Criteria

Build Awareness of mobile money

•

Campaigns developed to create
awareness of mobile money (recently
launched deployment)

•

Evaluated by quarterly brand
tracker ( x% of customer aware of
service)

Educating customers on value
proposition of mobile money

•

ATL/BTL campaigns focused on
customer education and building
knowledge

•

Brand tracker: evaluate levels of
understanding (% of customers
who understand the product
offering)
x% customers who register and
trial the service

•
Driving customer adoption and
activation

•

•

BTL activities; collaborating with
distribution channel; promotional
activities including loyalty
programmes, referral schemes, etc.
Client activation strategy potentially
including outbound calls/SMS
programs

•

•
•
•

Restricted - Confidential Information © GSMA 2013

Number of BTL activities
completed versus target
% of local agents activated with
initial and on-going BTL
campaigns
Effectiveness of BTL measured by
local agent activity (% increase)
Customer usage consistency: %
customers repeat/defined time
period
Marketing KPIs

Marketing KPIs (2/2)
Objective

Deliverable

Develop branding &
merchandising guidelines for
agents

•

Avail appropriate agent branding
materials for the channel

•

% of outlets with appropriate
branding (during onsite agent
management)

Drive research through identifying
needs, co-ordinating research
activities and providing analysis

•

Identify market research needs, brief
the research team on requirements &
co-ordinate activities

•
•

Accuracy of data analysis
Clear outcomes of research
communicated to the team for
action

Restricted - Confidential Information © GSMA 2013

Measurement Criteria

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KPIs in Mobile Money: A Reference Guide

