Article Text

Download PDFPDF

Work disability following major organisational change: the Whitehall II study
  1. M Virtanen1,
  2. M Kivimäki2,3,
  3. A Singh-Manoux2,4,5,
  4. D Gimeno2,6,7,
  5. M J Shipley2,
  6. J Vahtera1,8,
  7. T N Akbaraly2,9,10,
  8. M G Marmot2,
  9. J E Ferrie2
  1. 1Finnish Institute of Occupational Health, Helsinki, Finland
  2. 2Department of Epidemiology and Public Health, University College London, London, UK
  3. 3Faculty of Behavioral Sciences, University of Helsinki, Helsinki, Finland
  4. 4INSERM U687-IFR69, Saint-Maurice, France
  5. 5Centre de Gérontologie, Hôpital Ste Périne, AP-HP, Paris, France
  6. 6Health Science Center at Houston, Division of Environmental and Occupational Health Sciences, The University of Texas School of Public Health, San Antonio Regional Campus, San Antonio, Texas, USA
  7. 7The Institute for Work and Health, Toronto, Canada
  8. 8Department of Public Health, Turku University Hospital, University of Turku, Turku, Finland
  9. 9INSERM U 888, Montpellier, France
  10. 10University Montpellier I, Montpellier, France
  1. Correspondence to Dr Marianna Virtanen, Finnish Institute of Occupational Health, Unit of Epertise for Work Organizations, Helsinki, FIN-00250, Finland; marianna.virtanen{at}


Background Privatisation and private sector practices have been increasingly applied to the public sector in many industrialised countries. Over the same period, long-term work disability has risen substantially. We examined whether a major organisational change—the transfer of public sector work to executive agencies run on private sector lines—was associated with an increased risk of work disability.

Methods The study uses self-reported data from the prospective Whitehall II cohort study. Associations between transfer to an executive agency assessed at baseline (1991–1994) and work disability ascertained over a period of approximately 8 years at three follow-up surveys (1995–1996, 1997–1999 and 2001) were examined using Cox proportional hazard models.

Results In age- and sex-adjusted models, risk of work disability was higher among the 1263 employees who were transferred to an executive agency (HR 1.90, 95% CI 1.46 to 2.48) compared with the 3419 employees whose job was not transferred. These findings were robust to additional adjustment for physical and mental health and health behaviours at baseline.

Conclusions Increased work disability was observed among employees exposed to the transfer of public sector work to executive agencies run on private sector lines. This may highlight an unintentional cost for employees, employers and society.

  • Disability SI
  • employed C
  • epidemiology FQ
  • workplace

Statistics from

Request Permissions

If you wish to reuse any or all of this article please use the link below which will take you to the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and instant permission to reuse the content in many different ways.

Over the past 3 decades, increases in long-term work disability have been seen in many industrialised countries.1–4 Over the same period, there were substantial changes in the labour market, with widespread downsizing, outsourcing, mergers and job insecurity; all results of the quest for efficiency. In the public sector these changes have taken the form of privatisation of services or the implementation of private sector practices. In the United Kingdom privatisation of the public utilities, which commenced in 1984, was followed by the “Next Steps” programme, through which the executive functions of government were transferred to executive agencies. These agencies are run on private sector lines and periodically have to bid for their own work through competitive tender.5 6

Few studies have been able to conduct a methodologically rigorous analysis of the associations between major organisational changes in the public sector and health outcomes. The Whitehall II study of civil servants originally designed to take advantage of the stability of jobs in the British Civil Service provided an opportunity to observe work disability associated with major organisational changes. Screening on recruitment to the Whitehall II study (1985–1988) was complete before the gradual implementation of “Next Steps” commenced and thus provided data on health not only before the change itself but also before widespread rumour of change. Existing work using these data has shown major organisational change to be associated with poor self-reported health and greater increases in blood pressure and weight for employees transferred to executive agencies compared to those who remained in the Civil Service, and the health effects were seen even during the anticipating phase of change.7 This and other earlier work on the association between major organisational change, such as outsourcing and mergers, and impaired health of employees,8 suggests that the association may also be found for work disability, that is, being unable to work because of illness or injury.

