| Literature DB >> 27760225 |
Maciek Godycki-Cwirko1, Marek Nocun2, Christopher C Butler3, Paul Little4, Theo Verheij5, Kerenza Hood6, Nils Fleten7, Anna Kowalczyk1, Hasse Melbye7.
Abstract
BACKGROUND: Acute cough and lower respiratory tract infections (LRTIs) are one of the most important causes of lost working hours. AIM: to explore variation and predictors in family practitioners (FPs) advice to patients with LRTIs about taking time off work in different European countries.Entities:
Mesh:
Year: 2016 PMID: 27760225 PMCID: PMC5070783 DOI: 10.1371/journal.pone.0164779
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Demographic and clinical characteristic of working patients by country of residence (network).
BE—Belgium, DE—Germany, ES—Spain, FI—Finland, HU—Hungary, IT—Italy, NL—Netherlands, NO—Norway, PL—Poland, SE—Sweden, SK—Slovakia, UK—United Kingdom. Data presented as mean±SD inflated for clustering or median (25%-75% IQR) or percentage related to the total number of cases in particular subgroups (%).
| BE (n = 86) | DE (n = 128) | ES (n = 197) | FI (n = 58) | HU (n = 210) | IT (n = 106) | NL (n = 79) | NO (n = 106) | PL (n = 124) | SE (n = 140) | SK (n = 195) | UK (n = 187) | All (n = 1616) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age (years) | 43.0±10.7 | 40.6±13.3 | 41.2±12.6 | 41.5±10.6 | 38.3±10.4 | 44.1±12.5 | 45.3±10.6 | 46.1±11.6 | 39.8±10.4 | 46.5±10.9 | 39.3±10.9 | 45.5±12.9 | 42.2±12.0 |
| Males (%) | 50.0 | 27.3 | 33.5 | 17.2 | 42.9 | 34.9 | 39.2 | 33.0 | 36.3 | 33.6 | 37.4 | 41.7 | 36.5 |
| Females (%) | 50.0 | 72.7 | 66.5 | 82.8 | 57.1 | 65.1 | 60.8 | 67.0 | 63.7 | 66.4 | 62.6 | 58.3 | 63.5 |
| Part time work (%) | 23.3 | 35.2 | 18.8 | 12.1 | 7.6 | 19.8 | 58.2 | 23.6 | 14.5 | 26.4 | 5.1 | 28.3 | 20.7 |
| Full time work (%) | 76.7 | 64.8 | 81.2 | 87.9 | 92.4 | 80.2 | 41.8 | 76.4 | 85.5 | 73.6 | 94.9 | 71.7 | 79.3 |
| Office work (%) | 58.1 | 46.1 | 50.8 | 32.8 | 25.2 | 71.7 | 74.7 | 39.6 | 59.7 | 42.9 | 64.6 | 57.8 | 51.1 |
| Manual work (%) | 41.9 | 53.9 | 49.2 | 67.2 | 74.8 | 28.3 | 25.3 | 60.4 | 40.3 | 57.1 | 35.4 | 42.2 | 48.9 |
| Current smoker (%) | 30.2 | 31.3 | 35.0 | 27.6 | 31.0 | 30.2 | 29.1 | 28.3 | 45.2 | 15.0 | 18.5 | 22.5 | 28.2 |
| Feeling unwell before presentation (days) | 4 (2–6.25) | 4 (3–7) | 4 (3–7) | 5 (4–10.5) | 2 (2–4) | 5 (2–7.25) | 8 (5–14) | 6 (4–10) | 4 (3–5) | 8 (5.25–16) | 4 (3–6) | 5 (3–10) | 4 (3–7) |
| Number of symptoms | 8 (7–10) | 8 (6–9) | 7 (5–8) | 9 (6–10) | 7 (5–9) | 6 (5–8) | 8 (6–10) | 8 (7–10) | 8 (6–10) | 9 (7–10) | 8 (6–9) | 9 (7–10) | 8 (6–9) |
| Symptom severity score (%) | 33.4±12.7 | 33.5±13.1 | 22.5±11.9 | 35.0±13.1 | 26.7±13.4 | 22.2±11.7 | 34.3±14.4 | 34.5±11.7 | 34.1±14.0 | 39.2±13.4 | 28.1±12.3 | 37.1±13.7 | 31.0±14.1 |
| Discoloured phlegm (%) | 41.9 | 41.4 | 33.5 | 62.1 | 41.4 | 35.8 | 48.1 | 57.5 | 31.5 | 57.9 | 43.6 | 57.2 | 45.0 |
| 18.6 | 10.9 | 14.2 | 10.3 | 6.2 | 16.0 | 29.1 | 19.8 | 13.7 | 16.4 | 14.9 | 23.5 | 15.5 | |
| Auscultation abnormality (%) | 40.7 | 29.7 | 24.4 | 43.1 | 96.2 | 57.5 | 40.5 | 48.1 | 50.0 | 31.4 | 62.6 | 40.1 | 49.2 |
| Diagnosis of URTI (%) | 43.0 | 3.9 | 48.2 | 10.3 | 11.9 | 33.0 | 46.8 | 17.9 | 38.7 | 11.4 | 42.1 | 19.8 | 27.4 |
| Diagnosis of LRTI (%) | 38.4 | 46.1 | 30.5 | 70.7 | 79.0 | 45.3 | 41.8 | 50.9 | 39.5 | 74.3 | 47.7 | 43.9 | 50.9 |
| Antibiotics prescribed (%) | 20.9 | 32.8 | 23.9 | 46.6 | 75.2 | 74.5 | 39.2 | 27.4 | 70.2 | 37.1 | 88.7 | 65.8 | 53.6 |
| 22.2 | 2.4 | 10.6 | 11.1 | 13.3 | 16.5 | 3.2 | 10.3 | 11.5 | 9.6 | 4.6 | 34.1 | 13.4 |
acomorbidity (diabetes, or cardiovascular- or respiratory-related);
brelated to number of patients prescribed with antibiotics.
