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Anonymous A
on Feb 23, 2021
Global
I want to receive updates regarding this question via email.

At what point in the case does the interviewee state hypothesis?

At what point in the case does the interviewee state hypothesis? From using Victor Cheng, and Managment Consulted material, I get the feeling that the answer is ASAP. However, I feel more comfortable stating a hypothesis after doing some analysis of the numbers. Are VC and MC essentially saying if the economic environment and current/future state of the industry work in the favour of the client, declare a 'positive' hypothesis, and then test if this is right with numbers gotten from futher analysis of the company? Please share thoughts. Thanks! :) 

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Ian
Coach
edited on Feb 23, 2021
Top US BCG / MBB Coach - 5,000 sessions |Tech, Platinion, Big 4 | 9/9 personal interviews passed | 95% candidate success

Hi there,

Victor Cheng is wrong :) His method was great in the past but is outdated.

Your instinct to wait until you get further informaiton is correct. However, remember that your framework is essentially a set of hypotheses. That's why I prefer to call this "hypotheses-drive approach" or "objective-driven approach"

You don't need to state it explicitly, but remember that 1) You need to always be thinking about one and 2) You need to be demonstrating your drive towards one.

Also, remember that a hypothesis isn't necessarily "I believe x is the cause". Be better hypothesis is "If we can see what's happening with A, and A is going up, and then we look into B and B is big, then x is likely the case".

A hypothesis is much more about what questions do I need to ask/answer and how, in order to see what's happening.

Another way of viewing it:

Your framework is your structure for approaching the problem. It consits of a few main areas you'd like to look at. Inherent in your framework is a view that "If I answer A, B, and C, then we have an answer"

So, for market entry:

1) If the market is big, and it's growing, then we still want to considering entering

2) If #1 = yes, then let's see if it's attractive...can we win there? Is our product good/better than our competition's? Etc. If yes, let's definitely consider entering.

3) If #1 and #2 = yes, then, when we do enter, are we sure we can win? I.e. do we have the right plans. Will implementation actually pan out? Do we have the expertise, capital, etc.? In other words, if #2 is the thearectical, #3 is the reality.

Then, your summary becomes "I believe we should enter the market, if we can prove it's a good market, the it's attractive to us specifically, and that we will win it".

^Now this is a hypothesis :)

Read these 2 Q&As for some great context + discussion:

https://www.preplounge.com/en/consulting-forum/interviewer-led-case-interview-hyposthesis-and-ideas-7390

https://www.preplounge.com/en/consulting-forum/forming-a-hypothesis-case-in-point-vs-victor-cheng-7311

Hope this helps! This is a tricky topic that's difficult to properly answer in writting...if you want a more thorough explanation, and training in the mindset shift required here, don't hesitate to reach out!

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Deleted user
on Feb 25, 2021

I agree with VC, MC here. The reason is that the hypothesis is a great starting point to develop a strong case framework. And it does not matter if the initial hypothesis is correct or not. Take a market entry case as example:

State a hypothesis before building a framework that builds on several assertions:

The client should enter the market, because

  • the market is sizeable and growing
  • none of the major competitors has entered the market yet
  • customer demand has been slowly building and is expected to continue doing so because of global trends
  • the client has the production capacity and supply chain capabilities to execute the market entry quick and effectively.

​And before you know it, you have built a strong framework with four buckets that you can check off like a check list. At the end of the case you take account and see how many of the boxes have been checked. If one of the assertions has not been confirmed, you can brainstorm how material that is and if there are any mitigation strategies and make your final recommendation.

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Clara
Coach
on Feb 24, 2021
McKinsey | Awarded professor at Master in Management @ IE | MBA at MIT |+180 students coached | Integrated FIT Guide aut

Hello!

I wouldn´t dare to say that Cheng´s method is wrong -at the end, he has been a guru-, but for sure is not the most up-to-date one you can find. 

I don´t encourage to make state hypothesis and make the trees to proof them, but rather to think of hypothesis as triggers for the issue tree

Hope it helps!

Cheers, 

Clara

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Ken
Coach
on Feb 25, 2021
Ex-McKinsey final round interviewer | Executive Coach

I encourage candidates to be in a habit of being hypothesis-driven throughout the case, especially in the structuring.

Take a standard profitability case, you want to have an 'informed' in-going hypothesis around whether it is a revenue vs. cost problem so that you can priortiise your initial structure. If you deem it to be a cost problem, you develop a hypothesis around what may be the largest cost buckets that may be causing the profitability issue. For each of the cost buckets you identify, you can develop individual hypotheses around what the key drivers might be. For example, fuel cost is a large cost for an airline, is the increase in fuel cost driven externally by fuel prices increasing, or increased fuel consupmtion due to poor air traffic management/airport operations, as well as internally due to poor procurement practices in terms of negotiating/hedging on fuel price, or bad fuel management practices by pilots, etc. etc.

You don't need to be as explicit in always saying "my hypothesis is x due to a, b and c" as an experienced interviewer will understand how you are being hypothesis driven to break down the problem and dig deeper to understand the key issues.

