FGFrederico C. Guanais

Frederico C. Guanais

*This is an algorithmically generated author record based on publicly available information.

Frederico C. Guanais has a total of 40 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Relational Continuity, Care Co-Ordination, and Experienced Person-Centred Care in Primary Care of People Living with Chronic Conditions: A Multi-Level Analysis of the OECD PaRIS

    by Angel Gonzalez de la Fuente, Oscar Brito-Fernandes, Luke Allen, Nicolás Larraín, Candan Kendir, Frederico Guanais, Dionne Kringos, Michael van Den Berg

    Background: Relational continuity and care co-ordination are widely regarded as core functions of high-quality primary care, particularly for people living with chronic conditions. However, evidence on how the configuration and intensity of these functions shape patients’ experiences of person-centred care remains limited, especially across different health systems. We examined the associations of relational continuity and care co-ordination with person-centred care in primary care.Methods: We performed a secondary analysis of cross-sectional OECD Patient-Reported Indicator Surveys (PaRIS) data from adults aged 45 years or older living with one or more chronic conditions who had contact with primary care across 19 countries. The outcome was experienced person-centred care, measured using the total Person-Centred Coordinated Care Experience Questionnaire (P3CEQ; range 0–24, with higher scores indicating better person-centred care). We operationalised care co-ordination and relational continuity at three levels: For relational continuity, 0 indicated no usual provider, 1 having a usual provider, and 2 having the same usual provider for more than 5 years. For care co-ordination, 0 indicated no co-ordinator, 1 having a care co-ordinator, and 2 the care co-ordinator also being the usual provider. We fitted sequential multilevel linear regression models with random intercepts for practice and country, adjusting for patient and practice characteristics, and examined both main effects and interactions to assess whether more integrated and sustained arrangements were associated with higher person-centred care.Findings: Both relational continuity and care co-ordination were positively associated with P3CEQ scores, following a clear intensity gradient: patients reporting more integrated and sustained arrangements had higher predicted person-centred care scores. Patients reporting both a care co-ordinator and a usual provider experienced better person-centred care than those reporting neither, with adjusted predicted P3CEQ scores increasing from approximately 13·7 in the lowest-intensity configuration to 17·5 on the 24-point scale when the care co-ordinator was also the usual provider and the relationship had lasted more than 5 years (Level 2). Although most outcome variations lay at the patient level, relational continuity and care co-ordination explained proportionally higher-level variance: in the final model, individual-level residual variance was reduced by 7·0%, compared with reductions of 30·6% at practice level and 49·2% at country level. Practice-reported organisational capability measures showed small positive associations in separate models, but these attenuated after inclusion of patient-reported continuity and care co-ordination.Interpretation: Among adults living with chronic conditions, relational continuity and care co-ordination were consistently associated with better experienced person-centred care, particularly when these functions were integrated and sustained over time. Whilst our study demonstrate correlation rather than causation, these findings suggest that continuity and co-ordination are important features of primary care systems for improving how chronic care is experienced across settings.

  • Open Access

    Lessons from early implementation of the OECD’s Patient-Reported Indicator Surveys (PaRIS) in primary care: making the case for co-development and adaptation to national contexts

    by Candan Kendir, Michael van Den Berg, Frederico Guanais, Jose M Valderas, Niek Klazinga

    Candan Kendir, Michael van den Berg, Frederico Guanais, Jose M Valderas, Niek Klazinga; Lessons from early implementation of the OECD’s Patient-Reported Indicat


  • Open Access

    Patient-centered primary care and self-rated health in 6 Latin American and Caribbean countries: Analysis of a public opinion cross-sectional survey

    by Frederico Guanais, Svetlana V Doubova, Hannah H Leslie, Ricardo Perez-Cuevas, Ezequiel García-Elorrio, Margaret E Kruk

