Fernán Gonzalez Bernaldo de Quirós

Building A Health Informatics Workforce In Developing Countries

Information and communication technology can be used to improve the quality and safety of health care and to lower costs. But in both developed and developing countries, there is an inadequate supply of skilled individuals who have the technical skills to use this technology to improve health care. Some studies project workforce needs of tens of thousands in English-speaking developed countries, but it is not known what size workforce will be required in the developing world. It is important to identify and develop the skills, training, and competencies-consistent with local cultures, languages, and health systems-that will be needed to realize the full benefits of these technologies. We present a framework for answering these questions and for developing estimates of the size and scope of the workforce that may be needed.

Health Informatics in Developing Countries: Going beyond Pilot Practices to Sustainable Implementations: A Review of the Current Challenges

Objectives Information technology is an essential tool to improve patient safety and the quality of care, and to reduce healthcare costs. There is a scarcity of large sustainable implementations in developing countries. The objective of this paper is to review the challenges faced by developing countries to achieve sustainable implementations in health informatics and possible ways to address them. Methods In this non-systematic review of the literature, articles were searched using the keywords medical informatics, developing countries, implementation, and challenges in PubMed, LILACS, CINAHL, Scopus, and EMBASE. The authors, after reading the literature, reached a consensus to classify the challenges into six broad categories. Results The authors describe the problems faced by developing countries arising from the lack of adequate infrastructure and the ways these can be bypassed; the fundamental need to develop nationwide e-Health agendas to achieve sustainable implementations; ways to overcome public uncertainty with respect to privacy and security; the difficulties shared with developed countries in achieving interoperability; the need for a trained workforce in health informatics and existing initiatives for its development; and strategies to achieve regional integration. Conclusions Central to the success of any implementation in health informatics is knowledge of the challenges to be faced. This is even more important in developing countries, where uncertainty and instability are common. The authors hope this article will assist policy makers, healthcare managers, and project leaders to successfully plan their implementations and make them sustainable, avoiding unexpected barriers and making better use of their resources.

Factors associated with nonattendance at clinical medicine scheduled outpatient appointments in a university general hospital

Introduction Nonattendance at scheduled outpatient appointments for primary care is a major health care problem worldwide. Our aim was to estimate the prevalence of nonattendance at scheduled appointments for outpatients seeking primary care, to identify associated factors and build a model that predicts nonattendance at scheduled appointments. Methods A cohort study of adult patients, who had a scheduled outpatient appointment for primary care, was conducted between January 2010 and July 2011, at the Italian Hospital of Buenos Aires. We evaluated the history and characteristics of these patients, and their scheduling and attendance at appointments. Patients were divided into two groups: those who attended their scheduled appointments, and those who did not. We estimated the odds ratios (OR) and corresponding 95% confidence intervals (95% CI), and generated a predictive model for nonattendance, with logistic regression, using factors associated with lack of attendance, and those considered clinically relevant. Alternative models were compared using Akaike’s Information Criterion. A generation cohort and a validation cohort were assigned randomly. Results Of 113,716 appointments included in the study, 25,687 were missed (22.7%; 95% CI: 22.34%–22.83%). We found a statistically significant association between nonattendance and age (OR: 0.99; 95% CI: 0.99–0.99), number of issues in the personal health record (OR: 0.98; 95% CI: 0.98–0.99), time between the request for and date of appointment (OR: 1; 95% CI: 1–1), history of nonattendance (OR: 1.07; 95% CI: 1.07–1.07), appointment scheduled later than 4 pm (OR: 1.30; 95% CI: 1.24–1.35), and specific days of the week (OR: 1.00; 95% CI: 1.06–1.1). The predictive model for nonattendance included characteristics of the patient requesting the appointment, the appointment request, and the actual appointment date. The area under the receiver operating characteristic curve of the predictive model in the generation cohort was 0.892 (95% CI: 0.890–0.894). Conclusion Evidence related to patient characteristics, and the identification of appointments with a higher likelihood of nonattendance, should promote guided strategies to reduce the rate of nonattendance, as well as to future research on this topic. The use of predictive models could further guide management strategies to reduce the rate of nonattendance.

Mild prolonged chronic hyponatremia and risk of hip fracture in the elderly.