Fig 1FPs’ advice to take time off work for LRTI.
Panel A: FP’s advice to take time off work for LRTI by network—data presented as percentage of the employed population (full or part time) of those advised to take time off work by their FPs. Panel B: Proportion of employed patients reporting sickness certification as major reason for consulting their FPs by network—data presented as percentage of patients who indicated that sick certification was the main reason for consulting their FPs in relation to the group of working population. Insert grey bars represent the proportion of patients who received a formal sickness certificate.
Advice to take time off work according to patients’ characteristics by country of residence (network).
BE—Belgium, DE—Germany, ES—Spain, FI—Finland, HU—Hungary, IT—Italy, NL—Netherlands, NO—Norway, PL—Poland, SE—Sweden, SK—Slovakia, UK—United Kingdom. Data were presented as mean±SD or median and interquartile range (Q1-Q3) or percentage related to the total number of cases in particular subgroups (%).
| BE (n = 48) | DE (n = 82) | ES (n = 74) | FI (n = 37) | HU (n = 168) | IT (n = 43) | NL (n = 6) | NO (n = 59) | PL (n = 93) | SE (n = 49) | SK (n = 174) | UK (n = 66) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age (years) | 41.2±10.5 | 39.3±12.6 | 39.2±12.0 | 42.2±10.7 | 38.7±10.5 | 42.8±9.9 | 44.8±2.6 | 43.2±10.5 | 40.1±10.0 | 46.7±9.2 | 39.3±10.8 | 45.0±11.3 |
| Males (%) | 58.1 | 85.7 | 40.9 | 70.0 | 82.2 | 35.1 | 9.7 | 57.1 | 66.7 | 25.5 | 80.8 | 32.1 |
| Females (%) | 53.5 | 55.9 | 35.9 | 62.5 | 78.3 | 43.5 | 6.3 | 54.9 | 79.7 | 39.8 | 94.3 | 37.6 |
| Part time work (%) | 40.0 | 60.0 | 27.0 | 57.1 | 62.5 | 33.3 | 6.5 | 36.0 | 55.6 | 40.5 | 80.0 | 28.3 |
| Full time work (%) | 60.6 | 66.3 | 40.0 | 64.7 | 81.4 | 42.4 | 9.1 | 61.7 | 78.3 | 33.0 | 89.7 | 38.1 |
| Office work (%) | 52.0 | 62.7 | 39.0 | 63.2 | 77.4 | 43.4 | 6.8 | 57.1 | 77.0 | 33.3 | 87.3 | 37.0 |
| Manual work (%) | 61.1 | 65.2 | 36.1 | 64.1 | 80.9 | 33.3 | 10.0 | 54.7 | 72.0 | 36.3 | 92.8 | 32.9 |
| Current smokers (%) | 65.4 | 65.0 | 44.9 | 75.0 | 73.8 | 37.5 | 13.0 | 53.3 | 76.8 | 38.1 | 88.9 | 35.7 |
| Feeling unwell before presentation (days) | 3 (2–6) | 4 (3–7) | 3 (2–5) | 4 (3–7) | 2 (2–3) | 3 (2–9) | 6.5 (4.5–8.25) | 5 (4–8) | 4 (2–5) | 7 (5–9) | 3 (3–5) | 4.5 (4–7) |
| Number of symptoms | 9 (8–10.75) | 8 (7–9) | 8 (7–9) | 9 (7–10) | 8 (5–9) | 7 (6–9) | 9 (7.75–12.5) | 9 (8–10) | 9 (7–10) | 10 (8–10.5 | 8 (6–10) | 10 (8–11) |
| Symptom severity score (%) | 36.9±11.6 | 37.2±11.9 | 28.7±12.2 | 37.7±11.4 | 27.7±13.8 | 27.7±11.8 | 44.8±18.3 | 38.0±10.9 | 37.0±13.2 | 42.1±12.3 | 29.2±12.3 | 42.5±13.7 |
