Ming-Te Wang

Not Lack of Ability but More Choice Individual and Gender Differences in Choice of Careers in Science, Technology, Engineering, and Mathematics

The pattern of gender differences in math and verbal ability may result in females having a wider choice of careers, in both science, technology, engineering, and mathematics (STEM) and non-STEM fields, compared with males. The current study tested whether individuals with high math and high verbal ability in 12th grade were more or less likely to choose STEM occupations than those with high math and moderate verbal ability. The 1,490 subjects participated in two waves of a national longitudinal study; one wave was when the subjects were in 12th grade, and the other was when they were 33 years old. Results revealed that mathematically capable individuals who also had high verbal skills were less likely to pursue STEM careers than were individuals who had high math skills but moderate verbal skills. One notable finding was that the group with high math and high verbal ability included more females than males.

The assessment of school engagement: examining dimensionality and measurement invariance by gender and race/ethnicity.

The construct of school engagement has attracted growing interest as a way to ameliorate the decline in academic achievement and increase in dropout rates. The current study tested the fit of a second-order multidimensional factor model of school engagement, using large-scale representative data on 1103 students in middle school. In order to make valid model comparisons by group, we evaluated the extent to which the measurement structure of this model was invariant by gender and by race/ethnicity (European-American vs. African-American students). Finally, we examined differences in latent factor means by these same groups. From our confirmatory factor analyses, we concluded that school engagement was a multidimensional construct, with evidence to support the hypothesized second-order engagement factor structure with behavioral, emotional, and cognitive dimensions. In this sample, boys and girls did not substantially differ, nor did European-American and African-American students, in terms of the underlying constructs of engagement and the composition of these constructs. Finally, there were substantial differences in behavioral and emotional engagement by gender and by racial/ethnic groups in terms of second-order factor mean differences.

Motivational pathways to STEM career choices: Using expectancy–value perspective to understand individual and gender differences in STEM fields

The United States has made a significant effort and investment in STEM education, yet the size and the composition of the STEM workforce continues to fail to meet demand. It is thus important to understand the barriers and factors that influence individual educational and career choices. In this article, we conduct a literature review of the current knowledge surrounding individual and gender differences in STEM educational and career choices, using expectancy-value theory as a guiding framework. The overarching goal of this paper is to provide both a well-defined theoretical framework and complementary empirical evidence for linking specific sociocultural, contextual, biological, and psychological factors to individual and gender differences in STEM interests and choices. Knowledge gained through this review will eventually guide future research and interventions designed to enhance individual motivation and capacity to pursue STEM careers, particularly for females who are interested in STEM but may be constrained by misinformation or stereotypes.

The Reciprocal Links Between School Engagement, Youth Problem Behaviors, and School Dropout During Adolescence

Drawing on the self-system model, this study conceptualized school engagement as a multidimensional construct, including behavioral, emotional, and cognitive engagement, and examined whether changes in the three types of school engagement related to changes in problem behaviors from 7th through 11th grades (approximately ages 12-17). In addition, a transactional model of reciprocal relations between school engagement and problem behaviors was tested to predict school dropout. Data were collected on 1,272 youth from an ethnically and economically diverse county (58% African American, 36% European American; 51% females). Results indicated that adolescents who had declines in behavioral and emotional engagement with school tended to have increased delinquency and substance use over time. There were bidirectional associations between behavioral and emotional engagement in school and youth problem behaviors over time. Finally, lower behavioral and emotional engagement and greater problem behaviors predicted greater likelihood of dropping out of school.

Does Parental Involvement Matter for Student Achievement and Mental Health in High School

Parental involvement in education remains important for facilitating positive youth development. This study conceptualized parental involvement as a multidimensional construct-including school-based involvement, home-based involvement, and academic socialization-and examined the effects of different types of parental involvement in 10th grade on student achievement and depression in 11th grade (approximately ages 15-17 years). In addition, this study tested whether parental involvement influenced adolescent outcomes by increasing their academic engagement in school. A total of 1,056 adolescents participated in the study (51% males; 53% European American, 40% African American, and 7% other). Parental involvement was found to improve academic and emotional functioning among adolescents. In addition, parental involvement predicted adolescent academic success and mental health both directly and indirectly through behavioral and emotional engagement.

Part I Commentary: So What Is Student Engagement Anyway?

