Methods
This study was designed, coordinated, and executed by the Latin American Intensive Care Network - LIVEN (
www.redliven.org) [
6], which appointed a steering committee and local coordinators in each country.
Design and setting
We conducted a cross-sectional study of intensivists from 11 Latin American countries (Argentina, Bolivia, Brazil, Chile, Colombia, Ecuador, Guatemala, Mexico, Paraguay, Peru, and Uruguay). The Pontificia Universidad Católica de Chile was the only coordinating center. The local ethics committee (Comité de Etica Clínica de la Facultad de Medicina) waived the need for informed consent because survey participation was voluntary; thus, informed consent is assumed.
In May 2016, Latin American intensivists, identified from lists provided by national critical care medicine societies and networks, social networks, and personal contacts, were invited to participate in the survey. One week later, a web-based electronic questionnaire was submitted. Weekly reminders were emailed to nonrespondents from June through September 2016.
Questionnaire development
The survey was designed by a committee that incorporated questions regarding training, workload, competencies, continuing education, research activities, and experiential aspects. The construct was defined on the basis of studies that demonstrated links between individual characteristics of intensivists with clinical performance [
7].
After a draft revision by a group of LIVEN investigators, some questions were reformulated, added, or deleted. Content validity was established by independent reviewers who determined whether each question captured the intended domain. After piloting the survey in 4 centers, the final version included 51 items under the following domains: organizational characteristics of the ICU, human resources, professional development, research participation, competencies and skills, satisfaction, and expectations.
We asked some questions about septic shock management because this condition integrates ICU workflow, resource availability, and diverse aspects of critical care provision. We considered that ICUs with appropriate conditions for septic shock care had availability of antibiotics, vasopressors, laboratory tests (arterial blood gases, serum lactate, general blood and biochemistry tests, blood and fluid cultures and microbiology identification), imaging resources, and the possibility to consult different specialists upon request (see full survey as Additional file
1: File S1).
We defined a long or short morning round on the basis of the duration being longer or shorter than 2 h, respectively. We defined a multidisciplinary round as one that, apart from the intensivists, included at least two other professionals (nurses, respiratory therapists, pharmacists, or other specialists).
Data processing and statistical analysis
Data are expressed as mean ± SD or median (IQR), as appropriate. Categorical variables were compared with the chi-square test; continuous variables were analyzed with t tests, the Kruskal-Wallis test, and the Wilcoxon rank-sum test, according to their distribution. Logistic regression analysis was performed in a stepwise fashion according to individual covariates’ significance. ORs and 95% CIs were reported.
We investigated the association between country-level factors and relevant outcomes, adjusting for individuals’ characteristics using multilevel multivariable logistic regression. A two-level model was fit with intensivist-level fixed effects at the first level and country-level fixed effects at the second level, as well as a country-specific random effect. Individual-level variables of interest included age, sex, years of experience (collinear with age), weekly working time (in hours), and type of ICU (public/private, academic/nonacademic). We selected variables for the multivariable model using forward and backward stepwise regression. We considered variables for the model if they were associated with outcome with a p value less than 0.20 in univariate analysis. Additionally, some variables were introduced to the model because of their clinical relevance, regardless of their p value. We performed subgroup analyses by stratifying intensivists according to their position in the ICU. To choose among the alternative models, we used the likelihood ratio test for testing on the boundary of the parameter space as a measure of the relative predictive ability of a statistical model for a given set of data. Two-tailed p values less than 0.05 were considered statistically significant. We conducted all statistical analyses with the use of Stata 14.2 software (StataCorp, College Station, TX. USA).
Discussion
This is the first study in Latin America involving evaluation of individual- and work-related aspects of the intensivist workforce. Our main findings were that the intensivist workforce of the region, mostly related to academic centers, is predominantly young, has been formally trained, report adequate procedural skills, and operates under high workloads and restrictions owing to resource constraints and local limitations. Although there is no ideal percentage, a higher response rate to our questionnaire would have been desirable. However, our first survey (LIVEN-1) had a similar return rate (52%) [
6], which is in line with the declining response rates to surveys over the years [
8,
9].
Health systems vary across Latin American countries, and a mix of public and private ICUs do exist, sometimes with uneven resource distribution [
10,
11]. In our study, most intensivists worked primarily in public hospitals, but less than half worked in only one hospital. This could have an impact in terms of costs and efficiency because working in more than one hospital might result in higher costs owing to “work dispersion” [
12].
Our respondents reported having mostly formal ICM training (70%), mainly under the supraspecialty model, which considers training in a base specialty followed by a common ICM program. This was also the most frequent training mechanism in a 41-country survey published some time ago [
13]. Other mechanisms, such as the assessment of competencies, are common in Chile and Brazil, perhaps in response to the shortage of intensivists [
14,
15].
