SlideShare una empresa de Scribd logo
1 de 39
Descargar para leer sin conexión
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens
Towards 20/20 Vision
Shobha Prasad
Drshti Strategic Research Services, India
February, 2016
#NewMR 2016 Sponsors
Media Partner GreenBook
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Vision
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Unfocused
lens
The
Blurred
lens
The
Distorted
lens
The
Coloured
lens
The
Clouded
lens
Blinded by
the Light
The Distant
lens
Flaws in the lens
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Myopia
Hyperopia
The
Unfocused
lens
The
Blurred
lens
The
Distorted
lens
Vision Basics
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Myopia Hyperopia
The
Unfocused
lens
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Colour Blindness
Colour Hypersensitivity
The
Unfocused
lens
The
Blurred
lens
The
Distorted
lens
Vision Basics
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Unfocused
lens
Colour Blind Colour Hypersensitive
Not enough slicing
Bland outputs
Overslicing
Confused outputs
The
Blurred
lens
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Astigmatism
The
Unfocused
lens
The
Blurred
lens
The
Distorted
lens
Vision Basics
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
“Parts of data may be blown out of all proportion…”
Astigmatism
The
Distorted
lens
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Astigmatism
Myopia
Hyperopia
Colour Blindness
Colour Hypersensitivity
The
Unfocused
lens
The
Blurred
lens
The
Distorted
lens
Diagnosis &
Correction
Vision Basics
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Self Analysis Review Questionnaire
at the end of a study
Diagnosis
HyperopiaMyopia
Myopic
“Did my study provide
strong conclusions and
directions”
“Were my findings data
heavy”
Hyperopic
“Was my analysis granular”
“Did I consider anomalies”
“Was there adequate
evidence for my findings”
Peer/Mentor Reviews
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Mentoring Program
Interventions
Myopia
Broadening perspective
Encourage risk-taking
Go beyond data
Fly lower
Stronger search for
evidence
Big Picture thinking that is
grounded
Hyperopia
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Myopia Hyperopia
Interventions
Mentoring Program
Buddy System
Time & Distance
Training:
“Big Picture Thinking-Joining the Dots”
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Astigmatism
Self Analysis Review at the end of each study
“Did I overplay some parts and underplay others”
“Did I have trouble merging data”
Periodic Outsider Review
Diagnosis
Correcting Distortion
Balance & Merging in Proportion
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Astigmatism
Over-representing
the majority
Merging data in
large teams
Merging different
types of data
Develop norms for
merging
Break Silos
Frequent team
interaction,
brainstorming,
debriefing
Mentoring to learn
Data Democracy
Training :
“ Merging: Weights
& Proportions”
Ongoing Methods
Training Program
Merging in
Proportion
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Unfocused
lens
The
Blurred
lens
The
Distorted
lens
Vision Basics
The
Coloured
lens
The
Clouded
lens
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Personal
Cultural
Professional
experience
“This I Already Know”
TIAK syndrome
“Confirmation
Bias”
The
Coloured
lens
When
your
vision is
tinted
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Personal
Cultural
Professional
experience
Extreme
TIAK syndrome
Stop seeing anything new
Anticipate findings
Feel jaded, tired
No incremental insight
The
Coloured
lens
When
your
vision is
tinted
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Coloured
lens
Personal
Cultural
Professional
experience
The
Clouded
lens
Clouded by
Client
Perspectives
When
your
vision is
impeded
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Personal
Cultural
Professional
experience
Clouded by
Doubt
Do not trust
your eyes
The
Coloured
lens
The
Clouded
lens
When
your
vision is
impeded
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Coloured
lens
The
Clouded
lens
Colouring & Clouding
affect Objectivity
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Coloured
