Section 7 Mobile Money

7.1 AWARE_MM

The respondent is aware of mobile money services.

Levels:

  • Yes
  • No

7.2 AWARE_MM_PROVIDER

The respondent knows of at least one mobile money provider.

Levels:

  • Yes
  • No

7.3 AWARE_NONUSER_MM

The respondent is aware of mobile money services but has never used them.

Levels:

  • Yes
  • No

7.4 ACCESS_MM

The respondent has used mobile money service for any financial activity.

Levels:

  • Yes
  • No

7.5 REGISTERED_MM

The respondent has a mobile money account registered in their name.

Levels:

  • Yes
  • No

7.6 RECENT_MM_USER

The respondent has used their registered mobile money account in the last 90 days.

Levels:

  • Yes
  • No

7.7 ACTIVE30_MM

The respondent has used their registered mobile money account in the last 30 days.

Levels:

  • Yes
  • No

7.8 INACTIVE_MM

The respondent has not used their mobile money account for any activity in the last 90 days.

Levels:

  • Yes
  • No

7.9 DORMANT_MM

The respondent has never used their registered mobile money account.

Levels:

  • Yes
  • No

7.10 OTC_MM

The respondent does not have a mobile money account registered in their name but uses over-the-counter mobile money services.

Levels:

  • Yes
  • No

7.11 MM_BASIC

The respondent has used a mobile money account for basic activities. Basic mobile money use is defined as using a mobile money account for cash deposit or withdrawal, sending or receiving money, airtime top up, or account management.

Levels:

  • Yes
  • No

7.12 MM_ADV

The respondent has used a mobile money account for advanced activities. Advanced mobile money use is defined as using a mobile money account for activities such as saving, borrowing, insurance, investment, bill payment or receiving wages or government benefits.

Levels:

  • Yes
  • No

7.13 REG_MM_BASIC

The respondent has a registered mobile money account (REGISTERED_MM) and is a basic mobile money user (MM_BASIC).

Levels:

  • Yes
  • No

7.14 REG_MM_ADV

The respondent has a registered mobile money account (REGISTERED_MM) and is an advanced mobile money user (MM_ADV).

Levels:

  • Yes
  • No

7.15 ACTIVE_MM_BASIC

The respondent is a basic mobile money user (MM_BASIC) who has used mobile money services within the last 90 days (ACTIVE_MM).

Levels:

  • Yes
  • No

7.16 ACTIVE_MM_ADV

The respondent is an advanced mobile money user (MM_ADV) who has used mobile money services within the last 90 days (ACTIVE_MM).

Levels:

  • Yes
  • No

7.17 ACTIVE30_MM_ADV

The respondent is an advanced mobile money user (MM_ADV) who has used mobile money services within the last 30 days (ACTIVE30_MM).

Levels:

  • Yes
  • No

7.18 LENGTH_MM

This variable categorizes the length of time that the respondent has been a mobile money user.

Levels:

  • 0-6 months
  • 6-12 months
  • Greater than 12 months
  • DK/NA (question was not asked due to ACCESS_MM filter)

7.19 MM_STAGE

The customer journey segmentation for mobile money users is a series of progressive stages through which individuals become more active users of more sophisticated financial services.

Mobile Money Stages Descriptions
Mobile money nonuser Never used mobile money
Unregistered mobile money user Don’t have mobile money account but use mobile money service
Inactive registered mobile money user Have a mobile money account but have not used it in the last 90 days
Active mobile money basic user Have a mobile money account and only used it in the last 90 days for basic activities: cash deposit or withdrawal, sending or receiving money, airtime top up, or account management
Active mobile money advanced user Have a mobile money account and used it in the last 90 days for advanced activities

Levels:

  • Mobile money nonuser
  • Unregistered mobile money user
  • Inactive registered mobile money user
  • Active mobile money basic user
  • Active mobile money advanced user

7.20 MM_TRANSFER

The respondent has ever used mobile money to send or receive money.

Levels:

  • Yes
  • No

7.21 MM_MERCHANT

The respondent has ever used mobile money to pay for goods and/or services.

Levels:

  • Yes
  • No

7.22 MM_BILL

The respondent has ever paid for bills using mobile money.

