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Lixin Cai

Evaluation

Online Job Seeker Classification Instrument trial evaluation report

Leo Vance, Patricia Barber, Dan Ngoc Ho, Yusuf Muharram, Minh-Ha Nguyen, Caroline Daley, Scott Burrow

This evaluation was conducted to assess the efficiency, effectiveness, accessibility and participant experiences of the Online Job Seeker Classification Instrument (JSCI) trial. It aimed to identify the advantages and disadvantages of the digital platform, define vulnerable cohorts requiring targeted support, analyse data integrity against traditional phone and face-to-face interviews and uncover system barriers to optimise...
Report

Work choices of married women: drivers of change


Drawing on HILDA panel data, this study estimates the influences affecting married women’s participation in the labour force and how this changes with changes in their lives. The analysis provides useful estimates of parameters that assist in predicting how changes in these well-known factors affect labour force participation. It finds that there is no inherent...
Report

Union wage effects in Australia: Evidence from panel data


Using data from the Household, Income and Labour Dynamics in Australia (HILDA) Survey, this research indicates that unobserved heterogeneity substantially biases cross-sectional estimates of union wage effects upward for both males and females. Estimates of the union wage premium for male workers between the ages of 25 and 64 fall from 8.7 percent to 5.2...
Report

Effects of health on wages of Australian men


As a form of human capital health, like education, determines an individual's productivity and thus wage rates. While there are numerous overseas studies that examine the effect of health on wages, research on this issue using Australian data is scarce. Lixin Cai investigates the effect of health on the wages of working-age Australian men. As...
Report

Disability support pension recipients: who gets off (and stays off) payments?


There is a close correspondence between disability benefit receipt and labour market outcomes according to this study of Centrelink records. Entry to disability support pensions via unemployment benefits is associated with substantially reduced prospects of exiting the pension, while employment during this time is associated with increased success in staying off payments once an exit...

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