Introducción
Los elevados niveles de desigualdad distributiva son uno de los rasgos más característicos de la situación económica y social en América Latina, donde un pequeño porcentaje de la población concentra gran parte de la riqueza, mientras un significativo número de habitantes se encuentra por debajo de los niveles de subsistencia. Esto hace particularmente importante la acción del Estado en cuanto a políticas distributivas, mediante el uso tanto de instrumentos relacionados con el gasto público como de aquellos vinculados a los sistemas tributarios.
Por el lado de los gastos, se puede afectar la distribución de la renta a partir de programas en los que los beneficiarios no soporten la carga de su financiamiento (o solo financien una parte) y, además, es posible lograr un mayor impacto redistributivo si se aumentan el nivel y la calidad del gasto público social. Sin embargo, en sociedades tan desiguales como las latinoamericanas, no basta con la política redistributiva que pueda hacerse a partir del gasto público, sino que resulta importante el rol que juegan los sistemas impositivos. En términos generales, la política tributaria tiene dos maneras de influir en la distribución del ingreso: en primer lugar, mediante el nivel de los ingresos fiscales que pueden destinarse al financiamiento del gasto social y, en segundo lugar, a través de los impuestos directos, como por ejemplo, la imposición a la renta y a los patrimonios. De esta forma, para aumentar el impacto redistributivo de la política fiscal no solo interesa generar una cierta cantidad de recursos que financien el gasto público (y, en particular, el social), sino que es importante tener en consideración a los segmentos de la población que aportan estos fondos. No obstante, la búsqueda de mayor equidad no es un proceso carente de ambigüedad. Como se verá a lo largo de este texto, equidad es un concepto con múltiples dimensiones, cargadas de connotaciones valorativas.
En este marco, este artículo tiene como objetivo aportar al debate sobre la relación entre sistema tributario, equidad y desigualdad distributiva. En primer lugar, se introducen ciertas consideraciones sobre la importancia y el significado de algunos conceptos como equidad, igualdad y justicia y se dedica una especial atención a su relación con el campo tributario. Luego se presentan las distintas dimensiones que muestra la desigualdad en la región y las limitaciones de las mediciones tradicionales, lo que conduce a la consideración de estrategias alternativas. Finalmente, se analizan las debilidades y potencialidades de los sistemas tributarios de la región para mejorar la equidad y atenuar las desigualdades existentes.
Justicia, equidad y política tributaria1
Aunque existen otros instrumentos de la acción pública que generan repercusiones en términos de equidad, la política fiscal, que afecta los ingresos y los gastos públicos, es un elemento clave para incidir en la distribución de los ingresos. Por todo esto, preguntarse sobre los diferentes alcances que tienen estos conceptos resulta apropiado para la comprensión de su relación con las políticas fiscales.
Conviene señalar, en primer lugar, que la equidad debe ser diferenciada de otros términos próximos (como justicia o igualdad) y vincularse a la actuación de los poderes públicos para asegurar a los ciudadanos un trato igualitario y justo. La idea de qué es una sociedad justa ha ido cambiando con el tiempo y, con ella, también se han ido modificando los significados de términos como equidad e igualdad. Tal vez el principal factor diferenciador entre estos conceptos es que, frente al componente normativo de la equidad, la igualdad tiene un significado más descriptivo y sirve para explicar las diferencias que existen entre personas, grupos o territorios.
Conviene recordar que la equidad no se limita solo al ámbito tributario, sino que se proyecta también sobre otros campos de la intervención pública, como la provisión de servicios públicos o las actividades de regulación. No obstante, y de particular importancia para este artículo, el principio de equidad tiene una clara conexión con el sistema tributario y ha sido objeto de especial atención en ese ámbito. El principio de equidad impositiva, a su vez, hunde sus raíces en dos criterios básicos que pretenden justificar la aplicación y el reparto de los impuestos: el criterio del beneficio (conectado con las corrientes utilitaristas), que alude a la necesidad de establecer los tributos en función de los beneficios que los individuos obtienen de los poderes públicos y que, en este sentido, guarda una estrecha relación con la vertiente del gasto; y el criterio de capacidad de pago, que pone el acento en la capacidad económica de las personas para repartir las cargas impositivas y tiene su fundamento en las teorías del sacrificio igual, que a su vez sirvieron para justificar la aplicación de criterios de progresividad.