Levels:

  • Yes
  • No

7.23 MM_GOV

The respondent has ever received money from the government using mobile money.

Levels:

  • Yes
  • No

7.24 MM_WAGE

The respondent has ever received working wages using mobile money.

Levels:

  • Yes
  • No

7.25 MM_INSURANCE

The respondent has ever paid for insurance or received benefits using mobile money.

Levels:

  • Yes
  • No

7.26 MM_SAVE

The respondent has ever saved using mobile money.

Levels:

  • Yes
  • No

7.27 MM_INVEST

The respondent has ever made a investment using mobile money.

Levels:

  • Yes
  • No

7.28 MM_LOAN

The respondent has ever borrowed money or got credit using mobile money.

Levels:

  • Yes
  • No

7.29 MM_AIRTIME

The respondent has ever purchased airtime top-ups or paid a mobile phone bill using mobile money.

Levels:

  • Yes
  • No

7.30 ACTIVE_MM_TRANSFER

The respondent sent or received money using mobile money in the last 90 days.

Levels:

  • Yes
  • No

7.31 ACTIVE_MM_MERCHANT

The respondent used mobile money to pay for goods and/or services in the last 90 days.

Levels:

  • Yes
  • No

7.32 ACTIVE_MM_BILL

The respondent paid bills using mobile money in the last 90 days.

Levels:

  • Yes
  • No

7.33 ACTIVE_MM_GOV

The respondent received money from the government using mobile money in the last 90 days.

Levels:

  • Yes
  • No

7.34 ACTIVE_MM_WAGE

The respondent recieved working wages using mobile money in the last 90 days.

Levels:

  • Yes
  • No

7.35 ACTIVE_MM_INSURANCE

The respondent used mobile money to pay for insurance or receive insurance payments in the last 90 days.

Levels:

  • Yes
  • No

7.36 ACTIVE_MM_SAVE

The respondent used mobile money to save money in the last 90 days.

Levels:

  • Yes
  • No

7.37 ACTIVE_MM_INVEST

The respondent used mobile money to make an investment in the last 90 days.

Levels:

  • Yes
  • No

7.38 ACTIVE_MM_LOAN

The respondent used mobile money to borrow money or get credit in the last 90 days.

Levels:

  • Yes
  • No

7.39 ACTIVE_MM_AIRTIME

The respondent used mobile money to purchase airtime top-ups or pay a mobile phone bill in the last 90 days.

Levels:

  • Yes
  • No

7.40 EXP_MA*

For this set of variables, the respondent indicates whether they have had the following experiences with a mobile money agent:

Variable Experience
EXP_MA1 Agent absent
EXP_MA2 Poor customer service
EXP_MA3 Agent lacks enough money for the transaction
EXP_MA4 Agent didn’t know how perform the transaction
EXP_MA5 Agent overcharged for transaction
EXP_MA6 Agent didn’t give all the cash due
EXP_MA7 system/network down
EXP_MA8 Agent dismissive of women
EXP_MA9 Agent’s place not safe
EXP_MA10 Agent shared personal/account information with others without consent
EXP_MA11 Rude agent
EXP_MA12 Agent’s refusal to perform transaction for no reason
EXP_MA13 Transaction was time-consuming
EXP_MA14 Didn’t get a receipt
EXP_MA15 Agent charged for depositing money
EXP_MA16 Agent asked for PIN number
EXP_MA17 Agent committed fraud
EXP_MA18 Agent’s refusal to do transaction due to lack of ID

Levels:

  • Yes
  • No

7.41 EXPSV_MA*

For this set of variables, the respondent indicates whether they have had the following issues with a mobile money agent:

Variable Issue
EXPSV_MA1 Agent was absent
EXPSV_MA2 Agent was rude
EXPSV_MA3 Agent did not have enough cash or e-float and could not perform the transaction
EXPSV_MA4 Agent refused to perform the transaction for no reason
EXPSV_MA5 Agent did not know how to perform the transaction
EXPSV_MA6 Agent overcharged for the transaction or asked respondent to pay a deposit
EXPSV_MA7 Agent did not give all the cash that was owed
EXPSV_MA8 Agent system or mobile network was down
EXPSV_MA9 It was very time-consuming/it took you a lot of time to do the transaction
EXPSV_MA10 Did not get a receipt
EXPSV_MA11 Agent charged for depositing money
EXPSV_MA12 Agent asked for respondent’s PIN number
EXPSV_MA13 Agent was dismissive of women
EXPSV_MA14 Agent committed fraud
EXPSV_MA15 Agent’s place was not secure/there were suspicious people at agent’s place
EXPSV_MA16 Agent shared respondent’s personal/account information with other people without your knowledge/permission
EXPSV_MA17 Agent refused to do the transaction because respondent did not have ID