lens
The
Clouded
lens
Diagnosis
Self Analysis Review:
“Was I anticipating answers to my questions”
“Did I learn anything new in this study”
“Did my client find fresh insights”
“Did I feel bored while conducting this study”
“Were all my hypotheses ratified”
“Did I discount findings that were new, as outliers?”
Periodic Outsider Review
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Coloured
lens
The
Clouded
lens
Recognition of
bias
Building
confidence
“Challengers”
“Cross Pollination”
“Disconfirmation Bias”
“Detoxing through debriefing”
“Clearing the cupboard”
“Crop rotation”
“Cleansing the lens” workshops for client and agency
Tackling the Coloured and Clouded Lens
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Unfocused
lens
The
Blurred
lens
The
Distorted
lens
Vision Basics
The
Coloured
lens
The
Clouded
lens
Biases & Blind Spots
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
In our zeal to connect dots, clumps of “dark
data” are left out
Our quest for exciting stories can make us
blind to alternative narratives..
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Build powerful narratives
….without “blacking out” data
Confidence to report ‘no story’
Design Fluidity
Tell all stories
Follow through outriders
Periodic Audits to ensure Narrative Integrity
Narrative Integrity Agency Policy & Monitoring
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Unfocused
lens
The
Blurred
lens
The
Distorted
lens
Vision Basics
The
Coloured
lens
The
Clouded
lens
Biases & Blind Spots
Blinded by
the Light
Narrative Flaws
The Distant
lens
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The Distant
lens The Distant Lens
Periodic field & market visits to
challenge belief build ups
Advanced Connect Program
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
The
Unfocused
lens
The
Blurred
lens
The
Distorted
lens
Vision Basics
The
Coloured
lens
The
Clouded
lens
Biases & Blind Spots
Blinded by
the Light
Narrative Flaws
The Distant
lens
Remoteness
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Big Picture
Thinking
Cleansing
the Lens
Powerful &
True
Narratives
Stay
Connected
Vision Basics Biases & Blind Spots Narrative Flaws Remoteness
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
VISION PROGRAM
1. Big Picture Thinking:
Joining the Dots
2. Training on Merging
Data: Weights and
Balances
3. Methods Familiarity
Training
CLEANSING
PROGRAM
Cleansing the Lens
Workshop
Periodic Cleansing
Activity
NARRATIVE
INTEGRITY
AUDIT
ADVANCED
CONNECT
PROGRAM
Vision Basics Biases & Blind Spots Narrative Flaws Remoteness
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Self Analysis Reviews at the end of each
study
Mentor & Peer reviews of studies once a
quarter/ two quarters
Diagnosing the problems
Mentoring
Counseling
Peer Support
Building the
Support System
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Culture of
looking inward
Self Awareness
Meta-awareness
Towards 20/ 20 Vision
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
“The real voyage of
discovery consists not
in seeking new
landscapes but in
having new
Eyes
- MARCEL PROUST -
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Thank You!
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Q & A
Sue York
The Handbook of
Mobile Market
Research
Shobha Prasad
Drshti Strategic
Research Services
#NewMR 2016 Sponsors
Media Partner GreenBook
Cleansing the Lens: Towards 20/20 Vision
Shobha Prasad, India, Festival of NewMR 2016
Drshti is a Strategic Consulting and Marketing Research firm headquartered in Mumbai, India, offering qualitative and
quantitative research services in India and SE Asia. We focus on providing information based strategic perspective, and
have a philosophy of questioning established norms and theory, in our search for thinking that works.
We have assisted various companies in turning around and in building strong brands.
You can get in touch at
shobha.p@drshti.com
balaji.p@drshti.com
About Drshti
Drshti Strategic Research Services Pvt. Ltd.,
Malkani Chambers, 3rd Floor, Nehru Road, Vile Parle (East), Mumbai 400057, India
Tel: +91 22 30920222, +91 9619946078
www.drshti.com

