- Study protocol
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Study protocol for SeniorWorkingLife - push and stay mechanisms for labour market participation among older workers
BMC Public Health volume 19, Article number: 133 (2019)
Due to demographic changes across Europe there are strong political interests in maintaining the labour force by prolonging working life, i.e. increasing retirement age. This may pose both challenges and opportunities for societies, workplaces, and individuals. The SeniorWorkingLife (Danish: SeniorArbejdsLiv) project investigates push and stay mechanisms for labour market participation – now and in the future - among older workers (≥50 years).
In July 2018, 30,000 Danes age 50 or older (18,000 employed, 7000 unemployed, 3000 voluntary early retirements, 2000 disability pensions) were invited to participate, of which 15,721 (52.4%) replied to the entire questionnaire and 17,885 (59.6%) replied at least in part. Baseline data collection was terminated in October 2018. The questionnaire covers 14 domains in relation to push and stay mechanisms for labour market participation: 1) basic information (demographics, employment status etc.), 2) multiple-choice question covering a wide range of push and stay mechanisms, 3) role of the workplace, 4) age-discrimination, 5) personal economy, 6) possibility for voluntary early retirement among employed and unemployed, 7) gradual retirement, 8) competencies and continued education, 9) return-to-work, 10) new technologies at the workplace, 11) job satisfaction and well-being, 12) working environment, 13) lifestyle, 14) health and functional capacity. The project aspires to repeat the survey as a prospective cohort every 2–3 years and to perform longitudinal follow-up in Danish high-quality registers about work and health.
The SeniorWorkingLife project will provide important knowledge about push and stay mechanisms for labour market participation among older workers. Push refers to mechanisms that increase the risk of premature exit from the labour marker, e.g. due to poor health, poor working environment, age discrimination, and stay to mechanisms prolonging working life e.g. due to attractive working conditions and a good working environment. The project will also to some degree investigate stuck, pull and jump mechanisms. Collaboration and use of the data for scientific purposes by other researchers are encouraged. Interested researchers should contact the corresponding author.
Registered as cohort study in ClinicalTrials.gov Identifier NCT03634410 (August 16, 2018).
Demographic changes in many western societies are resulting in a growing ageing population, which is expected to reduce the relative proportion of working-age citizens . This will put economies and welfare systems under pressure due to reduced income taxes and more extensive use of health care services. To resist this pressure, increased labour market participation among older workers has gained vast political attention in recent years, and many European countries are consequently regulating national pension schemes to increase retirement age. This may pose both challenges and opportunities for societies, workplaces and individuals. For instance, health problems limit the ability to sustain employment for individuals in some groups of society [2, 3]. In relation to withdrawal from the labour market, factors stimulating early withdrawal from the labour market are known as push, pull and jump mechanisms, and factors stimulating late withdrawal are known as stay and stuck mechanisms :
Push – early involuntary withdrawal, e.g. being pushed out due to poor health or poor working conditions (e.g. age discrimination, stressed or heavy physical work environment).
Pull - early voluntary withdrawal due to attractive retirement schemes and/or norms and conventions.
Jump – early voluntary withdrawal triggered by the need to realize potentials, wishes, and needs.
Stay – late voluntary retirement, e.g. due to being offered attractive working conditions, such as a fulfilling job, good salary, good relationships with management and colleagues, etc.
Stuck - late involuntary retirement, e.g. because the economic situation does not permit one to withdraw or a concern about social isolation.
While pull, jump, and stuck mechanisms are largely related to pension schemes and economy, push and stay factors may be more modifiable on the workplace and individual level and are thus the main target of the present project. To keep a larger proportion of older workers at the labour market, increased knowledge on factors associated with choosing to stay longer, i.e. a voluntary and positive choice (stay mechanisms), and involuntary premature labour market exit, i.e. involuntarily being pushed out (push mechanisms) could help to target and integrate initiatives and stimulate sustainable employability in future years.