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Florian
Coach
on Feb 24, 2021
1400 5-star reviews across platforms | 600+ offers | Highest-rated case book on Amazon | Uni lecturer in US, Asia, EU

Hey there, 

The hypotheses are your guiding anchors throughout the case. They should inform

  • your structure
  • the insights you take out of a chart
  • you calculation logic and what you make of the results
  • recommendation

That being said, the most elegant way is to come up with a hypothesis at the end of each element of the case.

E.g. You deliver a clear structure with several elements, then dive deeper to conduct your analysis and prioritize (The prioritization is the hypothesis,...).

Cheers,

Florian

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Luca
Coach
on Feb 25, 2021
BCG |NASA | SDA Bocconi & Cattolica partner | GMAT expert 780/800 score | 200+ students coached

Hello,

I get your point, I do not completely agree with Cheng on this point. I prefer my candidates to write down a structure and tell me clearly how they are gonna to analyse the case in order to identify the issue. Sometimes you can do some high level educated guess ( e.g. in some P&L cases you could have elements to suggest to focus on variable costs instead of revenues) but other times state an hypothesis is like flipping a coin and I don't get what is the benefit of doing that.

My final suggestion is to state an hypothesis when you have elements that support your hypothesis but to be structured since the beginning, making clear why you want to do a specific analysis (this is why Cheng suggests to always have an hypoteshis in your mind).

Feel free to contact me if you want to discuss more on this.

Best,
Luca

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Gaurav
Coach
on Feb 27, 2021
#1 MBB Coach(Placed 750+ in MBBs & 1250+ in Tier2)| The Only 360° coach(Ex-McKinsey+Certified Coach+Active recruiter)

Hi there, 

stating a hypothesis asap might be more complicated than as you proposed. Hypothesis-driven would be my suggestion, too. 

GB

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The Role of the Hypothesis in Consulting
In the field of consulting, the hypothesis plays a central role in the analysis of problems, the development of solutions and the derivation of strategic recommendations. A hypothesis is a preliminary assumption or conjecture made on the basis of existing information and data. It serves as a starting point for investigations to gain empirically verifiable knowledge. This article explores the meaning, purpose, and application of hypotheses in the consulting context. The Importance of a Hypothesis in ConsultingIn the world of consulting, where complex business issues must be solved, the hypothesis is a fundamental component in developing structured approaches to solving them. A hypothesis allows consultants to sort through their thoughts and focus specifically on certain aspects of an issue. It also serves as a guideline to direct and guide the research process as data are collected and analyzed.The hypothesis also functions as an "educated guess" or informed conjecture based on existing knowledge, experience, and market insights. It helps structure the advisory process and guide efforts in the right direction. Components of a HypothesisA well-formulated hypothesis consists of several essential components:Independent and Dependent Variables: The hypothesis defines the relationship between an independent (manipulated) variable and a dependent (measured) variable. The independent variable is the one that is purposefully changed in an experiment, while the dependent variable is the response that is measured.Prediction: The hypothesis contains a clear prediction about how the change in the independent variable will affect the dependent variable. This prediction is what is tested in the experiment.Testability: A hypothesis must be testable, meaning that it can be tested by experimental investigation. It should be formulated in such a way that its correctness or incorrectness can be determined from observations and data.Clear Formulation: the hypothesis should be precise and clearly formulated to avoid misunderstandings. Clear wording also facilitates communication of the results. The Purpose of a Hypothesis in ConsultingFormulating a hypothesis serves several important purposes in consulting:Directional Thinking: A hypothesis forces consultants to think about possible causes and relationships that may have led to a problem. It promotes structured thinking and prevents aimless poking around in problem-solving.Focused Analysis: Hypotheses help focus the investigation on relevant data and information. This prevents an overload of unimportant details and allows for an in-depth analysis of the aspects that are most likely to have an impact.Measurable Results: A clear hypothesis makes it possible to establish concrete criteria for the success or failure of an investigation. This creates a basis for evaluating the effectiveness of proposed solutions.Structured Communication: A precisely formulated hypothesis facilitates communication between consultants and clients. It enables the planned steps, methods and expected results to be communicated in an understandable way. The Application of Hypotheses in ConsultingThe use of hypotheses in consulting spans several key phases of the consulting process and contributes significantly to structuring and finding solutions. In the problem identification phase, hypotheses help identify potential causes and influencing factors of a business problem by serving as a starting point for in-depth investigations.During data collection and analysis, hypotheses act as a guide to extract targeted relevant information, enabling more precise and focused data analysis.In the solution development phase, hypotheses play an important role in the evaluation and selection of different solution approaches. By serving as criteria to assess the probability of success of different options, they contribute to the development of the most promising solutions. Finally, hypotheses enable strategic recommendations to be derived. They provide a sound basis for formulating persuasive arguments in favor of particular strategies and for convincing clients of the soundness of proposed actions.Overall, the application of hypotheses functions as a systematic approach in consulting to bring structure to complex issues, perform targeted analyses, and ultimately derive informed decisions. This approach promotes the efficiency and effectiveness of the consulting process and ensures that the solutions developed are based on sound and validated assumptions. ConclusionThe hypothesis is an essential tool in consulting that helps structure complex problems, conduct targeted analyses, and derive informed solutions. It promotes a structured and focused approach and plays a crucial role in communicating ideas and recommendations to clients. In an industry based on informed decision-making, hypothesis is a powerful tool to influence the success of consulting projects.
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