Abstract

BackgroundPoor psychosocial workplace factors have been found to cause or exacerbate a variety of health problems, including pain. However, little work has focused on how psychosocial workplace factors, such as health-related employer support, relate to future medical expenditures after controlling for health. Health-related support has also not been well explored in previous literature as a psychosocial factor. This study estimated the association of health-related employer support and pain with future medical expenditures, after including many additional controls.MethodsThis study used a restricted data set comprised of medical claims and survey data for one company in the U.S. Participants were included in the sample if they had worked for their employer for at least 12 months prior to the survey and if they were continuously eligible for health insurance (N=1,570). Future medical expenditures were measured using administrative claims data covering inpatient, outpatient, mental health and pharmaceutical insurance claims during a year. Health-related employer support was measured using participants’ answers about whether the employer would support their efforts to positively change their emotional or physical health. Pain was measured as recurring pain from any condition over the previous year.ResultsHaving any physical health-related employer support was associated with a 0.06 increase in the probability of having future medical expenditures greater than zero, 95% CI [0.01, 0.11], but not with total expenditures. Having pain was associated with a 0.06 increase, 95% CI [0.04, 0.09], in the probability of having future medical expenditures greater than zero and with $3,027 additional total expenditures, 95% CI [$1,077, $4,987].ConclusionsAfter controlling for health and pain, psychosocial workplace factors were not robustly associated with future medical expenditures. Pain was associated with increased medical expenditures for the self-insured employer in this study, adjusting for a variety of factors.

Highlights

  • Poor psychosocial workplace factors have been found to cause or exacerbate a variety of health problems, including pain

  • Pain is a significant problem in the U.S During a three month period, between 15 and 29% of respondents to the National Health Interview Survey aged 18–64 reported experiencing a migraine or severe headache, neck pain, or lower back pain that lasted more than 24 hours [1]

  • Physical health-related employer support was associated with increased probability of having any expenditure after controlling for pain and additional covariates, but was not significantly related to the amount of expenditures

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Summary

Introduction

Poor psychosocial workplace factors have been found to cause or exacerbate a variety of health problems, including pain. Little work has focused on how psychosocial workplace factors, such as health-related employer support, relate to future medical expenditures after controlling for health. This study estimated the association of health-related employer support and pain with future medical expenditures, after including many additional controls. Job strain has been associated with conditions causing pain, such as musculoskeletal conditions, as well as other health outcomes such as mortality, cardiovascular disease, and poor mental health [15,16,17,18,19]. Though previous studies have estimated the costs of pain to society as a whole and the costs of particular pain conditions to employers, very few have looked at employer medical costs across pain conditions while

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