×




Matchmaking With Math: How Analytics Beats Intuition to Win Customers 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 Matchmaking With Math: How Analytics Beats Intuition to Win Customers case study


At Oak Spring University, we provide corporate level professional Net Present Value (NPV) case study solution. Matchmaking With Math: How Analytics Beats Intuition to Win Customers case study is a Harvard Business School (HBR) case study written by Michael S. Hopkins, Leslie Brokaw. The Matchmaking With Math: How Analytics Beats Intuition to Win Customers (referred as “Assurant Customer” from here on) case study provides evaluation & decision scenario in field of Innovation & Entrepreneurship. It also touches upon business topics such as - Value proposition, Innovation, Technology.

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 Matchmaking With Math: How Analytics Beats Intuition to Win Customers Case Study


This is an MIT Sloan Management Review article. Credit insurance and debt protection product seller Assurant Solutions ran a classic customer service call center -operationally optimized, "skills-routed,"managerially enlightened. But when it explored analytics-based approaches to rethinking how the center worked, a strange thing happened: The success rate for customer interactions tripled. According to Cameron Hurst, vice president of Targeted Solutions at Assurant, the result surprised them. "We learned that operational efficiency and those traditional metrics of customer experience like abandon rate, service levels and average speed to answer are not the things that keep a customer on the books."They found instead that technology could assist the company in retaining customers by leveraging the fact that some customer service reps are extremely successful at dealing with certain types of customers. Matching each specific in-calling customer to a specific customer service rep made a huge difference. Science and analytics couldn't quite establish why a particular rapport would be likely to happen, but they could look at past experience and predict with a lot of accuracy that a rapport would be likely to happen. In this SMR case-study interview, Hurst explains how Assurant Solutions figured out the right questions to ask, used analytics to focus on new ways to match customers with reps and figured out the best ways to solve the problem of conflicting goals.


Case Authors : Michael S. Hopkins, Leslie Brokaw

Topic : Innovation & Entrepreneurship

Related Areas : Innovation, Technology




Calculating Net Present Value (NPV) at 6% for Matchmaking With Math: How Analytics Beats Intuition to Win Customers Case Study


Years              Cash Flow     Net Cash Flow     Cumulative    
Cash Flow
Discount Rate
@ 6 %
Discounted
Cash Flows
Year 0 (10015845) -10015845 - -
Year 1 3462636 -6553209 3462636 0.9434 3266638
Year 2 3967039 -2586170 7429675 0.89 3530651
Year 3 3967756 1381586 11397431 0.8396 3331404
Year 4 3245173 4626759 14642604 0.7921 2570481
TOTAL 14642604 12699174




The Net Present Value at 6% discount rate is 2683329

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. Net Present Value
2. Internal Rate of Return
3. Payback Period
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. Magnitude of both incoming and outgoing cash flows – Projects can be capital intensive, time intensive, or both. Assurant Customer shareholders have preference for diversified projects investment rather than prospective high income from a single capital intensive project.
2. Timing of the expected cash flows – stockholders of Assurant Customer have higher preference for cash returns over 4-5 years rather than 10-15 years given the nature of the volatility in the industry.






Formula and Steps to Calculate Net Present Value (NPV) of Matchmaking With Math: How Analytics Beats Intuition to Win Customers

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 Innovation & Entrepreneurship 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 Assurant Customer 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 Assurant Customer 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 (10015845) -10015845 - -
Year 1 3462636 -6553209 3462636 0.8696 3010988
Year 2 3967039 -2586170 7429675 0.7561 2999651
Year 3 3967756 1381586 11397431 0.6575 2608864
Year 4 3245173 4626759 14642604 0.5718 1855438
TOTAL 10474941


The Net NPV after 4 years is 459096

(10474941 - 10015845 )








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 (10015845) -10015845 - -
Year 1 3462636 -6553209 3462636 0.8333 2885530
Year 2 3967039 -2586170 7429675 0.6944 2754888
Year 3 3967756 1381586 11397431 0.5787 2296155
Year 4 3245173 4626759 14642604 0.4823 1564995
TOTAL 9501568


The Net NPV after 4 years is -514277

At 20% discount rate the NPV is negative (9501568 - 10015845 ) so ideally we can't select the project if macro and micro factors don't allow financial managers of Assurant Customer 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 Assurant Customer has a NPV value higher than Zero then finance managers at Assurant Customer 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 Assurant Customer, then the stock price of the Assurant Customer 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 Assurant Customer 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 –

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

What can impact the cash flow of the project.

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

Understanding of risks involved in the project.

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.

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.






Negotiation Strategy of Matchmaking With Math: How Analytics Beats Intuition to Win Customers

References & Further Readings

Michael S. Hopkins, Leslie Brokaw (2018), "Matchmaking With Math: How Analytics Beats Intuition to Win Customers Harvard Business Review Case Study. Published by HBR Publications.


Fuji Kyuko Co Ltd SWOT Analysis / TOWS Matrix

Services , Recreational Activities


Xpro India Ltd SWOT Analysis / TOWS Matrix

Basic Materials , Containers & Packaging


Quantum Thinking SWOT Analysis / TOWS Matrix

Technology , Electronic Instr. & Controls


Jiangsu Lianyungang Port SWOT Analysis / TOWS Matrix

Transportation , Misc. Transportation


Dongsung Finetec SWOT Analysis / TOWS Matrix

Basic Materials , Chemicals - Plastics & Rubber


Evans Sutherland SWOT Analysis / TOWS Matrix

Technology , Computer Peripherals


Esprinet SWOT Analysis / TOWS Matrix

Technology , Computer Hardware