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Market Insights

Research notes, written for retail.

No model portfolios for sale. No affiliate links. Just evidence-led writing on the questions European investors actually ask.

  • Research

    The hidden cost of US-domiciled ETFs for European investors

    Withholding tax, accessibility and PRIIPs constraints — why UCITS still wins for almost every retail use case.

    Jun 18, 2026
    9 min
  • Data

    20 years of factor returns in Europe — what actually persisted

    Value, size, momentum and quality decomposed against MSCI Europe across rolling 10-year windows.

    Jun 09, 2026
    12 min
  • Playbook

    Building a three-fund portfolio that respects your tax residence

    Country-aware templates for DE, FR, IT, ES and NL — including accumulating vs distributing trade-offs.

    May 28, 2026
    11 min
  • Commentary

    Why 'thematic' ETFs underperform their backtests

    Survivorship, index reconstitution and the inconvenient timing of fund launches.

    May 14, 2026
    7 min
Explore the Evidence

Explore the primary sources behind this lesson.

Lesson-specific sources: original research, regulatory texts, or index methodology — chosen to let you verify the claims in this lesson.

Vanguard — Principles for Investing Success

Long-term investing and portfolio construction.

vanguard.com

Morningstar Manager Research

Independent ETF and fund research.

morningstar.com

S&P Dow Jones — SPIVA U.S. Scorecard

Active vs. passive performance scorecards.

spglobal.com