Skip to main content

Differences Between Spanish and Foreign Workers in the Duration of Workplace Accident Leave: A Stochastic Frontier Analysis

  • Chapter
  • First Online:
Disadvantaged Workers

Part of the book series: AIEL Series in Labour Economics ((AIEL))

Abstract

The main goal of the current work is to analyse differences between the working conditions of national and foreign workers in Spain. For this purpose, we study an important dimension of those working conditions, namely workplace injuries, and more specifically the differences in duration of occupational injury leave as a consequence of work-related accidents. The empirical analysis is carried out using stochastic frontier techniques. This allows a minimum period off work due to merely physiological or medical reasons to be distinguished from an additional period linked to worker behaviour. This latter component measures inefficiency in frontier literature, and is identified in the present work as a relevant indicator of working conditions. The findings reveal that most of the differences observed between national and immigrant workers in the already mentioned duration are a result of the inefficiency term. For the purpose of the current work, this is reflected in poorer working conditions for immigrant workers, particularly for those from less advanced countries.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    Certain studies have been conducted into whether, for instance, immigrant workers enter the labour market with worse contracts (for instance with temporary rather than open-ended contracts).

  2. 2.

    Here, the topic explored is whether foreign workers are dismissed more readily than their national counterparts.

  3. 3.

    In this sense, the literature concerning workplace accident frequency, which is closely related to workplace accident duration research, has proved that those workers who have an open-ended labour contract tend to report accidents at work more frequently than their fixed-term counterparts. Two examples of that for Spanish data are Jimeno and Toharia (1996) and Guadalupe (2003). This result is interpreted as a proof of a higher level of claims-reporting moral hazard in workplace accident insurance among permanent workers than among temporary employees. What we consider here is that, for the same reasons, we could expect a higher level of duration moral hazard for permanent workers as well.

  4. 4.

    Such behaviour has often been reported in the literature addressing work absenteeism and in the literature exploring issues of moral hazard linked to work accident insurance.

  5. 5.

    Within the methodological framework of the present work, this lower frontier is linked to what is termed the cost frontier in the literature.

  6. 6.

    Not being able to estimate the value of the variances separately prevents from carrying out the necessary tests so as to validate the existence of inefficiency.

  7. 7.

    The incidence rate used concurs with that calculated by the National Work Conditions Observatory, and is obtained as a quotient between accidents multiplied by 100,000 divided by the total number of those working. Applying this definition, the incidence rate among national workers drops from 4,585.3 in 2007 to 3,199 in 2010, and for immigrant workers from 4,286.1 to 2,448.9.

  8. 8.

    Also the square of this variable is included to allow for non-linear effects of ageing.

  9. 9.

    Martin-Roman and Moral (2008) report higher proportion of hard-to-diagnose injuries among Spanish women once medical and physiological factors were accounted for.

  10. 10.

    NACE stands for “Nomenclature of Economic Activities in the European Community”. Although in 2007 data were classified following NACE93 and in 2010 following NACE09, a ten industry grouping has been carried out for each year so as to provide a homogeneous classification.

  11. 11.

    Corrales et al. (2008) report significant differences in the duration of sick leave resulting from work-related accidents in the Spanish regions.

  12. 12.

    The literature has often established the impact of the type of contract on the reported rate of accidents (Hernanz and Toharia 2006; Amuedo-Dorantes 2002; Guadalupe 2003).

  13. 13.

    For a review of the effects of workers’ compensation on the accident rate, see the analysis carried out in Fortin and Lanoie (2000).

  14. 14.

    Moral et al. (2010) find differences in the percentage of hard-to-diagnose accidents reported by national and immigrant workers.

  15. 15.

    The log likelihood tests ratio reveal a cost frontier with a significance level of 1 %. However, when positing a production frontier, this does not prove significant.

  16. 16.

    The CHIBAR2(01) provided by STATA was 2.9e + 04.

  17. 17.

    The results for the truncated-normal distribution are available from the authors upon request.

  18. 18.

    Age was measured in years. However, so as to check the robustness, we also carried out regressions with age measured logarithmically and by squaring the variable, and no significant changes in other covariates’ coefficients were observed.

  19. 19.

    Compensation was measured in Euros. However, we also performed some regressions by taking the logarithm of Euros and no major changes were found. The same conclusion was reached when we took into account the square of the variable (results available upon request).

  20. 20.

    All these results are available from authors upon request.

