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Robotics Small-Caps Screened for Turnover and Five-Year ROE

Article SuperMind

Summary

This proposed Chinese equity screen combines robotics concept membership, floating market capitalization below 10 billion yuan, turnover between 3% and 12%, and return on equity above 15% over five consecutive years. The financial filter is intended to favor firms with sustained profitability, while the concept and size filters define the candidate universe. The article says candidates are sorted by turnover in ascending order. It also discusses adding further financial measures and examining total market value and earnings stability.

The article notes that a sustained ROE threshold can exclude companies with moderate earnings but substantial dividends, and that ROE may be affected by one-off factors. It provides no backtest or evidence that the criteria produce superior returns. Its sample code does not cleanly match the stated screen: some turnover thresholds differ, and the ROE calculations and stock exclusions appear inconsistent. The material is therefore best read as a screening concept rather than a validated or reproducible strategy.

Key ideas

  • The proposed universe consists of robotics-related stocks with floating market value below 10 billion yuan.
  • Turnover is constrained to the stated 3%–12% interval.
  • The screen favors companies with ROE above 15% for five consecutive years.
  • The article warns that ROE can be distorted by unusual factors and the threshold may omit dividend-paying firms.
  • No performance test is offered, and the example implementation has inconsistencies with the stated rules.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.