El principio de equidad o de justicia tributaria es, sin duda, el que más interés suscita cuando se plantea un proceso de reforma fiscal o se quieren analizar las características de un sistema tributario. De acuerdo con este principio, el sistema impositivo tiene que ser equitativo en la distribución de las cargas fiscales entre los distintos sujetos que forman la colectividad y acomodarse a sus diferentes circunstancias. Trata, pues, de concretar una idea de justicia en el ámbito tributario que se vincula a la función de redistribución de la renta y la riqueza que debe desarrollar el sector público.Este principio podría formularse mediante la afirmación de que «todas las personas deben contribuir en la misma forma al sostenimiento de las cargas públicas». De aquí se desprenden de manera inmediata los dos criterios en los que se ha acostumbrado a concretar su aplicación: equidad horizontal (trato igual a quienes se hallen en igualdad de circunstancias) y equidad vertical (trato adecuadamente desigual a quienes se encuentran en circunstancias distintas). Conviene recordar, en todo caso, que su puesta en práctica reviste mayores dificultades, en la medida en que se hace preciso llenar de contenido conceptual ideas tales como igualdad o desigualdad de trato o de circunstancias, además de valorar en qué medida se espera que el sistema fiscal contribuya a la consecución de determinados objetivos redistributivos.
Resulta importante insistir en el criterio de generalidad en el reparto de las cargas impositivas, por las implicaciones que tiene desde la perspectiva del concepto de ciudadanía. Todos los individuos participan en la financiación de los servicios públicos a través del pago de diferentes figuras tributarias, unas más explícitas (impuesto sobre la renta, impuesto sobre bienes inmuebles o predial) y otras más opacas (la imposición indirecta), y es importante que los ciudadanos lo sepan. Solo de ese modo pueden demandar servicios de calidad y una actitud firme de los gobiernos para garantizar la estabilidad social y económica. Cuando las personas pagan importantes cargas públicas y son conscientes de que lo hacen, pueden demandar servicios públicos adecuados y, de ese modo, sentirse integrantes activos de la sociedad en la que viven.
En todo caso, las consideraciones anteriores y el repaso efectuado sobre los diversos criterios de equidad advierten sobre la preocupación por la justicia en las actuaciones públicas y sobre la búsqueda de estándares de igualdad, asumidos socialmente, mediante políticas públicas que dispongan de recursos suficientes y permitan ajustar la distribución de la renta que se produce en el mercado (con carácter previo a la actuación del Estado) en función de las preferencias sociales de los ciudadanos.
La desigualdad distributiva en América Latina
Más allá de la evolución reciente, América Latina continúa siendo una de las regiones más desiguales del planeta. La alta concentración del ingreso y de la riqueza en pocas familias aparece como una marca distintiva2, aunque aún son escasos los avances que permiten su análisis riguroso y la comparación con otras regiones.
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En términos generales, los estudios distributivos suelen centrarse en la distribución del ingreso o del consumo. En América Latina, la tradición ha sido el análisis del ingreso, que es la variable usualmente recolectada en las encuestas de hogares de la región3.
Tanto el ingreso como el consumo reflejan flujos de recursos, y eso entraña diversas limitaciones. Es por ello que se sugiere que la riqueza es probablemente un mejor indicador del acceso a recursos que tienen los hogares, ya que incluye la consideración de los activos financieros y no financieros que pueden transarse en el mercado. Los estudios señalan que la distribución de la riqueza es considerablemente más desigual que la de los ingresos4, si bien estas estadísticas son casi inexistentes para América Latina. Avanzar hacia la recolección de información sobre riqueza en la región es, por tanto, una agenda pendiente, que puede contribuir en gran medida a la discusión sobre la factibilidad y los márgenes para implementar políticas tributarias con mayor grado de progresividad, incluyendo la consideración de la imposición al capital y a las herencias.
