101
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Gruber J, Mendle J, Lindquist KA, Schmader T, Clark LA, Bliss-Moreau E, Akinola M, Atlas L, Barch DM, Barrett LF, Borelli JL, Brannon TN, Bunge SA, Campos B, Cantlon J, Carter R, Carter-Sowell AR, Chen S, Craske MG, Cuddy AJC, Crum A, Davachi L, Duckworth AL, Dutra SJ, Eisenberger NI, Ferguson M, Ford BQ, Fredrickson BL, Goodman SH, Gopnik A, Greenaway VP, Harkness KL, Hebl M, Heller W, Hooley J, Jampol L, Johnson SL, Joormann J, Kinzler KD, Kober H, Kring AM, Paluck EL, Lombrozo T, Lourenco SF, McRae K, Monin JK, Moskowitz JT, Natsuaki MN, Oettingen G, Pfeifer JH, Prause N, Saxbe D, Smith PK, Spellman BA, Sturm V, Teachman BA, Thompson RJ, Weinstock LM, Williams LA. The Future of Women in Psychological Science. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2020; 16:483-516. [PMID: 32901575 PMCID: PMC8114333 DOI: 10.1177/1745691620952789] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
There has been extensive discussion about gender gaps in representation and career advancement in the sciences. However, psychological science itself has yet to be the focus of discussion or systematic review, despite our field's investment in questions of equity, status, well-being, gender bias, and gender disparities. In the present article, we consider 10 topics relevant for women's career advancement in psychological science. We focus on issues that have been the subject of empirical study, discuss relevant evidence within and outside of psychological science, and draw on established psychological theory and social-science research to begin to chart a path forward. We hope that better understanding of these issues within the field will shed light on areas of existing gender gaps in the discipline and areas where positive change has happened, and spark conversation within our field about how to create lasting change to mitigate remaining gender differences in psychological science.
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Affiliation(s)
- June Gruber
- Department of Psychology and Neuroscience, University of Colorado Boulder
| | - Jane Mendle
- Department of Human Development, Cornell University
| | | | - Toni Schmader
- Department of Psychology, University of British Columbia
| | | | - Eliza Bliss-Moreau
- Department of Psychology, University of California, Davis, and the California National Primate Research Center, Davis, California
| | | | - Lauren Atlas
- National Center for Complementary and Integrative Health and National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Deanna M Barch
- Department of Psychological & Brain Sciences, Washington University in St. Louis.,Departments of Psychiatry and Radiology, School of Medicine, Washington University in St. Louis
| | - Lisa Feldman Barrett
- Department of Psychology, Northeastern University.,Massachusetts General Hospital/Harvard Medical School
| | - Jessica L Borelli
- Department of Psychological Science, University of California, Irvine
| | | | - Silvia A Bunge
- Department of Psychology, University of California, Berkeley
| | - Belinda Campos
- Department of Psychological Science, University of California, Irvine.,Department of Chicano/Latino Studies, University of California, Irvine
| | | | - Rona Carter
- Department of Psychology, University of Michigan
| | - Adrienne R Carter-Sowell
- Department of Psychological and Brain Sciences and Africana Studies Program, Texas A&M University
| | - Serena Chen
- Department of Psychology, University of California, Berkeley
| | | | | | - Alia Crum
- Department of Psychology, Stanford University
| | | | | | - Sunny J Dutra
- Department of Clinical Psychology, William James College
| | | | | | | | | | | | - Alison Gopnik
- Department of Psychology, University of California, Berkeley
| | | | | | - Mikki Hebl
- Department of Psychology, Rice University
| | - Wendy Heller
- Department of Psychology, University of Illinois Urbana-Champaign
| | - Jill Hooley
- Department of Psychology, Harvard University
| | | | - Sheri L Johnson
- Department of Psychology, University of California, Berkeley
| | | | | | - Hedy Kober
- Department of Clinical Psychology, William James College.,Department of Psychology, Yale University
| | - Ann M Kring
- Department of Psychology, University of California, Berkeley
| | | | | | | | | | - Joan K Monin
- Social and Behavioral Sciences, Yale School of Public Health
| | | | | | | | | | | | - Darby Saxbe
- Department of Psychology, University of Southern California
| | - Pamela K Smith
- Rady School of Management, University of California, San Diego
| | | | - Virginia Sturm
- Memory and Aging Center, University of California, San Francisco
| | | | - Renee J Thompson
- Department of Psychological & Brain Sciences, Washington University in St. Louis
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102
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Skitka LJ, Melton ZJ, Mueller AB, Wei KY. The Gender Gap: Who Is (and Is Not) Included on Graduate-Level Syllabi in Social/Personality Psychology. PERSONALITY AND SOCIAL PSYCHOLOGY BULLETIN 2020; 47:863-872. [PMID: 32856520 DOI: 10.1177/0146167220947326] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We contacted a random sample of social/personality psychologists in the United States and asked for copies of their graduate syllabi. We coded more than 3,400 papers referenced on these syllabi for gender of authors as well as other characteristics. Less than 30% of the papers referenced on these syllabi were written by female first authors, with no evidence of a trend toward greater inclusion of papers published by female first authors since the 1980s. The difference in inclusion rates of female first-authored papers could not be explained by a preference for including classic over contemporary papers in syllabi (there was evidence of a recency bias instead) or the relative availability of female first-authored papers in the published literature. Implications are discussed.