    Despite the substantial attention to primary care (PC), few studies have addressed the relationship between patients’ experience with PC and their health status in low-and middle-income countries. This study aimed to (1) test the association between overall patient-centered PC experience (OPCE) and self-rated health (SRH) and (2) identify specific features of patient-centered PC associated with better SRH (i.e., excellent or very good SRH) in 6 Latin American and Caribbean countries. We conducted a secondary analysis of a 2013 public opinion cross-sectional survey on perceptions and experiences with healthcare systems in Brazil, Colombia, El Salvador, Jamaica, Mexico, and Panama; the data were nationally representative for urban populations. We analyzed 9 features of patient-centered PC. We calculated OPCE score as the arithmetic mean of the PC features. OPCE score ranged from 0 to 1, where 0 meant that the participant did not have any of the 9 patient-centered PC experiences, while 1 meant that he/she reported having all these experiences. After testing for interaction on the additive scale, we analyzed countries pooled for aim 1, with an interaction term for Mexico, and each country separately for aim 2. We used multiple Poisson regression models double-weighted by survey and inverse probability weights to deal with the survey design and missing data. The study included 6,100 participants. The percentage of participants with excellent or very good SRH ranged from 29.5% in Mexico to 52.4% in Jamaica. OPCE was associated with reporting excellent or very good SRH in all countries: adjusting for socio-demographic and health covariates, patients with an OPCE score of 1 in Brazil, Colombia, El Salvador, Jamaica, and Panama were more likely to report excellent or very good SRH than those with a score of 0 (adjusted prevalence ratio [aPR] 1.61, 95% CI 1.37–1.90, p < 0.001); in Mexico, this association was even stronger (aPR 4.27, 95% CI 2.34–7.81, p < 0.001). The specific features of patient-centered PC associated with better SRH differed by country. The perception that PC providers solve most health problems was associated with excellent or very good SRH in Colombia (aPR 1.38, 95% CI 1.01–1.91, p = 0.046) and Jamaica (aPR 1.21, 95% CI 1.02–1.43, p = 0.030). Having a provider who knows relevant medical history was positively associated with better SRH in Mexico (aPR 1.47, 95% CI 1.03–2.12, p = 0.036) but was negatively associated with better SRH in Brazil (aPR 0.71, 95% CI 0.56–0.89, p = 0.003). Finally, easy contact with PC facility (Mexico: aPR 1.35, 95% CI 1.04–1.74, p = 0.023), coordination of care (Mexico: aPR 1.53, 95% CI 1.19–1.98, p = 0.001), and opportunity to ask questions (Brazil: aPR 1.42, 95% CI 1.11–1.83, p = 0.006) were each associated with better SRH. The main study limitation consists in the analysis being of cross-sectional data, which does not allow making causal inferences or identifying the direction of the association between the variables. Overall, a higher OPCE score was associated with better SRH in these 6 Latin American and Caribbean countries; associations between specific characteristics of patient-centered PC and SRH differed by country. The findings underscore the importance of high-quality, patient-centered PC as a path to improved population health.


  • Understanding public perception of the need for major change in Latin American healthcare systems

    by Ricardo Pérez-Cuevas, Frederico C. Guanais, Svetlana V. Doubova, Leonardo Pinzón, Luis Tejerina, Diana Pinto Masis, Marcia Rocha, Donna O. Harris, James Macinko

    The opinions and experiences of the public regarding health services are valuable insights into identifying opportunities to improve healthcare systems. We analyzed the 2012-2013 Public Opinion Health Policy Survey carried out in Brazil (n = 1486), Colombia (n = 1485), El Salvador (n = 1460), Jamaica (n = 1480), México (n = 1492) and Panama (n = 1475). In these countries between 82 and 96% of participants perceived that their health systems needed fundamental changes. The most frequent barrier to access to healthcare was lack of the primary medical home, difficulties in obtaining medical care during the weekends and financial barriers. Type of health insurance and challenges in obtaining medical care during the weekends were associated with an increased opinion for the need for fundamental changes in healthcare systems, whereas having a primary medical home showed a protective effect. Focusing on tackling organizational and financial barriers and ensuring access to a primary medical home should be placed on the agenda of Latin American countries.


