| Literature DB >> 31522600 |
Robert W Turner1, Amanda Sonnega2, Tim Cupery3, Joshua Chodosh4, Keith E Whitfield5, David Weir2, James S Jackson2.
Abstract
The objective of this study was to analyze data from the National Football League Player Care Foundation Study of Retired NFL Players to understand potential risks for depressive symptoms in former athletes by investigating the relationship between pain and depressive symptoms in a multivariate context, while simultaneously exploring the potential connection with functional limitations. Descriptive statistics were used to describe the study sample and to conduct bivariate comparisons by race and age cohort. Linear regression models were conducted in the subsample of respondents reporting on depressive symptoms using the PHQ-9. Models examine the relationship of bodily pain, injury as a reason for retirement or not re-signing with a team, length of NFL career, sociodemographic characteristics, chronic conditions, and functional limitations to depression. Interaction terms tested whether race and age moderated the effect of bodily pain and functional limitations on depressive symptoms. Bivariate associations revealed no significant differences between younger and older former players in indicators of pain and only slightly higher functional limitations among younger former players. In the multivariate models, pain was significantly associated with depressive symptoms (β = 0.36; p < .01), net of a range of relevant controls. Adding an index of functional limitations reduced this association by nearly half (β = 0.20; p < .01) and functional limitations was significantly associated with depressive symptoms (β = 0.40; p < .01). No statistically significant interactions were found. Overall, bodily pain was strongly associated with depressive symptoms. After accounting for the effects of functional limitations, this association was notably reduced. These results may be useful in identifying aging-related physical declines in relatively younger adult men who may be at the greatest risk for depression. They highlight how physical functionality and activity may mitigate the risk of depression, even in the presence of significant bodily pain.Entities:
Keywords: NFL athletes; aging; depressive symptoms; functional limitations; pain
Year: 2019 PMID: 31522600 PMCID: PMC6935765 DOI: 10.1177/1557988319876825
Source DB: PubMed Journal: Am J Mens Health ISSN: 1557-9883
Descriptive Statistics on Study Variables and Bivariate Comparisons.
| Characteristic | Total sample | Sample not in PHQ-9 | PHQ-9 subsample[ | Black men | White men[ | Younger men | Older men[ |
|---|---|---|---|---|---|---|---|
| Migraine past 3 months (%) | 20.98 | 16.37 | 39.57 | 46.74 | 31.89 | 42.74 | 34.65 |
| Any back pain past 3 months (%) | 52.85 | 49.45 | 66.60 | 80.38 | 51.83 | 67.76 | 64.80 |
| Any neck pain past 3 months (%) | 35.42 | 30.85 | 53.86 | 50.32 | 57.66 | 53.30 | 54.74 |
| Any joint pain past 30 days (%) | 78.84 | 76.67 | 87.54 | 90.60 | 84.27 | 87.82 | 87.12 |
| Pain index (0–4) | 1.88 | 1.73 | 2.48 | 2.68 | 2.26 | 2.52 | 2.41 |
| Age (range 27–90 years) | 49.89 | 50.46 | 47.46 | 44.28 | 50.86 | 39.07 | 60.45 |
| White race (%) | 53.78 | 44.85 | 51.72 | - | - | 40.98 | 59.60 |
| Education (mean years) | 17.49 | 17.56 | 17.18 | 16.84 | 17.54 | 17.03 | 17.41 |
| Married (%) | 78.73 | 80.66 | 70.80 | 61.63 | 80.40 | 65.59 | 79.29 |
| Household income ($) | 155,836 | 163,255 | 130,858 | 123,992 | 138,212 | 139,286 | 117,799 |
| Household wealth ($) | 2,805,192 | 3,008,055 | 1,986,313 | 1,098,209 | 2,937,676 | 2,618,805 | 1,006,377 |
| Injury as a reason for retirement (%) | 62.32 | 59.94 | 73.48 | 78.51 | 68.09 | 79.95 | 63.44 |
| Tenure in the NFL (mean years) | 6.76 | 6.74 | 6.81 | 6.82 | 6.80 | 6.37 | 7.50 |
| Number of chronic conditions | 2.53 | 0.80 | 1.10 | 0.96 | 1.26 | 0.90 | 1.41 |
| Number of functional limitations (0–12) | 3.20 | 2.71 | 5.16 | 5.61 | 4.68 | 4.71 | 5.86 |
| Depressive symptoms (0–27) | 9.62 | 10.32 | 8.87 | 9.22 | 10.24 |
Note. Percentages and means are weighted using sampling weights as described in the text; sample sizes reflect the unweighted n. NFL = National Football League; PHQ-9 = Patient Health Questionnaire-9.
