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For simplicity, the regression specification in (1) uses a three-way classification of theimmigration status of the population (i.e., natives, naturalized citizens, and non-citizens). Iaccount for the immigrant’s refugee status as well as year of entry into the United Statesby including these characteristics as regressors in the vector X. The other socioeconomiccharacteristics in this vector include: the person’s age, gender, race, and educational attainment,the number of persons in the household, and the number of children, elderly persons,and disabled persons in the household.15 The regression also includes the state’s unemploymentrate at time t, as well as the unemployment rate interacted with the dummy variables
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