ATHENA WEEK 2 - 1 Flashcards

1
Q

Choosing INNOVATION PROJECTS follows 3 steps

A
  1. identify dimensions
  2. where are we on the utility curve of each dimension
  3. where should we invest our money and effort in (use matrix f.e.)
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2
Q

capital rationing

A

the allocation of finite quantity of resources over different possible uses

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3
Q

How does a firm decide which projects to fund under CAPITAL RATIONING?

A

They set a fixed R&D budget and uses a RANK ORDERING of possible projects to determine which ones will be funded.

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4
Q

Why is capital rationing especially challenging for startups?

A

Startups usually need to find EXTERNAL FUNDING, which is difficult because they face much higher costs of capital than large companies.

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5
Q

R&D intensity

A

the ratio of R&D expenditures to sales

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6
Q

is money worth more today or in the future?

A

today

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7
Q

there are quantitative and qualitative methods for choosing projects, what are the QUANTITATIVE METHODS?

A
  1. NPV
  2. IRR
  3. Discounted payback period
  4. Real options
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8
Q

Discounted cash flow analysis

A

quantitative methods for assessing whether the anticipated future benefits are large enough to justify expenditures, given the risks

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9
Q

discounted cash analysis flow take 3 things into account

A
  1. time value of money
  2. payback period
  3. risk
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10
Q

NPV

A

present value of future cash inflows - present value of cash outflows, if NVP > 0 then it is good

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11
Q

IRR

A

discount rate at which the NPV of a project becomes 0. IRR > RR (required return) is good.

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12
Q

discounted payback period

A

the time to break even on a project using discounted cash flows.

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13
Q

Why is the discounted payback period more accurate than the simple payback period?

A

it accounts for the time value of money

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14
Q

What is a key limitation of the DPP related to profit estimates?

A

is only as accurate as the original estimates of the project’s profits, and it is often extremely difficult to predict technology returns.

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15
Q

How does the DPP typically treat short-term vs. long-term or risky projects?

A

favors short-term investments and tends to ignore high-risk, high-reward projects.

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16
Q

How can the DPP undervalue important projects?

A

It can undervalue projects that bring long-term growth because it focuses on discounted cash flows, missing the potential of future gains.

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17
Q

real options

A

the application of stock option valuation methods to investments in nonfinancial assets (business projects, tech development, infrastructure investments)

18
Q

disadvantage of quantitative methods

A
  1. don’t focus on long term or risky projects
  2. fail to capture the strategic importance
  3. can undervalue a project’s value to the firms
  4. it is hard to rely on numbers when the market does not exist yet.
19
Q

there are 3 QUALITATIVE METHODS for choosing projects

A
  1. screening questions
  2. aggregate project planning framework
  3. q-sort
20
Q

Qualitative method: screening questions

A
  1. Who are most likely the customers of the new product?
  2. Where will the customers buy the product?
  3. Does the new product leverage the firm’s core competencies or sources of sustainable competitive advantage?
21
Q

“Does the new product leverage the firm’s core competencies or sources of sustainable competitive advantage?” is a relevant question for screening questions, why?

A

Does this new product make use of the things our company is really good at and does it build on what already gives us an edge over competitors?

22
Q

do screening questions give you a concrete answer?

23
Q

Why are screening questions valuable in project selection, despite not providing concrete answers?

A

They help the firm consider a wider range of STRATEGIC and MARKET FACTORS important for development decisions.

24
Q

qualitative methods for projects: The aggregate project planning framework

A

To map a company’s R&D projects based on RISK, RESOURCE COMMITMENT, and TIMING OF CASH FLOWS, helping balance the project portfolio with strategic goals.

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What are Advanced R&D Projects in the aggregate project planning framework?
High-risk projects focused on developing cutting-edge technologies that serve as precursors to commercial products.
26
What are breakthrough Projects in the aggregate project planning framework?
Projects that aim to create revolutionary new products or process technologies with high risk and high reward.
27
What are platform projects in the aggregate project planning framework?
Projects that offer major improvements in cost, quality, or performance of a technology over preceding generations
28
What are derivative projects in the aggregate project planning framework?
Low-risk projects involving incremental changes or small upgrades to existing products or processes.
29
Q-sort is like...?
brainstorming with cards
30
how does Q-sort work
1. individuals in a group are each give a stack of cards with an object/idea (like "which project is most profitable?") 2. Each person ranks their cards based on that one criterion — from best to worst. 3. compare rankings 4. This leads to a better group decision about which projects or ideas are most important.
31
you can also combine qualitative and quantitative information
1. conjoint analysis 2. data envelopment analysis
32
conjoint analysis
- combing quali and quanti - A method used to figure out how much value people place on different attributes when making a choice between products or options.
33
Why is conjoint analysis helpful in decision-making?
Because people often find it hard to explain how important each attribute is, but conjoint analysis can statistically calculate those weights.
34
What is the most common use of conjoint analysis?
To find out the relative importance of different product features to customers.
35
What statistical method is used in conjoint analysis to find attribute importance?
Multiple regression analysis
36
data envelopment analysis belongs to
quanti and quali methods for choosing projects
37
What is Data Envelopment Analysis (DEA)?
A method to rank projects based on multiple decision criteria by comparing them to an ideal efficiency frontier.
38
What does the efficiency frontier represent in DEA?
It represents the best possible performance across all criteria
39
How does DEA calculate efficiency?
By measuring how far each project is from the ideal efficiency frontier — the closer a project is, the more efficient it is.
40
What mathematical method does DEA use to create the efficiency frontier?
Linear programming
41
Why is DEA useful in project selection?
It helps compare projects fairly based on several factors at once, showing which projects are closest to optimal performance.
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