Equity Carry on Hang Seng Constituents

Equity carry on Hang Seng constituents trailing 12-month cash dividends over price top-third long bottom-third short 15 bps one-way Newey West test

Abstract

Carry, in Koijen, Moskowitz, Pedersen, and Vrugt, is the return you earn if prices do not move. For a stock that object is the dividend yield, not a valuation ratio and not momentum. This page builds that yield from cash dividends paid over the trailing twelve months, divided by the price at the start of the window, on a fixed Hang Seng large-cap panel.

The trade is cross-sectional. Each month the book is long the top third of trailing carry and short the bottom third, with equal weights inside each leg and the two legs scaled to plus and minus one half. It is the equity-carry sleeve of a multi-asset carry study, restricted to names that actually trade in Hong Kong dollars on HKEX.

Yield and the book

Dividends are the Yahoo Finance cash-dividend series, summed inside each calendar month and stored in data/exchange-prices/hongkong/dividends.csv. The signal known at the open of month uses dividends through month :

Names with less than six months of the dividend window are left out of that month's rank. Realised return is the adjusted-close total return, which already reinvests dividends, so the sort is on the yield and the payoff is the total return of the high-yield names minus the low-yield names. Using the total return on both legs avoids crediting the high-yield book twice.

Turnover is the L1 distance of the weight vector. One-way cost is 15 bps, which is a rough allowance for Hong Kong stamp duty on the long leg and for the spread on the short leg. It is not the statutory stamp schedule.

Empirical results

Wealth is compounded monthly, net of the turnover haircut, against the equal-weight of the names that were eligible that month. The test is Newey–West on the carry book's own mean, not on its gap to the index. A zero mean here means the long-short yield sort did not pay, even if both legs went up with the Hang Seng.

Sample
2013-02-28 → 2026-11-30
Sleeve
HKEX constituents
Benchmark
Equal-weight constituents
Series kept
67

Trailing twelve-month cash dividends divided by price, on 67 Hong Kong names. Long the top third, short the bottom third, dollar-neutral, 15 bps one-way. Net Sharpe -0.35.

Carry ann. return
-3.9%
Carry ann. vol
9.9%
Carry Sharpe
-0.35
Carry max drawdown
-61.9%
Equal-weight Sharpe
0.58
One-way cost
15 bps

Growth of 1. Dates are thinned when the path is daily.

TestEstimatetpReading
Mean monthly carry spread-0.3%-1.140.255Newey–West test that the long-high minus short-low dividend book has mean zero.

Calendar-year returns

YearStrategyBenchmark
2013-14.5%10.3%
20146.6%7.0%
2015-12.1%6.4%
2016-1.8%11.1%
2017-15.8%52.4%
20185.3%-7.3%
2019-18.5%28.8%
2020-32.4%21.9%
202117.8%-0.5%
202210.5%-6.7%
20236.1%-7.5%
2024-2.2%13.9%
2025-2.1%35.0%
202613.7%-3.5%