The reasons for older workers leaving the labour market are complex and dynamic, but there is no doubt that the working environment plays an important role in achieving a long and healthy working life [5,6,7,8]. Hence, a large number of studies have investigated factors of importance for premature exit from the labour market. These studies show, among other things, that there are many risk factors in the working environment for poor health and early retirement from the labour market, e.g. high physical work demands and poor psychosocial working conditions [6, 8,9,10]. A prospective study of employees from the Helsinki Health Study cohort found that physical workload was among the primary risk factors for all-cause disability pension . In addition, Labriola and co-workers found that approximately 21 and 34% for men and women, respectively, of the disability pensions were attributable to ergonomic work environment exposures. A recent systematic review and meta-analysis on the role of psychosocial, social, and organizational work factors on premature exit from the labour market, reported moderate evidence for the role of low job control, and for the combination of high demands and low control (job strain) as predictors for disability pension . The influence of psychosocial working conditions was further established by Christensen and co-workers showing that decision authority and variation explained 10–15% of the risk for disability pension after the adjustment for ergonomic work factors, age, smoking, and BMI .
On the other hand, existing knowledge of what makes older people choose to work after the official retirement age (stay mechanisms) is far more limited . Studies conducted have typically investigated the influence of factors such as economic incentives, health and working conditions (e.g. flexible workplaces, extra days off), while less is known on the importance of the work environment for prolonging working lives . A study from the Netherlands found health, work characteristics, skills and knowledge, social factors, and economic to be important factors for the motivation for working beyond retirement age . Working beyond retirement age have been related to various forms of non-economic motivation, with a further distinction between motives that relate to social relationships at the workplace, or that relate to the content of work [4, 14, 15]. In the Danish cross-sectional study entitled “Work, unemployment and withdrawal”, 75% of older workers reported good relationships with colleagues as a motivation for continuing to work at a high age, while 69% indicated a good relationship with the management as a motivator . An important reason for working beyond retirement also seems to adhere to the content of the work, as 84% in the cross-sectional study reported an interesting and rewarding job as an important motivation to continue working .
The SeniorWorkingLife (Danish: SeniorArbejdsLiv) project investigates push and stay mechanisms for labour market participation – now and in the future - among older workers or those who have recently retired. The data collected in 2018 will serve as a baseline of the project, which aspires to repeat the survey as a prospective cohort every 2–3 years and to perform longitudinal follow-up in Danish high-quality registers about work and health.
The data collection was performed between July and October 2018 and forms the baseline of a prospective study aspiring to do long-term follow-up using Danish national registers and questionnaire surveys every 2–3 years. The baseline survey will also be used for cross-sectional and retrospective analyses. The study is registered as a cohort study in ClinicalTrials.gov (Identifier: NCT03634410). Because the study is not a clinical trial – but a cohort study - the SPIRIT guideline is not applicable and has not been used.
In July 2018, 30,000 Danes age 50 or older as of 31st March 2018 (18,000 employed, 7000 unemployed, 3000 on voluntary early retirement, 2000 on disability pension) were invited to participate. A total of 15,721 (52.4%) replied to the entire questionnaire and 17,885 (59.6%) replied at least in part. Statistics Denmark drew a probability sample from the Danish Population Register and sent out a personal link to the questionnaire through a secure Danish mailing system, e-Boks, used to send digital mail from public or private companies to citizens . The system is connected to the Danish social security number and therefore follows individuals from birth to death. Login to e-Boks requires both a personal password and a paper-based code, and the system is highly secure. Consequently, the likelihood of someone else responding to the questionnaire survey is minimal. In case of non-response, two digital reminders were sent within the collection period and participants also received a reminder by telephone. A minority of Danes have opted out of the e-Boks system, and these individuals received the invitation as well as the reminders by postal mail. Baseline data collection was terminated in October 2018.
Employed individuals were defined based on three criteria. First, the person should have paid employment at least 20/37 h per week (~ 86.6/160.3 h per month) for at least half of the months during the last year as of March 2018. Second, the person should be employed at least 20/37 during March 2018. As the last criteria, the person should not have received benefits in terms of flex-job, sheltered job, sickness absence or maternity/paternity leave during the first quarter of 2018. Furthermore, the sample was stratified for occupational industry with a 50/50 compromise between the number of employees in each occupational industry in Denmark and an equal proportion in each stratum. This process ensures both representativeness of the sample and statistical power to compare between the strata.
