Associations between paramedics' salutogenic health experience and the intention to stay in the profession: A cross-sectional survey.

AIM: To investigate the association between paramedics' salutogenic health and their intentions to stay in their profession. DESIGN: A cross-sectional survey. METHODS: Paramedics from eight purposively selected organizations participated in this study (n = 433). The data were collected in 2022 with the Salutogenic Health Indicator Scale and validated single questions that assessed work ability, recovery and self-rated stress. Intention to stay was measured using two questions about the intention to leave prehospital emergency medical service work and leave the nursing sector completely during the next 2 years. Data were analysed using logistic regression and statistical significance tests. RESULTS: Men had higher mean salutogenic health scores than women. No significant differences in salutogenic health were observed across work experience or occupational groups. Paramedics intending to stay in their profession exhibited higher salutogenic health scores than those intending to leave. In the logistic regression models, increasing levels of salutogenic health and work ability were associated with intention to stay in the profession.

Examination of the structural components of the Abilitator-A self-report questionnaire on work ability and functioning aimed at the population in a weak labour market position.

OBJECTIVES: According to the Consensus-based Standards for the selection of health Measurement Instruments (COSMIN) panel, structural validity describes how well Patient-Reported Outcome Measures' (PROM) scores reflect the dimensions of the measured construct. The main purpose of this study was to examine the structural components of the Abilitator, a co-developed self-report questionnaire on work ability and functioning for the population in a weak labour market position. METHODS: We examined to what extent the Abilitator has reflective and formative elements in its five summary scales: "C. Inclusion", "D. Mind", "E. Everyday life", "F. Skills", and "G. Body". The Abilitator data sample (n = 4555, men 51%, mean age 37 years) was collected in 2017-2022 by the Finnish Institute of Occupational Health in cooperation with the European Social Fund Priority 5 projects in which the participants have multiple challenges to gain employment. For the structural components and validity analysis we implemented both Confirmatory Factor Analysis (CFA) and Exploratory Factor Analysis (EFA). RESULTS: Based on the COSMIN criteria for structural validity, the Abilitator reached approximate model fit with CFA when we analysed the different concepts of the questionnaire separately rather than in one unified model. An exception was "E. Everyday life" which was a formative summary scale, and it did not reach approximate fit. EFA showed that the items in the Abilitator's summary scales loaded on ten factors. CONCLUSIONS: The Abilitator had both reflective and formative elements in its structure. It reached structural validity in those separate concepts that were based on a reflective model. This study revealed interesting connections between different aspects of the Abilitator and produced valuable information for further modification of the questionnaire.

Work-family conflicts and sickness absence-a register-linked cohort study among young and early midlife employees.

BACKGROUND: Work-family conflicts (WFC) have been associated with poor mental health, poor self-rated health and sickness absence. However, studies on short sickness absence are lacking and more information is needed also about long sickness absence regarding the direction of WFC, and potential explaining factors particularly among young and early middle-aged employees. METHODS: The Helsinki Health Study baseline survey (2017) among 19- to 39-year-old municipal employees (N = 3683, 80% women, response rate 51.5%) was linked to employer's sickness absence data. The associations of work-to-family conflicts (WTFC) and family-to-work conflicts (FTWC) with short (1-7 days) and long (over 7 days) sickness absence were analyzed using negative binomial regression analysis. Covariates were age, gender, family-related factors and work-related factors. Stratified analyses by occupational class were performed. The results are presented as rate ratios and their 95% confidence intervals. RESULTS: High WTFC were associated with short (1.25, 1.12-1.40) and long (1.37, 1.11-1.70) sickness absence. High FTWC were also associated with short (1.12, 1.03-1.22) and long (1.24, 1.06-1.45) sickness absence. Adjustment for family-related factors strengthened the associations, whereas adjustment for work-related factors abolished the associations between WTFC and sickness absence. Associations between WFC and sickness absence were observed among two lowest occupational classes only. CONCLUSION: WFC are associated with both short and long sickness absence. Work-related factors including the quality of supervisory work and shift work play a role in the association. Intervention studies could determine if improvements in combining work and family life lead to a reduction in sickness absence.

Self-identified barriers to health services among migrants 50 years of age or older: population-based survey study of Russian speakers in Finland.

