| Literature DB >> 27035103 |
Laura K Barger1, Conor S O'Brien, Shantha M W Rajaratnam, Salim Qadri, Jason P Sullivan, Wei Wang, Charles A Czeisler, Steven W Lockley.
Abstract
OBJECTIVE: The objective of this study is to compare three methods of administering a sleep health program (SHP) in fire departments.Entities:
Mesh:
Year: 2016 PMID: 27035103 PMCID: PMC4883642 DOI: 10.1097/JOM.0000000000000709
Source DB: PubMed Journal: J Occup Environ Med ISSN: 1076-2752 Impact factor: 2.162
Comparison of Departments Grouped by Program Administration Type
| Expert-Led | Train-the-Trainer | Online | Total | ||
| Number of departments | 2 | 2 | 4 | 8 | |
| Number of stations | 38 | 87 | 119 | 244 | |
| Area covered (square miles) | 441.1 | 8780 | 1136 | 10,357.1 | |
| Number of firefighters | 1630 | 1519 | 2952 | 6101 | |
| Number of training sessions | 110 | 142 | — | — | |
| Training participation rate, | 1368 (83.9) | 1345 (88.5) | 1890 (64.0) | 4603 (75.4) | <0.0001 |
| Baseline survey participation rate | 1002 (61.5) | 892 (58.7) | 751 (25.4) | 2645 (43.4) | <0.0001 |
| Baseline survey cooperation rate | 1002 (73.2) | 892 (66.3) | 751 (39.7) | 2645 (57.5) | <0.0001 |
| End-of-program questionnaire cooperation rate | 214 (21.4) | 149 (16.7) | 323 (43.0) | 686 (25.9) | <0.0001 |
| Training knowledge assessment ( | 750/749 | 1252/1249 | 1381/910 | 3383/2908 | |
| Training, mandatory or with continuing education (CE) credit | Mandatory | Mandatory | Mixed | Mixed |
*Participation rate is the response rate that includes all potentially eligible participants. Cooperation rate is the response rate of participants that were contacted for a specific part of the study.
Self-Reported Participant Characteristics
| Characteristic | Expert-Led | “Train-the-Trainer” | Online | Total |
| 1002 | 892 | 751 | 2645 | |
| Age, yrs | ||||
| Mean ± SD (range) | 42.9 ± 8.4 (22–1) | 38.0 ± 9.6 (20–5) | 40.8 ± 7.9 (21–2) | 40.6 ± 8.9 (20–1) |
| Sex, | ||||
| Women | 22 (2.2) | 65 (7.3) | 28 (3.7) | 115 (4.3) |
| Men | 955 (95.3) | 801 (89.8) | 705 (93.9) | 2461 (93.0) |
| Not known | 25 (2.5) | 26 (2.9) | 18 (2.4) | 69 (2.6) |
| Race, | ||||
| White | 855 (85.3) | 687 (77.0) | 640 (85.2) | 2182 (82.5) |
| Black | 68 (6.8) | 56 (6.3) | 23 (3.1) | 147 (5.6) |
| Asian | 3 (0.3) | 9 (1.0) | 2 (0.3) | 14 (0.5) |
| Native American | 19 (1.9) | 17 (1.9) | 27 (3.6) | 63 (2.4) |
| Pacific | 3 (0.3) | 3 (0.3) | 3 (0.4) | 9 (0.3) |
| Other | 37 (3.7) | 82 (9.2) | 45 (6.0) | 164 (6.2) |
| Not known | 39 (3.9) | 59 (6.6) | 25 (3.3) | 123 (4.7) |
| Ethnicity, | ||||
| Hispanic | 60 (6.0) | 158 (17.7) | 137 (18.2) | 355 (13.4) |
| Other | 880 (87,8) | 633 (71.0) | 567 (75.5) | 2080 (78.6) |
| Not known | 62 (6.2) | 101 (11.3) | 47 (6.3) | 210 (7.9) |
| Body mass index (kg/m2), | ||||
| <25 | 144 (14.4) | 200 (22.8) | 108 (14.4) | 452 (17.1) |
| ≥25 and <30 | 522 (52.1) | 424 (48.2) | 373 (49.7) | 1319 (49.9) |
| ≥30 and <35 | 248 (24.8) | 200 (22.8) | 171 (22.8) | 619 (23.4) |
| ≥35 | 82 (8.2) | 55 (6.3) | 56 (7.5) | 193 (7.3) |
| Not known | 6 (0.6) | 13 (1.1) | 43 (5.7) | 62 (2.3) |
| Body mass index, kg/m2 | ||||
| Mean ± SD (range) | 28.8 ± 4.3 (15.8–55.2) | 28.1 ± 4.3 (16.7–48.8) | 28.7 ± 4.5 (17.6–53.2) | 28.5 ± 4.3 (15.8–55.2) |
| Health (subjective) | ||||
| Poor | 6 (0.6) | 3 (0.3) | 1 (0.1) | 10 (0.4) |
| Fair | 42 (4.2) | 26 (2.9) | 50 (6.7) | 118 (4.5) |
| Good | 398 (39.7) | 306 (34.3) | 274 (36.5) | 978 (37.0) |
| Very good | 418 (41.7) | 388 43.5) | 293 (39.0) | 1099 (41.6) |
| Excellent | 129 (12.9) | 162 (18.2) | 111 (14.8) | 402 (15.2) |
