A structural equation modelling approach to predicting adoption of a patient-handling intervention developed for EMS providers.

Patient-handling tasks are integral to Emergency Medical Service (EMS) work as are the musculoskeletal injuries associated with these tasks. The aim of this study was to develop and test a structural equation model that describes the interactions between previously identified factors that contribute to the adoption of a specific ergonomics intervention designed for EMS work. EMS responders (n = 187), from six different organisations, participated in a 2-month longitudinal study following the introduction of a foldable patient transfer-board (slide-board) designed to assist with lateral patient transfers. Surveys administered at baseline, after 1 month and after 2 months sampled factors potentially influencing EMS responders' adoption decisions. Perceived ergonomics advantage, which was influenced by access and storage concerns and prior tool experience, contributed most strongly to intention to use at the end of the first month and to the emergence of champions, which contributed to the intention to use at the end of the second month.

Application and modification of the integrative model for environmental health.

The Integrative Model for Environmental Health (IMEH) has guided research, literature reviews, and practice initiatives since 2002. This article presents the Modified IMEH that was developed based on using the IMEH as a guiding conceptual framework in a community-based participatory research environmental health project. Concepts from the Model of Risk Information Seeking and Processing as well as emergent themes from the data analysis were instrumental in this process. The Modified IMEH alters the structure of the IMEH in that the Vulnerability and Epistemological Domains are more prominent and feedback between domains is included.

An assessment of depression, anxiety, and stress among nationally certified EMS professionals.

OBJECTIVES: The primary objective of this study was to estimate the prevalence and severity of depression, anxiety, and stress among a cohort of nationally certified emergency medical services (EMS) professionals. The secondary objective was to determine whether there were differences between individuals who were experiencing depression, anxiety, or stress and those who were not. METHODS: This was a questionnaire-based, case-control analysis of nationally certified emergency medical technician (EMT)-Basics and paramedics who applied for national recertification in 2009. The three outcome variables of interest included measures of depression, anxiety, and stress, and were assessed using the Depression Anxiety Stress Scale-21 (DASS-21). Descriptive statistics and investigator-controlled backwards-selection logistic regression modeling were utilized to quantify the prevalence of depression, anxiety, and stress and to predict the association of demographic and work-life characteristics with each outcome. RESULTS: A total of 64,032 individuals were eligible to renew their national certification and 34,340 (53.6%) individuals returned a questionnaire. The DASS-21 classified 1,589 (6.8%, 95% confidence interval [CI] = 6.4%-7.1%) EMS professionals as depressed, 1,406 (6.0%, 95% CI = 5.7%-6.3%) as anxious, and 1,382 (5.9%, 95% CI = 5.6%-6.2%) as stressed. Multivariable logistic regression estimates showed that paramedics (odds ratio [OR] = 1.31, 95% CI = 1.22-1.39), those working in county or municipal services (OR = 1.36, 95% CI = 1.16-1.60) or private services (OR = 1.32, 95% CI = 1.14-1.52), and those with ≥16 years of EMS experience (OR = 1.28, 95% CI = 1.01-1.62) had an increased odds of depression. A stepwise increase was found when estimating the effects of self-reported general health on the odds of anxiety (very good, OR = 1.84, 95% CI = 1.53-2.22; good, OR = 3.88, 95% CI = 3.32-4.67; fair/poor, OR = 10.81, 95% CI = 8.14-14.34). Likewise, paramedics (OR = 1.32, 95% CI = 1.23-1.42), those working in a private EMS system (OR = 1.35, 95% CI = 1.16-1.56), and those with ≥16 years of EMS experience (OR = 1.67, 95% CI = 1.28-2.18) had an increased odds of stress. CONCLUSIONS: This study was able to estimate the prevalence of depression, anxiety, and stress among a large cohort of nationally certified EMS professionals and identified statistically significant demographic and work-life characteristics that predicted depression, anxiety, and stress. Future research should attempt to follow EMS professionals prospectively to determine specific characteristics associated with occupational traumatic exposure and the development of depression, anxiety, and stress.

Higher energy prices are associated with diminished resources, performance and safety in Australian ambulance systems.

OBJECTIVE: To evaluate the impact of changing energy prices on Australian ambulance systems. METHODS: Generalised estimating equations were used to analyse contemporaneous and lagged relationships between changes in energy prices and ambulance system performance measures in all Australian State/Territory ambulance systems for the years 2000-2010. Measures included: expenditures per response; labour-to-total expenditure ratio; full-time equivalent employees (FTE) per 10,000 responses; average salary; median and 90th percentile response time; and injury compensation claims. Energy price data included State average diesel price, State average electricity price, and world crude oil price. RESULTS: Changes in diesel prices were inversely associated with changes in salaries, and positively associated with changes in ambulance response times; changes in oil prices were also inversely associated with changes in salaries, as well with staffing levels and expenditures per ambulance response. Changes in electricity prices were positively associated with changes in expenditures per response and changes in salaries; they were also positively associated with changes in injury compensation claims per 100 FTE. CONCLUSION: Changes in energy prices are associated with changes in Australian ambulance systems' resource, performance and safety characteristics in ways that could affect both patients and personnel. Further research is needed to explore the mechanisms of, and strategies for mitigating, these impacts. The impacts of energy prices on other aspects of the health system should also be investigated.

