Research Insights

Factors and Taxes

As a result of the trading required to capture the premiums that drive factor strategies investors may face significant tax liabilities. The challenge for the [...]

DIY Trend-Following Allocations: August 2024

Full exposure to domestic equities. Full exposure to international equities. Full exposure to REITs. No exposure to commodities. Partial exposure to intermediate-term bonds.

Transitioning from an ETF to Direct Indexing? Bad Idea.

Many investors face the complex decision of whether to transition from a diversified ETF to direct indexing. When is this switch a poor investment choice? My findings suggest that many investors are better off avoiding it. Direct indexing remains attractive even with a decent amount of embedded capital gains, up to approximately 40% of initial investment, for investors in the highest marginal income tax bracket.   However, for lower-tax investors with a marginal income tax rate of 22%, ETFs often prove more advantageous: when embedded capital gains exceed 10%, a consumption-focused investor is better off staying in an ETF.  While the other benefits and costs of direct indexing are difficult to quantify, my results indicate that it is far from a universal solution. Investors with high embedded gains and lower tax rates should approach direct indexing cautiously.

Transaction costs for asset allocation and foreign exchange markets

Transaction costs have a first-order effect on the performance of currency portfolios. Proportional costs based on quoted bid–ask spread are relatively small, but when a fund is large, costs due to the trading volume price impact are sizable and quickly erode returns, leaving many popular strategies unprofitable.

The Negative Impact of Crowding on Active Fund Performance

The shrinking pool of public companies across which active funds can diversify their holdings, increases the risk of crowding, which the research we reviewed shows negatively impacts performance. That provides yet another reason for investors to choose to avoid playing the loser’s game of active management.

The Impact of Amortizing Volatility across Private Investments

The amortization of volatility should be of concern for private capital asset classes. In order to properly budget for beta risks, it is critical that investors in private assets understand the amount of systemic (beta) risk that will “wash” into their private portfolios.

Crypto owners know Crypto…but not finance

We find that a significant share of Canadian Bitcoin owners have low crypto knowledge and low financial literacy. We also find gender differences in crypto literacy among Bitcoin owners, with female owners scoring lower in Bitcoin knowledge than male owners.

Global Factor Performance: July 2024

The following factor performance modules have been updated on our Index website.[ref]free access for financial professionals[/ref] Factor Performance Factor Premiums Factor Data Downloads

DIY Trend-Following Allocations: July 2024

Full exposure to domestic equities. Full exposure to international equities. Partial exposure to REITs. Full exposure to commodities. Partial exposure to intermediate-term bonds.

U.S. Companies Have Outperformed Japanese Companies, or Have They?

While both the S&P 500 and the Nikkei indices have recently hit all-time highs, the valuation and balance sheet data we have reviewed indicate that the downside risks in Japanese stocks appear to be far less than the risks in U.S. stocks. Evidence such as this helps explain why legendary investor Warren Buffett has been buying Japanese stocks.

Creating Better Factor Portfolio via AI

Trading costs, discontinuous trading, missed trades, and other frictions, along with asset management fees can cause a shortfall between live and paper portfolios. The focus of this paper is to test an effective rebalancing method that prioritizes trades with the strongest signals to capture more of the factor premia while reducing turnover and trading costs.

When Shorts Don’t Short

Low short positions come from positive public news, while negative news can drive average short or extremely high short positions

How to Track Retail Investor Activity in TAQ

This paper explores the effectiveness of the BJZZ algorithm, developed by Boehmer, Jones, Zhang, and Zhang (2021), in identifying and signing retail trades executed off exchanges with subpenny price improvements.

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