Una alternativa que ha ganado importancia en los últimos años es la incorporación en el análisis de otras fuentes de datos, especialmente de los datos sobre ingresos y riqueza provenientes de los registros fiscales de las administraciones tributarias. Esa información permite recalcular los indicadores de
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)
desigualdad incorporando la información faltante sobre los altos ingresos, yevita así los problemas para capturar adecuadamente los ingresos de la parte alta de la distribución con que cuentan las encuestas de hogares.
El sistema tributario en América Latina y su débil impacto distributivo
Históricamente, los sistemas tributarios de América Latina han jugado un papel redistributivo modesto o incluso han sido globalmente regresivos, ya sea por el diseño tributario sesgado a las rentas del trabajo, la elevada evasión, los beneficios impositivos o la mayor capacidad para eludir obligaciones tributarias, o porque los individuos más ricos no han sido gravados de acuerdo con su nivel de ingresos o riqueza. Adicionalmente, los sistemas tributarios descansan fuertemente en el componente indirecto de imposición al consumo, que suele tener un impacto distributivo regresivo.
En un estudio reciente5 realizado para 17 países de América Latina, se observa que en la región el coeficiente de Gini apenas cae tres puntos porcentuales luego de impuestos directos y transferencias públicas monetarias (v. cuadro 1), a diferencia de lo que sucede en los países de la Organización para la Cooperación y el Desarrollo Económico (ocde), donde este indicador disminuye en 17 puntos después de la acción fiscal directa. En promedio, 63% de esta reducción en la región proviene de las transferencias públicas en efectivo y el resto, del impuesto a la renta, lo que refleja, por el lado de los ingresos fiscales, la necesidad de fortalecer el impuesto sobre la renta personal aprovechando sus ventajas relativas en materia de eficiencia y equidad distributiva.
Una revisión de los estudios disponibles sobre incidencia distributiva de los impuestos da cuenta de que los impuestos más progresivos resultan ser los directos, entre los que se destacan en primer lugar el impuesto a la renta personal y, en menor medida, el impuesto a la renta de las sociedades, seguidos por los impuestos a los bienes personales y al patrimonio. Los más regresivos resultan ser las contribuciones a la seguridad social, los gravámenes sobre los cigarrillos y las bebidas alcohólicas, el impuesto al valor agregado (iva) y los ingresos brutos provinciales6. Es por esto que se afirma que la preeminencia de los impuestos indirectos al consumo y la debilidad del impuesto a la renta personal son los principales determinantes del bajo impacto redistributivo del sistema y, en algunos casos, de la regresividad de la incidencia global.
En un estudio7 sugerimos tres factores que han limitado el desempeño e impacto del impuesto a la renta personal en la región: la evolución de las alícuotas legales, que llevó a una reducción del promedio de las tasas marginales máximas aplicadas; la estrecha base imponible como consecuencia de un gran número de exenciones, deducciones permitidas, regímenes simplificados y niveles de mínimos no imponibles que dejan fuera del gravamen a una cantidad importante de contribuyentes e ingresos; y los altos niveles de incumplimiento (evasión y morosidad) que se observan en casi todos los países.
Las alícuotas marginales máximas del impuesto sobre la renta de las personas físicas fueron descendiendo en América Latina a partir de tasas promedio de 50,9% en la década de 1980 hasta ubicarse en torno de 26,6% para 2016. Esta reducción paulatina llevó a que las alícuotas máximas de algunos países latinoamericanos se encuentren por debajo de los niveles internacionales. En contraste, se ha observado un incremento en las tasas marginales mínimas. De esta forma se observa una reducción de la brecha promedio entre las tasas marginales máximas y mínimas, lo que impacta en el grado de progresividad y efecto redistributivo del tributo.