The carbon footprint of Australian ambulance operations.

OBJECTIVE: To determine the greenhouse gas emissions associated with the energy consumption of Australian ambulance operations, and to identify the predominant energy sources that contribute to those emissions. METHODS: A two-phase study of operational and financial data from a convenience sample of Australian ambulance operations to inventory their energy consumption and greenhouse gas emissions for 1 year. State- and territory-based ambulance systems serving 58% of Australia's population and performing 59% of Australia's ambulance responses provided data for the study. RESULTS: Emissions for the participating systems totalled 67 390 metric tons of carbon dioxide equivalents. For ground ambulance operations, emissions averaged 22 kg of carbon dioxide equivalents per ambulance response, 30 kg of carbon dioxide equivalents per patient transport and 3 kg of carbon dioxide equivalents per capita. Vehicle fuels accounted for 58% of the emissions from ground ambulance operations, with the remainder primarily attributable to electricity consumption. Emissions from air ambulance transport were nearly 200 times those for ground ambulance transport. CONCLUSION: On a national level, emissions from Australian ambulance operations are estimated to be between 110 000 and 120 000 tons of carbon dioxide equivalents each year. Vehicle fuels are the primary source of emissions for ground ambulance operations. Emissions from air ambulance transport are substantially higher than those for ground ambulance transport.

Identification of factors that affect the adoption of an ergonomic intervention among Emergency Medical Service workers.

This study explored factors contributing to intervention adoption decisions among Emergency Medical Service (EMS) workers. Emergency Medical Service workers (n = 190), from six different organisations, participated in a two-month longitudinal study following the introduction of a patient transfer-board (also known as slide-board) designed to ease lateral transfers of patients to and from ambulance cots. Surveys administered at baseline, after one month and after two months sampled factors potentially influencing the EMS providers' decision process. 'Ergonomics Advantage' and 'Patient Advantage' entered into a stepwise regression model predicting 'intention to use' at the end of month one (R (2 )= 0.78). After the second month, the stepwise regression indicated only two factors were predictive of intention to use: 'Ergonomics Advantage,' and 'Endorsed by Champions' (R (2 )= 0.58). Actual use was predicted by: 'Ergonomics Advantage' and 'Previous Tool Experience.' These results relate to key concepts identified in the diffusion of innovation literature and have the potential to further ergonomics intervention adoption efforts. Practitioner Summary. This study explored factors that potentially facilitate the adoption of voluntarily used ergonomics interventions. EMS workers were provided with foldable transfer-boards (slideboards) designed to reduce the physical demands when laterally transferring patients. Factors predictive of adoption measures included perceived ergonomics advantage, the endorsement by champions, and prior tool experience.

Back problems among emergency medical services professionals: the LEADS health and wellness follow-up study.

OBJECTIVE: Describe work-life and demographic characteristics associated with reporting recent back pain, and estimate back pain severity among Emergency Medical Services (EMS) professionals. METHODS: A 58-item postal questionnaire was used to collect relevant health and wellness information from a national sample of EMS professionals. The outcome variables were self-reported pain in the back or legs, and severity of recent back pain as indicated by the Aberdeen Back Pain Scale (ABPS). RESULTS: There were 470/930 (50.5%) participants who reported one or more days of pain in the back or legs over a 2-week period. The variables most strongly associated with recent back pain and pain severity were prior back problems, self-reported health, and job satisfaction. CONCLUSION: This study indicated that work-life, health, and demographic characteristics of EMS professionals were associated with reporting recent back pain.

An assessment of key health indicators among emergency medical services professionals.

