Tax-loss harvesting alternatives for MAN

Among the 9 Human Resource & Employment Services peers screened, RHI (Robert Half) has tracked MAN most closely over the past year, with a return correlation of 0.73. The strongest fund stand-in is IYT (iShares Transportation Average) at 0.29 over the past year. Correlations are computed from daily closing-price returns aligned by trading day.

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STOCKS

Single-name peers

Ticker	Name	Sub-industry	1Y	3Y	5Y	10Y
RHI	Robert Half	Human Resource & Employment Services	0.73	0.71	0.70	0.70
KFY	Korn/Ferry International	Human Resource & Employment Services	0.69	0.61	0.61	0.62
PAYX	Paychex Inc.	Human Resource & Employment Services	0.60	0.48	0.47	0.49
ADP	Automatic Data Processing	Human Resource & Employment Services	0.54	0.43	0.43	0.44
NSP	Insperity	Human Resource & Employment Services	0.50	0.46	0.46	0.40
PCTY	Paylocity	Human Resource & Employment Services	0.48	0.37	0.37	0.33
FA	First Advantage Corporation	Human Resource & Employment Services	0.46	0.45	0.43	—
PAYC	Paycom	Human Resource & Employment Services	0.39	0.30	0.34	0.35
UPWK	Upwork, Inc.	Human Resource & Employment Services	0.28	0.24	0.27	0.21

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.

Ticker	Name	Focus	Match	1Y	3Y	5Y	10Y
IYT	iShares Transportation Average	Transportation	INDUSTRY	0.29	0.40	0.46	0.55
XTN	SPDR S&P Transportation ETF	Transportation	INDUSTRY	0.27	0.40	0.47	0.56
JETS	US Global Jets ETF	Airlines	SUB-IND	0.17	0.32	0.41	0.48
IYJ	iShares US Industrials ETF	Industrials Sector	SECTOR	0.12	0.33	0.45	0.54
XLI	Industrial Select Sector SPDR	Industrials Sector	SECTOR	-0.01	0.25	0.38	0.52
PPA	Invesco Aerospace & Defense ETF	Aerospace & Defense	INDUSTRY	-0.03	0.15	0.27	0.44
VIS	Vanguard Industrials ETF	Industrials Sector	SECTOR	-0.03	0.25	0.39	0.53
FIDU	Fidelity MSCI Industrials ETF	Industrials Sector	SECTOR	-0.04	0.25	0.39	0.52
ITA	iShares Aerospace & Defense ETF	Aerospace & Defense	INDUSTRY	-0.04	0.12	0.25	0.42
PAVE	Global X US Infrastructure	Infrastructure	SECTOR	-0.04	0.26	0.39	0.52
XAR	SPDR S&P Aerospace & Defense	Aerospace & Defense (Equal Wt)	INDUSTRY	-0.06	0.13	0.26	0.42
BOTZ	Global X Robotics & AI	Robotics & AI	SECTOR	-0.10	0.15	0.30	0.40

NEXT STEPS

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Replacement research for MAN's peers

RHI KFY PAYX ADP NSP PCTY FA PAYC UPWK

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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.