References

  • Aigner D, Lovell C, Schmidt P (1977) Formulation and estimation of stochastic frontier production function models. J Econom 6(1):21–37

    Article  Google Scholar 

  • Amuedo-Dorantes C (2002) Work safety in the context of temporary employment: the Spanish experience. Ind Labor Relat Rev 55(2):262–272

    Article  Google Scholar 

  • Amuedo-Dorantes C, De la Rica S (2006) Labor market assimilation of recent immigrants in Spain. IZA DP 2104

    Google Scholar 

  • Amuedo-Dorantes C, De la Rica S (2010) Immigrants’ responsiveness to labor market conditions and their impact on regional employment disparities: evidence from Spain. SERIEs 1(4):387–407

    Article  Google Scholar 

  • Bartel AP, Thomas L (1985) Direct and indirect effects of regulation: new look at OSHA’s impact. J Law Econ 28:1–25

    Article  Google Scholar 

  • Battese GE, Coelli T (1995) A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empir Econ 20:325–332

    Article  Google Scholar 

  • Bauer TK, Million A, Rotte R, Zimmermann KF (1999) Immigration labor and workplace safety. IZA DP 16

    Google Scholar 

  • Benavides FG, Ahonen EQ, Bosch C (2008) Riesgo de lesión por accidente laboral en trabajadores extranjeros (España, 2003 y 2004). Gac Sanit 22(1):44–47

    Article  Google Scholar 

  • Borjas GJ (1999) The economic analysis of immigration. In: Ashenfelter O, Card D (eds) Handbook of labor economics, vol 3A. North-Holland, Amsterdam

    Google Scholar 

  • Butler RJ, Worrall JD (1983) Workers’ compensation: benefit and injury claims rates in the seventies. Rev Econ Stat 65:580–589

    Article  Google Scholar 

  • Butler RJ, Worrall JD (1985) Work injury compensation and the duration of nonwork spells. Econ J 95:714–724

    Article  Google Scholar 

  • Butler RJ, Durbin DL, Helvacian NM (1996) Increasing claims for soft tissue injuries in workers’ compensation: cost shifting and moral hazard. J Risk Uncertain 13:73–87

    Article  Google Scholar 

  • Campolieti M, Hyatt DE (2006) Further evidence on the ‘Monday effect’ in workers’ compensation. Ind Labor Relat Rev 59(3):438–450

    Google Scholar 

  • Card D (2005) Is new immigration really so bad? Econ J 115:300–323

    Article  Google Scholar 

  • Carrasco R, Serrano C, Malo MA (2003) Mercado de trabajo e inmigración. In: Izquierdo A (ed) Inmigración, mercado de trabajo y protección social en España, ed. Consejo Económico y Social

    Google Scholar 

  • Carrasco R, Jimeno JF, Ortega AC (2008) The effect of immigration on the employment opportunities of native-born workers: some evidence for Spain. J Popul Econ 21:627–648

    Article  Google Scholar 

  • Corrales H, Martín-Román, Moral de Blas A (2008) La duración de las bajas por accidente laboral en España: ¿Se justifican las diferencias entre comunidades autónomas? Revista de Economía Laboral 5(1):73–98

    Google Scholar 

  • Curington WP (1986) Safety regulation and workplace injuries. South Econ J 53:51–72

    Article  Google Scholar 

  • Dolado JJ, Jimeno JF, Duce R (1997) Los efectos de la inmigración sobre la demanda relativa de trabajo cualificado vs. poco cualificado: evidencia para España. Cuadernos Económicos de ICE 63:11–30

    Google Scholar 

  • Fortin B, Lanoie P (2000) Incentive effects of workers’ Compensation insurance: a survey, handbook of insurance, Springer, pp 421–458

    Google Scholar 

  • Friedberg RM, Hunt F (1995) The impact of immigrants on host country wages, employment and growth. J Econ Perspect 9(2):23–44

    Article  Google Scholar 

  • Garrido L, Toharia L (2004) La situación laboral de los españoles y los extranjeros según la Encuesta de Población Activa. Economistas 99:74–86

    Google Scholar 

  • Graham J, Shakow DM (1990) Labor market segmentation and job related risks. Am J Econ Sociol 49:307–324

    Article  Google Scholar 

  • Greene W (1980a) Maximum likelihood estimation of econometric frontier functions. J Econom 13:27–56

    Article  Google Scholar 

  • Greene W (1980b) On the estimation of a flexible frontier production model. J Econom 13:101–115

    Article  Google Scholar 

  • Greene W (2008) The econometric approach to the efficiency analysis. In: Fried HO, Knox CA, Schmith SS (eds) The measurent of productive efficiency and productivity growth. Oxford University Press, New York

    Google Scholar 

  • Guadalupe M (2003) The hidden cost of fixed term contracts: the impact on work accidents. Labour Econ 10:339–357

    Article  Google Scholar 

  • Hernández JC, Rojas C (2011) Metodología de estimación de Diplomados en Estadística del Estado en las delegaciones provinciales del INE. Documentos de Trabajo INE 09/2011

    Google Scholar 

  • Hernanz V, Toharia L (2006) Do temporary contracts increase work accidents? A microeconometric comparison between Italy and Spain. Labour 20(3):475–504

    Article  Google Scholar 

  • Iglesias C, Llorente R (2008) Efectos de la inmigración en el mercado de trabajo español. Economía Industrial 367:85–92

    Google Scholar 

  • Izquierdo M, Jimeno JF (2005) Inmigración: desarrollos recientes y consecuencias económicas. Boletín Económico del Banco de España, Febrero, pp 41–49

