| Literature DB >> 35303861 |
Joseph Clark1, Sungwon Chang2, Irina Kinchin3, Diana Ferreira4, Slavica Kochovska2, Deidre Morgan5, Leanne M Poulos6, Miriam J Johnson1,2, Magnus Ekström2,7, David C Currow8,9.
Abstract
BACKGROUND: Not being able to work has negative health, social and financial consequences. Persisting breathlessness is prevalent in working-aged people. Is it associated with lower workforce participation? This study, using the South Australian Health Omnibus, aimed to explore associations between paid workforce participation and persisting breathlessness intensity, and economic impacts on income in people of working age.Entities:
Keywords: Cross-sectional population survey; Income foregone; Persisting breathlessness; Workforce participation
Mesh:
Year: 2022 PMID: 35303861 PMCID: PMC8933889 DOI: 10.1186/s12890-022-01861-y
Source DB: PubMed Journal: BMC Pulm Med ISSN: 1471-2466 Impact factor: 3.317
Fig. 1Modified Medical Research Council breathlessness scale
Weighted sociodemographics and breathlessness by working status from a random sample of working aged (20–65), community-dwelling respondents in South Australia (n = 6,608)
| Working Status | p-value | |||
|---|---|---|---|---|
| Total | Paid full- or part-time | Other* | ||
| Age | ||||
| Mean (standard deviation) | 41.9 (13.0) | 41.1 (12.0) | 43.6 (15.1) | < 0.001 |
| n (%) | ||||
| Younger (20–44) | 3712 (56.2) | 2741 (58.5) | 971 (50.6) | 0.001 |
| Older (45–65) | 2896 (43.8) | 1947 (41.5) | 949 (49.4) | |
| Sex | ||||
| Male | 3299 (49.9) | 2549 (54.4) | 750 (39.1) | < 0.001 |
| Female | 3309 (50.1) | 2139 (45.6) | 1170 (60.9) | |
| egion of residence | ||||
| Non-metropolitan (rural, regional) | 1656 (25.1) | 1142 (24.4) | 514 (26.8) | 0.04 |
| Metropolitan | 4952 (74.9) | 3546 (75.6) | 1406 (73.2) | |
| Domestic situation | ||||
| Married/de facto | 4443 (67.3) | 3352 (71.5) | 1091 (56.9) | < 0.001 |
| Separated/divorced/widowed/never married | 2163 (32.7) | 1336 (28.5) | 827 (43.1) | |
| Born in an English speaking country | ||||
| Yes | 4876 (73.8) | 3528 (75.3) | 1348 (70.2) | < 0.001 |
| No | 1732 (26.2) | 1160 (24.7) | 572 (29.8) | |
| Vocationally trained/University educated | ||||
| Yes | 4460 (67.5) | 3485 (74.4) | 975 (50.8) | < 0.001 |
| No | 2144 (32.5) | 1201 (25.6) | 943 (49.2) | |
| SEIFA (by quintile) | ||||
| 1 (most disadvantaged) | 1635 (24.8) | 1028 (22.0) | 607 (31.6) | < 0.001 |
| 2 | 1462 (22.1) | 1025 (21.9) | 437 (22.8) | |
| 3 | 1213 (18.4) | 885 (18.9) | 328 (17.1) | |
| 4 | 1150 (17.4) | 889 (19.0) | 261 (13.6) | |
| 5 (most advantaged) | 1141 (17.3) | 855 (18.3) | 286 (14.9) | |
| Annual household income | ||||
| > AU$60,000 | 2018 (37.7) | 1087 (27.4) | 931 (67.5) | < 0.001 |
| ≤ AU$60,000 | 3334 (62.3) | 2886 (72.6) | 448 (32.5) | |
| Breathlessness—mMRC | ||||
| 0 | 6118 (92.6) | 4453 (95.0) | 1665 (86.7) | < 0.001 |
| 1 | 377 (5.7) | 209 (4.5) | 168 (8.8) | |
| 2–4 | 113 (1.7) | 26 (0.6) | 87 (4.5) | |
*‘Others’ includes home duties; unemployed; retired; student; other; not working because of work related injury; or not working because of disability; SEIFA—Social Economic Indexes for Area; mMRC—modified Medical Research Council breathlessness scale; not all sub-sections will add up to the column totals due to missing data
Fig. 2Percentage of people participating in the paid workforce by level of chronic breathlessness (n = 6064) from a randomly selected cross-section of the population aged 20–65
