This monthly article series shows a dashboard with aggregate industry metrics in information technology. It may also serve as a top-down analysis of sector ETFs like Technology Select Sector SPDR® Fund ETF (XLK) and First Trust Technology AlphaDEX® Fund ETF (NYSEARCA:FXL), whose holdings are used to calculate these metrics.
Shortcut
The next two paragraphs in italics describe the dashboard methodology. They are necessary for new readers to understand the metrics. If you are used to this series or if you are short of time, you can skip them and go to the charts.
Base Metrics
I calculate the median value of five fundamental ratios for each industry: Earnings Yield (“EY”), Sales Yield (“SY”), Free Cash Flow Yield (“FY”), Return on Equity (“ROE”), Gross Margin (“GM”). The reference universe includes large companies in the U.S. stock market. The five base metrics are calculated on trailing 12 months. For all of them, higher is better. EY, SY and FY are medians of the inverse of Price/Earnings, Price/Sales and Price/Free Cash Flow. They are better for statistical studies than price-to-something ratios, which are unusable or non-available when the “something” is close to zero or negative (for example, companies with negative earnings). I also look at two momentum metrics for each group: the median monthly return (RetM) and the median annual return (RetY).
I prefer medians to averages because a median splits a set in a good half and a bad half. A capital-weighted average is skewed by extreme values and the largest companies. My metrics are designed for stock-picking rather than index investing.
Value and Quality Scores
I calculate historical baselines for all metrics. They are noted respectively EYh, SYh, FYh, ROEh, GMh, and they are calculated as the averages on a look-back period of 11 years. For example, the value of EYh for hardware in the table below is the 11-year average of the median Earnings Yield in hardware companies.
The Value Score (“VS”) is defined as the average difference in % between the three valuation ratios (EY, SY, FY) and their baselines (EYh, SYh, FYh). The same way, the Quality Score (“QS”) is the average difference between the two quality ratios (ROE, GM) and their baselines (ROEh, GMh).
The scores are in percentage points. VS may be interpreted as the percentage of undervaluation or overvaluation relative to the baseline (positive is good, negative is bad). This interpretation must be taken with caution: the baseline is an arbitrary reference, not a supposed fair value. The formula assumes that the three valuation metrics are of equal importance.
Current data
The next table shows the metrics and scores as of the last trading day’s closing. Columns stand for all the data named and defined above.
VS |
QS |
EY |
SY |
FY |
ROE |
GM |
EYh |
SYh |
FYh |
ROEh |
GMh |
RetM |
RetY |
|
Hardware |
-0.67 |
-10.53 |
0.0360 |
0.7330 |
0.0444 |
6.59 |
31.36 |
0.0350 |
0.9633 |
0.0373 |
6.43 |
41.09 |
11.51% |
40.91% |
Comm. Equip. |
-6.82 |
8.75 |
0.0313 |
0.2935 |
0.0276 |
19.72 |
60.56 |
0.0313 |
0.2712 |
0.0387 |
16.24 |
63.01 |
9.10% |
-19.04% |
Electronic Equip. |
4.03 |
-7.17 |
0.0416 |
0.7675 |
0.0426 |
17.03 |
20.14 |
0.0407 |
0.7690 |
0.0387 |
13.25 |
35.23 |
11.70% |
10.72% |
Software |
-21.37 |
9.53 |
0.0220 |
0.1253 |
0.0242 |
22.14 |
82.18 |
0.0253 |
0.1607 |
0.0341 |
17.97 |
85.73 |
9.45% |
19.37% |
Semiconductors |
-16.59 |
16.64 |
0.0417 |
0.1892 |
0.0248 |
33.87 |
58.92 |
0.0446 |
0.2313 |
0.0331 |
24.39 |
62.42 |
14.74% |
17.67% |
IT Services |
-32.49 |
12.24 |
0.0319 |
0.1815 |
0.0180 |
31.80 |
58.31 |
0.0370 |
0.3087 |
0.0313 |
26.79 |
55.12 |
7.21% |
11.41% |
Value And Quality chart
The next chart plots the Value and Quality Scores by industry (higher is better).
Evolution since last month
The value score has improved in hardware and deteriorated in electronic equipment, software and IT services. The quality score has improved in hardware and software.
Momentum
The next chart plots momentum scores based on median returns.