Series that entered the sample

TickerNameFirstLastDays
0700.HKTencent2012-01-032026-11-133661
9988.HKAlibaba2019-11-262026-11-131714
0939.HKChina Construction Bank2012-01-032026-11-133661
1398.HKICBC2012-01-032026-11-133661
3690.HKMeituan2018-09-202026-11-132004
0005.HKHSBC2012-01-032026-11-133661
0941.HKChina Mobile2012-01-032026-11-133661
1299.HKAIA2012-01-032026-11-133661
2318.HKPing An2012-01-032026-11-133661
0883.HKCNOOC2012-01-032026-11-133661
0388.HKHKEX2012-01-032026-11-133661
0001.HKCK Hutchison2012-01-032026-11-133661
0016.HKSun Hung Kai Properties2012-01-032026-11-133661
0002.HKCLP Holdings2012-01-032026-11-133661
0003.HKHK & China Gas2012-01-032026-11-133661
0066.HKMTR2012-01-032026-11-133661
0175.HKGeely2012-01-032026-11-133661
0288.HKWH Group2014-08-052026-11-133025
0386.HKSinopec2012-01-032026-11-133661
0857.HKPetroChina2012-01-032026-11-133661
1211.HKBYD2012-01-032026-11-133661
1810.HKXiaomi2018-07-092026-11-132057
2020.HKAnta Sports2012-01-032026-11-133661
1024.HKKuaishou2021-02-052026-11-131418
9618.HKJD.com2020-06-182026-11-131576
9888.HKBaidu2021-03-232026-11-131388
9999.HKNetEase2020-06-112026-11-131581
2382.HKSunny Optical2012-01-032026-11-133661
3968.HKChina Merchants Bank2012-01-032026-11-133661
0006.HKPower Assets2012-01-032026-11-133661
0012.HKHenderson Land2012-01-032026-11-133661
0017.HKNew World Development2012-01-032026-11-123660
0027.HKGalaxy Entertainment2012-01-032026-11-133661
0267.HKCITIC2012-01-032026-11-133661
0291.HKChina Resources Beer2012-01-032026-11-133661
0669.HKTechtronic2012-01-032026-11-133661
0688.HKChina Overseas Land2012-01-032026-11-133661
0762.HKChina Unicom2012-01-032026-11-133661
0823.HKLink REIT2012-01-032026-11-133661
0881.HKZhongsheng2012-01-032026-11-133661
0960.HKLongfor2012-01-032026-11-133661
0981.HKSMIC2012-01-032026-11-133661
0992.HKLenovo2012-01-032026-11-133661
1038.HKCK Infrastructure2012-01-032026-11-133661
1044.HKHengan2012-01-032026-11-133661
1093.HKCSPC Pharmaceutical2012-01-032026-11-133661
1109.HKChina Resources Land2012-01-032026-11-133661
1113.HKCK Asset2015-06-032026-11-132822
1177.HKSino Biopharm2012-01-032026-11-133661
1928.HKSands China2012-01-032026-11-133661
1929.HKChow Tai Fook2012-01-032026-11-133661
1997.HKWharf REIC2017-11-152026-11-132213
2269.HKWuXi Biologics2017-06-132026-11-132322
2313.HKShenzhou International2012-01-032026-11-133661
2319.HKChina Mengniu2012-01-032026-11-133661
2331.HKLi Ning2012-01-032026-11-133661
2388.HKBOC Hong Kong2012-01-032026-11-133661
2628.HKChina Life2012-01-032026-11-133661
2899.HKZijin Mining2012-01-032026-11-133661
3692.HKHansoh Pharma2019-06-142026-11-131828
6862.HKHaidilao2018-09-262026-11-132001
2015.HKLi Auto2021-08-122026-11-131292
9868.HKXPeng2021-07-072026-11-131318
9992.HKPop Mart2020-12-112026-11-131456
6690.HKHaier Smart Home2020-12-232026-11-131448
1378.HKChina Hongqiao2012-01-032026-11-133661
1876.HKBudweiser APAC2019-09-302026-11-131753

Sharpe ratios use a zero risk-free rate. Costs, where charged, are a flat one-way bps haircut on weight turnover. Source: Yahoo Finance. Assignment seed 20261113.

What this does not show

Special dividends and spin-offs land in the Yahoo dividend series with the ordinary dividend. A one-off payment can push a name into the long leg for a year.

Several names are also listed in Shanghai or New York. This study uses the Hong Kong line only. The premium is not a statement about the A-share of the same company.

Yahoo Finance adjusted closes are not a point-in-time index membership file. The constituent lists are a liquid large-cap panel, fixed in the repository, not the official index as it stood on each rebalance date.

The risk-free rate is set to zero in every Sharpe ratio. A local bill rate would lower the ratios and would not, by itself, change a long-short spread.

Costs are a flat one-way haircut on weight turnover. They do not include borrow fees, lot-size rules, auction imbalance, stamp duty, or the Shanghai and Hong Kong short-sale bans that bind a live short book.

This is a research record. It is not a recommendation to trade the sleeve.

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