| Discoloured phlegm (%) | 69.4 | 71.7 | 31.8 | 63.9 | 85.1 | 55.3 | 7.9 | 50.8 | 76.9 | 28.4 | 88.2 | 35.5 |
| 62.5 | 64.3 | 39.3 | 66.7 | 84.6 | 47.1 | 13.0 | 61.9 | 64.7 | 30.4 | 93.1 | 34.1 | |
| Auscultation abnormality (%) | 71.4 | 65.8 | 39.6 | 84.0 | 80.2 | 45.9 | 15.6 | 64.7 | 82.3 | 38.6 | 91.0 | 42.7 |
| Diagnosis of URTI (%) | 48.6 | 60.0 | 29.5 | 50.0 | 40.0 | 22.9 | 0 | 42.1 | 79.2 | 12.5 | 97.6 | 32.4 |
| Diagnosis of LRTI (%) | 66.7 | 69.5 | 43.3 | 68.3 | 86.1 | 52.1 | 12.1 | 61.1 | 79.6 | 39.4 | 88.2 | 32.9 |
| Antibiotics prescribed (%) | 77.8 | 73.8 | 42.6 | 66.7 | 84.8 | 43.0 | 12.9 | 65.5 | 81.6 | 42.3 | 91.9 | 37.4 |
| Advised delay of antibiotic treatment (%) | 75.0 | 100.0 | 20.0 | 100.0 | 81.0 | 46.2 | 0 | 33.3 | 80.0 | 20.0 | 100.0 | 40.5 |
| Advised for more than 7 days (%) | 2.1 | 3.7 | 1.4 | 0 | 4.2 | 11.6 | 0 | 5.1 | 35.5 | 8.2 | 27.0 | 3.0 |
1comorbidity (diabetes, or cardiovascular- or respiratory-related).
Fig 2Unadjusted and adjusted odds ratios for FPs advice to take time off work for LRTI by network.
Country as a predictor was evaluated with the clinical variables (presented in Table 4) and was included in the multivariable logistic regression with family practitioners fitted as random effect. *P<0.05.
Predictors of advising off work among working patients with LRTI.
Odds ratios (ORs) were calculated based on multilevel mixed-effects binomial logistic regression with family practitioners (FPs) and countries fitted as random effects (FPs nested within countries).
| Predictor | Adjusted ORs (95%CI) | Significance |
|---|---|---|
| Age (decades) | 0.85 (0.75 to 0.97) | |
| Male gender | 0.99 (0.74 to 1.33) | |
| Current smoker | 1.00 (0.73 to 1.37) | |
| Felling unwell before seeing FPs more than three days | 0.47 (0.34 to 0.64) | |
| Fever during illness | 2.51 (1.84 to 3.41) | |
| Feeling generally unwell | 2.19 (1.42 to 3.36) | |
| Interference in normal activities | 4.49 (3.06 to 6.59) | |
| Respiratory comorbidities | 0.88 (0.56 to 1.38) | |
| Heart related comorbidities | 1.44 (0.62 to 3.32) | |
| Diabetes | 1.30 (0.53 to 3.18) | |
| Auscultation abnormalities | 1.48 (1.03 to 2.13) | |
| Discoloured phlegm | 0.86 (0.63 to 1.16) | |
| Antibiotics prescribed | 1.49 (1.04 to 2.15) | |
| Diagnosis of LRTI | 1.53 (1.08 to 2.16) | |
| Follow up arrangement | 1.44 (0.99 to 2.07) | |
| 3.43 (0.95 to 12.36) |
gIn following countries: Poland (PL), Belgium (BE), Hungary (HU), Spain (ES), Slovakia (SK), Italy (IT)
Characteristic of employed patients related to advice to take time off work by family practitioners.