Levels:

  • Yes
  • No

7.42 R_NOTUSE_MM*

For this set of variables, the respondent indicates whether they agree with the following reasons for not using mobile money:

Variable Reason
R_NOTUSE_MM1 Do not know enough about mobile money services
R_NOTUSE_MM2 Do not need to use a mobile money service
R_NOTUSE_MM3 Do not have the required documents
R_NOTUSE_MM4 Do not have enough money to use mobile money services
R_NOTUSE_MM5 Do not trust mobile money
R_NOTUSE_MM6 Feel at risk of losing money
R_NOTUSE_MM7 Prefer to use cash
R_NOTUSE_MM8 Fees and expenses to using mobile money services are too high

Levels:

  • Yes
  • No

7.43 R_NOTREG_MM*

For this set of variables, the respondent indicates whether they agree with the following reasons for not having a registered mobile money account:

Variable Reason
R_NOTREG_MM1 A friend or family member has an account that you can use
R_NOTREG_MM2 Do not have the required identification documents
R_NOTREG_MM3 Do not use products and services that require a registered account
R_NOTREG_MM4 Do not know how to register an account
R_NOTREG_MM5 Had an account previously but not anymore
R_NOTREG_MM6 Prefer to use a different financial account instead of mobile money
R_NOTREG_MM7 Do not have enough money to use a registered account
R_NOTREG_MM8 Do not trust mobile money
R_NOTREG_MM9 Feel at rist of losing money
R_NOTREG_MM10 Prefer to use cash
R_NOTREG_MM11 Fees and expenses to using a mobile money account are too high

Levels:

  • Yes
  • No

7.44 R_USE_MM*

For this set of variables, the respondent indicates whether they give the following reasons for starting to use mobile money:

Variable Reason
R_USE_MM1 To send or receive money
R_USE_MM2 To save money
R_USE_MM3 To have a secure place to store money
R_USE_MM4 You were registered to a mobile money account by someone else
R_USE_MM5 To borrow money
R_USE_MM6 To make a purchase
R_USE_MM7 To make an investment
R_USE_MM8 To pay a bill
R_USE_MM9 You got an incentive from the mobile money service during a promotion

Levels:

  • Yes
  • No

7.45 ACTION_MM*

For this set of variables, the respondent indicates how difficult it is to perform the following actions without assistance:

Variable Action
ACTION_MM1 Open the mobile money menu
ACTION_MM2 Find a particular menu option, such as send money
ACTION_MM3 Complete a transaction
ACTION_MM4 Correct an error in the amount of money to send
ACTION_MM5 Correct an error in the amount or phone number for a transaction recipient
ACTION_MM6 Reverse or cancel a transaction

Levels:

  • Very difficult
  • Somewhat difficult
  • Neither difficult, nor easy
  • Somewhat easy
  • Very easy
  • DK/NA (question was not asked due to ACCESS_MM filter)

7.46 OPN_MM*

For this set of variables, the respondent indicates whether they agree with the following statements about mobile money:

Variable Description
OPN_MM1 Mobile money allows you to keep money on your phone
OPN_MM2 Mobile money allows you to get a loan
OPN_MM3 You can deposit and withdraw in cash using mobile money
OPN_MM4 You can send money to someone using mobile money
OPN_MM5 You can save money on a mobile phone
OPN_MM6 You can pay for goods and services through your mobile phone

Levels:

  • Yes
  • No
  • DK

7.47 AWARE_MMP

The respondent is aware of electronic money financial products.

Levels:

  • Yes
  • No

7.48 ACCESS_MMP

The respondent has ever used electronic money financial products.

Levels:

  • Yes
  • No

7.49 REGISTERED_MMP

The respondent has an electronic money financial products account.

Levels:

  • Yes
  • No