End-stage renal disease-financial costs and years of life lost in Panama: a cost-analysis study.

OBJECTIVES: Central America is a region with an elevated burden of chronic kidney disease (CKD); however, the cost of treatment for end-stage renal disease (ESRD) remains an understudied area. This study aimed to investigate the direct costs associated with haemodialysis (HD) and peritoneal dialysis (PD) in public and private institutions in Panama in 2015, to perform a 5-year budget impact analysis and to calculate the years of life lost (YLL) due to CKD. DESIGN: A retrospective cost-analysis study using hospital costs and registry-based data. SETTING: Data on direct costs were derived from the public and private sectors from two institutions from Panama. Data on CKD-related mortality were obtained from the National Mortality Registry. METHODS: A budget impact analysis was performed from the payer perspective, and five scenarios were estimated, with the assumption that the mix of dialysis modality use shifts towards a greater use of PD over time. The YLL due to CKD was calculated using data recorded between 1 January 2015 and 31 December 2015. The linear method was utilised for the analyses with the population aged 20-77 years old. RESULTS: In 2015, the total costs for dialysis in the public sector ranged from ~US$7.9 million (PD) to US$62 million (HD). The estimated costs were higher in the scenario in which a decrease in PD was assumed. The average annual loss due to CKD was 25 501 808.40 US$-YLL. CONCLUSION: ESRD represents a major challenge for Panama. Our results suggest that an increased use of PD might provide an opportunity to substantially lower overall ESRD treatment costs.

Social determinants and cardiovascular disease mortality in Panama, 2012-2016.

BACKGROUND: The aims of this study were to determine the geographic and time variation of social determinants of health (SDH) and cardiovascular disease (CVD) mortality in Panama from 2012 to 2016, and to identify which of the SDH has the strongest correlation with a socioeconomic index (SEI). METHODS: We conducted an ecological study obtaining mortality from the National Mortality Register and socioeconomic variables derived from the National Household Survey (NHS). The International Classification of Diseases 10th revision codes I20-I25 and I60-I69 were used for ischemic heart disease (IHD) and stroke, respectively. Standardized age-adjusted mortality rates were calculated by direct method. Mortality rates and socioeconomic variables were evaluated together in a panel data model. A SEI was developed from factorial analysis by principal components with a polychoric correlation matrix. Provinces and regions were categorized in tertiles according to median value of the SEI score. RESULTS: The NHS evaluated an average of 15,919 households per year. The mean of age throughout the study period was 41 years. The average monthly income increased, from US$ (SD) 331.94 (5.38) in 2012, to 406.24 (5.81) in 2016, whereas the social security health coverage remained in a range of 57-58%. The mean number of school years was twelve. Significant geographical and temporal variations in social determinants and mortality rates were observed throughout the country. Colon, categorized in the middle tertile according to the SEI, presented higher IHD mortality rates. Darién (in the lowest SEI tertile) Colón and Herrera had higher stroke mortality rates. The SEI categorized indigenous territories in the lowest tertile. Total years of education was the strongest correlated variable with the SEI, when we excluded the population living in indigenous territories. However, when this population was included, social security coverage had the strongest correlation with the SEI. CONCLUSION: We observed geographical and temporal disparities in SDH and CVD mortality rates. Further epidemiological studies are warranted in the provinces of Colón, Darien, Herrera and Los Santos to explore in-depth the higher CVD mortality rates observed in these provinces.

Análisis de los Determinantes Socioeconómicos del Gasto de Bolsillo en Medicamentos en Seis Zonas Geográficas de Panamá.

OBJETIVO: Caracterizar el gasto de bolsillo privado en medicamentos en función de los determinantes sociodemográficos y socioeconómicos. MATERIALES Y MéTODOS: La fuente de datos es la Encuesta de Gasto de Bolsillo en Medicamentos de 2014. Se caracterizó el gasto de bolsillo privado mediante variables explicativas sociodemográficas (SOD) y socioeconómicas (SES). Se hizo análisis factorial por componentes principales, regresión logística y lineal simple. RESULTADOS: Los Odds Ratio demuestran que la educación y la zona geográfica son determinantes fundamentales que inciden en el gasto de bolsillo. Los medicamentos son productos necesarios, en adición a que el gasto de bolsillo aumenta a un promedio del 2% por cada año de vida cronológica adicional. CONCLUSIONES: Existe mayor vulnerabilidad en las zonas más pauperizadas respecto del acceso a medicamentos, en especial en las indígenas e implica un mayor riesgo de gasto catastrófico a menor ingreso ante la mayor prevalencia de enfermedades crónicas.

[Quitting smoking and willingness to pay for cessation in Panama]. / Quiénes quieren dejar fumar y su disposición a pagar por cesación en Panamá.