BACKGROUND: The compounded effect of a migratory background and ageing increases the risk of unequal medical treatment opportunities. The aim of this article is to investigate the social determinants of barriers to health services. METHODS: The study uses population-based survey data of Russian-speaking migrants (50 + years) residing in Finland (n = 1082, 57% of men, mean age 63 years). Multiple correspondence analysis was performed as a dimension reduction procedure on six barriers to health services. Multiple ordinary least-squares linear regression was used for the predicted score of the barriers as an outcome variable. RESULTS: Most of the sociodemographic characteristics were not associated with barriers to health services, except gender, as women tended to face more disadvantages. Migration-related factors, such as the need for interpreters for health services and experienced discrimination, were associated with an increased likelihood of reporting barriers to health services. Using the internet as a primary source of health information was associated with more access barriers to health services. CONCLUSIONS: Migrants 50 years of age or older face multiple barriers to health services. Given that the healthcare needs increase with age, addressing this issue becomes crucial, necessitating improved access to health services for older migrants.

Explanations for sickness absence due to common mental disorders: A narrative study of young health and social care workers.

Over recent decades, sickness absence due to common mental disorders has increased among young workers. The phenomenon is mostly understood on the basis of epidemiological research, and knowledge regarding the viewpoints of young workers themselves is lacking. Our study explored the explanations for mental health-related sickness absence in the narrative accounts of young workers in high-risk health and social care occupations. Semi-structured narrative interviews were conducted with 23 Finnish young workers (aged 21-34), with self-reported sickness absence related to common mental disorders over the previous year. Our analysis identified three narrative explanations for the onset of mental health problems leading to sick leave: work as the sole cause, work as an additional cause and work as a trigger. These findings indicate that mental health-related sickness absences form a complex phenomenon related to various life and work-related circumstances. More comprehensive preventive measures are needed in the health and social care sector to help tackle mental health problems among young workers.

Individual and dual trajectories of insomnia symptoms and body mass index before and after retirement and their associations with changes in subjective cognitive functioning.

BACKGROUND: We examined individual and dual trajectories of insomnia symptoms and body mass index (BMI) before and after retirement, and their associations with changes in subjective cognitive functioning after retirement. METHODS: We used the Helsinki Health Study's (n = 2360, 79% women, aged 40-60 at baseline, Finland) repeated surveys to identify the developmental patterns of insomnia symptoms and BMI (2000-2017) and changes in subjective cognitive functioning (2017-2022). We analysed the data using latent group-based dual trajectory modelling and logistic regression analysis. RESULTS: Three latent groups were identified for insomnia symptoms (stable low, decreasing and increasing symptoms) and BMI (stable healthy weight, stable overweight and stable obesity). Insomnia symptoms were associated with declining subjective cognitive functioning and largely explained the effects in the dual models. CONCLUSION: The association between dual trajectories of insomnia symptoms and BMI with subjective cognitive decline is dominated by insomnia symptoms.

External context in individual placement and support implementation: a scoping review with abductive thematic analysis.

BACKGROUND: Context including the external context may considerably affect the adoption, implementation, sustainment, and scale-up of evidence-based practices. We investigated external contextual features by conducting a scoping review of empirical research regarding the implementation of an evidence-based psychiatric or mental health vocational rehabilitation service called Individual Placement and Support (IPS). METHODS: The protocol for the scoping review was registered with the Open Science Framework. We used the methodology by Joanna Briggs Institute for conducting the scoping review and reported it according to the PRISMA-ScR checklist. We searched 12 databases for research regarding 'Individual Placement and Support' or 'Evidence-Based Supported Employment'. We retained peer-reviewed empirical studies investigating external contextual factors and their impact on IPS implementation outcomes. We extracted data from the eligible articles and conducted descriptive and thematic analyses. RESULTS: Fifty-nine original research papers met our eligibility requirements and were retained after reviewing 1124 titles and abstracts and 119 full texts. The analysis generated two main themes: (1) external contextual determinants of service delivery and (2) external systems influencing the evidence-to-practice process. The first main theme encompassed policies and laws, financing, and administratively instituted support resources, and organizational arrangements associated with external stakeholders that may facilitate or hinder the local implementation. The second main theme comprised strategies and actions used by different stakeholders to facilitate implementation locally or scale-up efforts at a system level. DISCUSSION: Our scoping review illustrates the important role that external contextual factors play and how they may facilitate or hinder the implementation and scale-up of the IPS model across mental health services in different countries. Consideration of these factors by decision-makers in mental health and welfare services, planners, providers, and practitioners is likely to facilitate the development of effective strategies for bridging the evidence-practice gap in implementing the EBPs. Finally, the scoping review identified gaps in knowledge and offered suggestions for future research. TRIAL REGISTRATION: Open Science Framework.

