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Regression Gini Index: Gini Measures Based on Female/Male Nonparametric Regressions

Regression Gini Index: Gini Measures Based on Female/Male Nonparametric Regressions

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Purpose: No studies quantify the labor market disparities between nurses with and without activity difficulties (physical impairment or disability). We explore disparate treatment of nurses with activity difficulties at three margins of the labor market: the ability to get a job, the relative wage rate offered once a nurse has a job, and the annua...

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... percentile shift model for comparison aggregates to Gini coefficients, bounded between −1 (males receive the maximum disparate treatment with no wage overlap) and 1 (females receive the maximum disparate treat- ment with no wage overlap to the males-the lowest wage male makes more than the highest wage female), and was previously employed by Butler, Johnson, and Wilson (2012) and Wilson, Butler, and Butler (2016) and conceptually developed by Butler and McDonald (1987). Table 4 presents the RGIs for nurses and compares then with the same RGIs for teachers. Overall, there was more gender inequality in nurses' pay than there was in teachers' pay (.2 signifies considerably more inequal- ity than .14). ...

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... The decision to leave a job may also occur when accommodations in the workplace are not provided, or the nurse or midwife is subjected to discrimination or hostility (Neal-Boylan et al., 2011;Neal-Boylan & Miller, 2015). A disability may also lead to reduced available shifts, job opportunities (Tei-Tominaga et al., 2014), or the need to work in a position other than nursing (Wilson et al., 2016). ...
... In 19 studies, the professional issues experienced by nurses or midwives were discussed. A colleague's or patient's interpretation of disability can influence acceptance of care from a nurse or midwife with a disability, notably if the ability to perform specific tasks decreases (Wilson et al., 2016). Living with a disability may restrict the nurse or midwife with disabilities to low-acuity work environments, with high-acuity settings either unwilling or unable to provide the necessary support (Matt, 2012). ...
... 2018), Boniface et al. (2016), Joyce et al. (2012), Killough (2019), Levi et al. (2021), Lövgren et al. (2014), Matt (2012), McDaniel and Morris, (2020), Neal-Boylan et al. (2011), Neal-Boylan (2012, 2019), Neal-Boylan and Miller (2015), Oates et al. (2017), Perry et al. (2015), Peterson (2017), da Silva and Baptista (2013), Tei-Tominaga et al. (2014), de Wijn and van der Doef(2020)andWilson et al. (2016) ...
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... The probability of older nurses sustaining such injuries and acquiring disability is made even more likely because of the physically strenuous nature of nursing work [9] and the concurrent risk for violence [11]. Recent data reveals a significant positive correlation between age and incidence of nurses working with some form of physical or mental impairment [12]. This finding was consistent with other data indicating that the likelihood of individuals experiencing disability increases with age [12]. ...
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... Several international [14][15][16][17][18][19][20] and Peruvian studies [21,22], most of them developed in physicians, showed evidence that the existing labor discrimination in the health system is mainly mediated by gender. A study conducted by Carvajal et al. [23] also showed this disparity in pharmacists in the United States; men had better income than their female counterparts. ...
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... A positive value indicates disparate treatment of females, relative to males, based on differences in their market wage functions. This percentile shift model for comparison aggregates to Gini coefficients, bounded between −1 (males receive the maximum disparate treatment with no wage overlap) and 1 (females receive the maximum disparate treatment with no wage overlap to the males-the lowest wage male makes more than the highest wage female), and was previously employed by Butler, Johnson, and Wilson (2012) and Wilson, Butler, and Butler (2016) and conceptually developed by Butler and McDonald (1987). Table 4 presents the RGIs for nurses and compares then with the same RGIs for teachers. ...
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