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Designing and Developing Analytics-Based Data Products Net Present Value (NPV) / MBA Resources

Introduction to Net Present Value (NPV) - What is Net Present Value (NPV) ? How it impacts financial decisions regarding project management?

NPV solution for Designing and Developing Analytics-Based Data Products case study


At Oak Spring University, we provide corporate level professional Net Present Value (NPV) case study solution. Designing and Developing Analytics-Based Data Products case study is a Harvard Business School (HBR) case study written by Thomas H. Davenport, Stephan Kudyba. The Designing and Developing Analytics-Based Data Products (referred as “Products Analytics” from here on) case study provides evaluation & decision scenario in field of Leadership & Managing People. It also touches upon business topics such as - Value proposition, Product development.

The net present value (NPV) of an investment proposal is the present value of the proposal’s net cash flows less the proposal’s initial cash outflow. If a project’s NPV is greater than or equal to zero, the project should be accepted.

NPV = Present Value of Future Cash Flows LESS Project’s Initial Investment




Case Description of Designing and Developing Analytics-Based Data Products Case Study


This is an MIT Sloan Management Review Article. The combination of new analytical capabilities and burgeoning data assets are being used to form value-added "data products."Such products have powered rapid growth in the value and success of online companies, but the expansion of analytics means the standard model for developing these products needs to evolve. An updated model needs to reflect new "time to market"expectations and input from a variety of stakeholders.


Case Authors : Thomas H. Davenport, Stephan Kudyba

Topic : Leadership & Managing People

Related Areas : Product development




Calculating Net Present Value (NPV) at 6% for Designing and Developing Analytics-Based Data Products Case Study


Years              Cash Flow     Net Cash Flow     Cumulative    
Cash Flow
Discount Rate
@ 6 %
Discounted
Cash Flows
Year 0 (10018729) -10018729 - -
Year 1 3451503 -6567226 3451503 0.9434 3256135
Year 2 3975775 -2591451 7427278 0.89 3538426
Year 3 3970099 1378648 11397377 0.8396 3333372
Year 4 3250853 4629501 14648230 0.7921 2574980
TOTAL 14648230 12702912


The Net Present Value at 6% discount rate is 2684183

In isolation the NPV number doesn't mean much but put in right context then it is one of the best method to evaluate project returns. In this article we will cover -

Different methods of capital budgeting


What is NPV & Formula of NPV,
How it is calculated,
How to use NPV number for project evaluation, and
Scenario Planning given risks and management priorities.




Capital Budgeting Approaches

Methods of Capital Budgeting


There are four types of capital budgeting techniques that are widely used in the corporate world –

1. Payback Period
2. Net Present Value
3. Internal Rate of Return
4. Profitability Index

Apart from the Payback period method which is an additive method, rest of the methods are based on Discounted Cash Flow technique. Even though cash flow can be calculated based on the nature of the project, for the simplicity of the article we are assuming that all the expected cash flows are realized at the end of the year.

Discounted Cash Flow approaches provide a more objective basis for evaluating and selecting investment projects. They take into consideration both –

1. Timing of the expected cash flows – stockholders of Products Analytics have higher preference for cash returns over 4-5 years rather than 10-15 years given the nature of the volatility in the industry.
2. Magnitude of both incoming and outgoing cash flows – Projects can be capital intensive, time intensive, or both. Products Analytics shareholders have preference for diversified projects investment rather than prospective high income from a single capital intensive project.




Formula and Steps to Calculate Net Present Value (NPV) of Designing and Developing Analytics-Based Data Products

NPV = Net Cash In Flowt1 / (1+r)t1 + Net Cash In Flowt2 / (1+r)t2 + … Net Cash In Flowtn / (1+r)tn
Less Net Cash Out Flowt0 / (1+r)t0

Where t = time period, in this case year 1, year 2 and so on.
r = discount rate or return that could be earned using other safe proposition such as fixed deposit or treasury bond rate. Net Cash In Flow – What the firm will get each year.
Net Cash Out Flow – What the firm needs to invest initially in the project.