Critical incident experiences, related stress and support among Finnish paramedics: A cross-sectional survey study.

INTRODUCTION: Paramedics work in diverse, demanding prehospital settings. We examined the prevalence of critical incident (CI) experiences, critical incident stress (CI-S), and CI-S association with the intention to leave the paramedic profession, as well as the needed and received support for CI-S among Finnish paramedics. METHODS: In 2022, n = 427 Finnish paramedics from eight different organizations responded to a modified Emergency Medical Services (EMS) Critical Incident Stress Inventory and reported the CIs experienced during their EMS careers and the related CI-S within the last six months. Statistical analyses were stratified by gender. RESULTS: All the listed 31 CIs had been experienced by the Finnish paramedics, and the experiences increased with work experience, especially among men. CI-S had wide variation, seemed to increase with work experience, and was mainly not associated with the intention to leave the profession. Support for coping with CI-S was most often received from colleagues, then from family members, friends, and to some extent, managers. CONCLUSIONS: Because of the inherent nature of the demands and features of the paramedic work, experiencing CIs is unavoidable. Examining effective coping strategies, organizational support, and managerial practices are needed to support highly skilled paramedics in their demanding work.

Occupational class differences in male suicide risk in Finland from 1970 to 2019.

BACKGROUND: In the last few decades, suicide rates have decreased in most European countries. However, periodic changes in risk by occupational class have not been studied as much in detail. METHODS: Representative cohorts of Finnish working-age men were followed for nine years on suicide mortality starting from five different census years (1970, 1980, 1990, 2000, 2010). Each cohort included between 300 970 and 332 318 men. Cox regression modelling was used to estimate hazard ratios by census year, occupational class and their interactions. Further models adjusted for age and its interactions with census year and occupational class. RESULTS: The risk of male suicide has more than halved between 1991 and 2019. The relative hazard ratio of suicide in manual workers compared to managers and professionals was around 1.6 to 1.8 times higher. The period when the suicide risk started to decline differed by occupational class: a significant decrease compared to 1970s' levels was seen for managers and professionals already in the 1990s and for lower non-manual employees around 10 years later (in the 2000s). Manual workers only reached the 1970s suicide risk of managers and professionals in the 2000s and 2010s. CONCLUSION: A delayed reduction of suicide rates among lower occupational classes suggests that the impact of social changes can occur at different speed in different population groups.

Trajectories of hospitalizations after age-based statutory retirement.

Retirement years are ideally spent in good health. We aimed to produce new information using person-oriented methods by identifying groups of statutory retirees who did or did not achieve this objective and the factors that distinguish these groups from each other. Our particular focus was on the years directly after the transition into retirement, and the pre-retirement factors that explained the development of health, using a more severe health-related outcome-hospitalization. We studied the retirement, hospitalizations, education, and work characteristics of former employees of the City of Helsinki, Finland (N = 6569), from complete registers. We used group-based trajectory models and identified groups of constant low, constant high, decreasing, and temporarily occurring hospitalizations, and one group of increasing hospitalizations among women and two groups of earlier and later increasing hospitalizations among men. Multinomial regression models showed that among women, belonging to groups with less favourable health was associated with secondary education, older age at retirement, and reduced working hours. Education and work characteristics before retirement both contribute to the development of health, as indicated by hospitalizations directly after retirement. Our findings show that socioeconomic inequalities in health are persistent and should also be addressed after transition into retirement.

Trajectories of CVD medication after statutory retirement: contributions of pre-retirement sociodemographic, work and health-related factors: a register study in Finland.

BACKGROUND: Cardiovascular diseases (CVDs) are prevalent in older people, but few studies focus on developmental patterns in CVD medication directly after transition to statutory retirement. We thus aimed to identify trajectories of CVD medication after retirement, and their sociodemographic, work and health-related determinants. METHODS: We used complete register data of former employees of the City of Helsinki, Finland. All who reached their statutory retirement in 2000-2013, with five-year follow-up data (n = 6,505, 73% women), were included. Trajectories of CVD medication were identified with group-based trajectory modelling using data from Finnish Social Insurance Institution's reimbursement register. Sociodemographic, work and health-related determinants of trajectory group membership were analysed using multinomial logistic regression. RESULTS: Six trajectories of CVD medication were distinguished: "constant low" (35%), "late increase" (6%), "early increase" (5%), "constant high" (39%), "high and decreasing " (8%), and "low and decreasing" (7%). The majority (74%) of the retirees fell into the "constant low" and "constant high" categories. Lower occupational class and increased pre-retirement sickness absence were associated with the "constant high" trajectory. Further, those with lower educational attainment were more prone to be in the "early increase" trajectory. CONCLUSIONS: Individuals in lower socioeconomic positions or with a higher number of pre-retirement sickness absence may be considered at higher risk and might benefit from early interventions, e.g. lifestyle interventions and interventions targeting working conditions, or more frequent monitoring.