OBJECTIVE:: To characterize the desire for cessation and willingness to pay for abandonment therapy. MATERIALS AND METHODS:: The data source is the Global Adult Tobacco Survey (GATS). Cessation and willingness to pay were characterized by sociodemographic (SD) and socioeconomic (SE) variables. Logistic regressions were performed to estimate associations. RESULTS:: A greater desire for cessation was observed in variables: women, education, non-governmental and inactive employees, rural areas, occasional smokers and middle income, and greater willingness to pay, in: education, over 60 years old, non-governmental, self-employed, urban area, occasional smokers and low median income. CONCLUSIONS:: There is a high relation between the desire for abandonment, and willingness to pay with SD and SE variables. Cessation therapies can be applied in work centers, and require a change of focus in the intervention.

[Socioeconomic factors associated with the illegal purchase of tobacco products in Panama]. / Factores socioeconómicos asociados con la compra ilegal de productos de tabaco en Panamá.

OBJECTIVE:: To characterize the illegal purchase of tobacco products in Panama and the ssocation with sociodemographic and socioeconomic variables. MATERIALS AND METHODS:: Study population derived from the Global Adult Tobacco Survey (GATS) conducted in 2013. The association of sociodemographic and socioeconomic variables with illegal purchase of tobacco products was estimated by means of logistic regression models. RESULTS:: Men, age group 15 to 39, no formal education, non-governmental, inactive employees,current smoking, lowest quintile of income and living in rural areas were factors associated with the illegal purchase of tobacco products. CONCLUSIONS.: Sociodemographic and socioeconomic factors play an important role in the illegal purchase of tobacco products. These results suggest the importance of surveillance over illicit trade and of the effective implementation of the current laws.

Factores socioeconómicos asociados con la compra ilegal de productos de tabaco en Panamá / Socioeconomic factors associated with the illegal purchase of tobacco products in Panama

Resumen: Objetivo: Caracterizar la compra ilegal de productos derivados del tabaco y su asociación con variables sociodemográficas y socioeconómicas. Material y métodos: La fuente de datos es la Encuesta undial de Tabaco en Adultos de 2013. Se caracterizó la compra ilícita mediante variables sociodemográficas (SOD) y socioeconómicas (SES). Se utilizaron modelos de regresión logística. Resultados: Se encontraron asociaciones de las variables SOD y SES con compra ilegal, particularmente en hombres; grupo etario de 15 a 39 años, educación no formal, empleado de gobierno e inactivos, área urbana, fumador diario y en el primer quintil de ingresos. Conclusiones: Las variables SOD y SES influyen en la compra ilícita. Es importante la vigilancia del comercio ilícito en el segmento minorista y la aplicación efectiva de las normas vigentes.

Abstract: Objective: To characterize the illegal purchase of tobacco products in Panama and the ssocation with sociodemographic and socioeconomic variables. Materials and methods: Study population derived from the Global Adult Tobacco Survey (GATS) conducted in 2013. The association of sociodemographic and socioeconomic variables with illegal purchase of tobacco products was estimated by means of logistic regression models. Results: Men, age group 15 to 39, no formal education, non-governmental, inactive employees,current smoking, lowest quintile of income and living in rural areas were factors associated with the illegal purchase of tobacco products. Conclusions. Sociodemographic and socioeconomic factors play an important role in the illegal purchase of tobacco products. These results suggest the importance of surveillance over illicit trade and of the effective implementation of the current laws.

Quiénes quieren dejar fumar y su disposición a pagar por cesación en Panamá / Quitting smoking and willingness to pay for cessation in Panama

Resumen: Objetivo: Caracterizar el deseo de cesación y disposición al pago por una terapia de abandono de consumo de tabaco. Material y métodos: La fuente de los datos es la Encuesta Mundial de Tabaco en Adultos (EMTA). Se caracterizó la cesación y la disposición al pago mediante variables sociodemográficas (SOD) y socioeconómicas (SES). Se realizaron regresiones logísticas para estimar asociaciones. Resultados: El mayor deseo de cesación se observó en las mujeres, aspecto educativo, empleado no gubernamental e inactivo, zona rural, fumadores ocasionales, ingresos medios y la mayor disposición al pago, en educación, mayores de 60 años, empleado no gubernamental y cuenta propia, zona urbana, fumadores ocasionales e ingreso medio bajo. Conclusiones: Existe una alta relación entre el deseo de abandono y la disposición al pago con las variables SOD y SES. Las terapias de cesación pueden aplicarse en centros de trabajo y exigen un cambio de enfoque en la intervención.

Abstract: Objective: To characterize the desire for cessation and willingness to pay for abandonment therapy. Materials and methods: The data source is the Global Adult Tobacco Survey (GATS). Cessation and willingness to pay were characterized by sociodemographic (SD) and socioeconomic (SE) variables. Logistic regressions were performed to estimate associations. Results: A greater desire for cessation was observed in variables: women, education, non-governmental and inactive employees, rural areas, occasional smokers and middle income, and greater willingness to pay, in: education, over 60 years old, non-governmental, self-employed, urban area, occasional smokers and low median income. Conclusions: There is a high relation between the desire for abandonment, and willingness to pay with SD and SE variables. Cessation therapies can be applied in work centers, and require a change of focus in the intervention.

