Reingeniería del Presupuesto de Egresos de la Federación en México: La experiencia de un presupuesto base cero moderno

Barreix, Alberto Daniel; Rasteletti, Alejandro; Durán, Roberto Wesley Zapata; Corrales, Luis Fernando

doi:10.18235/0001225

Cited by 7 publications

(1 citation statement)

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“…The execution of public spending is carried out by the institutions of the public sector of a country over a year. It is carried out to acquire goods and services and for the provision of subsidies and transfers, in order to satisfy the needs of its inhabitants, public consumption and contribute to the redistribution of wealth [1]. In [2], the reduction in public expenditure causes the economic growth, and the deterioration of the population's living conditions.…”

Section: Introductionmentioning

confidence: 99%

Level of Budget Execution According to the Professional Profile of Regional Governors Applying Machine Learning Models

Rocha¹,

Aurelio²,

Irazema³

et al. 2020

IJACSA

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Machine Learning is a discipline of artificial intelligence that implements computer systems capable of learning complex patterns automatically and predicting future behaviors. The objective was to implement a Machine Learning model that allows to identify, classify and predict the influence of the professional training of the governors in the execution of the public spending of the regional governments of Peru. Of the 14 indicators of academic training, professional experience and university studies were selected as significant indicators that contribute to the execution of public spending by the 25 governors of Peru. For the prediction of the execution of the public spending of the regional governors, a supervised learning algorithm was implemented. The mean square error for the Machine Learning regression model was 4.20 and the coefficient of determination was 0.726, which indicates that the execution of public spending by regional governments is explained with 72.6% by the professional experience and university studies of the governors. The regional governors of Peru with university studies and professional experience achieve better results in the execution of public spending in the regional governments of Peru.

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Section: Introductionmentioning

confidence: 99%

Level of Budget Execution According to the Professional Profile of Regional Governors Applying Machine Learning Models

Rocha¹,

Aurelio²,

Irazema³

et al. 2020

IJACSA

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Public Finances: Transparency, Accountability and Ethics of Responsibility

Medel-Ramírez

Medel-López

2018

SSRN Journal

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Políticas de educación superior y empleo en México ante un mundo VUCA

Delgado

2022

REMEF

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El propósito de esta investigación es comprender las políticas de educación superior y empleo, y el mercado de trabajo de profesionistas en un contexto volátil, incierto, complejo y ambiguo (VUCA, por sus siglas en inglés). Ante ello se sugiere retomar la estrategia, en tanto concepto que dio origen a VUCA, como herramienta idónea para atender un punto de la agenda pública no resuelto. En este sentido, las políticas de educación superior y empleo se colocan como el eje articulador para atender el problema de la insuficiencia de empleos para egresados que, en el mejor de los casos, muestran ingresos exiguos. Ciertamente el artículo presenta limitaciones, como es el caso de información definitiva sobre los resultados de las Universidades del Bienestar (UBBJ), debido a su reciente creación. Por otro lado, resulta notoria la relevancia de la educación superior como un elemento de resiliencia ante un mundo VUCA que debe ser fortalecido con un mayor nivel de participación tipo cinco hélices.

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Reingeniería del Presupuesto de Egresos de la Federación en México: La experiencia de un presupuesto base cero moderno

Cited by 7 publications

References 0 publications

Level of Budget Execution According to the Professional Profile of Regional Governors Applying Machine Learning Models

Level of Budget Execution According to the Professional Profile of Regional Governors Applying Machine Learning Models

Public Finances: Transparency, Accountability and Ethics of Responsibility

Políticas de educación superior y empleo en México ante un mundo VUCA

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