Subtopic Deep Dive
Gender in Science Studies
Research Guide
What is Gender in Science Studies?
Gender in Science Studies examines how gender shapes scientific knowledge production, institutional cultures, and representations in fields like STS and history of science.
This subtopic analyzes gender biases in lab practices, biographies of scientists, and co-production of gender with scientific concepts (Harding, 2001, 12 citations). Key works explore multiculturalism and postcolonial perspectives in science (Harding, 2001). Recent scholarship intersects with pharmaceuticals anthropology and machine vision (Hardon and Sanabria, 2017, 158 citations; Gil-Fournier and Parikka, 2020, 29 citations).
Why It Matters
Gender in Science Studies reveals androcentric biases in scientific methods, as in postcolonial critiques of STS (Harding, 2001). It informs equity policies in STEM by documenting women's exclusion from lab histories (Jardine, 2019). Applications include reforming innovation cultures to counter gendered labor dynamics (Irani, 2023; Rockman et al., 2024).
Key Research Challenges
Archival Gender Biases
Historical records underrepresent women's contributions in science labs (Jardine, 2019). Accessing primary sources on gender in experimental practices remains limited (Higgitt and Wilsdon, 2013). This skews analyses of knowledge production.
Intersectional Analysis Gaps
Integrating gender with race and postcolonialism in STS lacks comprehensive frameworks (Harding, 2001; Benjamin reviewed by Boccio, 2022). Studies often overlook non-Western contexts (Molony, 2002). Methodological silos hinder holistic views.
Quantifying Cultural Impacts
Measuring gender's influence on scientific paradigms is challenging without longitudinal data (Fiedeler, 2011). Visual and social perception studies complicate causal links (de Gelder and Tamietto, 2010). Interdisciplinary metrics are underdeveloped.
Essential Papers
Fluid Drugs: Revisiting the Anthropology of Pharmaceuticals
Anita Hardon, Emilia Sanabria · 2017 · Annual Review of Anthropology · 158 citations
This review discusses a growing body of scholarship at the intersection of anthropology and science and technology studies (STS) that examines how drugs are rendered efficacious in laboratories, th...
Ground truth to fake geographies: machine vision and learning in visual practices
Abelardo Gil-Fournier, Jussi Parikka · 2020 · AI & Society · 29 citations
Abstract This article investigates the concept of the ground truth as both an epistemic and technical figure of knowledge that is central to discussions of machine vision and media techniques of vi...
The molecular vista: current perspectives on molecules and life in the twentieth century
Mathias Grote, Lisa Onaga, Angela N. H. Creager et al. · 2021 · History & Philosophy of the Life Sciences · 14 citations
Multiculturalism and Postcolonialism
Sandra Harding · 2001 · Science & Technology Studies · 12 citations
Science and technology studies have emerged from distinctive intellectual and political histories and interests in the last half of the Twentieth Century. Here I look at some central concerns in mu...
Race After Technology: Abolitionist Tools for the New Jim Code by Ruha Benjamin
Rachel Boccio · 2022 · Configurations · 11 citations
Reviewed by: Race After Technology: Abolitionist Tools for the New Jim Code by Ruha Benjamin Rachel Boccio Ruha Benjamin, Race After Technology: Abolitionist Tools for the New Jim Code. Cambridge: ...
Faces, Bodies, Social Vision as Agent Vision, and Social Consciousness
Béatrice de Gelder, Marco Tamietto · 2010 · Oxford University Press eBooks · 10 citations
This chapter discusses recent findings from research on face and body perception giving special attention to the implications of the findings for social vision. The first section is devoted to simi...
Encountering Innovation, Countering Innovation
Lilly Irani · 2023 · Engaging Science Technology and Society · 8 citations
What could be gained by putting science and technology studies (STS) in conversation with innovation studies (IS)? These distinct fields have shared people over decades, as they build concepts, car...
Reading Guide
Foundational Papers
Start with Sandra Harding (2001) for postcolonial gender frameworks in STS, then de Gelder and Tamietto (2010) for perception studies, as they establish core biases.
Recent Advances
Study Hardon and Sanabria (2017, 158 citations) on pharmaceuticals ethnography and Irani (2023) on innovation counters, for current intersections.
Core Methods
Archival hoarding analysis (Jardine, 2019), co-evolution modeling (Fiedeler, 2011), and multicultural STS critiques (Harding, 2001).
How PapersFlow Helps You Research Gender in Science Studies
Discover & Search
Research Agent uses searchPapers and exaSearch to find gender-focused STS papers like 'Multiculturalism and Postcolonialism' by Sandra Harding (2001), then citationGraph reveals connections to recent works like Irani (2023). findSimilarPapers expands to primatology gender studies from 250M+ OpenAlex papers.
Analyze & Verify
Analysis Agent applies readPaperContent to extract gender bias evidence from Jardine (2019), verifies claims with CoVe chain-of-verification, and runs PythonAnalysis for citation network stats on gender themes using pandas. GRADE grading scores evidence strength in multicultural critiques (Harding, 2001).
Synthesize & Write
Synthesis Agent detects gaps in gender-labor histories (Rockman et al., 2024), flags contradictions between foundational (Harding, 2001) and recent views (Benjamin, 2022). Writing Agent uses latexEditText, latexSyncCitations, and latexCompile for equity policy papers, with exportMermaid for influence diagrams.
Use Cases
"Analyze citation trends of gender bias papers in STS using Python."
Research Agent → searchPapers('gender science studies') → Analysis Agent → runPythonAnalysis(pandas on citations) → matplotlib trend plot exported as image.
"Draft LaTeX review on gender in lab histories citing Jardine."
Research Agent → citationGraph(Jardine 2019) → Synthesis Agent → gap detection → Writing Agent → latexEditText + latexSyncCitations + latexCompile → PDF review.
"Find GitHub repos analyzing gender data in science publications."
Research Agent → paperExtractUrls(Harding 2001) → Code Discovery → paperFindGithubRepo → githubRepoInspect → dataset of gender metrics.
Automated Workflows
Deep Research workflow conducts systematic review of 50+ gender STS papers, chaining searchPapers → citationGraph → structured equity report. DeepScan applies 7-step analysis with CoVe checkpoints to verify biases in Hardon (2017). Theorizer generates theories on gender-technoscience co-evolution from Fiedeler (2011) literature.
Frequently Asked Questions
What defines Gender in Science Studies?
It investigates gender's role in scientific knowledge production, lab cultures, and representations (Harding, 2001).
What are key methods?
Methods include archival analysis of lab practices (Jardine, 2019), postcolonial critiques (Harding, 2001), and social vision studies (de Gelder and Tamietto, 2010).
What are foundational papers?
Sandra Harding (2001, 12 citations) on multiculturalism; de Gelder and Tamietto (2010, 10 citations) on social vision.
What open problems exist?
Quantifying intersectional impacts and accessing biased archives remain unsolved (Harding, 2001; Jardine, 2019).
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Part of the History of Science and Medicine Research Guide