Interpretation
Technology is the most overvalued sector according to my S&P 500 monthly dashboard. Nevertheless, hardware, communication equipment and electronic equipment are close to 11-year averages in valuation. Semiconductors are moderately overvalued, which may be justified by a good quality score. Software and IT services are overvalued by more than 20% relative to their historical baseline. Their quality scores are above the baseline, but likely not high enough to justify such overvaluation.
Fast facts on FXL
First Trust Technology AlphaDEX® Fund ETF started investing operations on 5/8/2007 and tracks the StrataQuant® Technology Index. It has 97 holdings and an expense ratio of 0.62%, whereas capital-weighted ETFs in the same sector like XLK and VGT have a 0.10% fee.
As described by First Trust, the index starts from the Russell 1000 Index, where stocks are given a growth score and a value score based on quantitative factors. Each stock keeps only one score (growth or value) based on its style designation by Russell. Then, stocks in the technology sector are ranked according to their score. The greater of the top 75% or 40 stocks is selected in the Index. Constituents are divided into quintiles and the top-ranked quintiles get a higher weight. Stocks are equally weighted within each quintile. The index is reconstituted quarterly.
In summary, FXL selects and overweight stocks looking attractive relative to their peers regarding either value or growth.
The next table lists the top 10 holdings with their weights and some fundamental ratios. Together, they represent 18.7% of asset value, and the heaviest one weighs 2.13%. Therefore, the portfolio is well-diversified and risks related to individual companies are much lower than for capital-weighted ETFs like XLK, where Apple Inc. (AAPL) and Microsoft Corporation (MSFT) together represent over 40% of asset value.
Ticker |
Name |
Weight % |
EPS growth % TTM |
P/E TTM |
P/E fwd |
Yield % |
ESTC |
Elastic N.V. |
2.13% |
21.94 |
N/A |
110.95 |
0 |
NTNX |
Nutanix, Inc. |
2.02% |
65.79 |
N/A |
50.54 |
0 |
DASH |
DoorDash, Inc. |
1.94% |
-11.35 |
N/A |
N/A |
0 |
VRT |
Vertiv Holdings Co |
1.93% |
1213.33 |
72.53 |
27.11 |
0.05 |
CRWD |
CrowdStrike Holdings, Inc. |
1.83% |
92.74 |
N/A |
85.60 |
0 |
CNXC |
Concentrix Corporation |
1.82% |
-22.50 |
14.39 |
8.66 |
1.26 |
SAIC |
Science Applications International Corporation |
1.82% |
97.52 |
13.36 |
16.05 |
1.17 |
SWKS |
Skyworks Solutions, Inc. |
1.75% |
-21.27 |
18.48 |
15.80 |
2.40 |
ADBE |
Adobe Inc. |
1.74% |
17.00 |
49.47 |
32.63 |
0 |
PLTR |
Palantir Technologies Inc. |
1.73% |
123.61 |
281.02 |
73.90 |
0 |
Data calculated with Portfolio123.
Since inception, FXL has underperformed XLK, and it is shortly behind the Invesco S&P 500® Equal Weight Technology ETF (RSPT).
In 2023 to date, FXL still lags XLK, but is ahead of RSPT:
In summary, First Trust Technology AlphaDEX® Fund ETF is a well-diversified technology ETF focused on stocks with either growth or value characteristics. The idea looks great for investors willing to avoid the concentration in mega-caps of popular technology ETFs like XLK. Nevertheless, the strategy has failed to prove its superiority over an equal-weight sector ETF since 2007.
Dashboard List
I use the first table to calculate value and quality scores. It may also be used in a stock-picking process to check how companies stand among their peers. For example, the EY column tells us that a hardware company with an earnings yield above 0.0360 (or price/earnings below 27.78) is in the better half of the industry regarding this metric. A Dashboard List is sent every month to Quantitative Risk & Value subscribers with the most profitable companies standing in the better half among their peers regarding the three valuation metrics at the same time. The list below was sent to subscribers several weeks ago based on data available at this time.
EXTR |
Extreme Networks, Inc. |
BDC |
Belden Inc. |
CARS |
Cars.com Inc. |
CARG |
CarGurus, Inc. |
QCOM |
QUALCOMM Incorporated |
IDCC |
InterDigital, Inc. |
GEN |
Gen Digital Inc. |
It is a rotational model with a statistical bias toward excess returns in the long term, not the result of an analysis of each stock.