본문으로 건너뛰기
cccskills
무료GitHub에 공개

adr-hshare

Compare a Chinese company's US depositary receipts, Hong Kong shares, and mainland shares after adjusting for exchange rates and share ratios. Analyze pricing gaps, valuation differences, and delisting risks to support research into its different listings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

원문원문 설명 보기

ADR/H-share/A-share cross-listing premium analysis — track pricing gaps between US-listed ADRs, HK-listed H-shares, and A-shares for arbitrage signals, dual-listing valuation, and delisting risk assessment.

연동 도구Yahoo Finance
설치 방법 보기

이럴 때 유용합니다

  • Compare A-share and H-share pricing gaps
  • Measure ADR premiums against Hong Kong shares
  • Review US delisting risks and Hong Kong listing alternatives
  • Study pricing changes around listings and index inclusion

포함된 파일(1)

  • SKILL.md9.8 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

ADR / H-Share / A-Share Cross-Listing Analysis

Overview

Many Chinese companies are listed on multiple exchanges — A-shares in Shanghai/Shenzhen, H-shares in Hong Kong, and ADRs in the US. Pricing gaps between these listings create arbitrage opportunities and reveal market-specific sentiment differences. This skill provides frameworks for analyzing cross-listing premiums, identifying arbitrage signals, and assessing delisting risk for US-listed Chinese ADRs.

Core Concepts

1. Cross-Listing Structures

StructureDescriptionExamples
A + H dual-listedSame company listed on both A-share and HK exchangePetroChina (601857.SH / 0857.HK), ICBC (601398.SH / 1398.HK)
H + ADR dual-listedHK-listed with US ADRAlibaba (9988.HK / BABA), JD.com (9618.HK / JD)
A + H + ADR triple-listedAll three marketsChina Life (601628.SH / 2628.HK / LFC)
HK primary + US secondaryPrimary listing in HK, secondary ADRTencent (0700.HK / TCEHY OTC)
US primary → HK secondaryOriginally US, added HK listingAlibaba (BABA → 9988.HK), Baidu (BIDU → 9888.HK)

2. AH Premium Analysis

AH Premium = (A-share price / H-share price in CNY terms - 1) × 100%

def calculate_ah_premium(a_price_cny, h_price_hkd, usdcny, usdhkd):
    """Calculate AH premium for a dual-listed stock."""
    h_price_cny = h_price_hkd * (usdcny / usdhkd)  # Convert HKD to CNY
    ah_premium = (a_price_cny / h_price_cny - 1) * 100
    return ah_premium

# Example: PetroChina
# A-share: 8.50 CNY, H-share: 6.20 HKD
# USDCNY: 7.25, USDHKD: 7.82
# H in CNY: 6.20 * (7.25/7.82) = 5.75 CNY
# AH Premium: (8.50/5.75 - 1) * 100 = 47.8%

AH Premium signal interpretation:

Premium LevelInterpretationAction
>50%Extreme A-share premium; A-share speculative bubble or H-share extreme undervaluationStrong: buy H, sell/avoid A
30-50%Elevated premium; normal for high-retail-participation namesModerate: favor H if fundamentals same
10-30%Normal range for most AH pairsNeutral; no strong arbitrage signal
0-10%Compressed premium; A-shares relatively cheapUnusual; investigate catalyst
<0%H-share premium over A-shareVery rare; usually near-term event-driven

Structural drivers of AH premium:

  1. Liquidity premium: A-shares have much higher retail participation and turnover → liquidity premium
  2. Access premium: A-shares were historically hard for foreigners to access → scarcity premium
  3. Currency expectations: CNY depreciation expectations widen the premium
  4. Regulatory arbitrage: different trading rules (T+1 in A-shares vs T+0 in HK)
  5. Investor composition: A-share retail speculative premium vs HK institutional valuation discipline

3. ADR Premium/Discount Analysis

ADR premium = (ADR price in USD / HK equivalent in USD - 1) × 100%

def calculate_adr_premium(adr_price_usd, hk_price_hkd, adr_ratio, usdhkd):
    """
    Calculate ADR premium over HK listing.
    adr_ratio: number of HK shares per 1 ADR (e.g., BABA: 1 ADR = 8 HK shares)
    """
    hk_equivalent_usd = (hk_price_hkd * adr_ratio) / usdhkd
    premium = (adr_price_usd / hk_equivalent_usd - 1) * 100
    return premium

# Example: Alibaba
# BABA ADR: $85.00, 9988.HK: HKD 82.50
# ADR ratio: 1 ADR = 8 HK shares
# HK equivalent: (82.50 * 8) / 7.82 = $84.40
# ADR premium: (85.00/84.40 - 1) * 100 = 0.71%

Key ADR conversion ratios:

