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Source of new entrants by income band

No occupational information is available from IRD records, so as an alternative we use the magnitude of income as a loose proxy to what type of roles new entrants are entering into. To do this we split the entire workforce into quartiles based on their average monthly income across working months. New entrants are then placed into these quartiles to see how their earnings fit in with the rest of the workforce.

We find that career changers typically transition into higher income roles, whereas secondary school leavers, tertiary graduates and beneficiaries more often enter into lower income roles.

By selecting the Existing Worforce checkbox in the top-right corner of the dashboard below, we see new entrants make up 28% of all low income roles, and a smaller share of higher income positions.

Methodology

Income bands are created by taking the average monthly of the existing workforce across months where they are working within the sector of interest. Of these average monthly earnings we create quartiles bands and group the existing workforce and new entrants into each group.

A new entrant is classified as an individual who first starts working (earning income in IRD records) within a given sector (defined through employer ANZSIC 2006 codes). We take new entrants in the sectors we follow between the years of 2007 and 2017, and categorise them into source groups using the following hierarchy:

  1. Secondary leaver (enrolled within one year of starting work)
  2. Tertiary graduate (enrolled within one year of starting work)
  3. Career changer (at least one year of work experience within any other sector)
  4. Immigrant (first arrived in New Zealand within one year)
  5. Beneficiary (history of beneficiary income)
  6. Returning kiwi (return date to New Zealand within one year)
  7. Others and unknowns

Such that a new entrant recently enrolled in tertiary education with more than one year of work experience is classified as a tertiary graduate as opposed to a career changer.

Within IRD data there is no available information on the number of hours worked, only income down to a monthly level. Because of this we only consider an employee to be employed in a given month if they earn more than the equivalent of 0.5 FTE (80 hours) on the minimum wage. Thus for 2007 (minimum wage of $11.25) only months with income over $900 as employed.

Career changers New entrants Source of new talent Source of new entrants