The present analyses focus on the question of major organisational change in Whitehall II. By using data collected at phase 3 and continued follow-up, we aimed to examine whether transfer to an executive agency is associated with long-term work disability—over a period of 10 years at maximum, as it was previously shown to be the latent period to observe plausible health effects for psychosocial factors at work.9



The target population for Whitehall II was all London-based office staff aged 35–55 years working in 20 civil service departments. Baseline screening (phase 1, 1985–1988) involved a medical examination and a self administered questionnaire.10 With a response rate of 73%, the baseline cohort consisted of 10 308 participants (6895 men and 3413 women), covering a wide range of white-collar employment grades. Since phase 1 there have been seven further data collection phases. The University College London ethics committee reviewed and approved the study, and written informed consent was obtained from each participant.

Major organisational change

A question on transfer to an executive agency was included at phase 3 (1991–1994, n=8637), the baseline for our analysis. The statement “change of your department into an agency” was followed by the options (1) has happened, (2) is planned, (3) not certain what will happen and (4) is not planned. At phase 3, 7148 were still employed in the Civil Service, including executive agency, and 5259 participants selected options 1 or 4. Participants who selected options 2 or 3 (n=1889), those with missing data for any of the baseline variables collected at phase 3 (n=172) and those who had taken voluntary early retirement or had missing data on outcome (n=405) were excluded. Thus, the analytic sample comprised 4682 participants aged 39–62 years.

Work disability

Data on work disability were collected over a period of approximately 7.7 years (SD 2.0, range 2.0–10.1) via surveys at phase 4 (1995–1996), phase 5 (1997–1999) and phase 6 (2001). We considered cases of work disability to be those participants who retired from the Civil Service due to health reasons or left the Civil Service and subsequently classified themselves as long-term sick. Participants who were in the labour force (working, job-seeking, training etc.) and those who had retired at age 60 years (mandatory retirement age in the Civil Service) formed the comparison group.


Baseline covariates measured at phase 3 included sociodemographic characteristics (age, sex, marital status (married/cohabited/not) and occupational grade11), measures of health status (sub-optimal self-rated health (yes/no), pre-existing CHD, elevated blood pressure (systolic/diastolic >140/90 mm Hg),12 psychological distress13 measured as General Health Questionnaire (GHQ-30)14 caseness, overweight (≥25 kg/m2),15 and health behaviours (smoking and alcohol use). Survey data on unemployment periods (yes/no) were available at phases 5 and 6 but not at phase 4. In this variable, those with missing data were classified as “missing”.

Statistical analysis

χ2 statistics were used to compare the baseline characteristics of employees who were transferred to an executive agency with those who were not. The start of the follow-up was the date of phase 3 screening and the end date was either the date of the phase where work disability was first reported or the date of the last phase where non-case status was confirmed. Cox proportional hazard models were used to estimate the association between transfer to an executive agency and the occurrence of work disability. Results were expressed as hazard ratio (HR) and 95% confidence interval (CI). The interaction term between sex and transfer into an agency (p=0.086) did not suggest different effects of organisational change on work disability in men and women. Thus, we did not stratify the analysis by sex and all analyses were adjusted for sex. Models were sequentially adjusted for age, demographics, health status, health behaviours and unemployment periods during the follow-up. Analyses were performed using SAS V.9.1 software.


Of the 4682 participants in the analysis, 1263 (27%) reported having been transferred to an executive agency. Characteristics of the participants as a function of the transfer to an executive agency are presented in table 1. Transferred employees were slightly older, more likely to be men, married or cohabited and in higher occupational grades than those not transferred. They also had more psychological distress and were more likely to have high blood pressure than non-transferred employees. Altogether 239 new cases of work disability occurred during 36 115 person-years of follow-up time, a rate of 6.6 per 1000 person-years. Work disability was more common among those with older age, the low grades and participants with non-optimal self-rated health, psychological distress or CHD (results not shown).

Table 1

Characteristics of the participants at baseline in relation to a transfer to an executive agency

Table 2 shows the association between transfer to an executive agency and subsequent work disability. In the age- and sex-adjusted model, employees who experienced major organisational change were at greater risk of subsequent work disability (HR 1.90, 95% CI 1.46 to 2.48), compared to those not transferred. Additional adjustment for marital status and occupational grade made little difference to the HR. Further adjustment for health, health behaviours and unemployment periods somewhat attenuated the HR 1.61 (95% CI 1.23 to 2.10). Addition of an interaction term between sex and transfer to an agency showed some evidence (p=0.086) for a higher HR in men, 1.93 (95% CI 1.37 to 2.73), compared with women, 1.22 (95% CI 0.78 to 1.91).