CompanyADR TickerHK TickerADR Ratio (HK:ADR)ADR Exchange
AlibabaBABA9988.HK8:1NYSE
JD.comJD9618.HK2:1NASDAQ
BaiduBIDU9888.HK8:1NASDAQ
BilibiliBILI9626.HK1:1NASDAQ
NIONIO9866.HK1:1NYSE
XPengXPEV9868.HK2:1NYSE
Li AutoLI2015.HK2:1NASDAQ
NetEaseNTES9999.HK5:1NASDAQ
Trip.comTCOM9961.HK1:1NASDAQ
PinduoduoPDDN/A (US-only)N/ANASDAQ

ADR premium drivers:

  • US trading hours sentiment (earnings releases, macro data during US hours)
  • US-specific regulatory events (SEC, PCAOB audits)
  • Liquidity premium (ADR often more liquid for global funds)
  • Time zone gap: ADR closes at HK's open → overnight gap creates premium/discount

4. Delisting Risk Assessment

HFCAA (Holding Foreign Companies Accountable Act) framework:

Since 2022, PCAOB gained access to audit workpapers of Chinese companies. Key risks:

Risk LevelCriteriaImpact
LowPCAOB inspection completed, no issuesADR status stable
MediumPCAOB inspection completed, deficiencies notedMonitor for resolution
HighPCAOB access revoked or restricted3-year delisting countdown activated
CriticalOn SEC "identified issuer" list for 3 consecutive yearsForced delisting

Delisting risk indicators:

delisting_risk_factors = {
    "pcaob_status": "inspected",     # inspected / pending / blocked
    "sec_identified_years": 0,        # 0, 1, 2, or 3 (3 = delist)
    "has_hk_listing": True,           # Backup listing reduces impact
    "hk_listing_type": "primary",     # primary (can be in Connect) vs secondary
    "vie_structure": True,            # Variable Interest Entity adds legal risk
    "state_owned": False,             # SOE status adds geopolitical risk
}

# Companies with HK primary listing (BABA, JD, BIDU, NTES, etc.) have
# a safety net if US delisting occurs → fungible conversion ADR → HK shares
# Companies with US-only listing (PDD until HK listing) face higher risk

5. Cross-Listing Arbitrage Strategies

Strategy 1: AH Premium Mean-Reversion

# When AH premium for a specific stock diverges significantly from its historical average
ah_premium_current = 45  # current premium
ah_premium_mean_12m = 35  # 12-month average
ah_premium_std = 8        # standard deviation

z_score = (ah_premium_current - ah_premium_mean_12m) / ah_premium_std

if z_score > 2.0:
    signal = "fade_premium"  # A-share overvalued vs H; buy H, avoid A
elif z_score < -2.0:
    signal = "buy_premium"   # A-share undervalued vs H; buy A, avoid H
else:
    signal = "neutral"

Strategy 2: ADR-HK Intraday Arbitrage

  • During overlapping trading hours (HK morning = US pre-market via ADR), price gaps can appear
  • Professional arbitrageurs use ADR↔HK fungible conversion to capture these gaps
  • For research purposes: tracking ADR premium trend indicates which market is leading sentiment

Strategy 3: Event-Driven Cross-Listing

  • New HK listing announcement (US→HK): ADR typically dips 2-5% on dilution fear, then recovers
  • MSCI / FTSE index inclusion of HK listing: triggers passive fund buying in HK
  • Stock Connect inclusion (HK primary listing eligible): triggers mainland institutional buying

Data Access

import yfinance as yf

# Fetch ADR and HK prices simultaneously
baba_adr = yf.download("BABA", start="2025-01-01", end="2026-03-30", progress=False)
baba_hk = yf.download("9988.HK", start="2025-01-01", end="2026-03-30", progress=False)

# For A+H pairs
petrochina_a = yf.download("601857.SS", start="2025-01-01", end="2026-03-30", progress=False)
petrochina_h = yf.download("0857.HK", start="2025-01-01", end="2026-03-30", progress=False)

# FX rates for premium calculation
cny = yf.download("CNY=X", start="2025-01-01", end="2026-03-30", progress=False)  # USD/CNY
hkd = yf.download("HKD=X", start="2025-01-01", end="2026-03-30", progress=False)  # USD/HKD

# AH Premium Index (HSAHP)
# Not directly on yfinance; use Hang Seng website or Tushare

Output Format

## Cross-Listing Analysis — [Company Name]

### Listing Structure
- **A-share**: [code] @ [price CNY]
- **H-share**: [code] @ [price HKD]
- **ADR**: [ticker] @ [price USD] (ratio: X HK shares = 1 ADR)

### Premium/Discount
- **AH Premium**: [X%] (12m avg: X%, z-score: X.X)
- **ADR-HK Premium**: [X%] (5d avg: X%)
- **Direction**: [AH premium widening / narrowing / stable]