With regard to workload, working more than 60 h per week was associated with a high level of burnout in a recent study [
16]. Intention to leave is a known predictor of burnout [
17,
18], as well. Because 60 h was the median weekly workload of our respondents and more than half of them reported their desire to leave the ICU before retirement, Latin American academic intensivists probably experience high-level burnout. Along the same line, a recent study of ICM training program directors showed that higher workload correlated with negative self-perception about the teaching role, patient care, and job stability [
19]. In addition, the number of night shifts has clearly been associated with burnout among pediatric intensivists [
20] and critical care nurses [
21]. In our survey, staff physicians reported a higher night shift load and higher intention to leave, an association described previously [
20,
21]. These findings call for responsible authorities to be concerned about intensivists’ workload and mental health.
Our finding that short and non-multidisciplinary morning rounds occur mainly in academic ICUs, unveiling the tensions that academic intensivists may experience in performing high-quality clinical work in time- and resource-restricted contexts. Conversely, those in many nonacademic ICUs performed long morning rounds, a fact not easily reconciled with the previous one. Academic medical centers share a mission of patient care, teaching, and research [
22], but financial pressures might promote the former to the detriment of teaching and research [
22] despite the “academic” denomination [
23]. This could be happening in Latin America, where financial challenges [
2] compete with education at all levels.
Procedural complications are a significant cause of inpatient morbidity and mortality in the ICU [
24]. In our surveyed population, self-perception of technical skills was high, especially among older and more experienced doctors. Residents tended to exhibit lower self-confidence in most procedures, but they were a minority. Our results reflect the well-known progression in skill levels after training and years of experience [
25].
Regarding septic shock management, some intensivists reported insufficient conditions to treat it adequately, mentioning drug shortages, among other reasons. Increased mortality has been observed during shortages of drugs in low-income [
26,
27] and high-income countries [
28]. High mortality of sepsis and septic shock reported in Latin America [
27,
29] could be partially explained by this.
Additionally, we considered CT scans and lactate measurements as proxies for clinical workflow and resource availability. Lactate measurement availability was acceptable overall, with some differences in public vs private hospitals. On the contrary, in private ICUs, CT scanners were much more accessible. In fact, although we did not study the relationship of these resources with any outcomes, it has been demonstrated that resource inequality is a determinant of quality of care [
30] and health outcomes in the ICU [
31,
32], especially in resource-poor settings.
Latin American intensivists preferred online resources as the source of scientific information, similar to U.S. physicians [
33]. Among our respondents, the rate of reading scientific studies was lower than reported in other studies [
34]. Because ICU academic status was not a determinant for scientific reading, knowledge acquisition seems to rely on personal interests. Most intensivists would have attended scientific meetings outside their hospitals, but they were hindered by financial and permission restrictions. This contrasts with a study involving physicians from high-income countries [
35], in which researchers reported attendance at a considerable number of meetings each year. The same study showed that congresses and conferences are preferred, which is similar to our results.
Barriers to participation in clinical research in developing countries are widely known [
36]. Two-thirds of surveyed physicians showed interest in research and published some work in a peer-reviewed journal. A study on physicians from different specialties, excluding intensivists, yielded similar results, showing that 63% of them had published articles in medical journals [
34]. Our reported participation in research is high, probably owing to the academic connections of our respondents.
End-of-life care is an area of increasing prominence in the ICU [
37], but studies have shown that, for example, appropriate relief of suffering and pain in dying patients is dissimilar in ICUs [
38]. In this field, Latin America presents regional shortcomings related to inadequate legislation, insufficient infrastructure, lack of opportunities for clinical training, unreliable reporting of data, and cultural barriers [
39]. Younger intensivists reported lower confidence than their older and more experienced colleagues in addressing these issues. A leveraging agenda must be developed to provide all intensivists with the competencies required to address these patients’ needs properly.
Job satisfaction is a multidomain perception related to many factors [
40]. We did not address it specifically but instead asked about income, which has been related to general and emotional well-being as well as job satisfaction [
40,
41]. In our study, most respondents considered their income unsatisfactory, especially female and middle-aged physicians. In a recent study in Latin America, being female was associated with lower job satisfaction as well as higher workload [
42]. How these issues interact with the expectations, rewards, and drawbacks of working as an intensivist still need to be more completely elucidated.
Our study has several limitations. The results are not generalizable to all Latin American countries. This study was performed with a convenience sample of physicians working in Latin American ICUs, predominantly academic, with respondents probably more prone to read scientific literature and to conduct research. The heading of the survey questions asked that respondents answer thinking about the ICU where they work most hours per week, but undoubtedly this could have introduced bias. We did not interrogate for burnout, moral distress, specific end-of-life care issues, or communication and management skills. In-training physicians were underrepresented in this sample, as were physicians working in ICUs without board certification. Regardless of these considerations, in the absence of previous information, this is the first description of general, individual-, and work-related characteristics of the intensivist workforce in Latin America, mainly at academic ICUs.