Table 2

Association between major organisational change (transfer to an executive agency) and subsequent work disability


In this study from the Whitehall II cohort, we found an increased risk of work disability among employees who had previously experienced major organisational change - the transfer of public sector work to executive agencies run on private sector lines. Our findings are also consistent with our earlier study of this cohort, which used the measure of organisational change but focussed on self-reported psychological and physical morbidity.7 The adjustment for health status assessed at the beginning of the follow-up and unemployment periods after the baseline suggests that our results were not attributable to pre-existing morbidity or unemployment experiences during the follow-up period.

To our knowledge, this study is unique in terms of its prospective design and the ability to take account of a range of covariates. We treated our exposure group (employees experiencing major organisational change) in the same way as an “intention-to-treat group” in a clinical trial, that is, those reporting the exposure at phase 3 remained in the exposure group regardless of what happened to them after that. This approach is to minimise bias caused by exposure changes related to the outcome of interest; particularly appropriate when data on exposure during the follow-up are incomplete, as is the case in the present study. Although differential loss to follow-up among those transferred to agencies is possible, major bias is unlikely as the analyses controlled for differences in pre-existing health. We therefore believe that our findings are likely to be generalisable across the Civil Service and probably beyond to other office-based public sector employees.

It remains to be investigated whether there is a direct causal link between major organisational change, in terms of a transfer into an executive agency, and work disability. The unintentional drawbacks related to such changes may involve job insecurity, increased workload and perceived injustice, especially if the process is insensitively managed and leads to major disruption of established social support networks. Many of these adverse psychosocial factors have been shown to be associated with poor health outcomes.8 9 16–18

The intensity by which organisational change and job insecurity is perceived by individuals may be dependent on the labour market context.8 Work in the British Civil Service was believed to be secure “for life” and changes that took place during late 1980s and 1990s were most likely to be experienced as fundamental and beyond one's control due to the change from secure to an insecure job.19

Empirical evidence from the UK has shown that increases in the unemployment rate result in increases in applications for incapacity benefit, suggesting that part of the rise in the incapacity rate is actually “hidden unemployment”.20 Therefore, transfer of employees into executive agencies may have put higher demands on the capacities of transferred employees, competition for jobs and unstable careers, eventually resulting in withdrawal from the labour market since they no longer “fit in”.


As the outsourcing and privatisation of public sector services become more common worldwide, our observation that the risk of work disability was greater among employees who experienced major organisational change highlights an important potential cost attendant on moves towards privatisation of the public sector.

What is already known on this topic

  • Major organisational changes, such as outsourcing and privatisation, have been shown to be associated with impaired health among affected employees.

  • Whether this impaired health subsequently translates into long-term work disability is unclear.

What this study adds

  • Risk of subsequent work disability was higher among civil servants transferred to an executive agency (a form of outsourcing) than among those not transferred.

  • This may highlight an unintentional cost for employees, employers and society.


We thank all participating civil service departments and their welfare personnel and establishment officers, the Occupational Health and Safety Agency, the Council of Civil Service Unions, all participating civil servants in the Whitehall II study and all members of the Whitehall II Study Team. The Whitehall II Study Team comprises research scientists, statisticians, study coordinators, nurses, data managers, administrative assistants and data entry staff, who make the study possible.



  • Funding The Whitehall II study has been supported by grants from the Medical Research Council; British Heart Foundation; Health and Safety Executive; Department of Health; National Heart Lung and Blood Institute (HL36310), US, NIH: National Institute on Aging (AG13196), US, NIH; Agency for Health Care Policy Research (HS06516); and the John D and Catherine T MacArthur Foundation Research Networks on Successful Midlife Development and Socio-economic Status and Health. JEF is supported by the Medical Research Council (grant G8802774), MK, JV, TNA and MV by the Academy of Finland (grants 117604, 124271, 124322, 129262 and 133535), MK is also supported by the BUPA Foundation, UK, and the NIH/National Heart, Lung, and Blood Institute (R01HL036310-20A2) and the National Institute on Aging (R01AG034454), USA; ASM is supported by a “EURYI” award from the European Science Foundation and the National Institute on Aging (R01AG013196 and R01AG034454), MGM by an MRC Research Professorship and MJS by a grant from the British Heart Foundation.

  • Competing interests None.

  • Ethics approval This study was conducted with the approval of the University College London Medical School committee on the ethics of human research.

  • Patient consent Obtained.

  • Provenance and peer review Not commissioned; externally peer reviewed.