    Google Scholar 

  • Jimeno JF, Toharia L (1996) Effort, absenteeism, and fixed term employment contracts. Revista Española de Economía 13(1):105–119

    Google Scholar 

  • Johnson WG, Ondrich J (1990) The duration of post-injury absences from work. Rev Econ Stat 72:578–586

    Article  Google Scholar 

  • Jondrow J, Lovell CAK, Materov IS, Schmidt P (1982) On the estimation of technical inefficiency in the stochastic frontier production function model. J Econom 19:233–238

    Article  Google Scholar 

  • Krueger AB (1990) Workers’ compensation insurance and the duration of workplace injuries. NBER Working Paper Series 3253

    Google Scholar 

  • Lalonde RJ, Topel RH (1997) The economic impact of international migration and the economic performance of migrants. In: Rosenzweig MR, Stark O (eds) Handbook in population and family economics. Elsevier, Amsterdam

    Google Scholar 

  • Lanoie P (1992) The impact of occupational safety and health regulation on the risk of workplace accidents. Quebec, 1983–87. J Hum Resour 27:643–660

    Article  Google Scholar 

  • Martin-Roman A, Moral A (2008) Moral hazard and gender differences in the workplace accidents insurance. Empirical Econ Lett 7(7):707–713

    Google Scholar 

  • Martin-Roman A, Moral A, Corrales-Herrero H (2013) Shorter or longer? Sick leave spells and the business cycle for self-employed workers in Spain. Empirical Econ Lett 12(10):1089–1096

    Google Scholar 

  • Medina E, Herrarte A, Vicens J (2010) Inmigración y desempleo en España: Impacto de la crisis económica. Información Comercial Española, ICE: Revista de economía 854:37–48

    Google Scholar 

  • Meeusen W, Van den Broeck J (1977) Efficiency estimation from Cobb-Douglas production function with composed errors. Int Econ Rev 18(2):435–444

    Article  Google Scholar 

  • Meyer BD, Viscusi WK, Durbin DL (1995) Workers’ compensation and injury duration: evidence from a natural experiment. Am Econ Rev 85(3):322–340

    Google Scholar 

  • Moral A, Martín-Román A, Rodríguez JC (2010) La antigüedad y las diferencias de esfuerzo entre trabajadores de distintas zonas geográficas: un estudio de los accidentes de trabajo. Estudios de Economía Aplicada 28(1):1–20

    Google Scholar 

  • Moral A, Corrales H, Martín-Román A (2012) Glass ceiling or slippery floors? Understanding gender differences in Spanish workers’ compensation. Estudios de Economía Aplicada 30(1):311–340

    Google Scholar 

  • Richardson S, Loh K (2004) Foreign-born workers: trends in fatal occupational injuries, 1996–2001. Monthly Labor Rev 2004:42–53

    Google Scholar 

  • Richardson DB, Loomis D, Bena J, Bailer J (2004) Fatal occupational injury rates in southern and non-southern, by race and hispanic ethnicity. Am J Public Health 94(10):1756–1761

    Article  Google Scholar 

  • Sanromá E, Ramos R, Simón H (2006) Inmigración reciente en España: sobre educación y asimilación en el mercado de trabajo. IX Encuentro de Economía Aplicada, Jaén

    Google Scholar 

  • Simón H, Sanromá E, Ramos R (2008) Labour segregation and immigrant and native-born wage distributions in Spain: an analysis using matched employer—employee data. Spanish Econ Rev 10:135–168

    Article  Google Scholar 

  • Smith RS (1990) Mostly on monday: is workers’ compensation covering off-the-job injuries? In: Borba PS, Appel D (eds) Benefits, costs, and cycles in workers’ compensation. Kluwer, Boston, pp 115–127

    Chapter  Google Scholar 

  • Spierdijk L, Van Lomwel G, Peppelman W (2009) The determinants of sick leave durations of Dutch self-employed. J Health Econ 28:1185–1196

    Article  Google Scholar 

  • Stevenson R (1980) Likelihood functions for generalized stochastic frontier functions. J Econom 13:57–66

    Article  Google Scholar 

  • Wooldridge JM (2010) Introductory econometrics: a modern approach, 4th edn. Prentice Hall, Englewood Cliffs, NJ

    Google Scholar 

  • Worrall JD, Butler RJ (1983) Health conditions and job hazards: union and non-union jobs. J Labor Res 4:338–347

    Article  Google Scholar 

Download references

Acknowledgements

The authors are grateful to two anonymous referees for their comments and suggestions. The authors would like to thank the regional Government of Castilla y León for their financial support within the framework of the program VA005A10-1.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ángel L. Martín-Román .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Martín-Román, Á.L., Moral, A. (2014). Differences Between Spanish and Foreign Workers in the Duration of Workplace Accident Leave: A Stochastic Frontier Analysis. In: Malo, M., Sciulli, D. (eds) Disadvantaged Workers. AIEL Series in Labour Economics. Springer, Cham. https://doi.org/10.1007/978-3-319-04376-0_13

Download citation

Publish with us

Policies and ethics