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Sebastián-Tirado A, Félix-Esbrí S, Forn C, Sanchis-Segura C. Are gender-science stereotypes barriers for women in science, technology, engineering, and mathematics? Exploring when, how, and to whom in an experimentally-controlled setting. Front Psychol 2023; 14:1219012. [PMID: 37621930 PMCID: PMC10445161 DOI: 10.3389/fpsyg.2023.1219012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 07/25/2023] [Indexed: 08/26/2023] Open
Abstract
Based on Social Cognitive Career Theory principles, the present study sought to investigate whether stereotype threat experiences could act as a barrier and reduce the persistence of women in math-intensive activities. More specifically, we assessed whether the experimental activation of stereotypes about women's lower math capabilities affected the performance, persistence, and self-selected difficulty of engineering students in a math task which required sustained effort. We also evaluated the relationships between these effects and the participants' pre-testing gender-science stereotypes and math self-concept. A sample of 340 engineering students (175 and 165 self-identified as males and females, respectively) were recruited and randomly assigned to a control (Con) or stereotype threat (StA) condition to form four similarly sized groups. All participants rated their self-concept in four academic domains (math, chemistry, physics, and coding), completed the gender-science Implicit Association Test, and a "reading comprehension task" that served to promote the stereotype threat manipulation immediately before facing a modified version of the Math Effort Task (M-MET). We observed that, in the control condition, M-MET performance, self-selected difficulty, and persistence were similar in female and male participants, independent of their gender-science implicit stereotypes but correlated to their math self-concept scores. In contrast, the StA condition triggered opposite effects in female and male students, so they showed decreased/enhanced M-MET performance and self-selected difficulty, respectively. This experimental condition also resulted in enhanced persistence of the male students without affecting the number of trials completed by female students. These effects were correlated with the strength of the participants' gender-science implicit stereotypes but not with their math self-concept scores. In fact, as revealed by finer-grain analyses, stereotype threat only had a significant impact on individuals harboring stereotypical gender-science implicit associations. Therefore, it is concluded that: (1) stereotypes can promote differences between male and female engineering students in their performance, self-confidence, and persistence in math-related activities; (2) These effects seem to be more prominent in individuals implicitly perceiving science as a masculine domain. The relevance of these findings to explain women's enhanced abandonment rates of math-intensive studies is discussed.
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Jantz MK, Mak J, Dalrymple AN, Farooqui J, Grigsby EM, Herrera AJ, Pirondini E, Collinger JL. Lifting as we climb: Experiences and recommendations from women in neural engineering. Front Neurosci 2023; 17:1104419. [PMID: 36968482 PMCID: PMC10033556 DOI: 10.3389/fnins.2023.1104419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 02/22/2023] [Indexed: 03/11/2023] Open
Abstract
Neural engineering is an emerging and multidisciplinary field in which engineering approaches are applied to neuroscience problems. Women are underrepresented in engineering fields, and indeed in science, technology, engineering, and mathematics (STEM) fields generally. Underrepresentation of women is particularly notable at later academic career stages, suggesting that even though women are interested in the field, barriers exist that ultimately cause them to leave. Here, we investigate many of the obstacles to women's success in the field of neural engineering and provide recommendations and materials to overcome them. We conducted a review of the literature from the past 15 years regarding the experiences of women in academic careers, as well as reports on the number of women in fields closely related to neural engineering from the National Science Foundation (NSF) and the American Society for Engineering Education (ASEE). Additionally, we interviewed six women in neural engineering who are involved in initiatives and outreach concerning the inclusion and experiences of women in engineering. Throughout the literature and interviews, we identified common themes spanning the role of identity and confidence, professional relationships, career-related hurdles, and personal and professional expectations. We explore each of these themes in detail and provide resources to support the growth of women as they climb within the field of neural engineering.