Más contenido relacionado

Destacado

Amigos de pêlo adoção
Amigos de pêlo adoçãoAmigos de pêlo adoção
Amigos de pêlo adoçãoAmigos de pêlo
 
Tesina - El processament de la informació en els Nadius Digitals
Tesina - El processament de la informació en els Nadius DigitalsTesina - El processament de la informació en els Nadius Digitals
Tesina - El processament de la informació en els Nadius DigitalsAlbert Vinyals Ros
 
Nena's Restaurant Project (2)
Nena's Restaurant Project (2)Nena's Restaurant Project (2)
Nena's Restaurant Project (2)Veronica Flores
 
Evaluacion ciancias naturales estados de la materia
Evaluacion ciancias naturales estados de la materiaEvaluacion ciancias naturales estados de la materia
Evaluacion ciancias naturales estados de la materia19dima
 
Calendrier L1-2015-2016
Calendrier L1-2015-2016Calendrier L1-2015-2016
Calendrier L1-2015-2016MOUHAMAD SOW
 
IS-LM Modelll
IS-LM ModelllIS-LM Modelll
IS-LM ModelllPhilippxx
 
Psicología del consumidor. Compras online. Albert Vinyals. Hispacoop
Psicología del consumidor. Compras online. Albert Vinyals. HispacoopPsicología del consumidor. Compras online. Albert Vinyals. Hispacoop
Psicología del consumidor. Compras online. Albert Vinyals. HispacoopAlbert Vinyals Ros
 
How to Evaluate the Safety Performance of Contractors
How to Evaluate the Safety Performance of ContractorsHow to Evaluate the Safety Performance of Contractors
How to Evaluate the Safety Performance of Contractorsbrowzcompliance
 

Destacado (9)

Amigos de pêlo adoção
Amigos de pêlo adoçãoAmigos de pêlo adoção
Amigos de pêlo adoção
 
Tesina - El processament de la informació en els Nadius Digitals
Tesina - El processament de la informació en els Nadius DigitalsTesina - El processament de la informació en els Nadius Digitals
Tesina - El processament de la informació en els Nadius Digitals
 
Nena's Restaurant Project (2)
Nena's Restaurant Project (2)Nena's Restaurant Project (2)
Nena's Restaurant Project (2)
 
El vellocino de oro
El vellocino de oroEl vellocino de oro
El vellocino de oro
 
Evaluacion ciancias naturales estados de la materia
Evaluacion ciancias naturales estados de la materiaEvaluacion ciancias naturales estados de la materia
Evaluacion ciancias naturales estados de la materia
 
Calendrier L1-2015-2016
Calendrier L1-2015-2016Calendrier L1-2015-2016
Calendrier L1-2015-2016
 
IS-LM Modelll
IS-LM ModelllIS-LM Modelll
IS-LM Modelll
 
Psicología del consumidor. Compras online. Albert Vinyals. Hispacoop
Psicología del consumidor. Compras online. Albert Vinyals. HispacoopPsicología del consumidor. Compras online. Albert Vinyals. Hispacoop
Psicología del consumidor. Compras online. Albert Vinyals. Hispacoop
 
How to Evaluate the Safety Performance of Contractors
How to Evaluate the Safety Performance of ContractorsHow to Evaluate the Safety Performance of Contractors
How to Evaluate the Safety Performance of Contractors
 

Más de Ray Poynter

The State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and FindingsThe State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and FindingsRay Poynter
 
ResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis toolResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis toolRay Poynter
 
AI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from YasnaAI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from YasnaRay Poynter
 
Artificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So FarArtificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So FarRay Poynter
 
State of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMRState of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMRRay Poynter
 
Sudden Death of Beliefs
Sudden Death of BeliefsSudden Death of Beliefs
Sudden Death of BeliefsRay Poynter
 
Uncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden NarrativesUncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden NarrativesRay Poynter
 
Narrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at MondelēzNarrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at MondelēzRay Poynter
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in FocusRay Poynter
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in FocusRay Poynter
 
The State of Insights – September 2023
The State of Insights – September 2023The State of Insights – September 2023
The State of Insights – September 2023Ray Poynter
 