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103
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Thelwall M, Mas-Bleda A. A gender equality paradox in academic publishing: Countries with a higher proportion of female first-authored journal articles have larger first-author gender disparities between fields. QUANTITATIVE SCIENCE STUDIES 2020. [DOI: 10.1162/qss_a_00050] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Current attempts to address the shortfall of female researchers in science, technology, engineering, and mathematics (STEM) have not yet succeeded, despite other academic subjects having female majorities. This article investigates the extent to which gender disparities are subject-wide or nation-specific by a first-author gender comparison of 30 million articles from all 27 Scopus broad fields within the 31 countries with the most Scopus-indexed articles 2014–2018. The results show overall and geocultural patterns as well as individual national differences. Almost half of the subjects were always more male (seven; e.g., Mathematics) or always more female (six; e.g., Immunology & Microbiology) than the national average. A strong overall trend (Spearman correlation 0.546) is for countries with a higher proportion of female first-authored research to also have larger differences in gender disparities between fields (correlation 0.314 for gender ratios). This confirms the international gender equality paradox previously found for degree subject choices: Increased gender equality overall associates with moderately greater gender differentiation between subjects. This is consistent with previous United States-based claims that gender differences in academic careers are partly due to (socially constrained) gender differences in personal preferences. Radical solutions may therefore be needed for some STEM subjects to overcome gender disparities.
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Affiliation(s)
- Mike Thelwall
- Statistical Cybermetrics Research Group, University of Wolverhampton, Wulfruna Street, Wolverhampton WV1 1LY, UK
| | - Amalia Mas-Bleda
- Statistical Cybermetrics Research Group, University of Wolverhampton, Wulfruna Street, Wolverhampton WV1 1LY, UK
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104
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105
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RissleR LJ, Hale KL, Joffe NR, Caruso NM. Gender Differences in Grant Submissions across Science and Engineering Fields at the NSF. Bioscience 2020; 70:814-820. [PMID: 32973410 PMCID: PMC7498325 DOI: 10.1093/biosci/biaa072] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
There has been great growth in women's participation in the US academic doctoral workforce, but underrepresentation remains in all science and engineering fields, especially at high academic ranks. We obtained estimates of the numbers of professorial women and men in fields likely to seek funding from the National Science Foundation and aligned those numbers with each of six research directorates to investigate temporal trends in submission patterns. We found that women are as likely to be funded as men, but the percentage of women submitting proposals was less than expected in every field but engineering. Women are as likely as men to be employed at the most research active institutions, but women are less likely than men to self-report research as their primary work activity in almost all fields but engineering. This work imbalance ultimately limits the diversity of basic science research ideas in science and engineering.
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Affiliation(s)
- Leslie J RissleR
- Division of Environmental Biology, National Science Foundation, Alexandria, Virginia
| | - Katherine L Hale
- National Center for Science and Engineering Statistics, part of the National Science Foundation, Alexandria, Virginia
| | - Nina R Joffe
- Department of Biology, New Mexico State University, Las Cruces
| | - Nicholas M Caruso
- Department of Fish and Wildlife, Virginia Tech, Blacksburg, Virginia
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106
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Graduates’ Opium? Cultural Values, Religiosity and Gender Segregation by Field of Study. SOCIAL SCIENCES-BASEL 2020. [DOI: 10.3390/socsci9080135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This paper studies the relationship between cultural values and gender distribution across fields of study in higher education. I compute national, field and subfield-level gender segregation indices for a panel dataset of 26 OECD countries for 1998–2012. This panel dataset expands the focus of previous macro-level research by exploiting data on gender segregation in specific subfields of study. Fixed-effects estimates associate higher country-level religiosity with lower gender segregation in higher education. These models crucially control for potential segregation factors, such as labor market and educational institutions, and gender gaps in both self-beliefs and academic performance in math among young people.
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107
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Understanding educational, occupational, and creative outcomes requires assessing intraindividual differences in abilities and interests. Proc Natl Acad Sci U S A 2020; 117:16720-16722. [PMID: 32661167 DOI: 10.1073/pnas.2009042117] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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108
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Affiliation(s)
- Joseph R Cimpian
- Department of Applied Statistics, Social Science, and Humanities, Steinhardt School of Culture, Education, and Human Development, New York University, New York, NY, USA.
| | - Taek H Kim
- Department of Applied Statistics, Social Science, and Humanities, Steinhardt School of Culture, Education, and Human Development, New York University, New York, NY, USA
| | - Zachary T McDermott
- Robert F. Wagner Graduate School of Public Service, New York University, New York, NY, USA
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109
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Wee S, Newman DA, Song QC, Schinka JA. Vocational interests, gender, and job performance: Two person–occupation cross‐level interactions. PERSONNEL PSYCHOLOGY 2020. [DOI: 10.1111/peps.12411] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Serena Wee
- School of Psychological Science University of Western Australia Crawley Western Australia Australia
| | - Daniel A. Newman
- Department of Psychology and School of Labor & Employment Relations University of Illinois at Urbana–Champaign Champaign Illinois
| | - Q. Chelsea Song
- Department of Psychological Sciences Purdue University West Lafayette Indiana
| | - John A. Schinka
- School of Aging Studies University of South Florida Tampa Florida
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110
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Where to from Here? Women Remain Absent from Senior Academic Positions at Aotearoa New Zealand’s Universities. EDUCATION SCIENCES 2020. [DOI: 10.3390/educsci10060152] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In light of policies and programs designed to address the domination of academic positions by male, frequently white individuals, we review the participation of women, one of multiple minority identities within the academy, in Aotearoa New Zealand’s academic workforce using employment data from eight universities from 2002–2017. While the number of women employed continues to improve, the rate has slowed in recent years and senior roles remain heavily dominated by men. Women were more likely to be employed at lower levels of seniority, to advance to seniority more slowly than male colleagues, and were more likely to be employed part-time. We call for active strategies to address the cultural and structural bias in universities that favour the hiring and promotion of men to improve workforce diversity at all levels of seniority.
