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As a regulator of education in Abu Dhabi, this also calls on ADEC to incorporate in its strategic plan for schools some KPIs to encourage schools to help establish an environment in which STEM careers activity can take root and flourish.
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Measures for career activity and career interests showed a high level of multicollinearity between the two sets of variables.
The career activity with the lowest rating was helping others and being concerned for their welfare.
These included measures of STEM career knowledge, MSE, career activity preferences, career interests, and likelihood to choose to pursue a STEM career.
Table 12 Bivariate logistic regression of the influence of career activity preferences on students being very likely to pursue a STEM career Career activity listed in top 2 favorites B Wald χ2 (df = 1) Sig.
A chi-square analysis revealed that only one career activity differed significantly based on students' MSE scores.
Our third research question (RQ3) explored whether there was a correlation between MSE and students' career interests and preferred career activity.
A third logistic regression analysis was conducted to determine whether students' career activity preferences were correlated whether or not they were likely to pursue a STEM career.
The inequality in research career activity in high-impact journals can be appreciated by considering the Gini coefficient calculated from the distribution of individual researcher productivity and impact.
Results show the percent within each MSE group (low or high MSE) that rated the career activity shown in their top 2 favorites.
This study captured five main areas of interest: student knowledge of mathematics and science requirements that lead to STEM careers, MSE, career interests, career activity preferences, and their correlation with the likelihood to consider pursuing a STEM career among youth.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com