Diabetes mortality in Panama and related biological and socioeconomic risk factors.

OBJECTIVE: To estimate mortality from diabetes mellitus (DM) for the period 2001-2011 in the Republic of Panama, by province/indigenous territory, and determine its relationship with biological and socioeconomic risk factors. METHODS: Cases for the years 2001-2011 with DM listed as the principal cause of death were selected from Panama's National Mortality Registry. Crude and adjusted mortality rates were generated by sex, age, and geographic area. Linear regression analyses were performed to determine the relationship between DM mortality and biological and socioeconomic risk factors. A composite health index (CHI) calculated from biological and socioeconomic risk factors was estimated for each province/indigenous territory in Panama. RESULTS: DM mortality rates did not increase for men or women during 2001-2011. Of the biological risk factors, being overweight had the strongest association with DM mortality. Of the socioeconomic risk factors, earning less than US$ 100 per month had the strongest association with DM mortality. The highest socioeconomic CHI scores were found in a province that is predominantly rural and in areas with indigenous populations. The highest biological CHI scores were found in urban-rural provinces and those with the highest percentage of elderly people. CONCLUSIONS: Regional disparities in the association between DM mortality and DM risk factors reaffirm the heterogeneous composition of the Panamanian population and the uneven distribution of biological and social determinant risk factors in the country and point to the need to vary management strategies by geographic area for this important cause of disability and death in Panama.

Diabetes mortality in Panama and related biological and socioeconomic risk factors / Mortalidad por diabetes en Panamá y factores de riesgo biológicos y socioeconómicos relacionados con la enfermedad

OBJECTIVE: To estimate mortality from diabetes mellitus (DM) for the period 2001-2011 in the Republic of Panama, by province/indigenous territory, and determine its relationship with biological and socioeconomic risk factors. METHODS: Cases for the years 2001-2011 with DM listed as the principal cause of death were selected from Panama's National Mortality Registry. Crude and adjusted mortality rates were generated by sex, age, and geographic area. Linear regression analyses were performed to determine the relationship between DM mortality and biological and socioeconomic risk factors. A composite health index (CHI) calculated from biological and socioeconomic risk factors was estimated for each province/indigenous territory in Panama. RESULTS: DM mortality rates did not increase for men or women during 2001-2011. Of the biological risk factors, being overweight had the strongest association with DM mortality. Of the socioeconomic risk factors, earning less than US$ 100 per month had the strongest association with DM mortality. The highest socioeconomic CHI scores were found in a province that is predominantly rural and in areas with indigenous populations. The highest biological CHI scores were found in urban-rural provinces and those with the highest percentage of elderly people. CONCLUSIONS: Regional disparities in the association between DM mortality and DM risk factors reaffirm the heterogeneous composition of the Panamanian population and the uneven distribution of biological and social determinant risk factors in the country and point to the need to vary management strategies by geographic area for this important cause of disability and death in Panama.

OBJETIVO: Calcular la mortalidad por diabetes sacarina durante el período del 2001 al 2011 en la República de Panamá por provincias o comarcas indígenas, y determinar su relación con los factores de riesgo biológicos y socioeconómicos de aparición de la enfermedad. MÉTODOS: Se escogieron del Registro Nacional de Mortalidad de Panamá del 2001 al 2011 los casos en los cuales la diabetes constituyó la principal causa de muerte. Se calcularon las tasas de mortalidad brutas y ajustadas desglosadas por sexo, edad y zona geográfica. Mediante análisis de regresión lineal se determinó la relación entre la mortalidad por diabetes y los factores de riesgo socioeconómicos y biológicos y se calculó un índice de salud compuesto con base en cada tipo de factores de riesgo en cada provincia o comarca indígena de Panamá. RESULTADOS: Las tasas de mortalidad por diabetes no aumentaron en los hombres ni las mujeres del 2001 al 2011. De los factores de riesgo biológicos, el exceso de peso exhibió la asociación más fuerte con la mortalidad por diabetes y el factor de riesgo socioeconómico que presentó una mayor asociación con la mortalidad fue un ingreso mensual inferior a US$ 100. Las puntuaciones más altas del índice de salud compuesto desde el punto de vista socioeconómico se obtuvieron en una provincia que es rural en su mayor parte y en zonas con poblaciones indígenas. Las puntuaciones más altas con los factores biológicos se observaron en las provincias urbanas y rurales y en las que contaban con el porcentaje más alto de personas ancianas. CONCLUSIONES: Las disparidades regionales de la asociación entre la mortalidad por diabetes sacarina y los factores de riesgo de padecer la enfermedad reafirman la composición heterogénea de la población de Panamá y la distribución desigual de los factores determinantes de riesgo biológicos y sociales en el país y ponen en evidencia la necesidad de diversificar las estrategias de manejo de esta importante causa de discapacidad y muerte, en función de las zonas geográficas en Panamá.