Article

A note on using the workability index (WAI) to predict future earnings capacity losses in moderate to severe partial disability cases

Taylor & Francis
Disability and Rehabilitation
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Abstract

Purpose: Disability experts are often called upon to analyze the economic impact of an injury. Determining future economic loss in cases of disabilities is difficult, particularly when the disabilities are considered partial in nature, and the individuals have some capacity to mitigate their future income losses. This paper examines one possible approach for examining reduced future income capacity in cases of partial disabilities, the use of the Work Ability Index (WAI) and Work Ability Scale (WAS). Materials and methods: Empirical data from one-hundred six cases is analyzed using a censored tobit regression to determine the relationship between scores on the WAI/WAS and verified long-term income losses for individuals who suffered disabling events. Results: The study found a high correlation between the scores obtained on both the WAI and WAS measures, and future economic loss. The results suggest that these scales may be very useful in analyzing reduced future income capacity in situations involving partial disabilities. Conclusions: This study assists the rehabilitation and disability expert to better understand the implications of a moderate to severe disability on the future income capacity of an injured person. It also provides additional support for the validity of the WAI/WAS scales.

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What impact has anti-discrimination legislation had on the careers of disabled federal employees? Gregory B. Lewis and Cheryl Lynn Allee ask that question in light of the recent passage of the Americans with Disabilities Act (1990). Disabled federal employees have had such protection since passage of the 1973 Rehabilitation Act. Using an annual sample drawn from OPM's Central Personnel Data File between 1977 and 1989, the authors focused their analysis on hiring patterns, grade level assignments, and promotions. Lewis and Allee found that disabled federal employees "made few gains in the federal work force except in their numbers." While cautious in attributing these findings to discriminatory practices, the study's authors suggest that greater attention be paid to what happens to the career paths of disabled Americans.
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Aim of the present study was to evaluate the usability of the Work Ability Index (WAI) in a random sample of the Swedish working population. Totally 6637 subjects were selected randomly from the whole Swedish population of ages 25–75 years, stratified based on gender, age and place of domicile. The present study is based on responses from employed or self-employed subjects 25 to 64 years old, 1011 women (mean age 44.4 years) and 951 men (mean age 44.9). Rank correlation analyses between total WAI score and the seven subscores and factor analyses of the seven subscores were performed in relation to gender, age group, level of total WAI score.The Work Ability Index seems to be a useful tool not only among older workers but also among the entire working population, but the distortion of the distribution should be taken into consideration when evaluating WAI results in healthy groups and when planning new studies. Further evaluations of the WAI instrument are needed regarding changes in demands in present working life, workers of different ages and in relation to other instruments that measure work ability.
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This article is focused on psychometric properties of Work Ability Index. The authors have undertaken this task in order to check whether WAI may be considered as a reliable, valid and universal measurement of ability to work in the nursing profession. As an empirical basis authors used the data set obtained from Nurses' Early Exit Study—coming from 10 European countries, an extensive international survey research, conducted on almost 40,000 nurses. As a measure of work ability, WAI may be treated as internally coherent, although one item seems to be meaningless and unnecessary. Additionally, WAI should be considered a very predictive and cross-nationally stable instrument.
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We evaluated outcomes 12 months after trauma in terms of general health, satisfaction, and work status. Two hundred forty-seven patients without severe neurotrauma were evaluated by interview during admission and by mailed self-report 6 and 12 months after trauma. Data were obtained from the Trauma Registry, interviews, and survey instruments. Baseline assessment was obtained with the Short Form 36 (SF36) and the Sickness Impact Profile (SIP) work scale. Outcome measures were the SF36, SIP work scale, Brief Symptom Inventory (BSI) depression scale, the Civilian Mississippi Scale for Posttraumatic Stress Disorder (PTSD), and a satisfaction questionnaire. Three regressions were determined for outcome. The dependent variables were general health and work status (linear) and satisfaction (logistic). Each regression controlled for baseline status and mental health, Injury Severity Score (ISS), and 12-month SF36 physical function before evaluating the effect of outcome mental health. Follow-up data were available for 75% of the patients at 6 months and 51% at 12 months. The mean age of patients was 37.2 +/- 0.9 years (+/-SEM), and 73% were male. Their average ISS was 13.9 +/- 0.6. Seventy percent of injuries were blunt force, 13.5 % were penetrating, and 16.5 % were burn injuries (mean total body surface area, 13.3 +/- 1.5%). Sixty-four percent of the patients had returned to work at 12 months. Follow-up SF36 mental health was associated with the dependent outcome in each regression. After controlling for baseline status and mental health, ISS, and outcome SF36 physical function, outcome mental health was associated with outcome SF36 general health (p < 0.001), SIP work status (p = 0.017), and satisfaction with recovery (p = 0.005). Outcome SF36 mental health was related to baseline mental health, 12-month PTSD and BSI depression scores, and increased drug and alcohol use. Twelve months after trauma, patients' work status, general health, and overall satisfaction with recovery are dependent on outcome mental health. This dependency persists despite measured baseline status, ISS, or physical recovery. The mental disease after trauma is attributable to poor mental health, the development of symptoms of PTSD and depression, and increased substance abuse. Trauma centers that fail to recognize, assess, and treat these injury-related mental health outcomes are not fully assisting their patients to return to optimal function.
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  • M Nubling
  • H M Hasselhorn
  • J Seitsamo
  • Nubling M
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  • J Ilmarinen
  • R Gould
  • A Jarvikosko
  • Ilmarinen J
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  • L Eskeline
  • A Kohvakka
  • T Merisalo
  • Eskeline L
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  • K Heli
  • L Juha
  • V Kari
  • Heli K
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  • S Bae
  • S Yun
  • Y Lee
  • Bae S