Los bajos niveles de recaudación y la estrecha base imponible del impuesto sobre la renta de las personas físicas se relacionan con el generoso tratamiento en materia de deducciones personales y ganancias no imponibles establecido en la legislación impositiva y con los numerosos regímenes de exención o gastos tributarios, así como con la proliferación y permanencia de regímenes tributarios simplificados –monotributo, simples, sistema de tributación del microemprendedor individual (simei), régimen tributario simplificado (rts)–, que si bien nacieron como «puentes» de entrada a la formalidad, se han consolidado de manera permanente en los sistemas tributarios.
Debe notarse que una limitación importante del impuesto sobre la renta personal en América Latina es que se recauda fundamentalmente sobre los asalariados, es decir, recae sobre los trabajadores formales en relación de dependencia, a los que se les retiene en su fuente de ingreso. Esta estructura desbalanceada afecta la equidad horizontal del impuesto, ya que la mayor parte es soportada por este tipo de trabajadores, mientras que los trabajadores independientes tienen mayores posibilidades de evasión y elusión y las rentas de capital se benefician de un tratamiento preferencial, ya sea porque generalmente tributan a una tasa menor o porque simplemente no se encuentran gravadas.
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)
Además, la proliferación de regímenes simplificados, que implican una carga tributaria menor, puede significar una erosión adicional a la base imponible de este tributo, en la medida en que esos regímenes no estén debidamente coordinados8. Las maniobras de elusión y arbitraje de los contribuyentes entre los dos regímenes, si bien pueden no ser importantes en términos de recursos, atentan contra la equidad horizontal del sistema, en tanto signifiquen un tratamiento discriminatorio entre contribuyentes de similar capacidad contributiva.
Respecto a los mínimos no imponibles, una comparación entre distintas regiones del mundo indica que mientras en los países de América Latina el ingreso mínimo exento equivale, en promedio, a 1,4 veces el pib per cápita, en los países de Europa occidental el gravamen se tributa, en promedio, a partir de un tercio del pib per cápita, y en Estados Unidos, desde un nivel de 0,2 veces ese indicador. En cierta forma, esta diferencia en el ingreso gravable para aplicar la alícuota mínima del impuesto en las distintas regiones se encuentra justificada por la diferencia en los niveles de ingresos per cápita y por la necesidad de dejar fuera del gravamen el nivel de ingreso que considere valores de subsistencia familiar.
Resulta más difícil justificar el monto desde el cual comienza a aplicarse la tasa marginal máxima ya que, mientras en los países desarrollados esta se establece a partir de tres o cuatro veces el pib per cápita, en los países latinoamericanos esa alícuota recién tiene efecto desde ingresos superiores a 7,3 veces el ingreso per cápita, con tasas significativamente más bajas que en los países desarrollados.
Por último, otro factor limitante de la capacidad de recaudación del impuesto sobre la renta es el bajo nivel de cumplimiento y las altas tasas de evasión. Las estimaciones de las tasas de evasión en el impuesto sobre la renta y, en especial, en el que recae sobre las personas físicas son escasas en la región9. Los estudios disponibles muestran que los niveles de evasión en América Latina son altos en comparación con los de los países de la Unión Europea y mayores en los impuestos sobre la renta que en los impuestos al valor agregado (con una tasa promedio de incumplimiento de 51% versus 27%, respectivamente). Los altos niveles de incumplimiento reducen los recursos disponibles para que el Estado cumpla tanto con sus funciones de estabilización y provisión de bienes y servicios públicos como con su rol redistributivo. Además, la evasión y elusión fiscal atentan contra la capacidad redistributiva del impuesto sobre la renta, en la medida en que se afecta tanto la equidad horizontal como vertical de los sistemas tributarios.