  • 1. KPIs in Mobile Money: A Reference Guide October 2013 Restricted - Confidential Information © GSMA 2013
  • 2. Introduction Key Performance Indicators (KPIs) are a powerful tool that MNOs use to foster sustainable commercial growth because KPIs are what links strategic objectives to daily activities. KPIs also create visibility on operational issues and provide managers insight on what needs to be done to drive the business forward. However, misguided or vague KPIs can lead to inactive agents, inactive customers and a team lacking in accountability and motivation. How do you ensure you have the most effective KPIs for your team? This presentation aims to address this question through defining a KPI, identifying pitfalls in creating KPIs and illustrating some examples of effective KPIs for mobile money teams. While these examples are not exhaustive, they illustrate the fundamental elements of effective KPIs. Restricted - Confidential Information © GSMA 2013
  • 3. Defining a KPI Defining a Key Performance Indicator What is it? A KPI is a type of performance measure used to evaluate the success of a particular activity in facilitating a business to reach its strategic objectives. 3 questions to answer to create effective KPIs:  What daily actions are necessary for us to reach our objectives?  Who is responsible for each action?  What metrics can we use to measure it? Restricted - Confidential Information © GSMA 2013
  • 4. Defining a KPI Common pitfalls to avoid when creating KPIs Pitfalls (1) Using operational metrics as KPIs What’s the risk? Operational metrics, such as number of subscribers and transaction volumes or financial metrics provides an overview of the business – but no one person is responsible and therefore, as KPIs, these lack accountability. (2) KPIs that result in unintended consequences Some KPIs can risk unintended consequences for operators. For example, take a sales team with a KPI to recruit x number of agents. Without qualitative recruitment requirements, an operators may end up with the right number of agents, but the wrong kind of agents. (3) Creating too many KPIs or KPIs that are confusing or vague KPIs need to be clear and actionable. What do I need to do today/this week/this month to reach my objectives? The more KPIs a team or individual is given, the more divided his or her time and focus is. Operators who decide to leverage synergies by using their GSM team need to be especially aware of this risk. Restricted - Confidential Information © GSMA 2013
  • 5. Defining a KPI Components of an effective KPI All KPIs should have a(n):  Objective  What is my target?  Deliverable  What do I need to do to be successful?  Measurement criteria How do I measure success? ….so, what can this look like in mobile money? Restricted - Confidential Information © GSMA 2013
  • 6. Defining a KPI A reference guide for KPIs in mobile money The following section of the presentation focuses on effective KPIs for:  Operations team  Sales & Distribution team  Marketing team These examples are meant to illustrate tangible & relevant KPIs for mobile money deployments. Our aim is to provide managers a structure for creating KPIs as well as highlighting specific examples of effective KPIs used in the industry. Restricted - Confidential Information © GSMA 2013
  • 7. Examples of KPIs in Mobile Money KPIs for Operations: Back Office, Call Centre, Risk Management KPIs Restricted - Confidential Information © GSMA 2013 Restricted - Confidential Information © GSMA 2012
  • 8. Operations KPIs: Back Office, Call Centre, Risk Management Back Office KPIs Objective Deliverable Validate and activate agent and customer accounts • All accounts to be verified and activated within x hours. Measurement Criteria • • Execute necessary reporting requirements • • Delivery of high quality customer/channel service Restricted - Confidential Information © GSMA 2013 • % of accounts validate within timeframe versus target Accuracy in account creation (up to 100%) Remote Agent monitoring: Monitor & report the transaction volume and number of transactions via the system Dashboard updates: Report monthly status and activity (active customers, active agents, etc.) • 100% of all required reporting is completed accurately on a weekly/monthly/quarterly basis. Execution of all escalated queries from all 1st line customer or agent contact points • % of queries closed/addressed correctly (up to 100%)
  • 9. Operations KPIs: Back Office, Call Centre, Risk Management Call Centre KPIs Objective Deliverable Resolution of client questions • • • • Time to answer Call handling time Abandon rate First Call resolution • Encourage a good customer experience through positive customer service • • Phone etiquette Adherence to escalation procedures Qualitative metrics including: • Internal spot-checks or external agency review • Satisfaction scoring via follow-up surveys Knowledge and ability to educate on mobile money service • Complete regular training on refresher courses and any new developments or products • Restricted - Confidential Information © GSMA 2013 Measurement Criteria • • • % of calls answered/ completed within time frame of x min % of calls abandoned (0-5%) % of questions/queries that can be resolved on a first call Regular training completed every x (month, quarter, etc.) Successful completion evaluation of service products and service (100%)
  • 10. Operations KPIs: Back Office, Call Centre, Risk Management Risk Management KPIs (1/2) Objective Deliverable Develop and update risk management strategy • • Maintain reliable and relevant dashboards to monitor key risks • Measurement Criteria Defined & accessible risk management strategy, including identified key risks and controls to mitigate them. Schedule for review of strategy versus commercial and risk appetite objectives. • Regular reporting of suspicious activities versus thresholds • • • Restricted - Confidential Information © GSMA 2013 Completed and successful annual audit conducted by external/objective team. % of high and medium risk items which were only identified during external audit versus target x% of all required reporting is completed accurately on a weekly/monthly/quarterly basis (up to 100%) x% of suspicious activities are escalated via appropriate channels (up to 100%)
  • 11. Operations KPIs: Back Office, Call Centre, Risk Management Risk Management KPIs (2/2) Objective Deliverable Implement & review controls (preventive & detective) to mitigate key risks • Defined internal processes and procedure to reduce risks including processing errors, internal fraud, business continuity failures, etc. Measurement Criteria • • • • Restricted - Confidential Information © GSMA 2013 x% revenue loss due to fraudulent activity or human error Number of fraud instances identified versus target % of unresolved cases versus target Average loss per fraud incident
  • 12. KPIs for Sales & Distribution: Agent Recruitment, Training & Management Restricted - Confidential Information © GSMA 2013 Restricted - Confidential Information © GSMA 2012