Latent classes of unhealthy behaviours and their associations with subsequent sickness absence: a prospective register-linkage study among Finnish young and early midlife employees.

OBJECTIVES: Unhealthy behaviours are associated with increased sickness absence (SA), but few studies have considered person-oriented approach in these associations. Using latent class analysis, we examined clustering of unhealthy behaviours among Finnish municipal employees and their associations with subsequent SA. DESIGN: A prospective register-linkage study. SETTING: Unhealthy behaviours (low leisure-time physical activity, non-daily fruit and vegetable consumption, insufficient sleep, excessive alcohol use and tobacco use) were derived from the Helsinki Health Study questionnaire survey, collected in 2017 among 19- to 39-year-old employees of the City of Helsinki, Finland. PARTICIPANTS: A total of 4002 employees (81% women) of the City of Helsinki, Finland. PRIMARY OUTCOME MEASURES: The questionnaire data were prospectively linked to employer's SA register through March 2020. Associations between latent classes of unhealthy behaviours and subsequent SA (1-7 days/8+ days/all lengths) were examined using negative binomial regression. RESULTS: Among women, a three-class latent class model was selected: (1) few unhealthy behaviours (84%), (2) excessive alcohol and tobacco use (12%) and (3) several unhealthy behaviours (5%). Women belonging to classes 2 and 3 had increased SA rates compared with those in class 1, regardless of the length of SA spells. Among men, a 2-latent class model was selected: (1) few unhealthy behaviours (53%) and (2) several unhealthy behaviours (47%). Men belonging to class 2 had increased rates of 1-7 days' SA compared with men in class 1. CONCLUSIONS: This study suggests that preventive actions aiming to reduce employees' SA should consider simultaneously several unhealthy behaviours. Targeted interventions may benefit of identifying the clustering of these behaviours among occupational groups.

Migrants face Barriers to Obtaining Electronic Identification: A population-based Study Among Older Russian-speakers in Finland.

As digital technologies continue to transform health care and health systems, they will continue to have a lasting impact on health services. Many health and social care services have rapidly become 'digital by default'. The electronic identification (e-ID) technology is needed for secure authentication to digital services. Recent studies have shown that the 'digital divide' is prominent between ethnic minorities and the majority populations and between older and younger adults. Inequalities related to not having an e-ID, which is in many countries required to access digital health services, remain under-researched. Moreover, there is a lack of knowledge of the use of digital services among older migrants. This study analyses general socio-demographic as well as migration specific factors that may be associated with not having an e-ID among older migrants. We used the Care, Health and Ageing of Russian-speaking Minority in Finland (CHARM) study, which is a nationally representative survey of community-dwelling Russian-speaking adults aged ≥ 50 years living in Finland (N = 1082, 57% men, mean age 63.2 years, standard deviation 8.4 years, response rate 36%). Our results showed that 21% of older Russian-speakers did not have an e-ID. Our regression analysis showed that older age and poorer economic situation were associated with a lower probability of having an e-ID. In addition, we found an association between not speaking local languages and not having an e-ID. This may relate to private banks regulating the requirements for obtaining the most common e-ID method, online banking ID. We argue that for individuals who are already in vulnerable positions, current e-ID practices might pose yet another obstacle to obtaining the health services they need and are entitled to.

Sickness absence among migrant and non-migrant care workers in Finland: A register-based follow-up study.