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Affiliation(s)
- Maria K. Jantz
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
- Center for Neural Basis of Cognition, Pittsburgh, PA, United States
| | - Jennifer Mak
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
- Center for Neural Basis of Cognition, Pittsburgh, PA, United States
| | - Ashley N. Dalrymple
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Juhi Farooqui
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, United States
- Center for Neural Basis of Cognition, Pittsburgh, PA, United States
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Erinn M. Grigsby
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, United States
| | - Angelica J. Herrera
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
- Center for Neural Basis of Cognition, Pittsburgh, PA, United States
| | - Elvira Pirondini
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
- Center for Neural Basis of Cognition, Pittsburgh, PA, United States
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, United States
| | - Jennifer L. Collinger
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
- Center for Neural Basis of Cognition, Pittsburgh, PA, United States
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, United States
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Moser CE, Branscombe NR. Communicating Inclusion: How Men and Women Perceive Interpersonal Versus Organizational Gender Equality Messages. PSYCHOLOGY OF WOMEN QUARTERLY 2022. [DOI: 10.1177/03616843221140300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Interpersonal allyship may serve as a justice cue to signal that an environment is fair to women without increasing men's expectations of anti-male bias. We investigated how exposure to justice cues communicated at the interpersonal and organizational level impact men's and women's perceptions of procedural justice and fairness at an organization. Men and women were asked to imagine working at one of three randomly assigned male-dominated workplaces. Women who imagined working with a White man who was a gender-equality ally (Study 1, N = 352, and Study 2, N = 488) perceived the organization as more procedurally just, identified more strongly with the organization, and were less likely to view their gender as a disadvantage compared to women who imagined a workplace with an organizational diversity statement (Study 2 only) or a control workplace with no justice cues. Men did not view the ally nor the diversity statement negatively in either study. Integrative data analysis revealed medium to large effects (Cohen's d range .74–1.30) across dependent measures included in both studies. Our results suggest that interpersonal allyship from men is a practical way to promote women's expectations of fair treatment without increasing the threat of anti-male bias among men. Additional online materials for this article are available on PWQ's website at http://journals.sagepub.com/doi/suppl/10.1177/03616843221140300.
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Affiliation(s)
- Charlotte E. Moser
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
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Toward Gender Equality in Education—Teachers’ Beliefs about Gender and Math. EDUCATION SCIENCES 2022. [DOI: 10.3390/educsci12060373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
Math has a strong gender-related image, even among teachers. As teachers hold beliefs about their work, their role, their subject, and their students, they shape girls’ and boys’ mathematical beliefs and attitudes. Research during the past 20 years has shown that teachers’ gender beliefs about mathematics significantly favor boys, thereby reinforcing girls’ low math ability self-concept. Still, there is a lack of studies that examine teachers’ gender-related beliefs based on their underlying assumptions. Our study provides the first empirical evidence of the relationship between general gender stereotypes and math stereotypes. To this end, we used partial correlation and MANCOVA to analyze data from an online survey in 2019/2020 conducted in Switzerland (195 women, 80 men) as part of a cross-cultural comparison study. We therefore created a differentiated profile of prospective teachers by examining their beliefs about their self-image, their image of men and women in society, their essentialist and gender role ideology beliefs, and their math stereotypes. Then, we linked prospective teachers’ beliefs about gender (based on 48 characteristics) to their beliefs about mathematics and about girls’ and boys’ competencies in math. The extensive analysis provides knowledge about prospective teachers and is particularly important for teacher education.
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Measuring the Relation between Academic Performance and Emotional Intelligence at the University Level after the COVID-19 Pandemic Using TMMS-24. SUSTAINABILITY 2022. [DOI: 10.3390/su14063142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The outbreak of the global pandemic derived from COVID-19 in early 2020 has represented a huge loss of social contact for most young people. The extent of these effects is still unknown, so it is necessary to ask what the effect of this new, unforeseen, and prolonged situation on the management of emotional intelligence in university students is. This study aims to compare the academic performance, test anxiety (before and during the online exams), and emotional intelligence of 91 students in a university Master’s degree program after the outbreak of the COVID-19 pandemic. The emotional intelligence was measured by the TMMS-24, the academic performance was compiled in common subjects, and test anxiety was measured by self-assessment just after finishing each online exam. The comparisons between the variables were made through means difference contrasts using Mann–Whitney U, Kruskal–Wallis, and One-way ANOVA and Spearman’s rank correlation coefficient as a non-parametric test for correlational analysis. The results show that the COVID-19 pandemic has not modified how these three variables are related, so it can be concluded that the prolonged social isolation suffered by young people has not had negative repercussions on their emotional intelligence, anxiety before exams, and academic performance.
