Those who remain in poverty over an extended period of time are referred to as the:

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The residual poor are those who have remained poor for an extended period of time despite efforts aimed at reducing poverty. This group is often made up of individuals who face significant barriers to achieving socioeconomic stability, such as physical or mental disabilities, limited education, or a lack of access to quality employment opportunities. The transitional poor are those who experience poverty for a temporary period of time due to a sudden change in their circumstances (e.g. job loss or illness), while the marginal poor are those who hover just above or just below the poverty line. The working poor are individuals who are employed but who still live below the poverty line due to low wages or limited work hours.

Those Who Remain in Poverty Over an Extended Period of Time