01 / THE OBJECTIVERUSSELL 2000 · IWM

When does
growth pay off?

Timing American small-cap growth — through the economy, earnings and price

Explore the timing
Illustrative brick business at dusk — generated editorial image
RESEARCH IN PROGRESS · IMAGE GENERATED FOR THIS STUDY
Loading the company listPublic sources · Assumptions you can change
02 / THE WORKSPACE

Explore what matters

Economy → Price → Earnings

Macro atmosphere

Observed data

Loading economic data

FRED observations keep their own dates

Price analysis

IWM · Russell 2000 ETF

Open full chart ↗

4-hour price

Daily price · 200-day average

TradingView prices may be delayed · Logos where available · Charts don’t change the entry price below

What would make the price work?

Start with an example, then change the assumptions

SCENARIO · NOT A PREDICTION

Illustrative business · $50 entry price · $2 annual EPS

Example assumptions · Edit any field · No analyst forecast

5×50×
IF YOUR ASSUMPTIONS HOLD
Annual price return—

Implied future price—
Entry price for your required return—

The earnings / price trade-off

Annual price return

EPS and valuation ±25% · Scenarios, not probabilities

Reported earnings history appears when you choose a company
How to read this

This tool asks what price could work under your assumptions — it has not learned when to buy
EPS means earnings per share · Extra shares reduce the assumed EPS · Returns exclude dividends, fees and taxes
Economic readings provide context and do not change these calculations
Annual reports can be old and holdings prices are dated snapshots · A profitable business can still be a poor investment at the wrong price

How funding changes the cash left over The business model

A made-up business for understanding debt, investment and dilution
This is separate from the stock-price scenarios above

A simple business model

ILLUSTRATIVE ONLY

Starting point: $150M in sales and $90M in debt
Assume 25% tax on positive profit before tax, a noncash wear-and-tear expense of 3% of sales, and extra working cash equal to 10% of added sales

10%
−15%+40%
16%
−5%35%
8%
2%20%
9%
2%30%
3%
0%15%
ONE MADE-UP YEAR
Cash left after spending*—USD millions · one year
Profit before interest and tax—
Interest paid—
Original shareholders’ share†—
Where the cash goesMade-up example
* Cash after interest, tax, equipment spending and extra working cash
Leaves out acquisitions, loan repayments, leases and money raised
† The original shareholders’ share after new shares are issued
This example does not predict a stock return
03 / THE RESEARCH

The research

Test the idea against the evidence

The questions we will test 10 open questions
How we will test investment timing The method

Compare investing early in a recovery, waiting for profits to improve and buying after the market has repriced

Use what was known

Keep original release dates for reports, forecasts and economic data
Include companies that later failed or left the index

Compare simple choices

Test against holding IWM, monthly investing and simple earnings or price rules
Measure returns after fees, trading costs and time spent waiting

Test on later periods

Set the rules first and test them on unseen years
Compare 6, 12 and 24 month results, losses and missed upside

Report uncertainty

Separate an earnings forecast from a trading signal
Show failures, missing data and whether an idea works outside the period that suggested it

Coverage, updates and missing data The sources

Company facts: original annual SEC reports with filing links and saved source files
Economic backdrop: dated FRED observations, which can be revised
Forward EPS: your assumptions until an analyst forecast feed is connected

Exact historical Russell membership, analyst estimate histories and total returns including delisted stocks still need a suitable data source
Without those, we do not claim a tested buy signal or an optimal entry date

Track Russell index changes ↗ · IWM holdings ↗ · Economic data ↗

Saved membership lists preserve additions and removals going forward
They cannot recreate membership before this project began

Company evidence