What factors would you consider before scaling a LinkedIn campaign?

Before deciding to scale a successful LinkedIn advertising campaign, what key factors would you evaluate to ensure that increased spending leads to sustainable growth rather than declining efficiency, including lead quality, conversion rates, cost per lead, audience size and saturation, frequency, campaign objectives, budget allocation, bidding strategy, creative performance, sales team feedback, attribution accuracy, and the overall impact on return on investment?