Presentation on theme: "Depression and work incapacity in Scotland: Evidence from the Scottish Health and British Household Panel Surveys Matt Sutton Will Whittaker Health Methodology."— Presentation transcript:
Depression and work incapacity in Scotland: Evidence from the Scottish Health and British Household Panel Surveys Matt Sutton Will Whittaker Health Methodology Research Group (firstname.lastname@example.org)
Background Part of a mixed-methods research project funded by the Chief Scientist Office of the Scottish Government Health Directorate General Research questions for survey analysis –Who is likely to transit to and from Incapacity Benefit? –Can the at-risk individuals be identified in general practice? –Do practices influence work incapacity?
Who is likely to transit to and from Incapacity Benefit?
British Household Panel Survey Longitudinal sample, with refreshment and booster samples 17 waves of interviews (1991 – 2007) Interviews in autumn –Current status –Experience since 1 st September of previous year Analysis of working-age population with interviews in consecutive years Analysed years of exposure: –32,130 inactive job status –114,092 active job status –7,964 on Incapacity Benefit
Analysis Probability of transit: –From inactive job status to IB –From active job status to IB –Off of IB Multivariate logistic regression with random-effects for individuals Explanatory variables: –GHQ-12 score; Other health problems; Year; Ethnicity; Educational attainment; UK region; Marital status; Age; Gender; Children –Inactive status –Standard Occupational Classification; Employment sector
Conditional influence of mental health on transits
Conditional influence of other health conditions on transits
Conditional regional variations in transits onto IB
Can the at-risk individuals be identified in general practice?
Identifying those at risk Identify starting year of first spell of Incapacity Benefit claiming –N = 1,758 first spells Calculate prevalence in preceding and proceeding years of: –GHQ Caseness –Frequent GP attendance (10+ per annum)
Scottish Health Surveys Cross-sectional surveys in 1995, 1998 & 2003 Subsequently linked to NHS administrative records, including registered general practice at time of survey We analyse the working-age population, excluding early retired Sample = 12,221 individuals registered with 948 general practices
Analysis Multivariate logistic regression with random-effects for practices Empty model and model with explanatory variables: –Year –Gender –Age category –Marital status –Educational achievement –Health region –Area deprivation quintile Focus on proportion (and significance) of unexplained variance at practice level (rho)
Summary of findings Increasing proportion of work incapacity attributable to mental health Mental health significantly influences the probability of transition to and from IB – robust to other influences Factors influencing the probability of transition to IB are similar for individuals with depression to those for the entire population Increasing prevalence of GHQ Caseness in years leading up to start of IB spell – though frequent GP attendance increases more distinctly Significant practice variation in prevalence of work incapacity..but this may reflect geographical concentrations of socioeconomic factors rather than variations in practice behaviour