AIMS: This study aimed to compare the sickness absence (SA; over 10 days) rates of migrant and non-migrant care workers in Finland. METHODS: Two cohorts were randomly sampled from nationwide registers and analysed together in a three-year follow-up design (2011-2013, 2014-2016). The pooled data consisted of 78,476 care workers, of whom 5% had a migrant background. Statistical methods included cross-tabulations and Poisson regression modelling. RESULTS: Thirty-five percent of the Finnish-born care workers had at least one SA during the follow-up. Care workers from the post-2004 EU countries (30%, at least one SA), Russia, the Former Soviet Union and the Balkan states (25%) and the Global South and East (21%) had fewer episodes of SA than the Finnish-born care workers. The two latter groups also had lower SA rates after we controlled for occupation, gender, age, income and region of residence. Care workers from Western Europe and the Global North (36%) had higher SA rates than the Finnish-born care workers. CONCLUSIONS: The following explanations were discussed: population-level health differences - migrants from lower-income non-EU countries are generally healthier than the Finnish-born population (due to, e.g., the 'healthy migrant effect'); discrimination in recruitment and employment - migrants from lower-income non-EU countries need to be healthier than Finnish-born jobseekers to gain employment (in the care sector or more broadly); and sickness presenteeism - migrants from lower-income non-EU countries underuse their right to sickness allowance (due to, e.g., job insecurity). It is likely that these mechanisms affect migrants differently depending on, for example, their countries of origin and social status in Finland.

Neighbourhood Ethnic Density, Local Language Skills, and Loneliness among Older Migrants-A Population-Based Study on Russian Speakers in Finland.

So far, little attention has been paid to contextual factors shaping loneliness and their interaction with individual characteristics. Moreover, the few existing studies have not included older migrants, identified as a group who are vulnerable to loneliness. This study examined the association between neighbourhood ethnic density (the proportion of own-group residents and the proportion of other ethnic residents in an area) and loneliness among older migrants. Furthermore, we investigated whether local language skills moderated this association. A population-based representative survey (The CHARM study, n = 1082, 57% men, mean age 63.2 years) and postal code area statistics were used to study Russian-speaking migrants aged 50 or older in Finland. The study design and data are hierarchical, with individuals nested in postcode areas. We accounted for this by estimating corresponding mixed models. We used a linear outcome specification and conducted logistic and ordinal robustness checks. After controlling for covariates, we found that ethnic density variables (measured as the proportion of Russian speakers and the proportion of other foreign speakers) were not associated with loneliness. Our interaction results showed that increased own-group ethnic density was associated with a higher level of loneliness among those with good local language skills but not among those with weaker skills. Good local language skills may indicate a stronger orientation towards the mainstream destination society and living in a neighbourhood with a higher concentration of own-language speakers may feel alienating for those who wish to be more included in mainstream society.

Advanced-level paramedics' support needs for developing and utilising competence.

INTRODUCTION: Paramedic competence plays a vital role in emergency medical services (EMS), as the pre-hospital setting demands a wide variety of competencies from paramedics. The aim of the study was to examinethesupportthatadvanced-level paramedics need from their supervisors to develop and utilise their competence. METHODS: Qualitative essay material was collected from a group of experienced advanced-level paramedics (n = 41). The material was analysed with inductive content analysis. RESULTS: Twenty-eight sub-categories emerged, forming 6 categories further leading to the grouping of two main categories: 1) the enablement of human resource (HR) management and leadership; and 2) guidelines on how to operate EMS adequately. CONCLUSIONS: Supervisors can and should support advanced-level paramedics in their competence utilisation and development. This can be achieved by enabling professional growth by recognising competencies and generating supportive leadership in EMS. Paramedics would also benefit from clear operative guidelines. Overall, supporting paramedics' competence utilisation and development is strongly connected with leadership standards in daily practices.

Working conditions and mental health functioning among young public sector employees.

Background: The associations between adverse working conditions and mental disorders are well established. However, associations between adverse working conditions and poor mental health functioning is a less explored area. This study examines these associations among younger public sector employees of the City of Helsinki, Finland. Methods: We use data from the Young Helsinki Health Study with a representative sample of the employees of the City of Helsinki, aged 19-39 years (n=4 217). Mental health functioning was measured with mental composite summary of the Short Form 36. Working conditions included factors related to both the psychosocial (job control and job demands) and the physical work environment (physical workload). To examine the associations, we used logistic regression models with adjustments for socio-demographics, other working conditions and health-related covariates. Results: After adjustment for sociodemographic characteristics, poor health, health behaviours and other occupational exposures, high job demands (OR=1.69; 95% CI=1.45-1.97) and low job control (OR=1.65; 95% CI=1.40-1.94) were associated with poor mental health functioning. High physical workload was not associated with the outcome (OR=0.87; 95% CI=0.72-1.05) after the adjustments. Conclusions: Adverse psychosocial working conditions were associated with mental health functioning, whereas physical working conditions were not. As impaired functioning is likely to cause health-related lost productivity and can lead to work disability, further research and interventions with a balanced approach focusing on both psychosocial working conditions and mental health functioning are recommended.