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Equity or Stereotypes in Science Education? Perspectives from Pre-University Students. SUSTAINABILITY 2020. [DOI: 10.3390/su12229354] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In this work, we explore the presence of stereotypes in pre-university students with respect to gender, science, and scientists. The possible differences between boys and girls, school stage, and rurality are analyzed. For this purpose, a sample of 404 participants between 13 and 18 years old were delivered a form with items from the Questionnaire on Opinions about Science, Technology, and Society. The responses were offered using a five-point Likert scale and agreement percentages were calculated. Descriptive and inferential statistics were used for the analysis, where the effect size was calculated for items associated with any of the three factors. Our findings show that the stereotyped ideas of gender in science were more intense in Compulsory Secondary Education (CSE) students in rural areas than in High School (HS) students from urban areas. In addition, perceptions of science and scientists showed greater agreement for CSE than for HS students. However, no differences were found between girls and boys. Regarding science items, there was a major agreement on the relationship between science and technology with problem solving, regardless of sex or school rurality. Finally, reflections on stereotypes and the presence of girls in STEM careers are provided.
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Ali M, Grabarski MK, Konrad AM. Trickle‐down
and
bottom‐up
effects of women's representation in the context of industry gender composition: A panel data investigation. HUMAN RESOURCE MANAGEMENT 2020. [DOI: 10.1002/hrm.22042] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Muhammad Ali
- Queensland University of Technology, QUT Business School Brisbane Queensland Australia
| | - Mirit K. Grabarski
- University of Western Ontario, Ivey Business School London Ontario Canada
| | - Alison M. Konrad
- University of Western Ontario, Ivey Business School London Ontario Canada
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Smith DL, Tyler–Wood TL. STEM academic achievement and perceptions of family support: a gender analysis. LIBRARY HI TECH 2020. [DOI: 10.1108/lht-07-2019-0147] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeThis study examines the results of a STEM unit taught in an elementary school library, with 26 fourth-grade students as the participants.Design/methodology/approachA quasi-experimental design was used. The relationships between the independent variable gender and the perceptions of familial support structures and academic achievement were examined.FindingsFor the entire group, the average academic achievement scores of the participants increased. The increase was not statistically significant. The male students had a statistically significant improvement in their academic achievement scores, and there was a statistically significant decrease in the academic achievement scores of the female students. An increase in the female students' belief that their family was interested in their science classes was correlated with a decrease in their academic achievement scores.Research limitations/implicationsThe sample size for this study is small, and the results are not generalizable. Open-ended questions were not included in the data collection instruments. Therefore, it cannot be determined why the overall academic scores may have decreased for female students. Further research is encouraged.Practical implicationsThe results of this study show the potential for STEM activities in school libraries. School librarians can provide students with low-risk, informal learning environments to practice new skills.Social implicationsLibraries equalize the availability of resources that otherwise may not be available to populations underrepresented in STEM careers. School librarians have the potential to serve as much needed STEM role models. The availability of STEM activities in school libraries can make it possible for more students to understand what STEM careers are interesting to them.Originality/valueThere are very few studies to examine the results of STEM activities implemented in school libraries that use quasi-experimental or experimental research designs. This study adds to the corpus of research that can be used to support the preparation of students for STEM careers with activities in school libraries.