Research Thinking in the age of AI
Research Thinking in the age of AIResearch Thinking in the age of AI
Research Thinking in the age of AIRay Poynter
 
How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?Ray Poynter
 
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...Ray Poynter
 
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...Ray Poynter
 
Using Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in SurveysUsing Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in SurveysRay Poynter
 
Exploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPTExploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPTRay Poynter
 
Using Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative SurveysUsing Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative SurveysRay Poynter
 
How AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business GrowthHow AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business GrowthRay Poynter
 
Tech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer researchTech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer researchRay Poynter
 

Más de Ray Poynter (20)

The State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and FindingsThe State of AI in Insights and Research 2024: Results and Findings
The State of AI in Insights and Research 2024: Results and Findings
 
ResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis toolResearchWiseAI - an artificial intelligence driven research data analysis tool
ResearchWiseAI - an artificial intelligence driven research data analysis tool
 
AI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from YasnaAI-powered interviewing: Best practices from Yasna
AI-powered interviewing: Best practices from Yasna
 
Artificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So FarArtificial Intelligence and Qual: The Story So Far
Artificial Intelligence and Qual: The Story So Far
 
State of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMRState of Research Insights in Q1, 2024 from NewMR
State of Research Insights in Q1, 2024 from NewMR
 
Sudden Death of Beliefs
Sudden Death of BeliefsSudden Death of Beliefs
Sudden Death of Beliefs
 
Uncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden NarrativesUncovering Consumers’ Hidden Narratives
Uncovering Consumers’ Hidden Narratives
 
Narrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at MondelēzNarrative Exploration of New Categories at Mondelēz
Narrative Exploration of New Categories at Mondelēz
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in Focus
 
The Future in Focus
The Future in FocusThe Future in Focus
The Future in Focus
 
The State of Insights – September 2023
The State of Insights – September 2023The State of Insights – September 2023
The State of Insights – September 2023
 
Research Thinking in the age of AI
Research Thinking in the age of AIResearch Thinking in the age of AI
Research Thinking in the age of AI
 
How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?How might AI impact Research and Insights over the next two years?
How might AI impact Research and Insights over the next two years?
 
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...
 
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...
 
Using Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in SurveysUsing Generative AI to Assess the Quality of Open-Ended Responses in Surveys
Using Generative AI to Assess the Quality of Open-Ended Responses in Surveys
 
Exploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPTExploring the future of verbatim coding with ChatGPT
Exploring the future of verbatim coding with ChatGPT
 
Using Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative SurveysUsing Generative AI to bring Qualitative Capabilities to Quantitative Surveys
Using Generative AI to bring Qualitative Capabilities to Quantitative Surveys
 
How AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business GrowthHow AI / ChatGPT Drives Business Growth
How AI / ChatGPT Drives Business Growth
 
Tech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer researchTech for tech’s sake? Learnings from experiments with AI in consumer research
Tech for tech’s sake? Learnings from experiments with AI in consumer research
 

Último

2024 Social Trends Report V4 from Later.com
2024 Social Trends Report V4 from Later.com2024 Social Trends Report V4 from Later.com
2024 Social Trends Report V4 from Later.comnmislamchannal
 
Martal Group - B2B Lead Gen Agency - Onboarding Overview
Martal Group - B2B Lead Gen Agency - Onboarding OverviewMartal Group - B2B Lead Gen Agency - Onboarding Overview
Martal Group - B2B Lead Gen Agency - Onboarding OverviewMartal Group
 
Digital-Marketing-Into-by-Zoraiz-Ahmad.pptx
Digital-Marketing-Into-by-Zoraiz-Ahmad.pptxDigital-Marketing-Into-by-Zoraiz-Ahmad.pptx
Digital-Marketing-Into-by-Zoraiz-Ahmad.pptxZACGaming
 
Hannah Brady - Powering Up Your Brand with Content @ Force24 All leads
Hannah Brady - Powering Up Your Brand with Content @ Force24 All leadsHannah Brady - Powering Up Your Brand with Content @ Force24 All leads
Hannah Brady - Powering Up Your Brand with Content @ Force24 All leadsHannahBrady19
 