  • Gaps In Primary Care And Health System Performance In Six Latin American And Caribbean Countries

    by James Macinko, Frederico C. Guanais, Pricila Mullachery, Geronimo Jimenez

    The rapid demographic and epidemiological transitions occurring in Latin America and the Caribbean have led to high levels of noncommunicable diseases in the region. In addition to reduced risk factors for chronic conditions, a strong health system for managing chronic conditions is vital. This study assessed the extent to which populations in six Latin American and Caribbean countries receive high-quality primary care, and it examined the relationship between experiences with care and perceptions of health system performance. We applied a validated survey on access, use, and satisfaction with health care services to nationally representative samples of the populations of Brazil, Colombia, El Salvador, Jamaica, Mexico, and Panama. Respondents reported considerable gaps in the ways in which primary care is organized, financed, and delivered. Nearly half reported using the emergency department for a condition they considered treatable in a primary care setting. Reports of more primary care problems were associated with worse perceptions of health system performance and quality and less receipt of preventive care. Urgent attention to primary care performance is required as the region’s population continues to age at an unprecedented rate.


  • Open Access

    Transforming Global Health by Improving the Science of Scale-Up

    by Margaret E. Kruk, Gavin Yamey, Sonia Y. Angell, Alix Beith, Daniel Cotlear, Frederico Guanais, Lisa Jacobs, Helen Saxenian, Cesar Victora, Eric Goosby

    In its report Global Health 2035, the Commission on Investing in Health proposed that health investments can reduce mortality in nearly all low- and middle-income countries to very low levels, thereby averting 10 million deaths per year from 2035 onward. Many of these gains could be achieved through scale-up of existing technologies and health services. A key instrument to close this gap is policy and implementation research (PIR) that aims to produce generalizable evidence on what works to implement successful interventions at scale. Rigorously designed PIR promotes global learning and local accountability. Much greater national and global investments in PIR capacity will be required to enable the scaling of effective approaches and to prevent the recycling of failed ideas. Sample questions for the PIR research agenda include how to close the gap in the delivery of essential services to the poor, which population interventions for non-communicable diseases are most applicable in different contexts, and how to engage non-state actors in equitable provision of health services in the context of universal health coverage.


  • Open Access

    Attributes of patient-centered primary care associated with the public perception of good healthcare quality in Brazil, Colombia, Mexico and El Salvador

    by Svetlana V Doubova, Frederico C Guanais, Ricardo Pérez-Cuevas, David Canning, James Macinko, Michael R Reich

    This study evaluated primary care attributes of patient-centered care associated with the public perception of good quality in Brazil, Colombia, Mexico and El Salvador. We conducted a secondary data analysis of a Latin American survey on public perceptions and experiences with healthcare systems. The primary care attributes examined were access, coordination, provider–patient communication, provision of health-related information and emotional support. A double-weighted multiple Poisson regression with robust variance model was performed. The study included between 1500 and 1503 adults in each country. The results identified four significant gaps in the provision of primary care: not all respondents had a regular place of care or a regular primary care doctor (Brazil 35.7%, Colombia 28.4%, Mexico 22% and El Salvador 45.4%). The communication with the primary care clinic was difficult (Brazil 44.2%, Colombia 41.3%, Mexico 45.1% and El Salvador 56.7%). There was a lack of coordination of care (Brazil 78.4%, Colombia 52.3%, Mexico 48% and El Salvador 55.9%). Also, there was a lack of information about healthy diet (Brazil 21.7%, Colombia 32.9%, Mexico 16.9% and El Salvador 20.8%). The public’s perception of good quality was variable (Brazil 67%, Colombia 71.1%, Mexico 79.6% and El Salvador 79.5%). The primary care attributes associated with the perception of good quality were a primary care provider ‘who knows relevant information about a patient’s medical history’, ‘solves most of the health problems’, ‘spends enough time with the patient’, ‘coordinates healthcare’ and a ‘primary care clinic that is easy to communicate with’. In conclusion, the public has a positive perception of the quality of primary care, although it has unfulfilled expectations; further efforts are necessary to improve the provision of patient-centered primary care services in these four Latin American countries.


