Overview
Digital messages from public employment services can raise reporting without improving effective job search. Swedish evidence shows that messages changed reporting without the intended employment gain, with supportive emails modestly worsening selected outcomes; Dutch evidence shows that personalized, feasible occupational alternatives redirected search and increased work for people in structurally poor markets. The series argues for diagnosing the bottleneck and measuring downstream outcomes, while treating mechanisms and scale effects as conditional.
Learning outcomes
- Opens, clicks, and reports show exposure or compliance, not that a message produced effective search.
- In Sweden, controlling emails raised reporting but not primary applications or job finding; supportive emails modestly worsened selected outcomes.
- In the Dutch trial, personalized alternatives increased work for people with no paid work in structurally poor, non-Covid occupations and diversified destinations.
- The useful design rule is conditional: diagnose the bottleneck, fit the institutional relationship, and measure downstream outcomes.
- Dutch spillover estimates support cautious optimism about scale, but they come from a calibrated model rather than direct equilibrium observation.
Keywords
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PlansFAQ
Why can job-search messages raise compliance without improving employment?
They can make a deadline salient without changing search direction, application quality, or access to suitable opportunities; reporting is only an intermediate behavior.
What did Sweden’s supportive and controlling emails actually change?
In Sweden, both email schemes increased activity-report submission; controlling messages did not improve applications or job finding, while supportive messages modestly reduced some outcomes.
When can personalized occupational information improve job finding?
It improved job finding for people with no paid work who were searching in structurally poor, non-Covid occupations, when alternatives were both feasible and more promising.
What should a public employment service measure beyond opens and reports?
It should measure applications, search direction, employment, hours, earnings, job quality, and occupational destination, then consider spillovers when projecting scale.