Title: The Relationship Between Perceived Confidence, Gender, and Writing in a Biomedical Engineering Research Experience for Undergraduates Site
Abstract Women frequently feel alienated in science, technology, engineering, and mathematics (STEM) environments due to gender biases, ultimately leading them to feel less competent or leave the field altogether. This study utilizes personal statements from a subset of participants from a National Science Foundation (NSF) funded Research Experiences for Undergraduates (REU) Site: Biomedical Engineering in Simulations, Imaging, and Modeling (BME-SIM) to investigate how confidence is shown by participants and how confidence is perceived by faculty reviewers in personal statements. This study compares feedback from faculty reviewers to perceived and self-reported confidence using lexical (i.e., word choices and use) and syntactic (i.e., structures of language segments such as sentences, phrases, and organization of words) features of these personal statements. Women received more negative feedback related to confidence compared to their male counterparts, notably in relation to modesty. Few differences were found between writing styles of genders in their pre- and post-program statements. Overall, writing styles did not seem to correlate with the genders' perceived or self-reported confidence; however, perception of confidence suggested a relationship between genders' pre- and post-program statements when examined by noun and adjective variation. A similar relationship was found between self-reported confidence and noun variation in men and women participants. Findings suggest that writing style perceptions and practices may be influenced by gender norms; however, without looking at the specific diction and content of personal statements, these conclusions cannot be fully established. more »« less
Botham, Crystal M.; Brawn, Shay; Steele, Latishya; Barrón, Cisco B.; Kleppner, Sofie R.; Herschlag, Daniel
(, PLOS ONE)
Cameron, Carrie
(Ed.)
Grant writing is an essential skill to develop for academic and other career success but providing individual feedback to large numbers of trainees is challenging. In 2014, we launched the Stanford Biosciences Grant Writing Academy to support graduate students and postdocs in writing research proposals. Its core program is a multi-week Proposal Bootcamp designed to increase the feedback writers receive as they develop and refine their proposals. The Proposal Bootcamp consisted of two-hour weekly meetings that included mini lectures and peer review. Bootcamp participants also attended faculty review workshops to obtain faculty feedback. Postdoctoral trainees were trained and hired as course teaching assistants and facilitated weekly meetings and review workshops. Over the last six years, the annual Bootcamp has provided 525 doctoral students and postdocs with multi-level feedback (peer and faculty). Proposals from Bootcamp participants were almost twice as likely to be funded than proposals from non-Bootcamp trainees. Overall, this structured program provided opportunities for feedback from multiple peer and faculty reviewers, increased the participants’ confidence in developing and submitting research proposals, while accommodating a large number of participants.
Engineering Projects in Community Service (EPICS) is a middle and high school program, with a focus on the engineering design process and delivering real solutions to community partners. In order to evaluate the efficacy of the program, a pre-post test design was implemented to examine changes in attitudinal and behavioral measures. Pre-data were collected at the beginning of the school year, and paralleled the program’s registration process to ensure high response rates; post- data were then collected at the end of the school year. Demographic data demonstrate that of all 2018 - 2019 registered EPICS participants (N = 414), 41 percent were female; 66.6 percent were non-white; and 30 percent held first generation student status. Importantly, 68.5 percent of participants reported that neither parent or guardian is an engineer, and 65.7 percent of participants reported that they “definitely will attend” a four-year university. These data suggest that the current sample is ideal for evaluating EPICS as a pre-college engineering education program, because most participants are not experiencing engineering in the home and may be less susceptible to parental pressures for choosing engineering as a college major and potential career, but have salient intentions to attend college. In addition to collecting demographic information, participants completed a series of measures designed to capture attitudes and behaviors toward engineering as a potential career field. The main measures of interest include Engineering Identity and Doing Engineering. Engineering Identity scores reflect participants’ personal and professional identities as engineers; Doing Engineering scores indicate participants’ prior experience with engineering and its related technical skills. Baseline data on the sample reveal average engineering identities (M = 38.41, SD = 6.44, 95% CI [37.77, 39.05]). A series of t-tests was conducted to examine gender differences in these measures. Men reported significantly higher engineering identities (M = 37.65, SD = 6.58) compared to women (M = 39.54, SD = 6.09), t(360) = 2.95, p = .003, F = .037. Men reported stronger and more frequent experiences with engineering, indicated by their higher Doing Engineering scores (M = 13.75, SD = 5.16), compared to women (M = 15.31, SD = 4.69), t(368) = 3.13, p = .002, F = .003. Interestingly, first generation students reported higher engineering identities (M = 37.45, SD = 6.53) compared to non-first generation students (M = 39.66, SD = 5.99), t(375) = 3.46, p = .001, F = 1.39. To examine the relationship between Engineering Identity and Doing Engineering, a correlation analysis was conducted and a moderate, positive relationship emerged, such that as students’ experience with engineering increased, their engineering identities also increased (R = .463, p > .000).