| Not known | 9 (0.9) | 7 (0.8) | 22 (2.9) | 38 (1.4) |
| Employed in the fire service, yrs | ||||
| Mean ± SD (range) | 15.6 ± 8.0 (0.3–40.4) | 11.3 ± 9.1 (0.1–38.0) | 14.4 ± 7.8 (1.0–38.2) | 13.9 ± 8.5 (0.1–40.4) |
| Scheduled shift duration, | ||||
| 8 | 122 (12.2) | 9 (1.0) | 20 (2.7) | 151 (5.7) |
| 24 | 759 (75.7) | 456 (51.1) | 584 (77.8) | 1799 (68.0) |
| 48 | 106 (10.6) | 341 (38.2) | 0 (0.0) | 447 (16.9) |
| Other: 12, 10/14, 72 | 10 (1.0) | 20 (2.2) | 33 (4.4) | 63 (2.4) |
| Unknown | 5 (0.5) | 66 (7.4) | 114 (15.2) | 185 (7.0) |
| Average scheduled hours per week Mean ± SD (range) | 50.0 ± 9.4 (3–144) | 58.2 ± 9.9 (40–127) | 60.5 ± 12.1 (2–127) | 55.4 ± 11.3 (2–144) |
| Average monthly work hours Mean ± SD (range) | 222.5 + 80.5 (24–648) | 253.0 + 90.6 (22–656) | 263.4 + 87.0 (30–608) | 242.7 + 87.4 (22–656) |
| Second job, | 430 (42.9) | 221 (24.8) | 286 (38.1) | 937 (35.4) |
*Respondents could select more than one race (57 reported more than one race).
End-of-Program Questionnaire Participation, Diagnosis, and Treatment Compliance
| Expert-Led | “Train-the-Trainer” | Online | Total | χ2
| |
| Total participants in end-of-program questionnaire | 214 | 149 | 323 | 686 | — |
| Screened at high risk for a sleep disorder, n (%) | 87 (40.7) | 60 (40.3) | 138 (42.7) | 285 (41.5) | 0.84 |
| Reported in the end-of-program questionnaire that they screened at high risk for a sleep disorder, | 61 (70.1) | 37 (61.7) | 83 (60.1) | 181 (63.5) | 0.30 |
| Sought clinical evaluation as a result of the program, | 36 (41.4 | 15 (25.0 | 27 (19.6 | 78 (27.4 | 0.0015 |
| Recommended treatment, | 30 (83.3) | 8 (53.3) | 17 (63.0 | 55 (70.5 | 0.057 |
| Compliant with treatment, | 23 (76.7) | 7 (87.5) | 14 (82.4 | 44 (80.0 | 0.81 |
*Number of subjects who screened at a high risk for a sleep disorder used as a denominator.
†Number who sought clinical evaluation as a result of the program used as a denominator.
‡Number recommended for treatment used as a denominator.
FIGURE 1Focus group participants reported, in an anonymous survey, the effects of the fatigue risk management program and specific behavioral changes. There was no difference among groups in the percentage of firefighters reporting behavior change.
Focus Groups: Pros and Cons of Program Administration Type
| Expert-Led | Train-the-Trainer | Online | |
| Pros | Professionalism | Peers can be trusted | Inexpensive |
| Material is solid and accurate | Less expensive than Expert-led | Easy to distribute | |
| Participant engagement is more likely | Trainers are in place | No scheduling necessary | |
| Individual questions possible | Individual questions possible | Wider Reach | |
| No need for technology or software | No need for technology or software | Participant can stay on duty | |
| Procedures are closely followed | Wider reach than Expert-led | Consistent messaging | |
| Personal approach | Personal approach | Immediate feedback from screening | |
| Cons | Expensive | More expensive than Online | Easy for participants not to engage |
| May be unfamiliar with the population | Participants answers may be less honest | Lower participation rates | |
| Smaller Reach | Paperwork can be lost | Impersonal | |
| Scheduling can be difficult | Not experts in material | No ability to ask individualized questions | |
| Takes participants out of service | Accuracy of training questioned | Technology required | |
| Outsiders mistrusted | Less respected than experts | Technical problems | |
| Fear of Intent | Confidentiality a concern | Increased preparation time required | |
| Topic dependent |