The 9th May Incident in Pakistan A Turning Point in History.pptx
The 9th May Incident in Pakistan A Turning Point in History.pptxThe 9th May Incident in Pakistan A Turning Point in History.pptx
The 9th May Incident in Pakistan A Turning Point in History.pptxelizabethella096
 
W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...William (Bill) H. Bender, FCSI
 
VIP Call Girls Dongri WhatsApp +91-9833363713, Full Night Service
VIP Call Girls Dongri WhatsApp +91-9833363713, Full Night ServiceVIP Call Girls Dongri WhatsApp +91-9833363713, Full Night Service
VIP Call Girls Dongri WhatsApp +91-9833363713, Full Night Servicemeghakumariji156
 
Resumé Karina Perez | Digital Strategist
Resumé Karina Perez | Digital StrategistResumé Karina Perez | Digital Strategist
Resumé Karina Perez | Digital StrategistKarina Perez
 
Cartona.pptx. Marketing how to present your project very well , discussed a...
Cartona.pptx.   Marketing how to present your project very well , discussed a...Cartona.pptx.   Marketing how to present your project very well , discussed a...
Cartona.pptx. Marketing how to present your project very well , discussed a...BeshoyFawaz1
 
Unlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich ManuscriptUnlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich Manuscriptelizabethella096
 
Tata Punch brochure with complete detail of all the variants
Tata Punch brochure with complete detail of all the variantsTata Punch brochure with complete detail of all the variants
Tata Punch brochure with complete detail of all the variantsRiteshVishambhari
 
Crypto Quantum Leap - Digital - membership area
Crypto Quantum Leap -  Digital - membership areaCrypto Quantum Leap -  Digital - membership area
Crypto Quantum Leap - Digital - membership areajaynee G
 
Press Release Distribution Evolving with Digital Trends.pdf
Press Release Distribution Evolving with Digital Trends.pdfPress Release Distribution Evolving with Digital Trends.pdf
Press Release Distribution Evolving with Digital Trends.pdfPR Wires
 
Rise and fall of Kulula.com, an airline won consumers by different marketing ...
Rise and fall of Kulula.com, an airline won consumers by different marketing ...Rise and fall of Kulula.com, an airline won consumers by different marketing ...
Rise and fall of Kulula.com, an airline won consumers by different marketing ...ssusereaa7d9
 
personal branding kit for music business
personal branding kit for music businesspersonal branding kit for music business
personal branding kit for music businessbrjohnson6
 
Aligarh Hire 💕 8250092165 Young and Hot Call Girls Service Agency Escorts
Aligarh Hire 💕 8250092165 Young and Hot Call Girls Service Agency EscortsAligarh Hire 💕 8250092165 Young and Hot Call Girls Service Agency Escorts
Aligarh Hire 💕 8250092165 Young and Hot Call Girls Service Agency Escortsmeghakumariji156
 
Aiizennxqc Digital Marketing | SEO & SMM
Aiizennxqc Digital Marketing | SEO & SMMAiizennxqc Digital Marketing | SEO & SMM
Aiizennxqc Digital Marketing | SEO & SMMaiizennxqc
 
10 Email Marketing Best Practices to Increase Engagements, CTR, And ROI
10 Email Marketing Best Practices to Increase Engagements, CTR, And ROI10 Email Marketing Best Practices to Increase Engagements, CTR, And ROI
10 Email Marketing Best Practices to Increase Engagements, CTR, And ROIShamsudeen Adeshokan
 
SALES-PITCH-an-introduction-to-sales.pptx
SALES-PITCH-an-introduction-to-sales.pptxSALES-PITCH-an-introduction-to-sales.pptx
SALES-PITCH-an-introduction-to-sales.pptx23397013
 