INTRODUCTION: Ensuring the health and productivity of emergency medical services (EMS) professionals is important. However, there has been no known national baseline assessment of the health and wellness of EMS professionals in the United States. According to Healthy People 2010, top indicators of personal health include physical activity, body mass index (BMI), and smoking prevalence. OBJECTIVES: The objectives of this study included quantifying existing health conditions and describing key health indicators among EMS professionals. It was hypothesized that work-life characteristics were associated with existing health conditions and key health indicators. METHODS: Data utilized for this analysis were obtained from a 2007 questionnaire included in biennial national recertification packets. This questionnaire utilized validated items from the Behavioral Risk Factor Surveillance System (BRFSS) and the Longitudinal EMT Attributes and Demographics Study (LEADS). Along with common demographic characteristics, items inquired about existing health conditions (diabetes, asthma, hypertension, myocardial infarction, angina, stroke, and/or high blood cholesterol level), general health, physical activity, and smoking status. Descriptive analyses were performed utilizing chi-square tests, and logistic regression was utilized to describe associations between existing health conditions and the key health indicators. RESULTS: There were 58,435 individuals who became recertified in 2007, with 30,560 (52%) returning questionnaires. Individuals with missing data were removed, leaving 19,960 individual records. There were 4,681 (23.5%) individuals who reported at least one existing health condition. The mean BMI for the study participants was 27.69 kg/m(2). There were 5,742 (28.8%) individuals classified as having normal weight and 5,146 (25.8%) who were obese. The overwhelming majority of individuals did not meet the Centers for Disease Control and Prevention (CDC) recommendations for physical activity (15,022, 75.3%). There were 3,394 (17.0%) individuals classified as current smokers. Finally, logistic regression analysis indicated that when controlling for work-life characteristics and age, BMI and level of physical fitness were associated with preexisting health conditions. CONCLUSION: This study was the first known baseline assessment of EMS professionals regarding the key health indicators identified by Healthy People 2010. Investigations regarding the impact of health and wellness in relation to workforce stability should be undertaken. Further research should also be conducted to identify strategies to improve the health of the EMS workforce.

Hearing problems among a cohort of nationally certified EMS professionals.

PURPOSE: The objectives of this study were to estimate the prevalence of hearing problems among a national cohort of emergency medical service (EMS) professionals, determine factors associated with hearing problems, and estimate the percentage of EMS professionals who utilize hearing protection. METHODS: Utilizing results from a questionnaire, individuals who reported hearing problems were compared to individuals who had not. Multivariable logistic regression was performed to identify variables associated with hearing problems. Finally, items regarding use of hearing protection were assessed to estimate the percentage of usage among EMS professionals. RESULTS: In total, 1,058 (57%) participants responded to the questionnaire. Of those, 1,024 (97%) who completed the hearing problems question were utilized for analysis. There were 153 (14.9%) cases of self-reported hearing problems. The final logistic regression model included lifetime occupational noise exposure 0.99 (95% CI = 0.9997-1.0002), report of previous back problems (odds ratio (OR) = 2.74, 95% CI = 1.8340-4.1042), large community size (OR = 1.67, 95% CI = 1.1211-2.4843), and minority status (OR = 0.61, 95% CI = 0.3719-0.9867). Finally, 213 (20.8%) individuals reported utilizing some form of hearing protection at their main EMS job. CONCLUSION: The results from this analysis are the first national estimates of the prevalence of self reported hearing problems among EMS professionals. This study was also the first to estimate the percentage of EMS professionals who self reported the utilization of hearing protection.

Hearing loss among Ohio farm youth: a comparison to a national sample.

BACKGROUND: Hearing loss is prevalent among adults in the farming community, with some evidence it begins in childhood. Our objective was to compare hearing thresholds of Ohio farm youth to published data on national norms. METHODS: Baseline data were collected on youth (n = 212) in 1994-1996 with follow-up (n = 132) in 2003-2004 including pure-tone air conduction thresholds at 0.5, 1, 2, 3, 4, 6, and 8 kHz. RESULTS: When compared to nationally-representative data, study youth had a higher prevalence of hearing loss. The high-frequency range was most affected, particularly at 6 kHz where nearly 50% of the farm youth exhibited some degree of hearing loss at baseline testing. The prevalence of noise-induced threshold shifts, characterized by an audiometric notch, was nearly twice that of the national sample. CONCLUSIONS: These data suggest that hearing loss, which is common among adult farmers, may be problematic for farm youth as well.

On the job illness and injury resulting in lost work time among a national cohort of emergency medical services professionals.

BACKGROUND: The objective of this study was to estimate the prevalence and incidence of job-related illness or injury resulting in lost work time among a national cohort of Emergency Medical Services (EMS) professionals. Also, it was hypothesized that individual and work life characteristics were associated with the occurrence of illnesses or injury. METHODS: Data for this analysis were obtained from the Longitudinal Emergency Medical Technician Attributes and Demographics Study (LEADS), a prospective study of EMS professionals. The outcome variable of interest was self-reported absence from their EMS job due to an EMS work related illness or injury. The prevalence and incidence of injury with lost work time was estimated using cross-sectional and follow-up data. Multivariable logistic regression analyses were performed to determine if individual and work life characteristics were associated with occupational injury. RESULTS: The prevalence of job-related illness or injury with time away from work was estimated at 9.4%, while the 1-year incidence was estimated at 8.1 per 100 EMS providers. The results from the logistic regression model fit to follow-up data indicate that increasing call volume (OR=3.12 for very high vs. moderate, 95% CI 1.40-6.97), an urban work environment (OR=2.79, 95% CI 1.65-4.72) and a history of back problems (OR=1.72, 95% CI 1.06-2.78) were associated with reporting job-related illness or injury. CONCLUSIONS: Results from this analysis provide estimates of the prevalence and incidence of on the job illness and injury resulting in lost work time among a national cohort of EMS professionals.