BACKGROUND Hip fractures are among the most serious bone fractures in the elderly, producing significant morbidity and mortality. Several observational studies have found that mild hyponatremia can adversely affect bone, with fractures occurring as a potential complication. We examined if there is an independent association between prolonged chronic hyponatremia (>90 days duration) and risk of hip fracture in the elderly. METHODS We performed a retrospective cohort study in adults >60 years of age from a prepaid health maintenance organization who had two or more measurements of plasma sodium between 2005 and 2012. The incidence of hip fractures was assessed in a very restrictive population: subjects with prolonged chronic hyponatremia, defined as plasma sodium values <135 mmol/L, lasting >90 days. Multivariable Cox regression was performed to determine the hazard ratio (HR) for hip fracture risk associated with prolonged chronic hyponatremia after adjustment for the propensity to have hyponatremia, fracture risk factors and relevant baseline characteristics. RESULTS Among 31 527 eligible patients, only 228 (0.9%) had prolonged chronic hyponatremia. Mean plasma sodium was 132 ± 5 mmol/L in hyponatremic patients and 139 ± 3 mmol/L in normonatremic patients (P < 0.001). The absolute risk for hip fracture was 7/282 in patients with prolonged chronic hyponatremia and 411/313 299 in normonatremic patients. Hyponatremic patients had a substantially elevated rate of hip fracture [adjusted HR 4.52 (95% CI 2.14-9.6)], which was even higher in those with moderate hyponatremia (<130 mmol/L) [adjusted HR 7.61 (95% CI 2.8-20.5)]. CONCLUSION Mild prolonged chronic hyponatremia is independently associated with hip fracture risk in the elderly population, although the absolute risk is low. However, proof that correcting hyponatremia will result in a reduction of hip fractures is lacking.

Performance of the Wells score in patients with suspected pulmonary embolism during hospitalization: a delayed-type cross sectional study in a community hospital.

INTRODUCTION The role of the Wells score for patients who develop signs and symptoms of pulmonary embolism (PE) during hospitalization has not been sufficiently validated. The aim of this study is to evaluate the performance of the Wells score for inpatients with suspected PE and to evaluate the prevalence of pulmonary embolism. MATERIALS AND METHODS We conducted a cross sectional study nested in the prospective Institutional Registry of Thromboembolic Disease at Hospital Italiano de Buenos Aires from June 2006 to March 2011. We included patients who developed symptoms of pulmonary embolism during hospitalization. Patients were stratified based on the Wells score as PE likely (>4 points) or PE unlikely (≤4 points). The presence of pulmonary embolism was defined by pre-specified criteria. RESULTS Six hundred and thirteen patients met the inclusion criteria, with an overall prevalence of PE of 36%. Two hundred and nineteen (34%) were classified as PE likely and 394 (66%) as PE unlikely with a prevalence of PE of 66% and 20%, respectively. The Wells score showed a sensitivity of 65 (95% CI 59-72), specificity 81 (95% CI 77-85), positive predictive value 66 (95% CI 60-72) and negative predictive value 80 (95% CI 77-84). CONCLUSIONS The Wells Score is accurate to predict the probability of PE in hospitalized patients and this population had a higher prevalence of PE than other cohorts. However, the score is not sufficiently predictive to rule out a potentially fatal disorder.

Physicians Perceptions of an Educational Support System Integrated into an Electronic Health Record

The purpose of this study is to determine the perceptions by physicians of an educational system integrated into an electronic health record (EHR). Traditional approaches to continuous medical education (CME) have not shown improvement in patient health care outcomes. Hospital Italiano de Buenos Aires (HIBA) has implemented a system that embeds information pearls into the EHR, providing learning opportunities that are integrated into the patient care process. This study explores the acceptability and general perceptions of the system by physicians when they are in the consulting room. We interviewed 12 physicians after one or two weeks of using this CME system and we performed a thematic analysis of these interviews. The themes that emerged were use and ease of use of the system; value physicians gave to the system; educational impact on physicians; respect for the individual learning styles; content available in the system; and barriers that were present or absent for using the CME system. We found that the integrated CME system developed at HIBA was well accepted and perceived as useful and easy to use. Future work will involve modifications to the system interface, expansion of the content offered and further evaluation.

Predictive score for estimating cancer after venous thromboembolism: a cohort study

BackgroundVenous thromboembolism (VTE) has been associated with a higher risk of developing malignancy and mortality, and patients with VTE may therefore benefit from increased surveillance. We aimed to construct a clinical predictive score that could classify patients with VTE according to their risk for developing these outcomes.MethodsObservational cohort study using an existing clinical registry in a tertiary academic teaching hospital in Buenos Aires, Argentina. 1264 adult patients greater than 17 years of age presented new VTE between June 2006 and December 2011 and were included in the registry. We excluded patients with previous or incident cancer, those who died during the first month, and those with less than one year of follow up (< 5%). 540 patients were included. Primary outcome was new cancer diagnosis during one year of follow-up, secondary composite outcome was any new cancer diagnosis or death. The score was developed using a multivariable logistic regression model to predict cancer or death.ResultsDuring follow-up, one-quarter (26.4%) of patients developed cancer (9.2%) or died (23.7%). Patients with the primary outcome had more comorbidities, were more likely to have previous thromboembolism and less likely to have recent surgery. The final score developed for predicting cancer alone included previous episode of VTE, recent surgery and comorbidity (Charlson comorbidity score), [AUC of 0.75 (95% CI 0.66-0.84) and 0.79 (95% CI 0.63-0.95) in the derivation and validation cohorts, respectively]. The version of this score developed to predict cancer or death included age, albumin level, comorbidity, previous episode of VTE, and recent surgery [AUC = 0.72 (95% CI 0.66-0.78) and 0.71 (95% CI 0.63-0.79) in the derivation and validation cohorts, respectively].ConclusionsA simple clinical predictive score accurately estimates patients’ risk of developing cancer or death following newly diagnosed VTE. This tool could be used to help reassure low risk patients, or to identify high-risk patients that might benefit from closer surveillance and additional investigations.Trial registrationClinicalTrials.gov: NCT01372514.

