We contribute empirical and conceptual insights regarding the roles of digital labor platforms in online freelancing, focusing attention to social identities such as gender, race, ethnicity, and occupation. Findings highlight how digital labor platforms reinforce and exacerbate identity-based stereotypes, bias and expectations in online freelance work. We focus on online freelancing as this form of working arrangement is becoming more prevalent. Online freelancing also relies on the market-making power of digital platforms to create an online labor market. Many see this as one likely future of work with less bias. Others worry that labor platforms' market power allows them to embed known biases into new working arrangements: a platformization of inequality. Drawing on data from 108 online freelancers, we discuss six findings: 1) female freelance work is undervalued; 2) gendered occupational expectations; 3) gendered treatment; 4) shared expectations of differential values; 5) racial stereotypes and expectations; and 6) race and ethnicity as an asset. We discuss the role of design in the platformization and visibility of social identity dimensions, and the implications of the reinforced identity perceptions and marginalization in digital labor platforms.
more »
« less
Masculinized discourses of STEM interest, performance, and competence that shape university STEM students' recognition of a “ STEM person”
Abstract How individuals come to perceive themselves in STEM is predicated on their understanding of what it means to be a member of the STEM community. This association is consequential when considering the perpetuation of white male ownership of STEM knowledge and power that forces learners identifying with groups systemically marginalized by racial and gender discrimination to adopt particular norms, values, and behaviors to gain recognition. In effect, these expectations help to maintain masculinized Discourses as STEM professionals are encultured to apply the same recognition criteria to which they were judged themselves. We examine how these Discourses are maintained even as learners who identify with groups that carry histories of systemic marginalization by racist, sexist, and elitist practices gain access to STEM communities. Specifically, we explore how university STEM students attending a Hispanic Serving Institution in the United States articulate gendered expectations of STEM membership through their characterization of themselves and others as (not) STEM people. Drawing from theories in Discourse, social identity, and feminist critiques of science, we describe how students implicitly recognize STEM identity in gendered ways. We discuss how our findings illuminate the mechanisms by which STEM recognition is afforded by pointing to its dependence on masculinized displays of STEM performances, competence, and interests, leading to a cycle of marginalization as learners are encultured to perpetuate existing STEM Discourses in their recognition of others. We discuss research implications for measurements of STEM identity that do not account for gendered Discourses and offer practical implications for the design of learning experiences that co‐opt existing Discourses to inoculate gendered perceptions of a STEM person prototype. Lastly, we present a case for elevating the role of maternal caregivers and family immigration histories in STEM identity construction.
more »
« less
- Award ID(s):
- 1846167
- PAR ID:
- 10629438
- Publisher / Repository:
- Wiley
- Date Published:
- Journal Name:
- Journal of Research in Science Teaching
- Volume:
- 61
- Issue:
- 5
- ISSN:
- 0022-4308
- Page Range / eLocation ID:
- 1062 to 1092
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
More Like this
-
-
Seagroves, Scott; Barnes, Austin; Metevier, Anne; Porter, Jason; Hunter, Lisa (Ed.)Research suggests that developing an identity as a person in STEM is necessary for learners from marginalized groups to persist in STEM education and careers. These learners may perceive that their race, gender, or other characteristics make it difficult for their peers and supervisors to recognize them as scientists or engineers, thus disrupting their ability to maintain successful degree progress and to pursue their STEM career aspirations. Here we discuss the specific ways we designed inquiry workshops to not only clarify difficult core STEM content, but to also promote learners’ competence, performance, and targeted recognition as scientists. Our workshops were designed for students interested in chemistry, climate science, physics, and toxicology at the University of California, Santa Cruz (UCSC), Workshops for Engineering & Science Transfers (WEST) 2019 program. In designing our workshops, we focused on promoting the scientific identities of our learners by incorporating authentic ways for students to receive recognition from both peers and instructional facilitators, as well as allowing students to tap into their own personal interests and values. Insights from our designed assessments for learners’ understanding of our content demonstrate the success of our initiatives and provide further areas of improvement. Our goals are to create inclusive workshops to support students from all backgrounds, with emphasis on underrepresented backgrounds (community college, first generation, students of color, women, and LGBTQ+ students, etc.) as well as support them in other contexts, such as when mentoring STEM students in academic laboratory settings.more » « less
-
Abstract Identity development frameworks provide insight into why and to what extent individuals engage in STEM‐related activities. While studies of “STEM identity” often build off previously validated disciplinary and/or science identity frameworks, quantitative analyses of constructs that specifically measure STEM identity and its antecedents are scarce, making it challenging for researchers or practitioners to apply a measurement‐based perspective of participation in opportunities billed as “STEM.” In this study, we tested two expanded structural equation models of STEM identity development, building off extensions of science and disciplinary‐identity frameworks, that incorporated additional factors relevant to identity development: gender, ethnicity, home science support, parental education, and experiencing science talk in the home. Our models test theorized relationships between interest, sense of recognition, performance‐competence, and identity in the context of STEM with undergraduate students (N = 522) enrolled in introductory STEM courses at a Hispanic Serving Institution. Our findings support our measurement of STEM identity and its indicators, providing researchers with a predictive model associated with academic intentions across disciplinary domains in STEM. Further, our expanded model (i.e., Model I+) indicates significant contributions of participant gender, which has a larger indirect effect on STEM identity (β = 0.50) than the direct effect of STEM interest (β = 0.29), and of home support in relation to performance‐competence in academic contexts. Our model also posits a significant contribution of family science talk to sense of recognition as a STEM person, expanding our understandings of the important role of the home environment while challenging prior conceptions of science capital and habitus. We situate our results within a broader discussion regarding the validity of “STEM identity” as a concept and construct in the context of communities often marginalized in STEM fields.more » « less
-
Youth Identity Enactments through Storytelling during Co-design of an Educational Virtual Game WorldLindgren, R; Asino, T I; Kyza, E A; Looi, C K; Keifert, D T; Suárez, E (Ed.)This paper examines youth storytelling during co-design of an identity-expressive educational game for learning data science. Using interaction analysis of co-design interviews with middle school students, we explore how storytelling allows participants to (a) use existing game elements to position themselves and (b) express their interests and identities through imagined game futures. We argue that analyzing youth's interactive storytelling and identity enactments during co-design can inform the development of game narratives that represent diverse youth. Our findings contribute to the design of inclusive virtual worlds for STEM learning that celebrate youth identities and experiences. We discuss implications for engaging youth voices in the co-design process and creating educational games that resonate with diverse learners.more » « less
-
Offerdahl, Erika (Ed.)Despite the wealth of research exploring science, technology, engineering, and mathematics (STEM) identity and career goals in both formal and informal settings, existing literature does not consider STEM identity for undergraduate students pursuing health and medical careers through STEM pathways. We address this gap by examining the STEM identity of undergraduate STEM majors on pre-med/health tracks as it compares with that of other STEM majors, thus focusing on a population that is chronically understudied in STEM education research. We surveyed 440 undergraduate STEM students enrolled in entry-level STEM courses to assess their STEM identities and three identity precursors: interest, performance–competence, and recognition. Through regression analyses accounting for gender, major, and perceived home support around STEM, we found that pre-med/health students were more likely to have higher STEM identity and recognition scores than their peers; we did not detect a significant difference for performance–competence or interest in STEM. Although there is little tracking of pre-med/health students’ ultimate career attainment, the implications of our findings support a potential for sustaining pre-med/health students while simultaneously creating pathways to other STEM pursuits for the nearly 60% of those who do not enter medical school by offering participation in experiences that affirm their STEM identities.more » « less
An official website of the United States government