Factors associated with back problems among emergency medical technicians.

INTRODUCTION: Back problems are a common complaint among emergency medical technicians (EMTs). It is hypothesized that the likelihood of reporting back problems will be associated with the individual and work-related characteristics of a national sample of EMTs. METHODS: A case-control analysis was performed on 579 EMTs wherein cases were the 104 subjects who reported new back problems in 2004. Controls were 475 subjects who reported no back problems in 2003 and 2004. RESULTS: EMTs dissatisfied with their current assignment were significantly more likely to report back problems (OR = 9.33; 95% CI = 3.04-28.67), as were EMTs reporting good or fair fitness when compared to excellent fitness (OR = 3.39; 95% CI = 1.54-7.45, OR = 3.43; 95% CI = 1.37-8.56). CONCLUSIONS: Results from this analysis suggest that there are two modifiable factors associated with self-reported back problems among EMTs, satisfaction with current assignment and self-reported physical fitness.

Using participant event monitoring in a cohort study of unintentional injuries among children and adolescents.

OBJECTIVES: We conducted a 3-year cohort study of 407 youths aged 9 to 18 years to develop multivariable risk prediction models of agriculture-related injuries. METHODS: Data were obtained via participant event monitoring, with youths self-reporting injuries and exposures in daily diaries over a 13-week period. We evaluated data quality by comparing injury self-reports with other injury data. RESULTS: Semilogarithmic plots of rates of all unintentional injuries combined (US data from 2000) as well as of agriculture-related injuries (US and Canadian data from 19 previous studies) graphed as a function of injury severity exhibited linearity, as did plots based on the present results. Severity-specific unintentional injury rates were 1.4- to 4.3-times higher than national rates, suggesting that our methodology can significantly reduce injury underreporting. In addition, at each severity level, estimated agriculture-related injury rates were 5.8- to 9.3-times higher than rates from previous national, regional, and state-based studies. CONCLUSIONS: Our approach to participant event monitoring can be implemented with youths aged 9 to 18 years and will yield reliable daily data on unintentional injuries.

Time-dependent recordkeeping fatigue among youth completing health diaries of unintentional injuries.

PROBLEM: Increasingly, investigators are asking youth to self-report daily activity patterns and health outcomes in diary studies. This study assesses recordkeeping fatigue with respect to data quality and event reporting among youth participating in a health diary study. METHOD: Unintentional injury data were collected during a 13-week longitudinal diary study of Ohio youth exposed to agricultural hazards. Two analyses were conducted using data from 2000. Analysis 1 examined trends in discernable recordkeeping errors (DREs) over the course of follow-up. Analysis 2 assessed trends in injury reporting over follow-up. RESULTS: The percentage of items containing a DRE showed a slight, non-significant decline throughout follow-up. Injury reporting declined significantly (p<0.001) over follow-up. SUMMARY: There was no compelling evidence of respondent fatigue with respect to DREs. The observed decline in injury reporting is problematic because estimates of youth injury incidence in health diary studies may vary depending upon the length of the follow-up period.

Self-reported symptoms of neurotoxicity and agricultural injuries among Ohio cash-grain farmers.

BACKGROUND: In 1993, the Ohio Farm Family Health and Hazard Surveillance Program (OFFHHSP) was initiated to assess the health status of cash-grain farmers and their families. The objective of this study was to examine the postulated relationship between symptoms of neurotoxicity and risk of agriculture-related injury among Ohio cash-grain farmers. METHODS: A reanalysis of the data from a previously published case-control study of cash-grain farmers [Crawford et al. (1998) Am J Ind Med 34:588-599] was performed. The Principal Operator (PO) of each farm was asked to complete a self-administered questionnaire which included items about injuries experienced during the past year. A section of the questionnaire contained a 24-item instrument ("Q24") that queried symptoms of neurotoxicity experienced during the previous 12 months. Design-based multiple logistic regression analyses were conducted to evaluate associations between neuropsychological subsets ("domains") of the 24-item instrument and injury risk among the white male POs (who accounted for >99% of all POs). RESULTS: Significantly elevated odds ratios (ORs) were found in 8 of 11 domains. POs answering in the affirmative to the single item "Have you been bothered by lack of coordination or loss of balance?" were 3.12 times more likely to have reported an injury than POs responding negatively (95% CI 1.68-5.81). CONCLUSIONS: Farmers with higher scores on several Q24 domains, and for particular questionnaire items, appear to be at increased risk of agricultural injury.