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111
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Hanin V, Colognesi S, Van Nieuwenhoven C. From perceived competence to emotion regulation: assessment of the effectiveness of an intervention among upper elementary students. EUROPEAN JOURNAL OF PSYCHOLOGY OF EDUCATION 2020. [DOI: 10.1007/s10212-020-00481-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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112
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Kranak MP, Falligant JM, Bradtke P, Hausman NL, Rooker GW. Authorship trends in the Journal of Applied Behavior Analysis: An update. J Appl Behav Anal 2020; 53:2376-2384. [PMID: 32449993 DOI: 10.1002/jaba.726] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 04/15/2020] [Accepted: 04/16/2020] [Indexed: 11/10/2022]
Abstract
The Journal of Applied Behavior Analysis (JABA) is considered the flagship journal for the discipline of applied behavior analysis. Thus, popular research topics and other publication trends within JABA reflect the current cultural and scientific contingencies governing the field of behavior analysis. Researchers have previously quantified a number of authorship trends in JABA (and other behavior-analytic journals) across a number of variables, such as gender identity and sex of author, country of origin, or seniority within the field (Dunlap et al., 1998) to examine demographic and organizational factors associated with successful publication in JABA. These analyses ought to be conducted continuously to monitor trends and detect any potential biases (e.g., sexism). Accordingly, the purpose of the present investigation was to replicate previous research in this area (e.g., Dymond et al., 2000) and provide an update of current publication trends within JABA. Implications for future research and publishing practices are discussed.
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Affiliation(s)
- Michael P Kranak
- Kennedy Krieger Institute.,Johns Hopkins University School of Medicine
| | | | | | - Nicole L Hausman
- Kennedy Krieger Institute.,Johns Hopkins University School of Medicine
| | - Griffin W Rooker
- Kennedy Krieger Institute.,Johns Hopkins University School of Medicine
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113
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114
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Factors that contribute to the underrepresentation of women in science careers worldwide: a literature review. SOCIAL PSYCHOLOGY OF EDUCATION 2020. [DOI: 10.1007/s11218-020-09558-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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115
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Kinoshita TJ, Knight DB, Borrego M, Wall Bortz WE. Illuminating systematic differences in no job offers for STEM doctoral recipients. PLoS One 2020; 15:e0231567. [PMID: 32348344 PMCID: PMC7190089 DOI: 10.1371/journal.pone.0231567] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Accepted: 03/26/2020] [Indexed: 11/18/2022] Open
Abstract
This study examines differences across demographic subgroups in the phenomenon of recent doctoral recipients seeking work but having no job offers for employment. Gender and race/ethnicity have been identified as two characteristics with considerable issues of representation in a number of science and engineering fields, particularly at the doctoral level. Using the NSF Survey of Earned Doctorates dataset, which includes over 298,000 respondents in the biological sciences, engineering, and physical sciences since 1977, we use logistic regression modelling to examine the likelihood of doctoral recipients having no offers at the time of graduation as a function of race, gender, family and funding variables. We find that across the fields of biology, engineering, and physical sciences, women and underrepresented minorities have a higher prevalence of having no job offers, but this relationship has notable interaction effects for family variables and doctoral program funding mechanism. Importantly, marital status accounts for differences in job offers between genders that deserves further exploration.
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Affiliation(s)
- Timothy J. Kinoshita
- Engineering Education, Virginia Tech, Blacksburg, Virginia, United States of America
| | - David B. Knight
- Engineering Education, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Maura Borrego
- Mechanical Engineering, University of Texas at Austin, Austin, Texas, United States of America
| | - Whitney E. Wall Bortz
- Engineering Education, Virginia Tech, Blacksburg, Virginia, United States of America
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116
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The impact of penalties for wrong answers on the gender gap in test scores. Proc Natl Acad Sci U S A 2020; 117:8794-8803. [PMID: 32253310 DOI: 10.1073/pnas.1920945117] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Multiple-choice examinations play a critical role in university admissions across the world. A key question is whether imposing penalties for wrong answers on these examinations deters guessing from women more than men, disadvantaging female test-takers. We consider data from a large-scale, high-stakes policy change that removed penalties for wrong answers on the national college entry examination in Chile. The policy change reduced a large gender gap in questions skipped. It also narrowed gender gaps in performance, primarily among high-performing test-takers, and in the fields of math, social science, and chemistry.
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117
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Hustad IB, Bandholtz J, Herlitz A, Dekhtyar S. Occupational Attributes and Occupational Gender Segregation in Sweden: Does It Change Over Time? Front Psychol 2020; 11:554. [PMID: 32273865 PMCID: PMC7113558 DOI: 10.3389/fpsyg.2020.00554] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 03/09/2020] [Indexed: 12/01/2022] Open
Abstract
Sweden consistently ranks at the top of international assessments of gender equality, but paradoxically exhibits marked horizontal gender segregation in the labor market. By combining administrative and respondent-collected data, this study investigates whether occupational attributes are associated with sex distribution in Swedish occupations over a 10-year period between 2002 and 2011. Results show that the proportion of women was higher, on average, in occupations high in people orientation and verbal demands and lower in occupations high in things orientation and numerical demands. Mixed linear models showed a trend for desegregation during this period, as the proportion of women in people-oriented occupations has declined and a trend for an increase in the proportion of women in numerically demanding occupations was observed. Occupational attributes aid the understanding of gender segregation but patterns of segregation seem to change over time.
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Affiliation(s)
- Ingvill Bagøien Hustad
- Department of Clinical Neuroscience, Division of Psychology, Karolinska Institutet, Stockholm, Sweden
| | - Johan Bandholtz
- Department of Clinical Neuroscience, Division of Psychology, Karolinska Institutet, Stockholm, Sweden
| | - Agneta Herlitz
- Department of Clinical Neuroscience, Division of Psychology, Karolinska Institutet, Stockholm, Sweden
| | - Serhiy Dekhtyar
- Department of Neurobiology, Care Sciences and Society, Aging Research Center, Karolinska Institutet, Stockholm, Sweden
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118
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Martin JH, Bowden NA. College conferences: time for merit-based selection of speakers and educators? Intern Med J 2020; 50:393-395. [PMID: 32270612 DOI: 10.1111/imj.14798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 02/17/2020] [Indexed: 11/27/2022]
Affiliation(s)
- Jennifer H Martin
- Internal Medicine, Hunter New England Health, Newcastle, New South Wales, Australia.,Department of Clinical Pharmacology, University of Newcastle, Newcastle, New South Wales, Australia
| | - Nikola A Bowden
- Internal Medicine, University of Newcastle, Hunter Medical Research Institute, Newcastle, New South Wales, Australia
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119
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Roeser A, Bouillet L, Papo T, Cohen-Aubart F. Women's representation in French Internal Medicine meetings: gender distribution among speakers, moderators and organisers, 2013-2018. Intern Med J 2020; 50:477-480. [PMID: 32270623 DOI: 10.1111/imj.14791] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Revised: 03/24/2019] [Accepted: 03/26/2019] [Indexed: 01/05/2023]
Abstract
Medical meetings are a time for increasing scientific visibility and leadership. We aimed to examine women's representation in French National Internal Medicine meetings (2013-2018). Women represented 25% of congress presidents, 22% of plenary session speakers, 19% of plenary session moderators and 25% oral session moderators, but 45% of anonymously selected oral communication speakers. Women are under-represented among invited speakers in French Internal Medicine meetings.