Comparison of PHQ-9 subsample with the sample not in PHQ-9. bComparison of Black men and White men. cComparison of younger men and older men.
p < .05. **p < .01.
Correlations Among Study Variables in PHQ-9 Subsample (n = 207).
| Characteristic | Migraine | Neck | Back pain | Joint pain | Pain index | Injury | Tenure | Age | White race | Education | Married | Income | Assets | Chronic | Functional limitations |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PHQ | 0.33 | 0.33 | 0.30 | 0.25 | 0.46 | 0.33 | −0.04 | −0.004 | −0.11 | −0.15 | −0.10 | −0.08 | −0.28 | 0.07 | 0.53 |
| Migraine | 0.29 | 0.22 | 0.26 | 0.68 | 0.07 | 0.03 | −0.12 | −0.15 | −0.09 | −0.03 | −0.03 | −0.27 | −0.04 | 0.28 | |
| Neck pain | 0.31 | 0.29 | 0.73 | 0.11 | 0.03 | −0.04 | 0.07 | −0.15 | −0.02 | −0.05 | −0.00 | −0.02 | 0.38 | ||
| Back pain | 0.17 | 0.66 | 0.13 | 0.21 | 0.01 | −0.30 | −0.16 | −0.02 | −0.01 | −0.15 | −0.05 | 0.36 | |||
| Joint pain | 0.57 | −0.03 | −0.03 | −0.07 | −0.10 | −0.07 | −0.01 | −0.01 | −0.15 | −0.10 | 0.25 | ||||
| Pain index | 0.12 | 0.10 | −0.08 | −0.18 | −0.18 | −0.03 | −0.04 | −0.22 | −0.06 | 0.48 | |||||
| Injury | −0.07 | −0.20 | −0.12 | −0.11 | −0.06 | −0.01 | 0.07 | 0.03 | 0.31 | ||||||
| Tenure | 0.29 | −0.00 | 0.02 | 0.14 | −0.04 | 0.04 | −0.10 | 0.09 | |||||||
| Age | 0.27 | 0.11 | 0.19 | −0.04 | −0.14 | 0.30 | 0.17 | ||||||||
| White race | 0.23 | 0.21 | 0.05 | 0.19 | 0.14 | −0.11 | |||||||||
| Education | 0.10 | 0.05 | 0.12 | 0.01 | −0.29 | ||||||||||
| Married | −0.00 | 0.09 | 0.06 | −0.13 | |||||||||||
| Income | 0.18 | 0.07 | 0.00 | ||||||||||||
| Assets | −0.08 | −0.18 | |||||||||||||
| Chronic conditions | 0.15 |
Note. PHQ-9 = Patient Health Questionnaire-9.
p < .05. **p < .01.
Linear Regression of PHQ-9 Depressive Symptoms.
| Parameter | Model 1 | Model 2 |
|---|---|---|
| β | β | |
| Pain index | 0.36 | 0.20 |
| Injury as reason for retirement | 0.23 | 0.14 |
| Tenure in the NFL | −0.07 | −0.07 |
| Age | 0.06 | −0.06 |
| White race | 0.01 | 0.03 |
| Years of education | −0.03 | 0.06 |
| Married | −0.06 | −0.01 |
| Household income | −0.02 | −0.05 |
| Household assets | −0.18 | −0.17 |
| Chronic conditions | 0.01 | |
| Functional limitations | 0.40 | |
| R2 | 0.31 | 0.41 |
| Adjusted R2 | 0.27 | 0.37 |
Note. Regressions weighted using sampling weights as described in the text. NFL = National Football League; PHQ-9 = Patient Health Questionnaire-9.
p < .05. **p < .01.