Jiménez-Martín Mestres and Vall Castelló 2016 — Great Recession and Disability in Spain

Summary

Jiménez-Martín, Juanmartí Mestres, and Vall Castelló (2016) examine whether the standard countercyclical relationship between disability insurance (DI) participation and economic conditions holds during an extreme recession, using Spain's Great Recession (2008–2013) — where unemployment tripled from 8.6% to 26.9% — as a natural test. Using both regional aggregate regressions (1996–2014, 17 Spanish autonomous communities) and individual competing-risk logit models (Continuous Sample of Working Lives [MCVL] administrative panel, N=419,813, 2007Q2–2013Q4), they find that Spain's DI inflow became procyclical during the crisis: allowed applications fell and denied applications rose as unemployment increased, reversing the pre-2008 countercyclical pattern documented for Spain and other countries. Two mechanisms partially explain the reversal: (1) the collapse of industry and construction sectors (which have high injury/illness rates) reduced the pool of high-risk workers contributing to DI, and (2) the disproportionate concentration of DI inflow declines among the non-employed suggests disability agencies informally tightened benefit granting under fiscal pressure from Spain's post-2011 austerity program.

Key Claims

• Applications: roughly countercyclical but not statistically significant and small — applications in Spain are far less responsive to unemployment than in the US or in Spain's pre-2008 history
• Allowed applications: became procyclical during 2008–2014 (fell as unemployment rose), reversing from a positive pre-2008 relationship; this pattern is not observed in the US (Maestas et al. 2015)
• Denied applications: became strongly countercyclical during 2008–2014 (statistically significant at 10%), consistent with informal tightening rather than a supply-side drop in applicants
• Individual transitions — from employment to DI: no significant change for men; significant reduction for women (especially older women, −36.8% transition rate 2007–2013)
• Individual transitions — from non-employment to DI: large, significant reduction for all groups; older non-employed men show −51.3% transition rate decline; older non-employed women −28.6%
• Sectoral mechanism: industry + construction share of employment fell from 31.5% to 19.6% (2007–2013); these are the high-DI-risk sectors
• Informal austerity mechanism: reduction concentrated among non-employed (not employed), inconsistent with a health improvement explanation; no formal DI reform occurred during the period
• Skill heterogeneity: DI inflow reductions concentrated in medium-skilled workers (from employment) and low-skilled workers (from non-employment)
• This is claimed as the first paper documenting a countercyclical-to-procyclical shift in DI participation during an extreme recession; the countercyclical safety-net function of DI may fail when most needed

Concepts Introduced or Extended

• DI Countercyclicality
• Disability Insurance Program

Entities Mentioned

• Sergi Jiménez-Martín
• Judit Vall Castelló
• Nicole Maestas
• Alexander Strand

Quotes

"The previously reported countercyclical behavior of DI benefits may only apply during mild changes in business cycle conditions but may not be relevant when the economy faces strong economic crisis."

"Our results provide valuable evidence for policy-makers as they highlight that some of the disabled population may be left economically uncovered during the worst of times."

My Take

The paper's core finding — DI going procyclical in Spain during an extreme recession — is genuinely novel and policy-relevant, though the authors are appropriately cautious about causal identification. The informal-austerity mechanism (agencies tightening without formal policy change) is plausible but not definitively proven; the key evidence is the differential reduction for non-employed vs. employed, which is consistent with but does not uniquely identify the austerity channel. The comparison to Maestas et al. (2015)'s US results is clean and useful: the US kept a (weakening) countercyclical pattern through the recession while Spain crossed into procyclicality. The sectoral composition mechanism is well-documented empirically. The broader lesson — that DI's automatic-stabilizer role is conditional on fiscal health and institutional context — extends directly to debates about program sustainability.