Unemployed individuals were defined based on two criteria. First, they should be unemployed during the entire first quarter of 2018. Second, they should not have been unemployed for more than 1 year as of March 2018.
Voluntary early retirement (Danish: efterløn) is a special type of pension that only certain people are entitled to. Two criteria should be fulfilled. First, the employee should pay a monthly fee for the scheme, which is co-financed by the state. Second, those born before 1st Jan 1954 were qualified for voluntary early retirement payment at the age of 60 given the duration of the payment was 30 years and the person was available for work. However, the employee could postpone retirement age until the age of 62 and thereby receive a higher voluntary early retirement benefit. The benefit stopped at the Danish state pension age of 65 years and individuals shifted to state pension benefits (Danish: folkepension). Thus, the maximal period was 5 years. For those born later than 1st Jan 1954, the eligible age now is gradually increasing and the maximum period decreasing. For example, for those born between July and December 1955, the eligible age is 62 years (i.e. in 2017), and the benefits stop at 67 years, i.e. still a maximal period of 5 years. However, the maximal period decreases in the years to come. In the present study, we have only invited those who recently went on voluntary early retirement, defined as within the last year as of March 2018.
Disability pension (Danish: førtidspension) is only possible for Danish residents with a significant and permanent loss of workability, whether due to a specific disease or otherwise. The municipality decides whether a person is entitled to disability pension. To be qualified for a disability pension, an attempt to increase work ability must have been carried out without success. Normally the person goes through a longer process with the involvement of different departments in the municipality (work-, health-, education-, and social-department) before the disability pension can be granted. In the present study, we have only invited those who recently went on disability pension, defined as within the last year as of March 2018.
The survey is divided into 14 domains. A summary of the most central questions in each domain is described in the following:
Employment status with four categories 1) employed, 2) unemployed, 3) voluntary early retirement, 4) disability pension.
Job function category with three categories 1) office work, administration, analysis, IT, 2) working with people, service, care, 3) working with processing, producing or moving things
Expected retirement age (employed and unemployed) and actual retirement age (voluntary early retirement and disability pension).
Plans for remaining at the labour market with four categories ranging from ‘staying as long as possible’ to ‘would already have left if possible’.
Multiple-choice question covering a wide range of push and stay mechanisms:
Multiple choice question about reasons for expecting to leave the labour market at the age provided in the reply to this question in domain 1 (employed and unemployed) and actual reasons for leaving the labour market at the age provided in the reply to this question in domain 1 (voluntary early retirement and disability pension). Fifteen response options, e.g. poor health, not feeling well at work, common to leave at a certain age, possibility for voluntary early retirement or pension, economic considerations, wish from a spouse, termination of employment, not being able to work anymore, make room for younger employees, more leisure time. The question was inspired from The Danish Longitudinal Study of Ageing .
Possible reasons for staying longer in the labour market than to the age given in section 1. Fifteen reasons, e.g. if the work was less strenuous, if there were better working hours, longer vacations or more senior days, if there was a higher level of recognition and influence at work, if there were more challenges at work, if there was support from spouse, if health were better, if there were better possibilities for continuing education. The question was inspired from The Danish Longitudinal Study of Ageing .
Expected and actual reason for leaving the labour market, with four categories 1) have/had to leave, 2) own choice, 3) combination of the first two, 4) don’t know.
Role of the workplace:
Whether the workplace has a written senior-policy
Multiple-choice question about possibilities at the workplace, with 15 response options e.g. senior counseling, reduced working time, flexible working hours, development of competencies, days off, reduced workload and responsibility, better salary, health promotion offers.
Whether there had been a talk with the workplace about future employment, what came out of this talk and how the talk had been experienced by the employee.
At what age employees are considered as “old” at current (employed) or most recent workplace (unemployed, voluntary early retirement, disability pension).
Multiple-choice question concerning perceptions about what the management thinks about older workers. Ten categories, with both positive and negative perceptions, e.g. older workers are an important resource, productive, flexible, easy to work with and older workers have outdated skills, think mainly about their pension, and create conflicts.
Experience of age-discrimination in different situations
Relative age of nearest leader
Feeling wanted at the workplace
Expected (employed, unemployed) and actual economic situation (voluntary early retirement, disability pension) after leaving the labour market compared with when working. The question was inspired from the Work, Unemployment and Early Retirement study .