Ali, S.
(, 2021 ASEE Virtual Annual Conference Content Access)
More women than men in the US graduate college, but women constitute only 16% of the engineering workforce [1]. Women frequently attribute their lack of persistence in engineering to a chilly academic climate [2]. Researchers have suggested that developing a robust engineering identity could moderate a climate effect and support improved retention and graduation of female engineers [2]. However, there is little empirical data on interrelationships among gender, perceived academic climate in engineering programs, engineering identity, and belonging to an engineering community. We drew on social identity theory and extant literature to develop four research questions: 1) Are there any differences between men and women regarding perceived academic climate, sense of belonging, and engineering identity? 2) Does academic climate predict engineering identity in the same way for women and men? 3)Does sense of belonging mediate the relationship between perceived academic climate and engineering identity? 4) Do engineering students who are women demonstrate different relationships among perceived climate, engineering identity, and belongingness from men? We used survey data from a multi-year NSF-funded project (Award # 1726268, #1726088, and #1725880/2033129) that incorporated experimental course-based interventions to build an inclusive curriculum. Surveys were administered at the beginning and end of the semester. We found that at the end of the semester women engineering undergraduates reported lower engineering identity though the initial engineering identity, perceived academic climate, and sense of belonging were the same for both men and women engineering undergraduates. Multiple regression analyses with 601 first-year engineer majors (21% female) indicated perceived climate and gender accounted for 48% of engineering identity variability. The interaction between perceived climate and gender on engineering identity was not statistically significant. Mediation analysis revealed that sense of belonging (b=0.42, 95% CI [0.30, 0.53]) mediated the relationship between perceived climate and engineering identity for both males and females. Sense of belonging was critical in engineering identity. Moderated mediation analysis indicated gender did not moderate the indirect effect of perceived climate on engineering identity through a sense of belonging.
Grant funding is essential to the advancement of science, technology, engineering and math (STEM) fields with certain grants viewed as especially prestigious and career formative. The goal of this project was twofold: first to describe the gender demographics of the national winners of two prestigious grants and second, to document the impact of an educational program aimed at improving the success for women in STEM fields in a local setting. In Study 1, we analyzed publicly available national data to document gender gaps in National Science Foundation’s Faculty Early Career Development Program (CAREER) and National Institutes of Health’s K01 awards from 2008-2021. Results showed that, while the ratio of K01 awards favored women, the ratio of men-to-women CAREER awardees favored men. In Study 2, we implemented a grant-writing program for CAREER awards based in self-determination theory at one university and analyzed its impact on funding success. Results comparing before the educational program and after showed that the average annual success rate increased for everyone from 11% to 33%. Women-identified faculty who participated in the program were awarded CAREER funding at a higher rate than would be expected from the number of women eligible to apply or submission rates. While the correlational and observational nature of this study make it impossible to conclude that it was only the educational programs that resulted in the benefits to women’s award success, we encourage other universities to consider adapting the program and enable faculty development around grant success.
