“…So far, the OLS results focus on the decisions on the duration of lecture attendance without considering no participation. However, the duration of attendance is often dependent on the whether-to-attend decisions through the correlation between the error terms (Gu et al, 2022). Hence, we need to take no participation into account in the estimations.…”