Concerns about personal economic situation
Actual economic situation
Possibility for voluntary early retirement among employed and unemployed:
Whether the respondent is paying to the ‘voluntary early retirement’ scheme and have a certificate that is ready to use
Whether the respondent can afford to go on voluntary early retirement
Whether the respondent want to go on voluntary early retirement
Expectations about (employed, unemployed) or actual use of (voluntary early retirement, disability pension) reduced working time as part of the transition from work to pension
Possibilities for reduced working time
Perceived expectations from management in case of reduced working time
Interest in more or less responsibility at work during the year to come (employed)
Competencies and continued education:
Required experience to handle current/former job
Changes in demands to competencies during last 2 years in current/former job
Offers and use of education, retraining courses etc. within the last 2 years in current/former job
Return-to-work (unemployed, voluntary early retirement, disability pension):
Work beside pension (voluntary early retirement or disability pension)
Reason for working beside pension (voluntary early retirement or disability pension)
Reasons for unemployment (unemployed) 
Perceptions about age as a reason and barrier for unemployment (unemployed)
Beliefs about returning to work (unemployed) .
Barriers for returning to work (unemployed) .
Available resources that can help in returning to work .
Desire to have a work (unemployed, voluntary early retirement, disability pension)
New technologies at the workplace:
Introduction of new technologies in work during the last 2 years .
Seven questions (yes/no) about positive and negative aspects of new technology .
Job satisfaction and well-being:
Job satisfaction, on a 5-point scale from very satisfied to very dissatisfied .
Life satisfaction, on a 10-point scale from very dissatisfied to very satisfied, from the World Values Survey .
Basic information about the work, e.g. weekly working hours, number of employees, working schedule (day, evening, night, changing), position (employee or leader) .
Physical activity at work, with 4 categories ranging from mainly sedentary to heavy and fast work .
Perceived physical and mental exertion at work, scale 0–10, where 0 is not strenuous at all and 10 is maximally strenuous .
Psychosocial working environment from the Working Environment & Health study , which is based on the second version of the COPSOQ questionnaire  and the Danish Psychosocial Questionnaire .
Smoking habits, alcohol habits, BMI (bodyweight / height2), physical activity during leisure 
Health and functional capacity:
General health 
Work Ability Index, Item 1 and 2 
Accidents at work 
Chronic diseases 
Treatments during the last year
Work limitations due to musculoskeletal pain 
Mental health and vitality 
Cohen’s Perceived Stress Scale (CPSS) 
Bergen Insomnia Scale 
Work Role Functioning 
The questionnaire data will be merged with a range of Danish registers about e.g. labour market status, work sector, job group, sickness absence, education, income, health, age, gender. A detailed description in English of the registers is available at Statistics Denmark’s homepage . The survey data will be merged with these registers through the unique social security number assigned to all Danish residents at birth or immigration.
Table 1 shows the response percentages among the different subgroups. Non-response is defined as 100% - percentage replying to the entire questionnaire. Non-response varied across the different subgroups of the study population. Among the four main strata, the response percentage was, from high to low, 66.7% (voluntary early retirement), 56.0% (employed), 45.6% (unemployed) and 27.9% (disability pension). The response percentage was relatively high in all subgroups of employed, but in general higher in subgroups with more seated work than in subgroups with more physical work. Women replied to a slightly higher degree than men. For the age-groups, the younger subgroups of the + 50 years replied to a lesser degree than the older subgroups. Immigrants replied to a lesser degree than those of Danish origin and descendants of immigrants. Those with higher education also responded to a higher degree than those with lower education. There were also slight variations of across the five regions of Denmark (range 50–56%). For income, there was an increasing response with higher income, except for the smaller group with no registered income.
Table 2 shows reasons for non-response in the study population. There were various reasons for non-response. The most common reason was that people denied replying, did not respond to the reminder phone call, or were registered with a wrong/expired phone number.
Due to the different size and response percentage of subgroups, weights will be used in the forthcoming analyses of the study results. The model assisted weights will be based following background variables (where strata are the four types of employment status, i.e. employed, unemployed, voluntary early retirement, and disability pension):
Sex * age group * strata.