  • Open Access

    Population experiences of primary care in 11 Organization for Economic Cooperation and Development countries

    by James Macinko, Frederico C. Guanais

    Objective To develop a measure of individual user assessments of primary care and test its association with health system performance and quality indicators. Design Cross-sectional analysis of secondary survey data collected in 2013. Setting Australia, Canada, France, Germany, Netherlands, New Zealand, Norway, Sweden, Switzerland, the UK and the USA. Study Participants 20 045 respondents. Main Outcome Measures Individual report of financial protection (out of pocket expenses over USD 1000), lack of receipt of appropriate/timely care (use of the emergency room in the past 2 years, having consulted three of more doctors in the past year) and clinical prevention (blood pressure check in past year, cholesterol checked in the past 5 years, receipt of influenza vaccination in past year and report of any medical error). Methods A score of users' primary care experiences was constructed from 14 individual survey questions. Multivariable Poisson and augmented inverse-probability weighted regression assess the relationship between the primary care experience score and outcomes. Results Countries differed regarding the proportion of the population experiencing problems with primary care. In analyses controlling for age, sex, health status, chronic disease, income level and health insurance, users experiencing poorer primary care were significantly more likely to report significant out of pocket expenses, emergency room use in the past 2 years, having consulted more than three doctors in the past year, lower likelihood of blood pressure or cholesterol screening, an annual flu shot and higher reports of medical error. Conclusions The measure of individual primary care experience can be used to differentiate among different country's primary care approaches and is strongly associated with overall health system performance and quality indicators.


  • Efectos combinados de la ampliación de la atención primaria de salud y de las transferencias condicionadas de dinero en efectivo sobre la mortalidad infantil en Brasil, 1998–2010

    by Frederico C. Guanais

    Objetivos. Examiné los efectos combinados del acceso a la atención primaria mediante el Programa de Salud Familiar (PSF) y las transferencias condicionadas de dinero en efectivo del Programa Bolsa Familia (PBF) sobre la mortalidad infantil posneonatal (MIPN) en Brasil. Métodos. Empleé un análisis ecológico longitudinal usando datos en panel de 4 583 municipios brasileños de 1998 al 2010, con 54 253 observaciones en total. Estimé modelos de regresión de efectos fijos por mínimos cuadrados ordinarios, con la tasa de MIPN como la variable dependiente y el PSF, el PBF y sus interacciones como las principales variables independientes de interés. Resultados. La asociación de una mayor cobertura del PSF con una menor tasa de MIPN se volvió más fuerte conforme aumentaba la cobertura del PBF. En los promedios de todas las demás variables, cuando la cobertura de PBF era 25%, la MIPN predicha fue 5,24 (intervalo de confianza [IC] de 95% = 4,95, 5,53) para una cobertura del PSF de 0%, y de 3,54 (IC de 95% = 2,77, 4,31) para una cobertura del PSF de 100%. Cuando la cobertura del PBF era de 60%, la MIPN predicha fue 4,65 (IC de 95% = 4,36, 4,94) para una cobertura del PSF de 0%, y de 1,38 (IC de 95% = 0,88, 1,89) para una cobertura del PSF de 100%. Conclusiones. El efecto del PSF depende de la ampliación del PBF. Para las poblaciones empobrecidas y subatendidas, la combinación de intervenciones tanto del lado de la oferta como del lado de la demanda podría ser necesaria para mejorar los resultados en salud.


  • The Combined Effects of the Expansion of Primary Health Care and Conditional Cash Transfers on Infant Mortality in Brazil, 1998–2010

    by Frederico C. Guanais

    Objectives. I examined the combined effects of access to primary care through the Family Health Program (FHP) and conditional cash transfers from the Bolsa Familia Program (BFP) on postneonatal infant mortality (PNIM) in Brazil.Methods. I employed longitudinal ecological analysis using panel data from 4583 Brazilian municipalities from 1998 to 2010, totaling 54 253 observations. I estimated fixed-effects ordinary least squares regressions models with PNIM rate as the dependent variable and FHP, BFP, and their interactions as the main independent variables of interest.Results. The association of higher FHP coverage with lower PNIM became stronger as BFP coverage increased. At the means of all other variables, when BFP coverage was 25%, predicted PNIM was 5.24 (95% confidence interval [CI] = 4.95, 5.53) for FHP coverage = 0% and 3.54 (95% CI = 2.77, 4.31) for FHP coverage = 100%. When BFP coverage was 60%, predicted PNIM was 4.65 (95% CI = 4.36, 4.94) when FHP coverage = 0% and 1.38 (95% CI = 0.88, 1.89) when FHP coverage = 100%.Conclusions. The effect of the FHP depends on the expansion of the BFP. For impoverished, underserved populations, combining supply- and demand-side interventions may be necessary to improve health outcomes.