How consumers use technology and the impacts on their lives
How consumers use technology and the impacts on their livesHow consumers use technology and the impacts on their lives
How consumers use technology and the impacts on their livesMathuraa
 

Último (20)

2024 Social Trends Report V4 from Later.com
2024 Social Trends Report V4 from Later.com2024 Social Trends Report V4 from Later.com
2024 Social Trends Report V4 from Later.com
 
Martal Group - B2B Lead Gen Agency - Onboarding Overview
Martal Group - B2B Lead Gen Agency - Onboarding OverviewMartal Group - B2B Lead Gen Agency - Onboarding Overview
Martal Group - B2B Lead Gen Agency - Onboarding Overview
 
Digital-Marketing-Into-by-Zoraiz-Ahmad.pptx
Digital-Marketing-Into-by-Zoraiz-Ahmad.pptxDigital-Marketing-Into-by-Zoraiz-Ahmad.pptx
Digital-Marketing-Into-by-Zoraiz-Ahmad.pptx
 
Hannah Brady - Powering Up Your Brand with Content @ Force24 All leads
Hannah Brady - Powering Up Your Brand with Content @ Force24 All leadsHannah Brady - Powering Up Your Brand with Content @ Force24 All leads
Hannah Brady - Powering Up Your Brand with Content @ Force24 All leads
 
The 9th May Incident in Pakistan A Turning Point in History.pptx
The 9th May Incident in Pakistan A Turning Point in History.pptxThe 9th May Incident in Pakistan A Turning Point in History.pptx
The 9th May Incident in Pakistan A Turning Point in History.pptx
 
W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...
 
VIP Call Girls Dongri WhatsApp +91-9833363713, Full Night Service
VIP Call Girls Dongri WhatsApp +91-9833363713, Full Night ServiceVIP Call Girls Dongri WhatsApp +91-9833363713, Full Night Service
VIP Call Girls Dongri WhatsApp +91-9833363713, Full Night Service
 
Resumé Karina Perez | Digital Strategist
Resumé Karina Perez | Digital StrategistResumé Karina Perez | Digital Strategist
Resumé Karina Perez | Digital Strategist
 
Cartona.pptx. Marketing how to present your project very well , discussed a...
Cartona.pptx.   Marketing how to present your project very well , discussed a...Cartona.pptx.   Marketing how to present your project very well , discussed a...
Cartona.pptx. Marketing how to present your project very well , discussed a...
 
Unlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich ManuscriptUnlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich Manuscript
 
Tata Punch brochure with complete detail of all the variants
Tata Punch brochure with complete detail of all the variantsTata Punch brochure with complete detail of all the variants
Tata Punch brochure with complete detail of all the variants
 
Crypto Quantum Leap - Digital - membership area
Crypto Quantum Leap -  Digital - membership areaCrypto Quantum Leap -  Digital - membership area
Crypto Quantum Leap - Digital - membership area
 
Press Release Distribution Evolving with Digital Trends.pdf
Press Release Distribution Evolving with Digital Trends.pdfPress Release Distribution Evolving with Digital Trends.pdf
Press Release Distribution Evolving with Digital Trends.pdf
 
Rise and fall of Kulula.com, an airline won consumers by different marketing ...
Rise and fall of Kulula.com, an airline won consumers by different marketing ...Rise and fall of Kulula.com, an airline won consumers by different marketing ...
Rise and fall of Kulula.com, an airline won consumers by different marketing ...
 
personal branding kit for music business
personal branding kit for music businesspersonal branding kit for music business
personal branding kit for music business
 
Aligarh Hire 💕 8250092165 Young and Hot Call Girls Service Agency Escorts
Aligarh Hire 💕 8250092165 Young and Hot Call Girls Service Agency EscortsAligarh Hire 💕 8250092165 Young and Hot Call Girls Service Agency Escorts
Aligarh Hire 💕 8250092165 Young and Hot Call Girls Service Agency Escorts
 
