Summary of HOW TO SOLVE PROBLEMS - How do consulting firms work (hypothesis-based problem solving explained)
Main Ideas and Concepts
- Hypothesis-Driven Problem Solving:
- Key Characteristics:
- Starts with a business problem and involves defining the project scope and outcome.
- Focuses on data collection and analysis to address complex issues.
- Encourages forming hypotheses early in the problem-solving process rather than waiting until all data is collected.
- Process Overview:
- Identify the business problem (e.g., declining profits).
- Formulate hypotheses based on existing knowledge.
- Test and refine these hypotheses through data collection and analysis.
- Practical Application:
- Example of a mobile payment service entering the Brazilian market:
- Hypotheses might include market growth, affinity for mobile payments, product attractiveness, and competition levels.
- Initial hypotheses guide the data collection process and help structure the analysis.
- Example of a mobile payment service entering the Brazilian market:
- Iterative Approach:
- The process is iterative; hypotheses can be verified or falsified, leading to adjustments in conclusions and recommendations.
- Project Structuring:
- Break down the project into key drivers or components.
- Apply the MECE (Mutually Exclusive, Collectively Exhaustive) principle to ensure thorough coverage without overlap.
Methodology Steps
- Define the Business Problem:
- Understand the challenge faced by the management.
- Establish Initial Hypotheses:
- Ask what you already know and what potential solutions could be.
- Conduct Data Analysis:
- Collect data relevant to the hypotheses.
- Focus on verifying or falsifying the initial hypotheses.
- Iterate and Refine:
- Adjust hypotheses based on findings from data analysis.
- Ensure conclusions remain valid even if some hypotheses are rejected.
- Structure the Project:
- Translate management objectives into project objectives.
- Break down the project into modules or workstreams.
- Communicate Findings:
- Be prepared to present initial hypotheses and findings to stakeholders.
Speakers and Sources
- Heinrich: The main speaker, sharing insights from his experience in consulting and providing practical advice on Hypothesis-Driven Problem Solving.
- Firm Learning: The channel where this video is featured, aimed at helping individuals succeed in their early careers.
Notable Quotes
— 03:00 — « This is more of an academic approach. You need to look into everything you do all your research and then maybe in the very end you can come up with a solution. »
— 03:22 — « The key to being successful in business is always already having some kind of goal, some key message, some key result already in your head. »
— 06:24 — « This hypothesis driven approach is very helpful because on day one you are asking yourself, okay what would it mean for a country to be an attractive target for market entry. »
— 09:09 — « If you mess this up, then like your whole and end of the structure will be messed up and you will not get to the right results. »
— 09:48 — « Whenever you falsify an hypothesis, you need to ask yourself whether the conclusions that you hypothesized now are still valid. »
Category
Educational