Internet-delivered cognitive behavioral therapy (iCBT) for common mental disorders and subsequent sickness absence: a systematic review and meta-analysis.

AIM: The study aimed to critically review and synthesize the best available evidence about the effectiveness of therapist-guided internet-delivered cognitive behavioral therapy (iCBT) in terms of reducing sickness absence (SA). METHODS: We searched Medline (PubMed), Embase, PsycInfo, CINAHL, and Cochrane Central (up to November 2020) for English language peer-reviewed papers that described randomized controlled trials of therapist-guided iCBT compared with usual treatment for SA in adults with common mental disorders. Eligible studies were assessed with the Cochrane Risk of Bias 1 tool, meta-analysis was conducted using a random-effects model, and standardized mean differences (SMD) with 95% confidence intervals (CI) were reported. A subgroup analysis investigated potential moderating variables (diagnosis, SA at baseline, and estimated accuracy of self-report). RESULTS: We identified 2788 references, of which 68 remained after the completion of the systematic screening process. A hand search of reference lists yielded no additional studies. The full texts of these 68 studies were appraised critically, and 11 were deemed to be suitable for a meta-analysis. SA was similar for iCBT and usual treatment groups (SMD: 0.02, 95% CI, -0.08 to 0.11), and remained similar even after the removal of two studies in which the recall time was over 3 months (SMD: 0.00, -0.11 to 0.12). Similar SA levels in intervention and control groups at 6-month and 12-month follow-up were observed in studies of participants with depression symptoms. CONCLUSIONS: iCBT did not appear to be effective in terms of reducing (largely self-assessed) SA in adults with common mental disorders. There is a need to improve the method and consistency of assessing SA.

Occupational Class Differences in Emotional Exhaustion Among Municipal Employees - The Role of Employment Sector and Psychosocial Working Conditions.

Studies examining occupational class differences in burnout symptoms across employment sectors are scarce. The aim of this study was to examine whether occupational class is associated with emotional exhaustion, and whether there are differences in the examined associations between employment sectors. A further aim was to examine to which extent psychosocial working conditions may explain these associations. Survey data were collected in 2017 among 19-39-year-old employees of the City of Helsinki (4630 women and 1267 men, response rate 51.5%). Occupational class included four classes: 1. manuals, 2. routine non-manuals, 3. semi-professionals, 4. managers and professionals. Employment sector was classified into three groups: 1. health and social care, 2. education and 3. 'other'. Linear regression analysis and IBM SPSS 25 statistical program were used. The analytical sample included 4883 participants. The highest occupational class, i.e. managers and professionals, reported the highest emotional exhaustion. In terms of the sector, those working in education had the highest scores of emotional exhaustion. The associations between occupational class and emotional exhaustion differed somewhat between the sectors. Adjustment for job demands attenuated the differences in emotional exhaustion between occupational classes, whereas adjustment for job control and job strain widened the differences. Attention should be paid to occupations with excess mental demands, and to employees in the education sector, who showed the highest risk of emotional exhaustion.

Perceived human factors from the perspective of paramedics - a qualitative interview study.

BACKGROUND: The work environment in prehospital emergency medical care setting is dynamic and complex and includes many stressors. However, little is known about the perceived human factors from the perspective of paramedics. In this study, we investigated, from the perspective of paramedics, what are the human factors, and how are they linked to prehospital emergency medical care? METHODS: Data were collected through semi-structured interviews (n = 15) with Finnish paramedics. The material was analyzed using inductive content analysis. RESULTS: Three main categories of human factors were identified. The first main category consisted of factors related to work which were divided into two generic categories: "Challenging organizational work environment" and "Changing external work environment." The second main category comprised factors related to paramedics themselves and were divided into three generic categories: "Issues linked to personality," "Personal experiences", and "Factors resulting from personal features." The third main category described that paramedics have difficulties in understanding and describing human factors. CONCLUSION: This study revealed numerous factors that can affect paramedics' work in the EMS setting. Increased knowledge about human factors in the EMS setting provides organizations with the opportunity to develop procedures that can support paramedics' cognitive and physical work. Human factors in different situations can be addressed to improve occupational and patient safety.