  • 13. Sales & Distribution KPIs: Agent Recruitment, Training and Management Agent Recruitment KPIs Objective Deliverable Maintain guidelines on agent selection • • Prospect & recruit agents • • • Ensure agent launches business • • • Restricted - Confidential Information © GSMA 2013 Measurement Criteria Submission to manager on plans for prospecting Schedule for updating guidelines depending on portfolio of existing agents • Monthly target of x agent recruited against guidelines Identify and pitch appropriate agents (verification of outlets before onboarding) Signed contract Documentation submitted to the back office for validation • x target of new agents per (month, quarter) % of agents who are pitched and verified to start business Initial investment purchased Training completed and delivery of business tools Notify trade marketing to schedule any BTL, where required • • 100% of agents launched within x days of account validation
  • 14. Sales & Distribution KPIs: Agent Recruitment, Training and Management Agent Training KPIs (1/3) Objective Deliverable Ensure mobile money team (internal and channel) are adequately trained and updated on new info • • Develop training process for the Mobile Money team (agents, staff, corporate, etc.) Clear communication to agents and mobile money team on training calendar Measurement Criteria • • • • Identification, set up & monitoring of regional training centres • • • Appoint regional trainers for each region Manage regional trainers Attend x number of regional trainings in each region per quarter • • • • Restricted - Confidential Information © GSMA 2013 Number of agents trained vs. target (target is derived from number of agents recruited and available for training) Availability of detailed and documented training process Adherence to the developed training process % of staff trained & evaluated/quarter Number of operational training centres set up vs. target Number of regional trainers per region vs. target Number of regional trainings attended vs. target Quarterly review of regional trainers’ effectiveness
  • 15. Sales & Distribution KPIs: Agent Recruitment, Training and Management Agent Training KPIs (2/3) Objective Deliverable Assess quality of agent training • • • Undertake training needs analysis • • • • Restricted - Confidential Information © GSMA 2013 Visit x number of agents per month to assess quality of service offering using a predetermined template Continuous review of agent training curriculum to enrich with up-to date info Certification of agents Measurement Criteria • • • Evaluate current training gaps within • the agent network and suggest improvements • Evaluate training gaps within the mobile money team (internal staff) • and recommend appropriate actions Review training needs based on business and technology changes Incorporate feedback from sales team and regional trainers Accuracy of agent training curriculum and availability of upto-date versions Relevance of agent training material Number of agents certified vs. target Accuracy of training needs identified Alignment of training with business and technology changes Submission of bi-annual training needs analysis report
  • 16. Sales & Distribution KPIs: Agent Recruitment, Training and Management Agent Training KPIs (3/3) Objective Deliverable Reporting & administration • • • • • Restricted - Confidential Information © GSMA 2013 Monthly/weekly reports on trainings undertaken Monthly/weekly trade visit reports Prepare training plans in advance Evaluate/Assess trainees on completion of training Facilitate training in all the regions Measurement Criteria • • • • • Accuracy of reports (up to 100%) Number of reports sent monthly Timeliness of reports Availability of at least one month training plans Average percentage pass mark attained by agents
  • 17. Sales & Distribution KPIs: Agent Recruitment, Training and Management Agent Management KPIs Objective Deliverable Regular visits and interaction with agents by sales team as per agreed route plans • • Onsite monitoring of agents Ensure branding & merchandising standards are maintained • • • Consistent internal communication on agent management Restricted - Confidential Information © GSMA 2013 • Measurement Criteria Submission to manager on weekly/monthly visit schedule by [date] Report on agent challenges, reasons for inactivity • • Completion of monitor review including agent visibility, training, appropriate documentation available and float monitoring: UV balance & transaction logbook • Availability of agent materials in outlets Implementation of set merchandising standards • % of outlets adhering to merchandising standards A meeting x times/month with team to review status, challenges and define follow-up • # of meetings held against targets (% success rate) Clearly documented & agreed action plans • • • % success rate (weekly/monthly) % of active agents (weekly/monthly) 100% submission of route plan by set date Completion of reports (100%) during monitoring process. Identification & escalation of under-performing agents (based float, branding, etc.)
  • 18. KPIs for Marketing Restricted - Confidential Information © GSMA 2013 Restricted - Confidential Information © GSMA 2012
  • 19. Marketing KPIs Marketing KPIs (1/2) Objective Deliverable Measurement Criteria Build Awareness of mobile money • Campaigns developed to create awareness of mobile money (recently launched deployment) • Evaluated by quarterly brand tracker ( x% of customer aware of service) Educating customers on value proposition of mobile money • ATL/BTL campaigns focused on customer education and building knowledge • Brand tracker: evaluate levels of understanding (% of customers who understand the product offering) x% customers who register and trial the service • Driving customer adoption and activation • • BTL activities; collaborating with distribution channel; promotional activities including loyalty programmes, referral schemes, etc. Client activation strategy potentially including outbound calls/SMS programs • • • • Restricted - Confidential Information © GSMA 2013 Number of BTL activities completed versus target % of local agents activated with initial and on-going BTL campaigns Effectiveness of BTL measured by local agent activity (% increase) Customer usage consistency: % customers repeat/defined time period
  • 20. Marketing KPIs Marketing KPIs (2/2) Objective Deliverable Develop branding & merchandising guidelines for agents • Avail appropriate agent branding materials for the channel • % of outlets with appropriate branding (during onsite agent management) Drive research through identifying needs, co-ordinating research activities and providing analysis • Identify market research needs, brief the research team on requirements & co-ordinate activities • • Accuracy of data analysis Clear outcomes of research communicated to the team for action Restricted - Confidential Information © GSMA 2013 Measurement Criteria