Data presented as mean±SD inflated for clustering or median (25%-75% IQR) or percentage related to the total number of cases in particular subgroups (%);
| Advised off work (n = 899) | Not advised off work (n = 717) | Significance | |
|---|---|---|---|
| Age (years) | 40.7±11.0 | 44.1±12.8 | |
| Males (%) | 36.2 | 37.0 | |
| Females (%) | 63.8 | 63.0 | |
| Full time work (%) | 86.0 | 70.9 | |
| Office work (%) | 49.3 | 53.4 | |
| Manual work (%) | 50.7 | 46.6 | |
| Feeling unwell before presentation (days) | 4 (2–6) | 6 (3.5–10.0) | |
| Auscultation abnormality (%) | 58.8 | 37.1 | |
| Number of symptoms | 8 (7–10) | 7 (5–9) | |
| Symptom severity score (%) | 33.5±13.7 | 27.7±13.9 | |
| 14.3 | 17.0 | ||
| 87.4 | 83.4 | ||
| 42.4 | 39.2 | ||
| Discoloured phlegm (%) | 44.7 | 45.3 | |
| 25.5 | 23.6 | ||
| 13.7 | 11.4 | ||
| 40.2 | 31.9 | ||
| 36.0 | 12.4 | ||
| 22.4 | 16.9 | ||
| 28.8 | 18.5 | ||
| 36.2 | 25.5 | ||
| 38.4 | 41.1 | ||
| 57.8 | 40.6 | ||
| 52.3 | 33.8 | ||
| 1.2 | 0.7 | ||
| 1.6 | 1.1 | ||
| Current smokers (%) | 29.3 | 26.9 | |
| Diagnosis of URTI (%) | 23.4 | 32.4 | |
| Diagnosis of LRTI (%) | 56.8 | 43.4 | |
| Antibiotic treatment (%) | 63.6 | 41.0 | |
| 11.5 | 17.0 |
ccomorbidity (diabetes, or cardiovascular- or respiratory-related)
dreported as moderate or severe problem
erelated to number of patients prescribed with antibiotics.
Predictors of advising off work among working patients with LRTI by country of residence (network).
BE—Belgium, DE—Germany, ES—Spain, FI—Finland, HU—Hungary, IT—Italy, NL—Netherlands, NO—Norway, PL—Poland, SE—Sweden, SK—Slovakia, UK—United Kingdom. Table presents the odds ratios with 95% CI based on results of multilevel mixed-effects binomial logistic regression with family practitioners fitted as random effect.
| BE (n = 86) | DE (n = 128) | ES (n = 197) | HU (n = 210) | IT (n = 106) | NL (n = 79) | NO (n = 106) | PL (n = 124) | SE (n = 140) | SK (n = 195) | UK (n = 187) | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age (decades) | 1.01 (0.5–2.0) | 0.88 (0.6–1.3) | 0.71 (0.5–1.0) | 1.22 (0.7–2.3) | 1.18 (0.8–1.8) | 0.80 (0.6–1.1) | 0.79 (0.3–2.0) | 0.50 (0.3–0.8) | 0.97 (0.6–1.5) | 0.86 (0.6–1.3) | 0.70 (0.3–1.5) | 0.95 (0.7–1.3) |
| Male gender | 0.92 (0.3–3.2) | 6.30 (1.7–23.0) | 1.29 (0.6–2.8) | 0.82 (0.1–5.1) | 1.72 (0.7–4.1) | 0.63 (0.3–1.6) | 2.67 (0.4–19.8) | 0.80 (0.3–2.3) | 0.54 (0.2–1.5) | 0.42 (0.2–1.1) | 0.07 (0–0.5) | 0.77 (0.4–1.5) |
| Felling unwell before seeing FPs more than 3 days | 0.24 (0.1–1.0) | 0.48 (0.2–1.4) | 0.19 (0.1–0.4) | 0.17 (0–1.0) | 0.29 (0.1–0.7) | 0.51 (0.2–1.3) | 0.80 (0.7–9.3) | 0.30 (0.1–1.4) | 0.23 (0.1–0.7) | 0.41 (0.1–1.7) | 0.21 (0–1.0) | 1.06 (0.5–2.3) |
| Auscultation abnormalities | 4.93 (1.0–24.9) | 1.06 (0.3–3.3) | 1.32 (0.5–3.5) | 8.60 (1.8–40.3) | 1.09 (0.1–8.9) | 1.37 (0.5–3.7) | 8.26 (0.6–108.2) | 4.04 (1.2–13.3) | 2.17 (0.7–7.0) | 1.25 (0.5–3.3) | 1.00 (0.2–5.2) | 1.68 (0.8–3.7) |
| Discoloured phlegm | 2.78 (0.8–9.5) | 1.99 (0.7–5.6) | 0.40 (0.2–1.1) | - | 1.47 (0.6–3.8) | 2.55 (1.0–6.5) | 0.48 (0.1–3.4) | 0.50 (0.2–1.5) | 0.72 (0.2–2.3) | 0.35 (0.1–0.8) | 1.74 (0.3–10.6) | 0.91 (0.5–1.8) |
| Antibiotics prescribed | 2.82 (0.5–17.4) | 1.31 (0.4–4.4) | 2.69 (0.9–8.1) | - | 4.73 (1.7–12.9) | 0.99 (0.3–3.0) | 1.60 (0.2–13.4) | 1.52 (0.5–5.0) | 4.75 (1.3–17.5) | 1.98 (0.8–5.0) | 17.41 (1.9–159.8) | 0.94 (0.4–2.2) |
2Final model, presented only the significant association controlled for age (decades) and gender.