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)
Con respecto al impacto resultante del impuesto a la renta personal en la región, en el Panorama fiscal de la Cepal10 se evalúan la progresividad y el efecto distributivo del impuesto a la renta de las personas físicas a través de las tasas medias que paga cada decil. Allí se observa que un gran desafío de la región es la baja carga tributaria de los contribuyentes más ricos, ya que la tasa media efectiva del décimo decil solo alcanzó el 4,8% en 2014 para el promedio de la región, lo que contrasta con el promedio de 21,3% de los países de la ue. Si bien las tasas legales máximas del impuesto a la renta personal se sitúan entre 25% y 40%, las tasas efectivas que paga el decil superior son muy bajas.
En los últimos años se han registrado algunos progresos en cuanto a la ampliación de la base tributaria del impuesto a la renta personal. En el caso de Uruguay, se adaptó el modelo dual aplicado en los países nórdicos: a partir de 2007 se volvió a aplicar el impuesto a la renta que había sido derogado varias décadas atrás, que grava por separado las rentas del trabajo, con tasas progresivas de 10% a 25%, y las rentas del capital, con una tasa proporcional de 12%, excepto los dividendos, que tributan a una tasa de 7%. La sola reintroducción del impuesto a la renta personal significó una considerable mejora en términos de recaudación y de incidencia distributiva del sistema tributario11. En 2014, el gobierno de Chile promulgó una amplia reforma para mejorar el impacto distributivo del sistema tributario y aumentar la eficacia de la recaudación. En general, la reforma incluyó: a) modificaciones de la tributación sobre la renta de las empresas y personas; b) nuevos beneficios tributarios sobre el ahorro y la inversión que reemplazaron los existentes; c) aumento de las tasas de impuestos específicos sobre el consumo de tabaco, bebidas alcohólicas y bebidas azucaradas; d) cambios en la imposición del mercado inmobiliario; e) aumento de las tasas de los impuestos a los timbres y estampillas; f) adopción de impuestos verdes, y g) medidas contra la evasión y la elusión. En un documento del Banco Mundial y el Ministerio de Hacienda de Chile12 se evalúan los impactos distributivos de los cambios en la tributación sobre la renta y del aumento de los impuestos específicos. Se concluye que la reforma tributaria favorece una mayor equidad en la distribución del ingreso y también la neutralidad en la tributación sobre las rentas del trabajo y del capital.
Por el lado de los impuestos sobre el patrimonio, estos han sido históricamente de reducida importancia en los países de América Latina, a punto tal de haber estado prácticamente ausentes en los debates sobre herramientas fiscales disponibles para mejorar el impacto distributivo de los sistemas tributarios de la región. Este tipo de tributación abarca una amplia gama de instrumentos. Además de los impuestos recurrentes sobre la propiedad y/o posesión de bienes inmuebles, en América Latina también se utilizan el impuesto a la transferencia de bienes inmuebles entre vivos (donaciones) y el impuesto a la propiedad de los vehículos automotores, mientras que algunos países han establecido un impuesto recurrente sobre el patrimonio neto. Un caso particular está constituido por los impuestos aplicados sobre movimientos y transacciones financieras y de capital.En el siguiente gráfico se presentan los datos de recaudación tributaria asociada a estos gravámenes para 2014, donde puede observarse que la recaudación promedio obtenida por 15 países de América Latina resulta igual a 0,8% del pib, lo cual es casi la mitad del promedio mostrado por la ocde (1,9% del pib).
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)
En los países de la región, el impuesto sobre la propiedad inmueble es el instrumento más utilizado como fuente de recursos fiscales en los gobiernos subnacionales, si bien resulta heterogénea la forma de asignación de bases y alícuotas entre los distintos niveles de gobierno.
