A recovering economy, solid employment growth, but rising long-term unemployment: it would have been tempting to misinterpret this as a structural problem. Indeed, many did so at the time. But that probably is not what was going on.
What this shows is the effect on a stock – unemployment – when the economic decision – to hire or lay off workers – is a flow in and out of that stock.