Occupational Background (iPAN-L Panel)

60% of respondents are outside traditional salaried jobs, highlighting the strength of the informal economy.

Only 21.3% are employed for an employer, showing the limited size of the formal job sector among panelists.

This diverse occupational spread makes the iPAN-L ideal for research in informal labor markets, entrepreneurship, livelihood studies, and social policy design.