La recaudación proveniente de estos tributos es relativamente baja y esto se explica por una combinación de factores que limitan su correcto funcionamiento. Entre ellos se destacan la débil capacidad operativa de las administraciones tributarias de los gobiernos subnacionales, los bajos ratios de cobertura en el registro de catastro, los elevados niveles de morosidad y una considerable subvaluación de las propiedades13.Un segundo impuesto patrimonial con potencial relevancia a la hora de gravar las altas rentas –y con menor difusión en la región que el anterior– es el que recae sobre las transmisiones de bienes a título gratuito, ya sea inter vivos (donaciones) o mortis causa (sucesiones, herencias y legados). En la práctica, el impuesto comprende la idea de gravar el patrimonio neto transmitido. A su vez, las alícuotas aplicadas suelen ser progresivas y, en algunos casos, selectivas de acuerdo con el hecho imponible (por ejemplo, en República Dominicana o Uruguay)14. Sin desconocer los problemas que este tipo de tributo tiene en su implementación, llama profundamente la atención su casi inexistencia en la región, teniendo en cuenta que la transmisión intergeneracional de riqueza es considerada una de las principales causas de desigualdad personal15.
Comentarios finales
Las profundas desigualdades que caracterizan a los países de la región constituyen un argumento de gran entidad para analizar la relación entre política tributaria y equidad, de manera de poder mejorar la intervención pública para aumentar su impacto distributivo. Determinar el significado de la equidad tributaria y evaluar las distintas dimensiones que la componen no resulta una cuestión sencilla. Son muchos los términos próximos que se utilizan en el debate público y con frecuencia se emplean de manera confusa y con escasa precisión.
En la última década, la discusión sobre la equidad y la desigualdad ocupó un lugar inusual en el debate público. La utilización de nueva información y metodologías ha posibilitado recoger nuevas evidencias y visualizar mejor la magnitud del problema, sus múltiples dimensiones y las limitaciones con que se estaba analizando previamente. Profundizar el análisis de la desigualdad con nuevos estudios que mejoren la información existente incorporando nuevas herramientas de análisis, como ajustes por subdeclaración de ingresos o datos de declaraciones juradas de impuestos, es una agenda de investigación de relevancia para la región.
Esto resulta de gran importancia puesto que da pautas sobre qué reformas fiscales y tributarias están aún pendientes en la región para aumentar la recaudación y el alcance efectivo de los impuestos sobre los individuos de más altos ingresos, lo cual mejoraría el impacto distributivo de los sistemas tributarios. Es necesario que se continúe debatiendo respecto a la estructura y composición de aquellas medidas tributarias que pueden ser consideradas como una asignatura pendiente en esta materia y que básicamente hacen referencia a la estructura de la imposición a la renta, a los patrimonios personales y a los gravámenes sobre herencias, donaciones y sucesiones.
La alta concentración de la riqueza y el ingreso en América Latina requiere de un tratamiento cuidadoso del sistema tributario y de las reformas por implementar, en el que se promueva un aprovechamiento integral de su acción redistributiva. En este esquema, debe fortalecerse el impuesto a la renta personal y potenciar así sus efectos recaudatorios y distributivos, promoviendo un tributo general y de base amplia que considere todas las rentas del contribuyente en su base gravable y coordine su accionar con los distintos regímenes simplificados. Esta mirada integral permitiría reforzar el impacto sobre la equidad, ya sea en relación con el principio de la capacidad de pago (equidad vertical) o con un tratamiento impositivo igualitario para aquellos que tengan ingresos equivalentes (equidad horizontal), aunque sean de diferente fuente (salario o capital) o diferente modalidad contractual (asalariado o autónomo).
Finalmente, es importante notar que la alta desigualdad no se corregirá solo con mayor tributación. Para este propósito sería necesario abordar una diversidad de factores que contribuyen a la generación y reproducción de la desigualdad, como la concentración del mercado, la imposición de barreras a la competencia, la protección estatal de los grandes conglomerados financieros y el debilitamiento de los sindicatos y la sociedad civil, y desarrollar reformas que compensen el enorme poder político y económico del que gozan en la actualidad las elites económicas.