Modificaciones en las perspectivas de los médicos sobre el registro médico electrónico: investigación cualitativa longitudinal

Objetivos: Conocer las creencias de los medicos sobre un registro medico electronico para la atencion ambulatoria en diferentes etapas del proceso de implementacion del sistema. Metodos: Investigacion cualitativa longitudinal basada en entrevistas en profundidad (desde julio de 2001 hasta diciembre de 2003), desarrolladas en el Hospital Italiano de Buenos Aires (Argentina). Se entrevisto a 20 cardiologos de atencion ambulatoria con perfiles profesionales diversos (muestreo intencional) antes, durante y al finalizar la implementacion del sistema (10 entrevistas por etapa). El analisis fue realizado por 2 investigadores independientes y las categorias refinadas conjuntamente. Resultados: Antes y durante la primera etapa de la implementacion los medicos esperaban que el sistema mejorara los procesos administrativos de la atencion y la disponibilidad de los datos individuales que cada uno habia registrado en consultas anteriores, pero no imaginaban que la informacion colectiva pudiera modificar los aspectos medicos de la atencion. Al finalizar la implementacion, en cambio, percibieron que el sistema les permitia acceder a una vision integral del paciente que modificaba el desempeno profesional. Durante la implementacion, los medicos opusieron el contacto con el paciente a la interaccion con el ordenador, oposicion que les impide categorizar su uso como parte del acto medico y considerar los datos del sistema como signos directos del paciente. Conclusiones: Con la implementacion, los medicos modificaron su perspectiva sobre el registro medico electronico, llegando a percibirlo como un auxiliar para la practica medica. El valor que se asigna al sistema depende de su relevancia dentro del marco institucional.

Incidence rate of amyloidosis in patients from a medical care program in Buenos Aires, Argentina: a prospective cohort

Abstract Background: There are limited data concerning the incidence density (ID) of ATTRwt, AL and AA amyloidosis in the Argentinean population. Our aim was to estimate the ID of ATTRwt, AL and AA amyloidosis at the Hospital Italiano Medical Care Program in Buenos Aires, Argentina. Methods: Population was all members of a hospital-based health maintenance organization who were affiliated since January 2006 to December 2014. Each person was followed contributing time at risk since January 2006 or enrollment date to the final date. Incident cases of amyloidosis were captured from the institutional registry of amyloidosis. Incidence rate was calculated with 95% confidence intervals. Results: During the nine-year study period, there were 15 patients with ATTRwt, 12 with AL and 2 with AA amyloidosis for 1 105 152 person-years of follow-up. The crude ID of ATTRwt amyloidosis was 13.5 (95%CI 8.1–22.4), that of AL amyloidosis 11 (95%CI: 6–19) and that of AA amyloidosis 1.8 (95%CI: 0.5–7.2) per 1 000 000 person-years. The highest ID was found in men (31.7 for ATTRwt, 15.9 for AL and 2.27 for AA amyloidosis per 1 000 000 person-years). The ID adjusted to the population of the city of Buenos Aires was 6.46 (95%CI: 3.17–9.74) for ATTRwt, 6.13 (95%CI: 2.57–9.7) for AL and 1.21 (95%CI: 0.56 to 2.99) for AA amyloidosis. Conclusions: This is the first paper to report the incidence density of ATTRwt, AL and AA amyloidosis in Latin America. Our results are consistent with other studies from other regions. Although systemic amyloidosis is a rare disease, it is a major health problem because of its morbi-mortality.

10x10 comes full circle: Spanish version back to United States in Puerto Rico.

The adaptation of the 10x10 certificate program in health information systems for a Puerto Rican audience is described. The 10x10 program was initially developed in the USA by the Oregon Health Sciences University (OHSU), then adapted to Latin America by Hospital Italiano de Buenos Aires. Puerto Rico is in the intersection of the United States and Latin America, in terms of government, health care system, culture and language. Therefore, it seemed reasonable to re-adapt the program back to the USA, in Spanish, taking into account these facts and the experience of the team in delivering blended learning adapted to local needs. Forty professionals from Puerto Rico are currently taking the first version of the course, supported by the Regional Extension Center for Puerto Rico and the US Virgin Islands, and endorsed by the American Medical Informatics Association (AMIA).