Occupational industry * strata.
Highest completed education * strata.
Family income * strata.
Family type * strata.
Origin * strata.
The study will – based on the 14 domains above – analyse Push and Stay factors for labour market participation …
… in the four main strata (employment, unemployment, voluntary early retirement, disability pension).
… in the 10 occupational industries (listed in Table 1).
… in subgroups of job function category (from domain 1 above) crossed with educational attainment.
… in relation to expected retirement age (employed and unemployed)
The database will be linked with relevant registers as mentioned above, and the project aspires to repeat the survey as a prospective cohort every 2–3 years and to perform longitudinal follow-up in Danish high-quality registers about work and health.
The project will also to a certain extent analyse stuck, pull and jump mechanisms. For example, a poor economic situation can be a ‘stuck’ mechanism, i.e. the individual is forced to stay in the labour market due to economic reasons in spite of poor health.
The project will also benefit from the long history of Danish registers to perform retrospective analyses, e.g. to analyse the influence of previous labour market history/mobility – e.g. number and length of previous employment and periods of unemployment and sickness absence - on the push and stay mechanisms for labour market participation.
The SeniorWorkingLife project investigates push and stay mechanisms for labour market participation, both now and in the future, among older workers or those who have recently retired. The data collected in 2018 will serve as a baseline of the project, which aspires to repeat the survey as a prospective cohort every 2–3 years and to perform longitudinal follow-up in Danish high-quality registers about work and health.
We expect that the results from the study will contribute with research that can qualify the ongoing debate about prolonged working careers and contribute to that more seniors in the future can withdraw from the labour market with dignity when it is necessary to leave early, e.g. due to health reasons, and have increased opportunities at the labour market when desiring to stay longer.
The study has both strengths and limitations. The sample was drawn as a probability sample by Statistics Denmark among all eligible Danish residents age 50 years or older that fitted into the four categories of employed, unemployed, voluntary early retirement, and disability pension. The overall response percentage was satisfactory (i.e. 52.4% replied to the entire questionnaire and 59.6% replied at least in part) and in line with previous large-scale Danish studies investigating work environment and health [24, 37]. However, among those granted a disability pension, the response percentage to the entire questionnaire was only 28%. Regardless of the difficult situation of the persons granted a disability pension - which may partly explain the low response percentage - this is a major limitation from a research perspective in relation to generelizability and interpreting the results from that group. It is likely that the responders are better functioning and have better health than the non-responders, and differences between those granted a disability pension and the three other strata of employment status may be less pronounced than if a higher response percentage in this group was obtained. This may lead to more conservative results. For this and other reasons, statistical weights will be used when comparing across the different subgroups of employment status. Due to the methods used and the overall response percentage, the generalizability is in general high.
Body mass index
The Copenhagen Psychosocial Questionnaire
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The authors are grateful for important discussions and input during the development of the study to the many people from Aalborg University, Team Arbejdsliv, National Research Centre for the Working Environment, Statistics Denmark, as well as to the members of the Advisory Board.
This study was supported by a grant from the Danish foundation TrygFonden. https://www.trygfonden.dk/english. The aim and budget of the study was discussed with the funding body. However, the funding body did not influence the final study design, nor collection, analysis, and interpretation of data, nor writing of the manuscript.
Availability of data and materials
The authors encourage collaboration and use of the data by other researchers. Data is stored on the server of Statistics Denmark, and researchers interested in using the data for scientific purposes should contact the research leader Prof. Lars L. Andersen, firstname.lastname@example.org
Ethics approval and consent to participate
According to Danish law, questionnaire and register-based studies do not need approval by ethical and scientific committees, nor informed consent [38, 39]. All data has been de-identified by Statistics Denmark, will remain on the server of Statistics Denmark, and will be analysed through remote access by the researchers.
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Andersen, L.L., Sundstrup, E. Study protocol for SeniorWorkingLife - push and stay mechanisms for labour market participation among older workers. BMC Public Health 19, 133 (2019). https://doi.org/10.1186/s12889-019-6461-6
- Senior worker
- Occupational health
- Public health
- Sustainable employment