Step 1 – Understand the nature of the project and calculate cash flow for each year.
Step 2 – Discount those cash flow based on the discount rate.
Step 3 – Add all the discounted cash flow.
Step 4 – Selection of the project

Why Leadership & Managing People Managers need to know Financial Tools such as Net Present Value (NPV)?

In our daily workplace we often come across people and colleagues who are just focused on their core competency and targets they have to deliver. For example marketing managers at Products Analytics often design programs whose objective is to drive brand awareness and customer reach. But how that 30 point increase in brand awareness or 10 point increase in customer touch points will result into shareholders’ value is not specified.

To overcome such scenarios managers at Products Analytics needs to not only know the financial aspect of project management but also needs to have tools to integrate them into part of the project development and monitoring plan.

Calculating Net Present Value (NPV) at 15%

After working through various assumptions we reached a conclusion that risk is far higher than 6%. In a reasonably stable industry with weak competition - 15% discount rate can be a good benchmark.

Years              Cash Flow     Net Cash Flow     Cumulative    
Cash Flow
Discount Rate
@ 15 %
Discounted
Cash Flows
Year 0 (10018729) -10018729 - -
Year 1 3451503 -6567226 3451503 0.8696 3001307
Year 2 3975775 -2591451 7427278 0.7561 3006257
Year 3 3970099 1378648 11397377 0.6575 2610405
Year 4 3250853 4629501 14648230 0.5718 1858686
TOTAL 10476654


The Net NPV after 4 years is 457925

(10476654 - 10018729 )






Calculating Net Present Value (NPV) at 20%


If the risk component is high in the industry then we should go for a higher hurdle rate / discount rate of 20%.

Years              Cash Flow     Net Cash Flow     Cumulative    
Cash Flow
Discount Rate
@ 20 %
Discounted
Cash Flows
Year 0 (10018729) -10018729 - -
Year 1 3451503 -6567226 3451503 0.8333 2876253
Year 2 3975775 -2591451 7427278 0.6944 2760955
Year 3 3970099 1378648 11397377 0.5787 2297511
Year 4 3250853 4629501 14648230 0.4823 1567734
TOTAL 9502452


The Net NPV after 4 years is -516277

At 20% discount rate the NPV is negative (9502452 - 10018729 ) so ideally we can't select the project if macro and micro factors don't allow financial managers of Products Analytics to discount cash flow at lower discount rates such as 15%.



Acceptance Criteria of a Project based on NPV

Simplest Approach – If the investment project of Products Analytics has a NPV value higher than Zero then finance managers at Products Analytics can ACCEPT the project, otherwise they can reject the project. This means that project will deliver higher returns over the period of time than any alternate investment strategy.

In theory if the required rate of return or discount rate is chosen correctly by finance managers at Products Analytics, then the stock price of the Products Analytics should change by same amount of the NPV. In real world we know that share price also reflects various other factors that can be related to both macro and micro environment.

In the same vein – accepting the project with zero NPV should result in stagnant share price. Finance managers use discount rates as a measure of risk components in the project execution process.

Sensitivity Analysis

Project selection is often a far more complex decision than just choosing it based on the NPV number. Finance managers at Products Analytics should conduct a sensitivity analysis to better understand not only the inherent risk of the projects but also how those risks can be either factored in or mitigated during the project execution. Sensitivity analysis helps in –

Understanding of risks involved in the project.

What are the key aspects of the projects that need to be monitored, refined, and retuned for continuous delivery of projected cash flows.

What will be a multi year spillover effect of various taxation regulations.

What are the uncertainties surrounding the project Initial Cash Outlay (ICO’s). ICO’s often have several different components such as land, machinery, building, and other equipment.

What can impact the cash flow of the project.

Some of the assumptions while using the Discounted Cash Flow Methods –

Projects are assumed to be Mutually Exclusive – This is seldom the came in modern day giant organizations where projects are often inter-related and rejecting a project solely based on NPV can result in sunk cost from a related project.

Independent projects have independent cash flows – As explained in the marketing project – though the project may look independent but in reality it is not as the brand awareness project can be closely associated with the spending on sales promotions and product specific advertising.




References & Further Readings

Thomas H. Davenport, Stephan Kudyba (2018), "Designing and Developing Analytics-Based Data Products Harvard Business Review Case Study. Published by HBR Publications.