Odds ratio of factors associated with work status (full- or part-time work compared with ‘other’; and full-time work versus ‘other’) from a random sample of working aged, community-dwelling respondents in South Australia (weighted data)
| Paid work (full- or part-time) | ||
|---|---|---|
| Model 1* | Model 2# | |
| mMRC | ||
| 0 | Ref | Ref |
| 1 | 0.47 (0.38, 0.57) | 0.54 (0.43, 0.67) |
| 2–4 | 0.11 (0.07, 0.18) | 0.14 (0.09, 0.22) |
| Survey | ||
| 2006 | Ref | Ref |
| 2015 | 0.93 (0.81, 1.06) | 0.85 (0.74, 0.97) |
| 2017 | 0.85 (0.74, 0.97) | 0.81 (0.71, 0.93) |
| Mature age | 0.71(0.63, 0.80) | |
| Male | 1.83 (1.63, 2.05) | |
| Born in an English speaking country | 1.88 (1.62, 2.19) | |
| Vocationally/University trained | 2.69 (2.39, 3.02) | |
| Married / de facto | 1.97 (1.75, 2.22) | |
| Area under the (receiver operator) curve (AUC) | 0.55 (0.54, 0.57) | 0.70 (0.68, 0.7) |
mMRC – modified Medical Research Council breathlessness scale
*Model 1: adjusted for the survey year only
#Model 2: adjusted for survey year, mature age, sex, Born in an English speaking country, vocationally/University trained, and in married/de facto
The opportunity cost of clinically important breathlessness: workforce participation, chronic breathlessness and average annual income from a random sample of working aged, community-dwelling respondents in South Australia (n = 6064; unweighted data)
| Full-time | Part-time | All others | Total | Reference | |
|---|---|---|---|---|---|
| mMRC 0,1 [A], n (%) | 2628 (44.3%) | 1491 (25.1%) | 1817 (30.6%) | 5936 | Current sample |
| mMRC 2–4 [B], n (%) | 13 (10.2%) | 13 (10.2%) | 102 (79.7%) | 128 | Current sample |
| Total | 2641 | 1504 | 3423 | 6064 | Current sample |
| Difference in workforce participation [C = A–B], % | 34.1 | 14.9 | Not valued | Estimated | |
| Australian working age population [E], n | 16,638,606 | 2020 average [ | |||
| Prevalence of mMRC 2–4 among Australian working age population [D], % | 2.1 | Current sample | |||
| Australian working age population with mMRC 2–4 [F = D*E], n | 349,411 | Estimated | |||
| Average yearly income [G], AU$ | 76,076 | 30,004 | Not valued | National data [ | |
| Income forgone (and assuming no other income) [CxFxG], AU$ billion | 9.1 | 1.6 | Not valued | 10.6 | Estimated |
Sensitivity analysis of the opportunity cost of clinically important breathlessness: workforce participation, chronic breathlessness and average annual income from a random sample of working aged, community-dwelling respondents in South Australia (n = 6064; unweighted data) varied by prevalence of chronic breathlessness, proportion of these people in full- or part-time work and by income
| Full-time (AU$ bn) | Part-time (AU$ bn) | Total (AU$ bn) | References | |
|---|---|---|---|---|
| Prevalence of mMRC 2–4 among Australian working age population | ||||
| Baseline (2.1%) | 9.1 | 1.6 | 10.7 | Current sample |
| Sensitivity 1 (9.8%) | 42.4 | 7.3 | 49.7 | Poulos et al |
| Proportion of mMRC 2–4 in full and part-time workforce | ||||
| Sensitivity 3 (Increase by 10% (11.2%)) | 8.8 | 1.5 | 10.3 | Expert advice |
| Baseline (10.2%) | 9.1 | 1.6 | 10.7 | Current sample |
| Sensitivity 4 (Decrease by 10% (9.2%)) | 9.3 | 1.7 | 11.0 | Expert advice |
| Average weekly income | ||||
| Sensitivity 5 (National minimum wage AU$772.60/38 h week) | 4.8 | 1.1 | 5.9 | Fairwork Australia [ |
| Baseline (AU$1,463/week for full-time and AU$577/week for part-time) | 9.1 | 1.6 | 10.7 | Australian Bureau of Statistics [ |