The incarcerated population has little or no access to science education programs, STEM resources, or sci-entists. We explored the effects of a low-cost, potentially high-impact informal science education program that enabled NASA scientists to provide astrobiology lectures to adults inside 16 correctional institutions in three states. Post- versus pre-lecture surveys suggest that presentations significantly increased science content knowledge, positively shifted attitudes about science and scientists, increased a sense of science self-identity, and enhanced behavioral intentions about communicating science. These were significant across ethnicity, gender, education level, and institution type, size, location, and state. Men scored higher than women on pre-lecture survey questions. Among men, participants with greater levels of education and White non-Hispanics scored higher than those with less educational attainment and African American and other minority participants. Increases in science content knowledge were greater for women than men and, among men, for those with lower levels of education and African American participants. Women increased more in science identity than did men. Thus, even limited exposure to voluntary, non-credit science lectures delivered by scientists can be an effective way to broker a relationship to science for this underserved public group and can potentially serve as a step to broaden participation in science.
Reed, Elisabeth C., Kain, Donna, and George, Stephanie M. The Relationship Between Perceived Confidence, Gender, and Writing in a Biomedical Engineering Research Experience for Undergraduates Site. Retrieved from https://par.nsf.gov/biblio/10321694. Journal of Biomechanical Engineering 143.12 Web. doi:10.1115/1.4052764.
Reed, Elisabeth C., Kain, Donna, & George, Stephanie M. The Relationship Between Perceived Confidence, Gender, and Writing in a Biomedical Engineering Research Experience for Undergraduates Site. Journal of Biomechanical Engineering, 143 (12). Retrieved from https://par.nsf.gov/biblio/10321694. https://doi.org/10.1115/1.4052764
Reed, Elisabeth C., Kain, Donna, and George, Stephanie M.
"The Relationship Between Perceived Confidence, Gender, and Writing in a Biomedical Engineering Research Experience for Undergraduates Site". Journal of Biomechanical Engineering 143 (12). Country unknown/Code not available. https://doi.org/10.1115/1.4052764.https://par.nsf.gov/biblio/10321694.
@article{osti_10321694,
place = {Country unknown/Code not available},
title = {The Relationship Between Perceived Confidence, Gender, and Writing in a Biomedical Engineering Research Experience for Undergraduates Site},
url = {https://par.nsf.gov/biblio/10321694},
DOI = {10.1115/1.4052764},
abstractNote = {Abstract Women frequently feel alienated in science, technology, engineering, and mathematics (STEM) environments due to gender biases, ultimately leading them to feel less competent or leave the field altogether. This study utilizes personal statements from a subset of participants from a National Science Foundation (NSF) funded Research Experiences for Undergraduates (REU) Site: Biomedical Engineering in Simulations, Imaging, and Modeling (BME-SIM) to investigate how confidence is shown by participants and how confidence is perceived by faculty reviewers in personal statements. This study compares feedback from faculty reviewers to perceived and self-reported confidence using lexical (i.e., word choices and use) and syntactic (i.e., structures of language segments such as sentences, phrases, and organization of words) features of these personal statements. Women received more negative feedback related to confidence compared to their male counterparts, notably in relation to modesty. Few differences were found between writing styles of genders in their pre- and post-program statements. Overall, writing styles did not seem to correlate with the genders' perceived or self-reported confidence; however, perception of confidence suggested a relationship between genders' pre- and post-program statements when examined by noun and adjective variation. A similar relationship was found between self-reported confidence and noun variation in men and women participants. Findings suggest that writing style perceptions and practices may be influenced by gender norms; however, without looking at the specific diction and content of personal statements, these conclusions cannot be fully established.},
journal = {Journal of Biomechanical Engineering},
volume = {143},
number = {12},
author = {Reed, Elisabeth C. and Kain, Donna and George, Stephanie M.},
}
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