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Affiliation(s)
- Anaïs Roeser
- Sorbonne Université, Assistance Publique Hôpitaux de Paris, Hôpital de la Pitié Salpêtrière, Service de Médecine Interne 2, Centre National de Référence Maladies Systémiques Rares et Histiocytoses, Paris, France
| | - Laurence Bouillet
- Université Grenoble Alpes, CHU de Grenoble, Service de Médecine Interne, Grenoble, France
| | - Thomas Papo
- Université Paris Diderot, Assistance Publique Hôpitaux de Paris, Hôpital Bichat, Service de Médecine Interne, Paris, France
| | - Fleur Cohen-Aubart
- Sorbonne Université, Assistance Publique Hôpitaux de Paris, Hôpital de la Pitié Salpêtrière, Service de Médecine Interne 2, Centre National de Référence Maladies Systémiques Rares et Histiocytoses, Paris, France
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120
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Machlovi S, Pero A, Ng S, Zhong M, Cai D. Women in neuroscience: Where are we in 2019? J Neurosci Res 2020; 99:9-12. [PMID: 32267025 PMCID: PMC7754118 DOI: 10.1002/jnr.24570] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 11/20/2019] [Indexed: 11/25/2022]
Affiliation(s)
- Saima Machlovi
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Adriana Pero
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sabrina Ng
- Department of Science and Technology Studies, Cornell University, Ithaca, NY, USA
| | - Margaret Zhong
- Department of Neuroscience and Behavior, Barnard College of Columbia University, New York, NY, USA
| | - Dongming Cai
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Research and Development, James J. Peters VA Medical Center, Bronx, NY, USA.,Neurology Section, James J. Peters VA Medical Center, Bronx, NY, USA
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121
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Increasing Diversity in Science: It Begins With All of Us. Biol Psychiatry 2020; 87:379-381. [PMID: 32029071 DOI: 10.1016/j.biopsych.2019.12.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 12/04/2019] [Accepted: 12/06/2019] [Indexed: 11/21/2022]
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122
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Borgonovi F, Greiff S. Societal level gender inequalities amplify gender gaps in problem solving more than in academic disciplines. INTELLIGENCE 2020. [DOI: 10.1016/j.intell.2019.101422] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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123
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Liu B, Platow MJ. Chinese adolescents’ belief in a just world and academic resilience: The mediating role of perceived academic competence. SCHOOL PSYCHOLOGY INTERNATIONAL 2020. [DOI: 10.1177/0143034320908001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The current study examined the relationship between belief in a just world and self-reported academic resilience, and whether perceived academic competence mediated this relationship. Seven-hundred fifty-one students enrolled in a middle school and a high school (45.81% male, 15 to 16 years old) from two regions of China participated in this study. Structural equation modeling indicated that general belief in a just world was: (1) directly associated with academic resilience, and (2) indirectly associated with students’ academic resilience through perceived academic competence, after controlling for the effects of gender and socioeconomic status. This study provides insight into how broader social-ideological understandings of the world (e.g., belief in a just world) may guide individual self-construals (e.g., perceived academic competence) to affect individual persistence in the face of adversity (e.g., resilience). Implications and limitations of the current study are discussed.
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Affiliation(s)
- Bingyu Liu
- Faculty of Psychology, Southwest University, Chongqing, China
| | - Michael J. Platow
- Research School of Psychology, The Australian National University, Canberra, Australia
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124
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Roberto F, Rey A, Maglio R, Agliata F. The academic “glass-ceiling”: investigating the increase of female academicians in Italy. INTERNATIONAL JOURNAL OF ORGANIZATIONAL ANALYSIS 2020. [DOI: 10.1108/ijoa-06-2019-1779] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
This study addresses gender composition in universities. The purpose of this study is to define the vertical and horizontal gender segregation in both public and private universities. In particular, it measures the gender distribution throughout academic careers across levels and time, and among fields of science in Italian academia.
Design/methodology/approach
The authors adopted the framework of Blackburn et al. (2002) as a theoretical lens through which they examine and explain occupational gender segregation in the university context. A mixed methodology of both document analysis and examining some statistical indicators was used to create gender-disaggregated measures to help the authors answer their research questions. The data collected represent academia in Italy for the period 2010-2018. The data were obtained from the Italian Ministry of Education, University and Research.
Findings
The authors show the gendered nature of academic institutions in Italy. In particular, the authors acknowledge that hierarchies of power exist that privilege men and the masculine and devalue women and the feminine within academic institutions.
Practical implications
This paper provides theoretical and practical findings that support the literature on gender issues in universities and other public and/or private institutions. The academic community, practitioners and policymakers can use the results to design measures to address gender inequality in academia.
Originality/value
To the best of the authors’ knowledge, this paper is novel because it provides gender-relevant insights on the gender composition in universities in the Italian context. These insights are also relevant for academic institutions that operate in an international setting.
