Higher output per worker can result from better skills and capital, improved organization, or a shift toward more productive industries. It can also rise when low-productivity jobs disappear. The aggregate ratio should therefore be read alongside employment levels and industry composition.
A strategy aimed only at maximizing average productivity can overlook the income gain from bringing an unemployed person into a reasonably productive job. Conversely, employment growth in very low-earning activity may leave households insecure. The relevant evaluation considers both additional work and the income and progression it provides.
Formal employment and informal activity require careful comparison after the survey's definitional changes. Legal registration, employment protection, enterprise sector, and the worker's actual conditions are not always the same classification. An increase in registered employment should be examined for changes in hours, earnings, and stability rather than assumed to capture every dimension of job quality.
Women and younger workers can face additional constraints involving care, experience requirements, safety, and access to networks. Group-level differences should inform diagnosis without assuming that all members face the same barrier. A policy targeted by age or gender still needs a clear account of the mechanism it changes.
The household consequences also depend on how jobs are distributed. An additional earner in a household without employment can change income security differently from a second job obtained by someone already earning. Individual employment statistics cannot establish that distribution without household information. The appropriate analysis would retain both units and avoid counting households and workers interchangeably.
Labor income should also be expressed in real terms when assessing purchasing power. A nominal wage increase can coexist with pressure from food, transport, or housing costs, particularly for lower-income workers with different expenditure baskets. More employment and stronger real earnings reinforce each other, but neither can be inferred from the other. This distinction is essential when judging whether improved absorption is translating into broader household resilience.