Advertising and sales data causality

When analyzing the effect of advertising on sales using advertising and sales longitudinal data, it should be taken into account that many companies increase their advertising spending when revenues are high and decrease them when revenues are low. Then, what causes what?

  • Lydia Pinkham Sales & Advertising Data: causality between advertising and sales. Here R data