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125
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Litman L, Robinson J, Rosen Z, Rosenzweig C, Waxman J, Bates LM. The persistence of pay inequality: The gender pay gap in an anonymous online labor market. PLoS One 2020; 15:e0229383. [PMID: 32084233 PMCID: PMC7034870 DOI: 10.1371/journal.pone.0229383] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 02/05/2020] [Indexed: 11/19/2022] Open
Abstract
Studies of the gender pay gap are seldom able to simultaneously account for the range of alternative putative mechanisms underlying it. Using CloudResearch, an online microtask platform connecting employers to workers who perform research-related tasks, we examine whether gender pay discrepancies are still evident in a labor market characterized by anonymity, relatively homogeneous work, and flexibility. For 22,271 Mechanical Turk workers who participated in nearly 5 million tasks, we analyze hourly earnings by gender, controlling for key covariates which have been shown previously to lead to differential pay for men and women. On average, women’s hourly earnings were 10.5% lower than men’s. Several factors contributed to the gender pay gap, including the tendency for women to select tasks that have a lower advertised hourly pay. This study provides evidence that gender pay gaps can arise despite the absence of overt discrimination, labor segregation, and inflexible work arrangements, even after experience, education, and other human capital factors are controlled for. Findings highlight the need to examine other possible causes of the gender pay gap. Potential strategies for reducing the pay gap on online labor markets are also discussed.
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Affiliation(s)
- Leib Litman
- Department of Psychology, Lander College, Flushing, New York, United States of America
- * E-mail: (LL); (LB)
| | - Jonathan Robinson
- Department of Computer Science, Lander College, Flushing, New York, United States of America
| | - Zohn Rosen
- Department of Health Policy & Management, Mailman School of Public Health, Columbia University, New York, New York, United States of America
| | - Cheskie Rosenzweig
- Department of Clinical Psychology, Columbia University, New York, New York, United States of America
| | - Joshua Waxman
- Department of Computer Science, Stern College for Women, New York, New York, United States of America
| | - Lisa M. Bates
- Department of Epidemiology, Mailman School of Public Health, Columbia University New York, New York, United States of America
- * E-mail: (LL); (LB)
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126
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Richardson SS, Reiches MW, Bruch J, Boulicault M, Noll NE, Shattuck-Heidorn H. Is There a Gender-Equality Paradox in Science, Technology, Engineering, and Math (STEM)? Commentary on the Study by Stoet and Geary (2018). Psychol Sci 2020; 31:338-341. [PMID: 32043923 DOI: 10.1177/0956797619872762] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Sarah S Richardson
- Department of the History of Science, Harvard University.,Committee on Degrees in Studies of Women, Gender, and Sexuality, Harvard University
| | | | - Joe Bruch
- Department of Population Health Sciences, Harvard University
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127
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Gender stereotypes and incremental beliefs in STEM and non-STEM students in three countries: relationships with performance in cognitive tasks. PSYCHOLOGICAL RESEARCH 2020; 85:554-567. [PMID: 31960121 DOI: 10.1007/s00426-019-01285-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 12/30/2019] [Indexed: 12/19/2022]
Abstract
Women's underrepresentation in science, technology, engineering and mathematics (STEM) has been linked, among others, to gender stereotypes and ability-related beliefs as well as gender differences in specific cognitive abilities. However, the bulk of studies focused on gender stereotypes related to mathematics. The present study, therefore, aimed to map gender stereotypes and incremental beliefs (i.e., the conviction about modifiability) with respect to a wide range of stereotypical male-favouring and female-favouring abilities. Gender stereotypes and incremental beliefs were assessed with self-report questionnaires in 132 STEM students (65 women) and 124 non-STEM students (73 women) in three European countries ranked in the top, middle, and bottom of the Global Gender Gap Report. Moreover, a mental rotation and a verbal fluency test were completed. Men endorsed male-favouring stereotypes more than women, and women endorsed female-favouring stereotypes more than men, an effect that was most pronounced in the country with the larger gender gap. Male STEM students endorsed male-favouring stereotypes more strongly than male non-STEM and female STEM students. Male non-STEM students endorsed female-favouring stereotypes less than female and male STEM students. Female STEM students reported higher incremental beliefs than female non-STEM students, especially in the country with the lowest gender gap. Men outperformed women, and STEM students outperformed non-STEM in mental rotation, while women outperformed men in verbal fluency. Male STEM students' stronger endorsement of male-favouring stereotypes might reflect genuine group differences, at least in mental rotation. While potentially such gender stereotypes can help creating a "chilly climate" where women in academic STEM degrees are expected to perform poorly, those women believed more in the possibility to change and improve in male-favouring abilities which could help them to overcome the potential negative effect of stereotyping.
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128
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Thelwall M. Female citation impact superiority 1996–2018 in six out of seven English‐speaking nations. J Assoc Inf Sci Technol 2019. [DOI: 10.1002/asi.24316] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Mike Thelwall
- Statistical Cybermetrics Research GroupUniversity of Wolverhampton Wolverhampton UK
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129
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Kou M, Zhang Y, Zhang Y, Chen K, Guan J, Xia S. Does gender structure influence R&D efficiency? A regional perspective. Scientometrics 2019. [DOI: 10.1007/s11192-019-03282-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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130
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Fox CW, Duffy MA, Fairbairn DJ, Meyer JA. Gender diversity of editorial boards and gender differences in the peer review process at six journals of ecology and evolution. Ecol Evol 2019. [PMCID: PMC6953666 DOI: 10.1002/ece3.5794] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Despite substantial progress for women in science, women remain underrepresented in many aspects of the scholarly publication process. We examined how the gender diversity of editors and reviewers changed over time for six journals in ecology and evolution (2003–2015 for four journals, 2007–2015 or 2009–2015 for the other two), and how several aspects of the peer review process differed between female and male editors and reviewers. We found that for five of the six journals, women were either absent or very poorly represented as handling editors at the beginning of our dataset. The representation of women increased gradually and consistently, with women making up 29% of the handling editors (averaged across journals) in 2015, similar to the representation of women as last authors on ecology papers (23% in 2015) but lower than the proportion of women among all authors (31%) and among members of the societies that own the journals (37%–40%). The proportion of women among reviewers has also gradually but consistently increased over time, reaching 27% by 2015. Female editors invited more female reviewers than did male editors, and this difference increased with age of the editor. Men and women who were invited to review did not differ in whether they responded to the review invitation, but, of those that responded, women were slightly more likely to agree to review. In contrast, women were less likely than men to accept invitations to serve on journal editorial boards. Our analyses indicate that there has been progress in the representation of women as reviewers and editors in ecology and evolutionary biology, but women are still underrepresented among the gatekeepers of scholarly publishing relative to their representation among researchers.