This chapter, by the esteemed motivation scholar Jacque Eccles and Ming-Te Wang, provides a commentary on the five chapters in Part I. The authors offered additional critique of the issues raised by authors in this part, as well as their perspectives on future directions for the engagement construct. In addition, Eccles and Wang described links between the theories of engagement and the Expectancy-Value Theoretical Model of Achievement-Related Behavior espoused by Eccles.

Adolescent educational success and mental health vary across school engagement profiles.

The present study used multidimensional and person-centered approaches to identify subgroups of adolescents characterized by unique patterns of behavioral, emotional, and cognitive engagement and examined whether adolescent developmental outcomes varied as a function of different combinations of engagement components. Data were collected on 1,025 youths (57% African American, 43% European American; 53% female, 47% male). Five profiles of student engagement in school were identified: Highly Engaged, Moderately Engaged, Minimally Engaged, Emotionally Disengaged, and Cognitively Disengaged. These 5 groups differed in their educational and psychological functioning. The study not only provides empirical evidence supporting the multifaceted nature of school engagement but also demonstrates its utility relative to educational success and mental health. Considering the multiple dimensions of student engagement simultaneously from a person-centered perspective promises a useful approach for addressing sample heterogeneity and understanding different patterns of school engagement and their consequences.

From Middle School to College: Developing Aspirations, Promoting Engagement, and Indirect Pathways from Parenting to Post High School Enrollment.

Based on a longitudinal sample of 1,452 African American and European American adolescents and their parents, parenting practices (i.e., monitoring, warmth, and autonomy support) at 7th grade had significant indirect effects on college enrollment 3 years post high school, through their effects on aspirations, school engagement, and grade point average (GPA). All 3 parenting practices were related to aspirations and behavioral engagement at 8th grade, with 2 of the 3 parenting practices related to the emotional (monitoring and warmth) and cognitive (autonomy support and warmth) engagement. The reciprocal relations between aspirations and engagement/GPA were significant, although the effects from 8th aspirations to 11th engagement were stronger than the reverse path. Ethnic differences were found only for parenting practices: monitoring had stronger associations with GPA and behavioral engagement for African Americans, whereas autonomy support had stronger associations with GPA for European Americans. For African American parents, a delicate balance is needed to capture the benefits of higher levels of monitoring for promoting GPA and behavioral engagement and the benefits of autonomy support for developing aspirations and cognitive engagement. Parental warmth was equally beneficial for supporting aspirations, engagement, and achievement across ethnicity.

What motivates females and males to pursue careers in mathematics and science

Drawing on Eccles’ expectancy-value model of achievement-related choices, we examined the personal aptitudes and motivational beliefs at 12th grade that move individuals toward or away from science, technology, engineering, and mathematics (STEM) occupations at age 29. In the first set of analyses, occupational and lifestyle values, math ability self-concepts, family demographics, and high school course-taking more strongly predicted both individual and gender differences in the likelihood of entering STEM careers than math scores on the Differential Aptitude Test. In the second set of analyses, individual and gender differences in career decisions within STEM disciplines (health, biological, and medical sciences (HBMS) versus mathematics, physical, engineering, and computer sciences (MPECS)) were best predicted by occupational values (i.e. preferences for work that were people oriented and altruistic predicted entrance into HBMS instead of MPECS careers). Females were less likely to hold the beliefs that predicted selection of STEM in general, but those who did choose STEM were more likely to select HBMS than MPECS. One Sentence Summary: Gender differences in selecting STEM related and health, biological, and medical occupations result primarily from gender differences in occupational and lifestyle values.

Math achievement is important, but task values are critical, too: examining the intellectual and motivational factors leading to gender disparities in STEM careers

Although young women now obtain higher course grades in math than boys and are just as likely to be enrolled in advanced math courses in high school, females continue to be underrepresented in some Science, Technology, Engineering, and Mathematics (STEM) occupations. This study drew on expectancy-value theory to assess (1) which intellectual and motivational factors in high school predict gender differences in career choices and (2) whether students’ motivational beliefs mediated the pathway of gender on STEM career via math achievement by using a national longitudinal sample in the United States. We found that math achievement in 12th grade mediated the association between gender and attainment of a STEM career by the early to mid-thirties. However, math achievement was not the only factor distinguishing gender differences in STEM occupations. Even though math achievement explained career differences between men and women, math task value partially explained the gender differences in STEM career attainment that were attributed to math achievement. The identification of potential factors of women’s underrepresentation in STEM will enhance our ability to design intervention programs that are optimally tailored to female needs to impact STEM achievement and occupational choices.