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Harvest
Tax-loss replacement research
WLY
John Wiley & Sons
Communication ServicesMediaPublishing
4 stocks · 12 ETFs
data as of Aug 24, 2026
REPLACEMENT RESEARCH

Tax-loss harvesting alternatives for WLY

Among the 4 Publishing peers screened, NWSA (News Corp (Class A)) has tracked WLY most closely over the past year, with a return correlation of 0.37. The strongest fund stand-in is XLC (Communication Services SPDR) at 0.22 over the past year. Correlations are computed from daily closing-price returns aligned by trading day.

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STOCKS

Single-name peers

TickerNameSub-industry1Y3Y5Y10Y
NWSANews Corp (Class A)Publishing0.370.330.370.38
NWSNews Corp (Class B)Publishing0.360.320.360.39
SCHLScholastic CorporationPublishing0.230.220.260.39
NYTNew York Times CompanyPublishing0.180.210.240.26
ETFS

Fund stand-ins

An ETF is generally not 'substantially identical' to a single stock, which is why funds are the standard wash-sale-aware replacement.

TickerNameFocusMatch1Y3Y5Y10Y
XLCCommunication Services SPDRComm Services SectorSECTOR0.220.270.350.37
VOXVanguard Communication ServicesComm Services SectorSECTOR0.160.240.340.37
FCOMFidelity MSCI Communication ServicesComm Services SectorSECTOR0.150.240.340.36
SOCLGlobal X Social Media ETFSocial MediaSUB-IND0.130.220.290.30
HEROGlobal X Video Games & EsportsGaming & EsportsSUB-IND0.120.210.270.26
ESPOVanEck Video Gaming & eSportsGaming & EsportsSUB-IND0.110.190.280.28
SPYSPDR S&P 500 ETFS&P 500BROAD0.050.260.370.42
VOOVanguard S&P 500 ETFS&P 500BROAD0.050.250.370.42
IVViShares Core S&P 500S&P 500BROAD0.050.250.370.42
QQQMInvesco Nasdaq 100 ETFNasdaq 100BROAD-0.020.180.30
QQQInvesco QQQ TrustNasdaq 100BROAD-0.020.180.300.33
IYZiShares US Telecommunications ETFTelecomINDUSTRY-0.130.160.300.37
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Method: Pearson correlation of daily closing-price returns, Yahoo Finance data, series aligned by trading day, refreshed weekly. A cell is blank when overlapping history covers less than 60% of its window. Correlation is descriptive, not predictive. Wash-sale treatment depends on facts and circumstances — confirm with a tax professional. Not investment advice.