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Affiliation(s)
- Charles W. Fox
- Department of Entomology University of Kentucky Lexington KY USA
| | - Meghan A. Duffy
- Department of Ecology & Evolutionary Biology University of Michigan Ann Arbor MI USA
| | - Daphne J. Fairbairn
- Department of Evolution, Ecology and Organismal Biology University of California Riverside CA USA
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131
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Corsi M, D’Ippoliti C, Zacchia G. Diversity of backgrounds and ideas: The case of research evaluation in economics. RESEARCH POLICY 2019. [DOI: 10.1016/j.respol.2019.103820] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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132
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Graddy-Reed A, Lanahan L, Eyer J. Gender discrepancies in publication productivity of high-performing life science graduate students. RESEARCH POLICY 2019. [DOI: 10.1016/j.respol.2019.103838] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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133
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Thelwall M, Nevill T. No evidence of citation bias as a determinant of STEM gender disparities in US biochemistry, genetics and molecular biology research. Scientometrics 2019. [DOI: 10.1007/s11192-019-03271-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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134
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Bautista-Puig N, García-Zorita C, Mauleón E. European Research Council: excellence and leadership over time from a gender perspective. RESEARCH EVALUATION 2019. [DOI: 10.1093/reseval/rvz023] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Abstract
European Research Council Grants (ERC) have become the most important vehicle for funding scientific research in the EU. Since their creation in 2007, they have provided funding for around 7,000 of the nearly 70,000 proposals for research projects submitted. With a success rate of about 11%, these Grants are highly competitive. Despite major advancement of women’s participation in research activity, women overall remain the minority in Science, Technology, Engineering and Mathematics (STEM disciplines). Against that backdrop, this article analyses men’s and women’s presence in ERC Grants. The gender balance in the ERC Grant, have been examined in three dimensions: Excellence Awarded; Scientific Leadership Position; and Time Series Evolution. The results show that female presence is lower than men as submitted (26% vs 74%), granted (22% vs 78%), expert panel members (28% vs 72%), and as a panel chair (26% vs 74%). State-space prediction of the future pattern of these grants shows that time has no clearly beneficial effect on women’s participation as applicants, granted, expert panel members or panel chairs, particularly in the area of Physics and Engineering.
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Affiliation(s)
- Núria Bautista-Puig
- Research Institute for Higher Education and Science (INAECU), University Carlos III of Madrid, Madrid, Spain
- LEMI (Laboratory on Metric Information Studies), Department of Library and Information Sciences, University Carlos III of Madrid, Madrid, Spain
| | - Carlos García-Zorita
- Research Institute for Higher Education and Science (INAECU), University Carlos III of Madrid, Madrid, Spain
- LEMI (Laboratory on Metric Information Studies), Department of Library and Information Sciences, University Carlos III of Madrid, Madrid, Spain
| | - Elba Mauleón
- Research Institute for Higher Education and Science (INAECU), University Carlos III of Madrid, Madrid, Spain
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135
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Ryan AM, King DD, Elizondo F, Wadlington P. Social identity management strategies of women in STEM fields. JOURNAL OF OCCUPATIONAL AND ORGANIZATIONAL PSYCHOLOGY 2019. [DOI: 10.1111/joop.12294] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Ann Marie Ryan
- Department of Psychology Michigan State University East Lansing Michigan USA
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136
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James A, Chisnall R, Plank MJ. Gender and societies: a grassroots approach to women in science. ROYAL SOCIETY OPEN SCIENCE 2019; 6:190633. [PMID: 31598298 PMCID: PMC6774970 DOI: 10.1098/rsos.190633] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 07/26/2019] [Indexed: 05/29/2023]
Abstract
Women are under-represented in science. We show that the extent of the gender gap varies depending on the status of the position in question and there are simple steps that can be taken to improve diversity. We analyse data on the activities of over 30 science societies spanning four countries and five distinct discipline areas. Our results show that women tend to be equally represented in lower status roles and awards, e.g. student prizes and editorships, but under-represented in higher status roles, e.g. late-career awards and chief editorships. We develop a simple mathematical model to explore the role of homophily in decision making and quantify the effect of simple steps that can be taken to improve diversity. We conclude that, when the stakes are low, efforts to tackle historic gender bias towards men have been at least partially successful, but when the stakes are higher male dominance is often still the norm.
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Affiliation(s)
- Alex James
- School of Maths and Stats, University of Canterbury, Christchurch 8140, New Zealand
- Te Pūnaha Matatini, a New Zealand Centre of Research Excellence, Christchurch, New Zealand
| | - Rose Chisnall
- School of Maths and Stats, University of Canterbury, Christchurch 8140, New Zealand
| | - Michael J. Plank
- School of Maths and Stats, University of Canterbury, Christchurch 8140, New Zealand
- Te Pūnaha Matatini, a New Zealand Centre of Research Excellence, Christchurch, New Zealand
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137
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Steffens MC, Preuß S, Scheifele C. Work-Related Impression Formation: Reviewing Parenthood Penalties and Investigating a “Fatherhood Penalty” for Single Fathers. BASIC AND APPLIED SOCIAL PSYCHOLOGY 2019. [DOI: 10.1080/01973533.2019.1652177] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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138
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Labinaz A, Marbach JA, Jung RG, Moreland R, Motazedian P, Di Santo P, Clancy AA, MacDonald Z, Simard T, Hibbert B, Ramirez FD. Female Authorship in Preclinical Cardiovascular Research: Temporal Trends and Influence on Experimental Design. ACTA ACUST UNITED AC 2019; 4:471-477. [PMID: 31468001 PMCID: PMC6712050 DOI: 10.1016/j.jacbts.2019.04.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 04/22/2019] [Accepted: 04/27/2019] [Indexed: 11/28/2022]
Abstract
In this analysis of 3,396 preclinical studies published in 5 leading cardiovascular journals over a 10-year period, women accounted for 24 ± 17% of authors per manuscript. Female authorship is increasing in preclinical cardiovascular science, but the proportions of articles with first and senior authors of different sex have remained unchanged, which suggests that segregation by sex in mentorship relationships exists and persists. In preclinical studies that reported the sex of the animals used, female authorship was positively associated with studying female animals, using animals of both sexes, and reporting sex-specific results, which are findings that persisted in adjusted and sensitivity analyses. Author sex was not associated with other measures of methodological rigor or with 60-month citation counts.