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Emran A, Spektor-levy O, Paz Tal O, Ben Zvi Assaraf O. Understanding Students’ Perceptions of the Nature of Science in the Context of Their Gender and Their Parents’ Occupation. SCIENCE & EDUCATION 2020; 29:237-261. [DOI: 10.1007/s11191-020-00103-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
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Ehrtmann L, Wolter I, Hannover B. The Interrelatedness of Gender-Stereotypical Interest Profiles and Students' Gender-Role Orientation, Gender, and Reasoning Abilities. Front Psychol 2019; 10:1402. [PMID: 31293475 PMCID: PMC6603081 DOI: 10.3389/fpsyg.2019.01402] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 05/29/2019] [Indexed: 11/13/2022] Open
Abstract
This study investigates early secondary school students’ gender-stereotypical interest profiles and how they relate to students’ gender-role orientation, i.e., their traditional or egalitarian attitudes toward gender roles. Gender-stereotypical interest profiles are described by relatively high interests in either female- or male-stereotypical domains and low interests in domains that are not associated to the own gender group. In a study conducted with 4,457 students (49.2% female, sixth graders) with data from the German National Educational Panel Study1, four interest profiles were derived from the combined latent profile analysis of two academic interest domains (mathematics and German) and six vocational interest domains (realistic, investigative, artistic, social, enterprising, and conventional). Aside from two gender-stereotypical interest profiles, two gender-undifferentiated interest profiles were found. One undifferentiated interest profile was marked by generally high interests in all domains, the other by generally low interests in all domains. Students in the male-stereotypical interest profile had high values in the mathematics, realistic, investigative, and enterprising domains and low interest in the German, artistic, social, and conventional domains. The female-stereotypical interest profile was marked by the opposite pattern. The results further showed that students more likely belonged to the high or female interest profiles when they expressed egalitarian gender-role orientations. Also, boys were more likely members of the female interest profile than were girls of the male interest profile. Students with low reasoning skills were generally more likely members of the low interest profile group. Results are discussed with respect to the question whether interest profiles are more predictive of students’ academic development than single domain-specific measures of interest.
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Affiliation(s)
- Lisa Ehrtmann
- Department of Competencies, Personality, Learning Environments, Leibniz Institute for Educational Trajectories, Bamberg, Germany
| | - Ilka Wolter
- Department of Competencies, Personality, Learning Environments, Leibniz Institute for Educational Trajectories, Bamberg, Germany
| | - Bettina Hannover
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
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Wheeler SR, Blanchard MR. Contextual Choices in Online Physics Problems: Promising Insights Into Closing the Gender Gap. Front Psychol 2019; 10:594. [PMID: 30984064 PMCID: PMC6449438 DOI: 10.3389/fpsyg.2019.00594] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Accepted: 03/04/2019] [Indexed: 11/21/2022] Open
Abstract
Throughout the world, female students are less likely than males to take advanced physics courses. This mixed-methods study uses a concurrent, nested design to study an online homework intervention designed to address choice and achievement. A choice of three different contexts (biological, sports, and traditional) were offered to students for each physics problem, intending to stimulate females’ interest and enhance achievement. Informed by aspects of Artino’s social-cognitive model of academic motivation and emotion, we investigated: Which context of physics problems do males and females select?; What explanations do students give for their choices?; Are there differences in the achievement of males and females?; and Is there a relationship between student achievement and the context selected? Fifty-two high school physics students from five US states participated. Data included pre- and post-Force Concept Inventory scores, homework context choices and achievement, and rationales for choices. Findings indicate that females were most likely to select biology contexts; males, traditional. All students made more attempts on video questions over word questions, although females did not score as well. For all questions, students generally persisted until they answered them correctly, with females taking fewer attempts on problems. Context choice was mostly driven by interest, for males, and perceptions of difficulty level for females; however, rationales were indistinguishable by gender. On their first homework question attempt, females scored significantly better than the males. Initially, males had significantly higher FCI scores; post homework intervention, females increased their mean scores significantly on the FCI, erasing the initial gender gap, with no growth nor decline in males’ scores. Females with FCI growth were equally as likely to choose biology contexts as traditional contexts; males were more likely to choose biology contexts. Findings from this study suggest that modest changes to homework problems that provide choice and make the physics problems more contextually interesting—even without changes in classroom instruction—could increase interest and motivation in students and increase achievement for both male and female students. Recommendations will be discussed.
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Affiliation(s)
- Samuel R Wheeler
- Department of Physics, North Carolina School of Science and Math, Durham, NC, United States
| | - Margaret R Blanchard
- Department of STEM Education, North Carolina State University, Raleigh, NC, United States
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