Aiizennxqc Digital Marketing | SEO & SMM
Aiizennxqc Digital Marketing | SEO & SMMAiizennxqc Digital Marketing | SEO & SMM
Aiizennxqc Digital Marketing | SEO & SMM
 
10 Email Marketing Best Practices to Increase Engagements, CTR, And ROI
10 Email Marketing Best Practices to Increase Engagements, CTR, And ROI10 Email Marketing Best Practices to Increase Engagements, CTR, And ROI
10 Email Marketing Best Practices to Increase Engagements, CTR, And ROI
 
SALES-PITCH-an-introduction-to-sales.pptx
SALES-PITCH-an-introduction-to-sales.pptxSALES-PITCH-an-introduction-to-sales.pptx
SALES-PITCH-an-introduction-to-sales.pptx
 
How consumers use technology and the impacts on their lives
How consumers use technology and the impacts on their livesHow consumers use technology and the impacts on their lives
How consumers use technology and the impacts on their lives
 

Shoba Prasad Festival of NewMR 2016

  • 1. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Cleansing the Lens Towards 20/20 Vision Shobha Prasad Drshti Strategic Research Services, India February, 2016 #NewMR 2016 Sponsors Media Partner GreenBook
  • 2. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Vision Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 3. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Unfocused lens The Blurred lens The Distorted lens The Coloured lens The Clouded lens Blinded by the Light The Distant lens Flaws in the lens Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 4. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Myopia Hyperopia The Unfocused lens The Blurred lens The Distorted lens Vision Basics Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 5. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Myopia Hyperopia The Unfocused lens
  • 6. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Colour Blindness Colour Hypersensitivity The Unfocused lens The Blurred lens The Distorted lens Vision Basics Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 7. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Unfocused lens Colour Blind Colour Hypersensitive Not enough slicing Bland outputs Overslicing Confused outputs The Blurred lens
  • 8. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Astigmatism The Unfocused lens The Blurred lens The Distorted lens Vision Basics Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 9. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 “Parts of data may be blown out of all proportion…” Astigmatism The Distorted lens
  • 10. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Astigmatism Myopia Hyperopia Colour Blindness Colour Hypersensitivity The Unfocused lens The Blurred lens The Distorted lens Diagnosis & Correction Vision Basics Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 11. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Self Analysis Review Questionnaire at the end of a study Diagnosis HyperopiaMyopia Myopic “Did my study provide strong conclusions and directions” “Were my findings data heavy” Hyperopic “Was my analysis granular” “Did I consider anomalies” “Was there adequate evidence for my findings” Peer/Mentor Reviews Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 12. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Mentoring Program Interventions Myopia Broadening perspective Encourage risk-taking Go beyond data Fly lower Stronger search for evidence Big Picture thinking that is grounded Hyperopia Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 13. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Myopia Hyperopia Interventions Mentoring Program Buddy System Time & Distance Training: “Big Picture Thinking-Joining the Dots” Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 14. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Astigmatism Self Analysis Review at the end of each study “Did I overplay some parts and underplay others” “Did I have trouble merging data” Periodic Outsider Review Diagnosis Correcting Distortion Balance & Merging in Proportion Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 15. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Astigmatism Over-representing the majority Merging data in large teams Merging different types of data Develop norms for merging Break Silos Frequent team interaction, brainstorming, debriefing Mentoring to learn Data Democracy Training : “ Merging: Weights & Proportions” Ongoing Methods Training Program Merging in Proportion Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 16. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Unfocused lens The Blurred lens The Distorted lens Vision Basics The Coloured lens The Clouded lens Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 17. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Personal Cultural Professional experience “This I Already Know” TIAK syndrome “Confirmation Bias” The Coloured lens When your vision is tinted Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 18. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Personal Cultural Professional experience Extreme TIAK syndrome Stop seeing anything new Anticipate findings Feel jaded, tired No incremental insight The Coloured lens When your vision is tinted
  • 19. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Coloured lens Personal Cultural Professional experience The Clouded lens Clouded by Client Perspectives When your vision is impeded
  • 20. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Personal Cultural Professional experience Clouded by Doubt Do not trust your eyes The Coloured lens The Clouded lens When your vision is impeded
  • 21. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Coloured lens The Clouded lens Colouring & Clouding affect Objectivity
  • 22. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Coloured lens The Clouded lens Diagnosis Self Analysis Review: “Was I anticipating answers to my questions” “Did I learn anything new in this study” “Did my client find fresh insights” “Did I feel bored while conducting this study” “Were all my hypotheses ratified” “Did I discount findings that were new, as outliers?” Periodic Outsider Review
  • 23. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Coloured lens The Clouded lens Recognition of bias Building confidence “Challengers” “Cross Pollination” “Disconfirmation Bias” “Detoxing through debriefing” “Clearing the cupboard” “Crop rotation” “Cleansing the lens” workshops for client and agency Tackling the Coloured and Clouded Lens
  • 24. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Unfocused lens The Blurred lens The Distorted lens Vision Basics The Coloured lens The Clouded lens Biases & Blind Spots Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 25. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 26. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 27. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 In our zeal to connect dots, clumps of “dark data” are left out Our quest for exciting stories can make us blind to alternative narratives.. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 28. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Build powerful narratives ….without “blacking out” data Confidence to report ‘no story’ Design Fluidity Tell all stories Follow through outriders Periodic Audits to ensure Narrative Integrity Narrative Integrity Agency Policy & Monitoring
  • 29. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Unfocused lens The Blurred lens The Distorted lens Vision Basics The Coloured lens The Clouded lens Biases & Blind Spots Blinded by the Light Narrative Flaws The Distant lens Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 30. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Distant lens The Distant Lens Periodic field & market visits to challenge belief build ups Advanced Connect Program Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 31. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 The Unfocused lens The Blurred lens The Distorted lens Vision Basics The Coloured lens The Clouded lens Biases & Blind Spots Blinded by the Light Narrative Flaws The Distant lens Remoteness Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 32. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Big Picture Thinking Cleansing the Lens Powerful & True Narratives Stay Connected Vision Basics Biases & Blind Spots Narrative Flaws Remoteness Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 33. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 VISION PROGRAM 1. Big Picture Thinking: Joining the Dots 2. Training on Merging Data: Weights and Balances 3. Methods Familiarity Training CLEANSING PROGRAM Cleansing the Lens Workshop Periodic Cleansing Activity NARRATIVE INTEGRITY AUDIT ADVANCED CONNECT PROGRAM Vision Basics Biases & Blind Spots Narrative Flaws Remoteness Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 34. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Self Analysis Reviews at the end of each study Mentor & Peer reviews of studies once a quarter/ two quarters Diagnosing the problems Mentoring Counseling Peer Support Building the Support System Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016
  • 35. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Culture of looking inward Self Awareness Meta-awareness Towards 20/ 20 Vision
  • 36. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 “The real voyage of discovery consists not in seeking new landscapes but in having new Eyes - MARCEL PROUST -
  • 37. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Thank You!
  • 38. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Q & A Sue York The Handbook of Mobile Market Research Shobha Prasad Drshti Strategic Research Services #NewMR 2016 Sponsors Media Partner GreenBook
  • 39. Cleansing the Lens: Towards 20/20 Vision Shobha Prasad, India, Festival of NewMR 2016 Drshti is a Strategic Consulting and Marketing Research firm headquartered in Mumbai, India, offering qualitative and quantitative research services in India and SE Asia. We focus on providing information based strategic perspective, and have a philosophy of questioning established norms and theory, in our search for thinking that works. We have assisted various companies in turning around and in building strong brands. You can get in touch at shobha.p@drshti.com balaji.p@drshti.com About Drshti Drshti Strategic Research Services Pvt. Ltd., Malkani Chambers, 3rd Floor, Nehru Road, Vile Parle (East), Mumbai 400057, India Tel: +91 22 30920222, +91 9619946078 www.drshti.com