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by Piyanka Jain
Premium summary · Opens in the app · 30 min read
Every day, businesses make thousands of decisions. Some are small: which email subject line will perform better? Some are large: should we enter a new market or double down on an existing one? Behind each decision sits a pile of data, waiting to be used. Yet most professionals do not use it.
**Author:** Piyanka Jain
**Estimated Reading Time:** 45 minutes
**What You'll Learn**
How to use analytics as a practical decision-making tool without needing advanced technical skills. You will discover a structured framework for turning raw data into actionable business insights, learn when simple analysis beats complex modeling, and understand how to build organizational support for data-driven decisions.
**Who This Book Is For**
Business professionals who want to make better decisions using data but feel intimidated by analytics. Marketing managers, product leaders, operations directors, customer service heads, and anyone who suspects their organization is sitting on valuable information it does not know how to use.
Every day, businesses make thousands of decisions. Some are small: which email subject line will perform better? Some are large: should we enter a new market or double down on an existing one? Behind each decision sits a pile of data, waiting to be used. Yet most professionals do not use it. The reason is not a lack of intelligence. It is a lack of confidence. Analytics has been positioned as a specialized discipline requiring advanced degrees, programming skills, and complex statistical knowledge. The message many professionals have internalized is clear: analytics is for data scientists, not for you. Piyanka Jain wrote this book to dismantle that belief. She argues that the majority of business decisions do not require sophisticated predictive models or machine learning algorithms. They require clear thinking, a structured approach, and the willingness to ask good questions. In fact, she estimates that seventy to eighty percent of business decisions can be addressed using simple analytical techniques that any professional can learn and execute in a spreadsheet. The problem is not that analytics is too hard. The problem is that most people have never been shown a practical way to do it. They have been taught statistics in school, but not how to apply it to a real business problem. They have been given access to dashboards, but not told how to use them to make decisions. They have been told that data is valuable, but not how to extract that value. This book fills that gap. It provides a clear, five-step framework called BADIR that walks you through the entire analytics process, from defining the business question to presenting recommendations that drive action. The framework is not theoretical. It has been used by Jain and her team at Aryng, a management consulting company, to help organizations across industries solve real problems and generate measurable impact. What makes this book different is its practicality. It does not ask you to learn Python or R. It does not require you to understand neural networks or deep learning. It asks you to use tools you already have,…
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Get the complete summary in the appAnalytics is not rocket science. Any business professional can use it to drive impact.
The BADIR framework is your roadmap: Business Question, Analysis Plan, Data Collection, Insights, Recommendations.
Always start with the business question, never the data.
Most business decisions can be solved with simple analytical techniques in Excel.
Develop hypotheses before collecting data to prevent confirmation bias.
Check data quality before analysis. Bad data leads to bad decisions.
"Behind Every Good Decision" is a strong fit if you want practical ideas around business, management, self help, especially themes like analytics is not rocket science. any business professional can use it to drive impact; the badir framework is your roadmap: business question, analysis plan, data collection, insights, recommendations. The MinuteRead summary distills these concepts into a focused read, whether you're deciding whether to buy the book or applying its lessons at work.
Motivated to help readers with "Analytics is the science of applying a structured method to solve a business problem using data and analysis, Piyanka Jain wrote “Behind Every Good Decision” to package those ideas for a fast, focused read. In “Behind Every Good Decision”, Piyanka Jain focuses on "Analytics is the science of applying a structured method to solve a business problem using data and analysis. Through “Behind Every Good Decision”, Piyanka Jain distills the core ideas on business into l…
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