Client: A bank in a SE Asia

 

Approach

An online survey conducted across 6 Asia Pacific countries: Singapore, Philippines, Indonesia, Malaysia, Vietnam and Thailand. Responses were captured psychographic attributes related to ’financial security’ , ‘savings’, ‘debt’, ‘insurance’, ‘need for control on financial aspects’, ’cash vs credit’, ‘sources of investment advice ’, ’role of relationship with the bank’, ‘investment horizon’ ’, ‘savings and investment’, ‘health’, ‘family financial planning’ and ‘financial goals and concerns’

 

These attributes were condensed to a number of composites using data reduction techniques (factor analysis) and these composites were then used to create clusters. These clusters were profiled on-

  • Demographics
  • Financial behavior (current savings/ investments, future intention)
  • Attitudes towards life
  • Lifestyle

 

 

…and user stories were created

This was done at ASEAN level as well as by countries.

Additionally discriminant algorithm created to classify future  respondents as well.

 

Outcome : Region level and country level strategy created based in these segments.

All subsequent research studies aligned to this segmentation solution.  We are conducting annual checks to measure shifts and emergence of new segments.

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Financial Segmentation

Venugopal Manneni


A doctor in statistics from Osmania University. I have been working in the fields of Analytics and research for the last 15 years. My expertise is to architecting the solutions for the data driven problems using statistical methods, Machine Learning and deep learning algorithms for both structured and unstructured data. In these fields I’ve also published papers. I love to play cricket and badminton.


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