SMART DATA SPRINT HOW?
SMART Data Sprint Project Proposal Project
SMART DATA SPRINT HOW?
SMART Data Sprint Project Proposal Project
SMART DATA SPRINT HOW?
SMART Data Sprint Project Proposal Project
SMART DATA SPRINT HOW?
SMART Data Sprint Project Proposal Project
SMART DATA SPRINT HOW?
SMART Data Sprint Project Proposal Project
FRUGAL INNOVATION AND JUGAAD�PRELIMINARY RESULTS
SMART DATA SPRINT
MIGUEL AMARAL ! ELSA CAETANO ! CRISTIAN TANTO ! CATARINA MATEUS !�RAJESH SHARMA ! PEDRO MENDONÇA ! TONA ORIFA
SMART Data Sprint Project Proposal Project
1. WHAT IS BEING DONE ON FRUGAL INNOVATION, BY WHOM?
HOW DO PEOPLE AND ORGANIZATIONS LINK WITH EACH OTHER?
2. WHAT IS BEING DISCUSSED ON FRUGAL INNOVATION, WHERE AND BY WHOM?
HOW DO CONCEPTS AND PERCEPTIONS LINK WITH EACH OTHER?
SMART DATA SPRINT HOW?
General questions
SMART Data Sprint Project Proposal Project
Overview of Research questions and Methods
RQ 1.1: To what extent Frugal/Jugaad penetrates the innovation Space?
RQ 1.2: To what extent are particular Products showcased when referring to Frugal Innovation vs. Jugaad?
RQ 1.3: To what extent are particular Organizations showcased when referring to Frugal Innovation vs. Jugaad?
SMART Data Sprint Project Proposal Project
RQ1.1: To what extent Frugal/Jugaad penetrates the innovation Space?
SMART Data Sprint Project Proposal Project
RQ 1.1: TO WHAT EXTENT FRUGAL/JUGAAD PENETRATES THE INNOVATION SPACE?
SMART Data Sprint Project Proposal Project
RQ 1.1: TO WHAT EXTENT FRUGAL/JUGAAD PENETRATES THE INNOVATION SPACE?
SMART Data Sprint Project Proposal Project
WHAT IF WE NARROW DOWN THE INNOVATION SPACE?
SMART Data Sprint Project Proposal Project
WHAT IF WE NARROW DOWN THE INNOVATION SPACE?
SMART Data Sprint Project Proposal Project
RQ 1.2: To what extent are particular Products showcased when referring to Frugal Innovation vs. Jugaad Innovation?
SMART Data Sprint Project Proposal Project
RQ 1.2: To what extent are particular Products showcased when referring to Frugal Innovation vs. Jugaad Innovation?
SMART Data Sprint Project Proposal Project
RQ 1.3: To what extent are particular ORGANIZATIONS showcased when referring to Frugal Innovation vs. Jugaad Innovation?
SMART Data Sprint Project Proposal Project
RQ 1.3: To what extent are particular ORGANIZATIONS showcased when referring to Frugal Innovation vs. Jugaad Innovation?
SMART Data Sprint Project Proposal Project
RQ 1.1: TO WHAT EXTENT FRUGAL/JUGAAD PENETRATES THE INNOVATION SPACE?
FROM THIS FIRST APPROACH, WE STARTED REALIZING THAT “FRUGAL INNOVATION” AND “JUGAAD” DO NOT HAVE THE SAME MEANING.
TO EXPLORE THIS DIFFERENCES, WE DID A CROSS-PLATFORM ANALYSIS.
WE STARTED WITH WIKIPEDIA:
1 EXTRACT DATA USING CROSS LINGUAL ANALYSIS WITH TO EXTRACTIONS FOR “JUGAAD” AND “FRUGAL INNOVATION” WIKIPEDIA PAGES.
2. WE MADE A NETWORK RELATED TO CATEGORY IN EACH LANGUAGE.
SMART Data Sprint Project Proposal Project
2. WHAT IS BEING DISCUSSED ON FRUGAL INNOVATION ON SOCIAL MEDIA?�HOW DO CONCEPTS AND PERCEPTIONS LINK WITH EACH OTHER?
SMART Data Sprint Project Proposal Project
WIKIPEDIA
OUTPUTS – FRUGAL INNOVATION
FRENCH - RELATING TO ECONOMY, CREATIVITY AND INNOVATION
ENGLISH – POVERTY AND ENGINEERING
PORTUGESE AND GERMAN - INNOVATION
SMART Data Sprint Project Proposal Project
WIKIPEDIA
OUTPUTS - JUGAAD
OTHER LANGUAGES.
JAPANESE : CULTURE AND LANGUAGES.
SPANISH – BUSINESS AND SOCIAL ECONOMICS
HINDI - INNOVATION; VEHICULE, NORTH STATE
ENGLISH – INDIAN SLANG
SMART Data Sprint Project Proposal Project
YOUTUBE
SMART Data Sprint Project Proposal Project
YOUTUBE
SMART Data Sprint Project Proposal Project
TWITTER CO-HASHTAGS
SMART Data Sprint Project Proposal Project
TWITTER CO-HASHTAGS
SMART Data Sprint Project Proposal Project
TWITTER ACTORS
# JUGAAD
SMART Data Sprint Project Proposal Project
INSTAGRAM CO-HASHTAGS
SMART Data Sprint Project Proposal Project
INSTAGRAM CO-HASHTAGS
SMART Data Sprint Project Proposal Project
WHAT THE IMAGES TELL US?
SMART Data Sprint Project Proposal Project
FINAL CONCLUSIONS:
JUGAAD IS A VERY OLD INDIAN WORD, CONNOTATED WITH THE ACT OF DOING SOMETHING WITHOUT RESOURCES. WE FOUND A DIFFERENTIATION ON A PAPER THAT HELP US EXPLAIN WHAT IS HAPPEN:
“Jugaad has different meanings for different people—caste, class, gender, region, language, all make a difference in people’s understanding of jugaad”
So jugaad can be quite offensive to people who have already been stigmatized for
being migrants in an increasingly nativist Mumbai, and for their line of work which is how marginal but resourceful communities get by. So the question of class and caste privilege is very important to the practice and the “owning” of jugaad. It is only privileged people who are allowed to celebrate it.
AMIT S. RAI, ANISHA SAIGAL, AND SHIVA THORAT, “
Jugaad and Tactics”, Society
SMART Data Sprint Project Proposal Project
FINAL CONCLUSIONS:
FRUGAL INNOVATION IS A TRANSLATION OF ONLY PART OF THE MEANING OF JUGAAD, TRYING TO CLEAN THE “BAD” CONNOTATIONS RELATED TO LOW QUALITY AND PRESENTING IT HAS AN ANSWER TO THE FUTURE.
SMART Data Sprint Project Proposal Project
THANK YOU!
SMART Data Sprint Project Proposal Project
RQ1: To what extent Frugal/Jugaad penetrates the innovation Space?
The present results motivated new questions for further investigation:
SMART Data Sprint Project Proposal Project