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The study analyzes only publicly accessible data; private user data, server logs, or proprietary algorithms are beyond reach. All survey participants were recruited via public forum postings on SF itself. Findings therefore reflect self‑reported behavior and may be subject to selection bias.

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Ethical clearance was obtained from the author’s institutional review board; all participants provided informed consent.