How to Build Your Own Stock-Screening Tool Using a 3-Factor Strategy

How can investors use technical terms to assess stocks like Constellation Software Inc. (TSX:CSU) without the need for a portfolio manager?

| More on:
The Motley Fool

Not all investors have portfolio managers, but those who do may be aware of the ranking tools they use. What these tools do is to screen stock performance using specially weighted indices. You’ll find very basic versions of the same thing on some stock market advice websites, although usually the inner workings of these tools are the hidden domain of financial advisors.

Below is a rough, jargon-free approximation of these sorts of tools based on three main factors used to assess individual stocks in determining whether they are improving or deteriorating. Let’s take a look at the hidden trends of the TSX and see how to calculate the true worth of a stock.

Value

To build a basic tool, the first objective should be ease of use. To make things simple, each of the three factors used will be split into three subsections. Let’s assign a 33-point weighting to each factor, so that it’s possible to calculate a total score out of 100. Each subsection will be scored out of 11 so that they’ll add up easily.

To come up with a value weighting, let’s use price to earnings (P/E), price to book (P/B), and dividend yield. Quality investment usually takes into consideration a stock’s value and its growth. However, for the purposes of our stock-screening tool, we’re going to give quality its own weighting based on a company’s ability to grow.

Quality

Let’s use return on equity (ROE) as an indicator of quality, since it’s a reliable measure of a company’s ability to reinvest in itself to generate growth, as well as to make acquisitions in order to expand or repay earnings to its shareholders either in the form of dividends or share buybacks. We can also use earnings per share (EPS) and expected growth in earnings as our other two subsections.

Momentum

Price momentum over time is the most obvious subsection here. This can be calculated over 10 days, or five, or however long an investor deems appropriate to test whether a stock’s price has momentum. In this strategy we’ll use five days.

Price volatility will also be assessed, based on a stock’s beta, which is a measure of an asset’s variability relative to the market (which has a default value of one). Lastly, let’s use valuation based on a share’s current price comparative to its future cash flow value.

Practical example

Let’s take a look at a popular tech stock, Constellation Software Inc. (TSX:CSU), and see how it fares with our basic screening tool.

Value: Constellation Software has two very bad multiples in its P/E of 64.4 times earnings and P/B of 26.7 times book. Add in a low dividend yield of 0.48%, and this stock gets 5/33, mainly for trying.

Quality: Constellation Software’s ROE of 41% is nice and high, while its EPS of $12.6 shows excellent growth. Throw in a 17.5% expected annual growth in earnings, and we have a score of 28/33.

Momentum: Despite Constellation Software’s year-long climb, this stock has now lost upward momentum and is in free fall, having shed -4.44% in the last five days. Its beta of 0.48 shows low volatility, and its share price is overvalued by 6% compared to its future cash flow value. This gives a score of 14/33.

What’s the verdict?

Altogether, Constellation Software gets 47%. That’s a pretty solid hold signal, and it correlates with current analyst calls, which shows that our simple tool might be fit for purpose! While other stock-screening tools go into more detail than the one we’ve built here, using this three-factor strategy gives a quick and fairly accurate reading for any given stock.

Fool contributor Victoria Hetherington has no position in any of the stocks mentioned.

More on Tech Stocks

hot air balloon in a blue sky
Dividend Stocks

3 Canadian Stocks That Could Benefit From a Softer Economy

These three TSX names try to defend a portfolio in a softer economy with essential demand, monthly income, or a…

Read more »

truck transport on highway
Tech Stocks

Have $3,000 to Invest? 2 High-Potential Growth Stocks Worth Buying Without Overthinking It

Uncover the potential growth of emerging companies. Understand the risks and rewards of investing in high-potential growth stocks.

Read more »

Piggy bank on a flying rocket
Tech Stocks

This Aggressive Savings Strategy Can Help Make Up for Lost Time

Trying to catch up on your investments? This TSX growth stock could help speed things up.

Read more »

Rocket lift off through the clouds
Tech Stocks

The Best Places to Put Your TFSA Contribution if You’re Focused on Growth

Three TSX stocks from different sectors are standout choices for growth-focused TFSA investors.

Read more »

ETF is short for exchange traded fund, a popular investment choice for Canadians
Tech Stocks

The 1 Strategic Canadian ETF I’d Make Sure Every TFSA Includes

Discover how to build a successful TFSA portfolio using strategic asset allocation in Canadian ETFs to mitigate risk.

Read more »

rising arrow with flames
Tech Stocks

1 Canadian Stock Supercharged to Surge in 2026

VitalHub crossed $100 million in revenue in 2025 and is building AI tools customers are already paying for. Here is…

Read more »

A person's hand cupped open with a hologram of an AI chatbot above saying Hi, can I help you
Tech Stocks

What the TFSA Fine Print Says About Holding U.S. Stocks

The TFSA protects Canadian gains from tax, but U.S. dividend stocks come with a 15% dividend withholding tax twist most…

Read more »

3 colorful arrows racing straight up on a black background.
Dividend Stocks

3 Canadian Stocks That Could Thrive Even if the Economy Slows

If the TSX hits a softer patch, these three stocks stand out for durable demand, long-cycle work, or exposure to…

Read more »