In this analysis of 3,396 preclinical cardiovascular studies, women were first, senior, and both first and senior authors in 41.3%, 20.7%, and 11.0% of the studies, respectively. Female authorship increased over a 10-year period. However, the proportion of studies with first and senior authors of differing sex was low and stable, suggesting that segregation by sex in mentorship relationships exists and persists. Female authors were more likely to consider sex as a biological variable, but author sex was not associated with other measures of experimental rigor or research impact, indicating that women’s underrepresentation was not due to differences in research capacity or impact.
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Affiliation(s)
- Alisha Labinaz
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Vascular Biology and Experimental Medicine Laboratory, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Faculty of Science, University of Ottawa, Ottawa, Ontario, Canada
| | - Jeffrey A Marbach
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Richard G Jung
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Vascular Biology and Experimental Medicine Laboratory, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada.,Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Robert Moreland
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Pouya Motazedian
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Pietro Di Santo
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Aisling A Clancy
- Department of Obstetrics and Gynecology, University of Ottawa, Ottawa, Ontario, Canada.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Zachary MacDonald
- Department of Emergency Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Trevor Simard
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Vascular Biology and Experimental Medicine Laboratory, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Benjamin Hibbert
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Vascular Biology and Experimental Medicine Laboratory, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - F Daniel Ramirez
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.,School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
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139
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Gender in Science, Technology, Engineering, and Mathematics: Issues, Causes, Solutions. J Neurosci 2019; 39:7228-7243. [PMID: 31371423 DOI: 10.1523/jneurosci.0475-18.2019] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2019] [Revised: 06/21/2019] [Accepted: 07/27/2019] [Indexed: 11/21/2022] Open
Abstract
The landscape of gender in education and the workforce has shifted over the past decades: women have made gains in representation, equitable pay, and recognition through awards, grants, and publications. Despite overall change, differences persist in the fields of science, technology, engineering, and mathematics (STEM). This Viewpoints article on gender disparities in STEM offers an overarching perspective by addressing what the issues are, why the issues may emerge, and how the issues may be solved. In Part 1, recent data on gaps in representation, compensation, and recognition (awards, grants, publications) are reviewed, highlighting differences across subfields (e.g., computer science vs biology) and across career trajectories (e.g., bachelor's degrees vs senior faculty). In Part 2, evidence on leading explanations for these gaps, including explanations centered on abilities, preferences, and explicit and implicit bias, is presented. Particular attention is paid to implicit bias: mental processes that exist largely outside of conscious awareness and control in both male and female perceivers and female targets themselves. Given its prevalence and persistence, implicit bias warrants a central focus for research and application. Finally, in Part 3, the current knowledge is presented on interventions to change individuals' beliefs and behaviors, as well as organizational culture and practices. The moral issues surrounding equal access aside, understanding and addressing the complex issues surrounding gender in STEM are important because of the possible benefits to STEM and society that will be realized only when full participation of all capable and qualified individuals is guaranteed.
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140
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Girls' comparative advantage in reading can largely explain the gender gap in math-related fields. Proc Natl Acad Sci U S A 2019; 116:15435-15440. [PMID: 31308226 DOI: 10.1073/pnas.1905779116] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Gender differences in math performance are now small in developed countries and they cannot explain on their own the strong underrepresentation of women in math-related fields. This latter result is however no longer true once gender differences in reading performance are also taken into account. Using individual-level data on 300,000 15-y-old students in 64 countries, we show that the difference between a student performance in reading and math is 80% of a standard deviation (SD) larger for girls than boys, a magnitude considered as very large. When this difference is controlled for, the gender gap in students' intentions to pursue math-intensive studies and careers is reduced by around 75%, while gender gaps in self-concept in math, declared interest for math or attitudes toward math entirely disappear. These latter variables are also much less able to explain the gender gap in intentions to study math than is students' difference in performance between math and reading. These results are in line with choice models in which educational decisions involve intraindividual comparisons of achievement and self-beliefs in different subjects as well as cultural norms regarding gender. To directly show that intraindividual comparisons of achievement impact students' intended careers, we use differences across schools in teaching resources dedicated to math and reading as exogenous variations of students' comparative advantage for math. Results confirm that the comparative advantage in math with respect to reading at the time of making educational choices plays a key role in the process leading to women's underrepresentation in math-intensive fields.
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141
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Salerno PE, Páez-Vacas M, Guayasamin JM, Stynoski JL. Male principal investigators (almost) don't publish with women in ecology and zoology. PLoS One 2019; 14:e0218598. [PMID: 31216351 PMCID: PMC6583967 DOI: 10.1371/journal.pone.0218598] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 06/05/2019] [Indexed: 11/18/2022] Open
Abstract
Representation of women in science drops substantially at each career stage, from early student to senior investigator. Disparities in opportunities for women to contribute to research metrics, such as distinguished speaker events and authorship, have been reported in many fields in the U.S.A. and Europe. However, whether female representation in scientific contributions differs in other regions, such as Latin America, is not well understood. In this study, in order to determine whether female authorship is influenced by gender or institutional location of the last (senior) author or by subfield within ecology, we gathered author information from 6849 articles in ten ecological and zoological journals that publish research articles either in or out of Latin America. We found that female authorship has risen marginally since 2002 (27 to 31%), and varies among Latin American countries, but not between Latin America and other regions. Last author gender predicted female co-authorship across all journals and regions, as research groups led by women published with over 60% female co-authors whereas those led by men published with less than 20% female co-authors. Our findings suggest that implicit biases and stereotype threats that women face in male-led laboratories could be sources of female withdrawal and leaky pipelines in ecology and zoology. Accordingly, we encourage every PI to self-evaluate their lifetime percentage of female co-authors. Female role models and cultural shifts–especially by male senior authors–are crucial for female retention and unbiased participation in science.