### Valuation Comparison
| Metric | A-share | H-share | ADR |
|--------|---------|---------|-----|
| PE (TTM) | XX.X | XX.X | XX.X |
| PB | X.X | X.X | X.X |
| Dividend yield | X.X% | X.X% | X.X% |

### Delisting Risk (ADR)
- **PCAOB status**: [inspected / pending]
- **SEC identified years**: [0/1/2/3]
- **HK backup**: [yes-primary / yes-secondary / no]
- **Risk level**: [low / medium / high / critical]

### Arbitrage Signal
- **AH premium z-score**: [X.X] → [fade premium / neutral / buy premium]
- **Best market to buy**: [A / H / ADR] — rationale
- **Catalyst**: [index inclusion, Connect eligibility, earnings]

### Investment Implication
- **Preferred listing**: [H-share / ADR / A-share] for new position
- **Risk**: [delisting, FX, regulatory, liquidity]

Notes

  • AH premium arbitrage is not freely executable: A-shares and H-shares are NOT fungible (no direct conversion), so true arbitrage requires separate capital pools
  • ADR↔HK conversion IS possible for most dual-listed names (via depositary bank), but takes 2-3 business days and involves fees
  • Currency risk (CNY, HKD, USD) is a major driver of cross-listing premiums; always hedge or account for FX when comparing
  • VIE (Variable Interest Entity) structure adds a layer of legal risk for many Chinese ADRs; this is a structural risk, not a trading signal
  • Stock Connect eligibility requirements mean not all HK-listed Chinese companies are accessible to mainland investors
  • This framework is for research purposes only and does not constitute investment advice

리뷰

아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.

댓글

로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.

아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.

보내면 바로 공개됩니다. 이메일 주소나 전화번호 같은 개인 정보는 쓰지 마세요. URL은 2개까지입니다.

0 / 1,000자

이 양식은 reCAPTCHA로 보호되며 Google 개인정보처리방침 및 서비스 약관이 적용됩니다.

같은 저장소의 스킬

akshare

무료

Retrieve stock prices, futures quotes, exchange rates, and economic indicators with the free Python library AKShare. The skill explains market-specific functions, symbol formats, and data preparation for analysis and testing strategies against historical data.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Retrieve historical prices for Chinese, US, and Hong Kong stocks
  • Collect Chinese GDP and consumer price data
  • Check futures quotes and foreign exchange rates
HKUDS/Vibe-Trading3.6만2026년 10월 18일 업데이트

alpha-zoo

무료

Explore bundled libraries of investment factors, signals used to compare securities, and inspect individual formulas and metadata. Evaluate a factor or an entire library across a chosen universe and period, producing aggregate performance statistics and an HTML report.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Find bundled momentum or reversal factors
  • Inspect a named factor's formula and metadata
  • Compare a factor library across a chosen universe and period
HKUDS/Vibe-Trading3.6만2026년 10월 18일 업데이트

Assess whether a Chinese A-share company may receive ST or *ST risk warnings next financial year. Review financial forecasts, dividends, audit opinions, and regulatory penalties, then report risk severity separately from confidence in the prediction.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Reviewing a Chinese A-share company's future ST risk
  • Assessing escalation risk for an existing ST or *ST stock
  • Checking revenue, equity, and dividend warning signs
HKUDS/Vibe-Trading3.6만2026년 10월 18일 업데이트

Plan portfolio allocations across assets using risk, correlations, return forecasts, and trading costs. Compare five optimization methods, produce settings for config.json, and define rebalancing rules that adjust holdings back toward their target weights.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Comparing allocations across stocks, bonds, and gold
  • Choosing an optimizer based on return forecasts and correlations
  • Preparing portfolio settings for config.json
HKUDS/Vibe-Trading3.6만2026년 10월 18일 업데이트

Diagnose failed or abnormal backtests, which test trading strategies on historical data. Inspect result files, strategy code, and configuration to identify bugs, make targeted repairs, rerun tests, and verify the updated metrics.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Investigating backtest execution errors
  • Finding why a strategy produces no trades
  • Checking delayed trades or low capital usage
HKUDS/Vibe-Trading3.6만2026년 10월 18일 업데이트

Use investor psychology to examine trading signals and risk controls, especially in China A-shares. The skill provides sentiment measures, checklists for biased decisions, and frameworks for assessing momentum, which follows trends, and reversal strategies.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Reviewing market optimism and fear
  • Examining momentum and reversal strategies
  • Checking investment decisions for cognitive biases
HKUDS/Vibe-Trading3.6만2026년 10월 18일 업데이트

HKUDS의 스킬 모두 보기

이 스킬의 문제 신고