Why dividend growth could be a multibagger signal
An investor who invested in Games Workshop (LON:GAW) 10 years ago might have paid around 500p per share for their shares.
If they’d held on to those shares, they would have received 420p per share in dividends alone during the company’s 2024 financial year.
Assuming broker forecasts are correct, our lucky long-term investor will receive 471p per share for the 2024/25 financial year. That’s a dividend yield on purchase cost of 94%.
I’d imagine this yield figure could easily reach 100% over the coming years. That would see our model investor receiving the entire cost of their original investment back in cash each year.
That’s not all. Since January 2015, Games Workshop has paid a total of 2,281p per share in dividends. That means these shares have been a dividend multibagger over the last decade, generating a 350% return from income alone.
Alongside this of course, Games Workshop shares have multibagged themselves. More accurately, the stock has been a 28-bagger, delivering a 2,750% profit over 10 years.
How significant is dividend income?
When set against the scale of Games Workshop’s share price gains, the income generated by the stock may first seem like a sideshow.
Indeed, I suspect that many growth-focused investors sometimes see dividends as an incidental. Nice to have, but not really relevant to the investment case.
I can understand the reasons for this. But what if dividend growth was actually an indicator of underlying growth potential, rather than just a symptom?
Alex and I have been doing some research that seems to suggest exactly that. We’ve found that companies that are able to deliver strong, sustainable dividend growth may also be those with above-average growth potential – possible multibaggers.
Here’s a summary of the approach we took:
Alex gathered data on dividend-paying UK shares that have been listed for the last 10 years and ranked them by compound average dividend growth over that time.
We then took the top 30 and bottom 30 stocks in terms of dividend growth and compared them using various fundamentals, both out the outset (2014) and on a 10-year average view (2014-24).
Finally, we compared the total return (share price change plus dividends) from our top 30 dividend growth winners with that of our bottom 30 losers.
Spoiler alert! Over the 10 years from 2014 to 2024, there was a remarkable difference in total return between our winners and losers:
Read on for a summary of the fundamental factors we found that were common to the winning shares.
Dividend cover: look for high quality retained earnings
To deliver sustainable, self-funded growth, a company needs to be able to reinvest a sizeable chunk of its annual profits. This is difficult if it’s distributing too much as dividends.
It’s also important that the earnings are high quality – in other words, that they’re converted to free cash flow. Non-cash earnings cannot be used to pay suppliers’ bills or employee salaries.
Our findings support the common-sense view that the best dividend growth stocks have relatively high levels of dividend cover and earnings that are converted consistently into free cash flow:
Interestingly, the 10-year average free cash flow dividend cover for the losers was higher than earnings cover. This might seem attractive at first glance, but it’s a characteristic I typically associate with ex-growth stocks or companies going through cyclical downturns.
For example, one reason why free cash flow may exceed earnings is that past capital expenditure is not being matched by new growth investment. This can lead to a situation where profits are depressed by high depreciation charges (non cash), but free cash flow is boosted by the absence of growth capex.
In a genuine growth business, capital expenditure is more likely to match or exceed depreciation and amortisation charges. This is necessary for the company to increase its capital employed and thus its earning capacity.
Yield: 2 key numbers to look for
The relatively high level of dividend cover shown in the chart above is likely to imply a dividend yield around the market average, or perhaps slightly below. That’s true, as we’ll see below.
However, we found that there may also be a second type of yield that’s useful as an indicator of potential long-term performance.
Earnings yield (calculated as EBIT/EV) is a valuation measure I use heavily in my own investing, often instead of the P/E ratio. I like it because it reflects both debt and equity capital and is, in my view, far more inclusive and better suited for multi-stock comparisons than the P/E ratio.
There’s a good explanation of earnings yield here – it’s a metric favoured by noted US investor Joel Greenblatt, who used it in his Magic Formula.
When comparing our dividend growth winners and losers, we looked at both dividend yield and earnings yield.
Here are the results for 2014:
As a rule of thumb, I tend to think that an earnings yield of 6%-8% is likely to be decent value for a growth business.
At the start of the study period, we see that our winning stocks have low dividend yields paired with fairly attractive earnings yields.
In contrast, our losers have higher dividend yields, but are also more expensive, as highlighted by the lower earnings yield. This is likely to imply some combination of higher leverage, a higher payout ratio, or a higher valuation relative to earnings.
The average dividend yields for the winners and losers remain almost unchanged over the 10-year period, but something interesting happens to the earnings yield of the losers:
Our winning stocks remain attractively valued, with an earnings yield of nearly 9%. But on a 10-year average view, our losers are even cheaper, with an earnings yield of c.12%.
Individual circumstances will vary, but one interpretation of this might be these stocks have become cheap for a reason. As above, possible explanations might be that their growth strategies have misfired or they operate in a sector where cyclical slowdowns periodically outweigh any underlying growth.
While this doesn’t necessarily make them bad businesses, it may mean that they don’t have the compounding potential of the best dividend growth stocks.
Low debt, strong cash generation
It probably sounds obvious, but our data suggests it pays to focus on companies with low leverage and strong cash generation relative to their debt levels.
The two leverage ratios we chose for this comparison were assets to equity and free cash flow to debt. These are both available in the screener.
Here’s how our winners and losers compared in 2014:
And here’s how these ratios averaged across the 10-year period:
I think the patterns are fairly clear. While highly-leveraged companies can theoretically sometimes deliver impressive returns on equity, the risks of a mishap are much higher too. Sustaining such a strategy for 10 years is likely to be difficult.
In a similar vein, companies where a big chunk of cash flow is required to service debt are likely to struggle to invest optimally in growth without rising leverage. This can become a vicious circle, often ending poorly for equity holders.
I would suggest Victoria (LON:VCP) as a recent case study of what can go wrong with a debt-fuelled growth strategy.
Above-average profitability
There are lots of reasons why more profitable companies can be more profitable investments. But perhaps the simplest is that if companies do not generate returns in excess of their cost of capital, they struggle to generate the surplus capital they need to self-fund growth.
As a result, they are forced to rely more heavily on debt, stop growing, or reduce dividend payments.
Alex’s data-wrangling shows that more profitable companies are likely to deliver stronger dividend growth, albeit with on initial apparent exception for return on capital employed (ROCE):
Once again, however, I think this initial high ROCE is actually a possible warning.
When we pair higher ROCE with the higher dividend and earnings yields we saw earlier, I think what we’re really seeing is that some of these dividend growth losers are not really growth businesses at all. They’re either cyclical or on the verge of becoming ex-growth.
The 10-year average ROCE comparison supports this view, in my opinion. Our winners have seen average ROCE increase to a high-quality 20%+. But for the losers, ROCE has dropped to single digits.
For some reason, the earning power of the losers’ assets has fallen sharply over time. This most likely explains why their dividends and share prices have also underperformed the winners.
While the losers’ return on equity (ROE) appears relatively resilient over the 10-year period, ROE can be inflated by increased debt. ROCE and ROA cannot.
Remember earlier that our losers also had notably higher leverage than the winners.
StockRanks: Quality and Momentum trump Value
Stockopedia provides the data and screening tools needed to hunt for good dividend growth stocks. But can we simply use the StockRanks instead to identify potential winners?
A comparison of the StockRanks and QVM ranks for the winners and losers suggests some clear patterns. Here’s how the two groups compared at the start:
The winners and losers were equally matched on StockRank and QualityRank at the start of the study period. But winning stocks had stronger momentum and weaker value scores. In other words, they fitted the high QM profile of potential High Flyers.
In contrast, our losers more closely matched the QV bias of the Contrarian style. This is also a winning profile, but not necessarily one suitable for a compounding growth strategy.
Averaging the ranks over 10 years emphasises these conclusions. The losers ended up ranking lower on every metric except value. They have become more average (and cheaper) over time, while our winners have become more highly ranked (and more expensive).
Conclusions: next steps
If this all sounds a little familiar to you then I would not be completely surprised. In my opinion, the findings I’ve outlined above are very similar to some of the conclusions outlined in Stockopedia’s multibagger research.
The StockRank evolution described above for the winners matches the traits displayed by the multibaggers almost exactly:
Although the study of multibagger returns excluded dividends, all 10 of the top multibaggers in our multibaggers study paid dividends throughout the 10-year period (excluding any pandemic-related disruption).
Indeed, several of our top dividend growth winners also feature among the top 10 multibaggers.
Perhaps this isn’t surprising. I’ve long believed that reliable dividends are an important indicator of successful, disciplined businesses with a focus on shareholder returns – characteristics essential for long-term growth.
To put these ideas into action, I believe investors would do well to focus on small/mid-cap stocks with Super Stock or High Flyer styling and the QM bias I’ve discussed above.
At a fundamental level, I’d be looking for above-average profitability, low debt, good cash conversion from earnings and evidence of a growing and well-covered dividend.
In a follow-up article next week, I’ll take a look at these ideas in more depth and discuss some of the winning dividend growth companies behind the data I’ve discussed in this article.
In the meantime, I’d love to hear your thoughts on this topic below.
Disclaimer
This is not financial advice. Our content is intended to be used and must be used for information and education purposes only. Please read our disclaimer and terms and conditions to understand our obligations.


18 comments
I always associate stocks paying consistent increasing dividends with no (or minimal - eg covid execption) banan skins very safe pair of hands type companies. Makes sense that sensibly run companies have their feet on the ground. If what they do has worked for the last 15-20 years - well the new person that may take over from teh old simply needs to carry on as before with same ethos - just ensuring that company is fit for the future.
So companies like this get a nice tick from me from a sensibility point of view.
one of my long term holds here is Sage (LON:SGE) they probably fall firmly into this bucket and the shareprice has done very nicely if you ignore the dotcom boom days
Interestingly they have very low value number per stocky - so that backs up the fact that often these shares arent value (cheap)
SAGE shareprice has had had recent material correction on little news - so much so that its now a fallen star - awwww. pe is still nearly 25 mind so not cheap - based on growth per stocky though its probably deserved that rating - the company is in nice sweet spot reference its ability to move customers and get new customers onto monthly recurring fees online platforms - with accountany such stuff can be very sticky which is good.
Very thought provoking. If growth stocks tend towards High Flyers over time (last chart), does that mean if you buy High Flyers now, then you’ve missed the boat? Better to focus on Super Stock categories, taking account of the leverage and return ratios mentioned (with the expectation that the share price will increase and they will become High Flyers)?
Thanks for the interesting article on the attractions of dividend growth stocks Roland. I have been following a process investing in this type of company for more than 15 years now and I can confirm that it works for me. Interestingly I'd say the hardest part of identifying and owning multi-baggers is the owning / holding on part. Indeed I've owned the likes of Diploma (LON:DPLM), Cerillion (LON:CER) & Games Workshop (LON:GAW) profitably along the way, but got out either by getting worried about valuations or trading fundamentals along the way. So once you think you have identified a quality compounder I guess you just have to remember to hold on through thick and thin to get a multi-bagger. Having said that though I'm sure there are some topical examples like Fevertree Drinks (LON:FEVR) today that wouldn't necessarily have paid off so well if you had held on for the long term, although I never owned that one. So no easy answers on that part I guess, but I'd say it should pay to follow the newsflow and watch out for any changes or deterioration in the business.
I developed my process to identify these type of companies as I found that I was always looking at the same kind of metrics within the stock reports and wanted my own Scoring system for these types of stocks. As I say, it has worked well for me. A graph of the performance of a portfolio based on shares from the top quartile of these Scores is included at the end for reference. This has tended to have a bias toward mid / small and AIM stocks as it is constructed on a roughly equally weighted basis and has been actively managed rather than a buy & hold approach, hence the comments / regrets above.
Interestingly of the stocks mentioned in this thread I am currently holding Clarkson (LON:CKN) too. While the ones flagged by timarr seem to be picked up by reasonably well by the Scores with Alpha International (LON:ALPH) scoring 100, Ashtead Technology Holdings (LON:AT.) scoring 86, Porvair (LON:PRV) scoring 71 and Yu (LON:YU.) scores 94 while the main feature GAW currently scores 77. As discussed above the main hurdle would be buying the right ones and holding onto them for the long run.
I'll leave it there, but if anyone is interested in these Scores and this portfolio, I do offer access to them, you can find further details in my bio.
I struggle with EBIT/EV as a measure. Surely if you want to include the debt, you have to include the interest too. I.e. PBT/EV.
Hi Robert,
Thanks for the question on EBIT/EV. I think the idea is that this ratio normalises for different mixes of equity and debt. It allows us to compare operating earnings with a company's total equity and debt capital, so it's easy to get a whole-business view and make comparisons with other companies.
If we subtracted interest from this (i.e. PBT/EV) then the ratio would no longer provide a neutral comparison between companies with different combinations of debt and equity.
Having said that, I would not want to suggest that anyone ignores interest costs. They can have a big impact on distributable earnings and are always something I look at (although I prefer companies without much debt!).
I hope this makes sense!
Roland
Great article - thank you.
Clarkson (LON:CKN) is my example of this - my first purchase was in 2002 and I paid £1.94 per share. At the time it was paying circa 15p per share dividend. Over the years I have added to this at various prices and always reinvested dividends.
It closed yesterday at £42.20 per share with a forecast dividend of £1.07 per share. It's not been a one way ride and occasionally the price can be volatile.
I sold a few last year at £40.93 a share to pay off a mortgage and will continue to retain my remaining holding.
Thankfully it's in an ISA :)
Hi Dicky, I too hold CKN over a similar period. Top sliced and bought back on the dips but one of my top holdings. Another share that I think falls into this pond is Tristel (LON:TSTL). as it has a similar div story. Bought in 2002 @ 24p. Looking like its worth a dip at the mo. IMO. A big winner for me. Missed the GAW opportunity and still kick myself every time I read about it!
It's an interesting article. There are a couple of studies by Schroders on UK multi-baggers that I've quoted a few times (there are suprisingly many of these):
Although we can't see the data, and so can't verify it, they identify a number of attributes:
59 companies achieved 30 bagger status over 30 years and 63 achieved 10 bagger status over 10 years.
Jean Roche discussing the background and prospects in December: https://citywire.com/investmen...
Run a screen on the factors suggested above you get a very small pool of companies - Alpha International (LON:ALPH), Ashtead Technology Holdings (LON:AT.), Porvair (LON:PRV), Yu (LON:YU.) Probably as much an issue with the screen as the approach - in particular getting the revenue growth is tricky with the Stockopedia screener.
timarr
It’s a very interesting article Roland and I have spent much of my time over the past decade trying to find screens that will capture this long-term multibagger effect (that process continues to be a work in progress). I have also held Games Workshop (LON:GAW) since 2017 and despite some top slicing along the way (I have an unbreakable rule to top slice at 10% of portfolio value), it remains my largest individual holding.
In the case of Games Workshop (LON:GAW) there was a fundamental shift in the business from 2015 when the current CEO took over. The business moved to being a model of genuine customer centricity and this would not have immediately shown up in screens. It first started hitting my radar in the latter part of 2016. My point is that quantitative factors alone are unlikely to be sufficient and while screening might provide you with shortlist candidates, qualitative research is also critical to understanding a business and why it might be a potential gem.
Cheers
Simon
Thanks Roland for this article. which I feel sure will be of great help to me, not least because of the way you have presented the information in a way that an investor of my relative inexperience can understand. May I add that the entire suite of Stockopedia's learning resources from podcasts to articles like this have made a major difference to my portfolio management. Many thanks to you and the whole team.
On Games Workshop (LON:GAW) there were chances to buy at 150p in 2008 and £1 in 1998, reading from an old cut out Peter Webb article from IC magazine.
Once again an excellent article Roland. The Stockopedia team are producing some excellent educational material. In your follow up article would it be possible for you to include a section about SELL signals too? That is, can slowing dividend increases or dividend cuts be considered as a profitable exit strategy for multibaggers?
Great article and look forward to the follow up.
Roland, thanks an interesting article. I have often thought growth companies were better investments, for income, than the high dividend, low growth companies, that are in the FTSE100.
You would have done well to hold onto Games Workshop (LON:GAW) during all the things years, the share price halved in 2022, it was a Falling Star for quite a while and the Stockranking was not very good.
One point QV is the worst performing style after Growth, Contranian has only gone up 17% in 11.5 years, that to me is a loser, inflation is around 72% over 10 years.
The VM figures l believe are incorrect and Stockopedia ignore reports about it.
Great article thank you. In your research did you pull together a screen you can share?
Hi - I can jump in briefly: We pulled the data together programatically (i.e. with python and SQL) but perhaps there is a screen we can share, either in this conversation thread or in another article.
Hi flashing blade,
Thanks for your comments. I'm working on an example screen using some of the metrics discussed in this article. I'll include this with my piece next week.
Roland
Any chance you could now put a link for that article? It's now August and I can't find it.