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Affiliation(s)
- Patricia E. Salerno
- Department of Biology, Colorado State University, Fort Collins, Colorado, United States of America
- Museo de Zoología, Escuela de Biología, Pontificia Universidad Católica del Ecuador, Quito, Ecuador
| | - Mónica Páez-Vacas
- Centro de Investigación de la Biodiversidad y Cambio Climático, Facultad de Medio Ambiente, Universidad Tecnológica Indoamérica, Quito, Ecuador
| | - Juan M. Guayasamin
- Centro de Investigación de la Biodiversidad y Cambio Climático, Facultad de Medio Ambiente, Universidad Tecnológica Indoamérica, Quito, Ecuador
- Universidad San Francisco de Quito, Colegio de Ciencias Biológicas y Ambientales, Instituto Biósfera, Laboratorio de Biología Evolutiva, Campus Cumbayá, Quito, Ecuador
| | - Jennifer L. Stynoski
- Department of Biology, Colorado State University, Fort Collins, Colorado, United States of America
- Instituto Clodomiro Picado, Universidad de Costa Rica, Coronado, San José, Costa Rica
- * E-mail:
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142
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Astegiano J, Sebastián-González E, Castanho CDT. Unravelling the gender productivity gap in science: a meta-analytical review. ROYAL SOCIETY OPEN SCIENCE 2019; 6:181566. [PMID: 31312468 PMCID: PMC6599789 DOI: 10.1098/rsos.181566] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 05/23/2019] [Indexed: 05/28/2023]
Abstract
Women underrepresentation in science has frequently been associated with women being less productive than men (i.e. the gender productivity gap), which may be explained by women having lower success rates, producing science of lower impact and/or suffering gender bias. By performing global meta-analyses, we show that there is a gender productivity gap mostly supported by a larger scientific production ascribed to men. However, women and men show similar success rates when the researchers' work is directly evaluated (i.e. publishing articles). Men's success rate is higher only in productivity proxies involving peer recognition (e.g. evaluation committees, academic positions). Men's articles showed a tendency to have higher global impact but only if studies include self-citations. We detected gender bias against women in research fields where women are underrepresented (i.e. those different from Psychology). Historical numerical unbalance, socio-psychological aspects and cultural factors may influence differences in success rate, science impact and gender bias. Thus, the maintenance of a women-unfriendly academic and non-academic environment may perpetuate the gender productivity gap. New policies to build a more egalitarian and heterogeneous scientific community and society are needed to close the gender gap in science.
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Affiliation(s)
- Julia Astegiano
- Departamento de Ecologia, Instituto de Biociências, Universidade de São Paulo, Rua do Matão 321, trav14, 05508-090 São Paulo, Brazil
- Grupo de Interacciones Ecológicas y Conservación, Instituto Multidisciplinario de Biología Vegetal (IMBIV), Facultad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba, Consejo Nacional de Investigaciones Científicas y Técnicas, CC 495, X5000ZAA Córdoba, Argentina
| | - Esther Sebastián-González
- Departamento de Ecologia, Instituto de Biociências, Universidade de São Paulo, Rua do Matão 321, trav14, 05508-090 São Paulo, Brazil
- Departamento de Biología Aplicada, Universidad Miguel Hernández, Avda. Universidad s/n, 03202 Elche, Spain
| | - Camila de Toledo Castanho
- Departamento de Ecologia, Instituto de Biociências, Universidade de São Paulo, Rua do Matão 321, trav14, 05508-090 São Paulo, Brazil
- Departamento de Ciências Ambientais, Universidade Federal de São Paulo—UNIFESP, Rua São Nicolau 210, 09913-030 Diadema, Brazil
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143
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Deiglmayr A, Stern E, Schubert R. Beliefs in "Brilliance" and Belonging Uncertainty in Male and Female STEM Students. Front Psychol 2019; 10:1114. [PMID: 31191382 PMCID: PMC6546818 DOI: 10.3389/fpsyg.2019.01114] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 04/29/2019] [Indexed: 11/23/2022] Open
Abstract
A wide-spread stereotype that influences women's paths into STEM (or non-STEM) fields is the implicit association of science and mathematics with "male" and with requiring high levels of male-associated "brilliance." Recent research on such "field-specific ability beliefs" has shown that a high emphasis on brilliance in a specific field goes along with a low share of female students among its graduates. A possible mediating mechanisms between cultural expectations and stereotypes on the one hand, and women's underrepresentation in math-intensive STEM fields on the other hand, is that women may be more likely than men to feel that they do not belong in these fields. In the present study, we investigated field-specific ability beliefs as well as belonging uncertainty in a sample of n = 1294 male and female university students from five STEM fields (Mathematics, Physics, Computer Science, Electrical Engineering, and Mechanical Engineering) at a prestigious technical university in Switzerland. Field-specific ability beliefs of both men and women emphasized brilliance more in more math-intensive fields (Mathematics, Physics) than in less math-intensive fields (Engineering). Women showed higher beliefs in brilliance than men did, and also reported higher levels of belonging uncertainty. For both genders, there was a small, positive correlation (r = 0.19) of belief in brilliance and belonging uncertainty. A relatively small, but significant portion of the effect of gender on belonging uncertainty was mediated by women's higher belief in brilliance.
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Affiliation(s)
- