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QuantQual Book Club: Small Data
Friday, March 8, 2024 • QuantQual Interest Group
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QuantQual Book Club: Small Data
Speakers: Iulia Cornigeanu
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Summary

In a context dominated by conversations about AI and big data, it’s a great moment to revisit the concept of “small data,” and discuss the significance of small observations and intimate details in understanding consumer behavior and its impact on making successful business decisions. Martin Lindstrom's classic book Small Data sheds a bright light on how sometimes big data and big decisions stand firm on small data nuggets. Join us for a discussion of Martin's work—even if you've not yet read Small Data (but extra credit if you have!). Bring your questions and experiences to share.

Key Insights

  • Engaging with small data can foster emotionally driven connections between brands and consumers.

  • Recycling insights enables the use of previous observations for current data interpretation and problem-solving.

  • Cultural context plays a pivotal role in evaluating the relevance or expiration of data insights.

  • Triangulation and recycling insights, although similar, serve different purposes in data analysis.

  • Big data can sometimes mask the nuances captured by small data, leading to misleading conclusions.

  • Quality metrics, like NPS and CSAT, can misrepresent true customer sentiments if not accompanied by qualitative feedback.

  • Experimentation and interventions often yield different outcomes when assessed through quantitative vs qualitative lenses.

  • Timeliness of data is crucial; what was once relevant may become obsolete with changes in consumer behavior.

  • Building a repository of insights can facilitate faster decision-making and knowledge sharing across teams.

  • Leaders in organizations need to foster a culture of inquiry to challenge the validity of metrics used for decision-making.

Notable Quotes

"It's great to see some familiar and some new people here."

"We are a community on a mission to facilitate and strengthen cross-disciplinary collaboration between data practitioners."

"I've had better feelings about this book after several reads."

"Small insights can build a personalized connection between brands and customers."

"Emotion is key in creating lasting customer experiences."

"Recycling insights allows us to uncover deeper meanings and new connections."

"The context from which insights are drawn is crucial to their relevance."

"Can insights have an expiration date?"

"We've worked hard to connect the dots across different projects and experiences."

"The interplay between big and small data is vital for understanding consumer behavior."

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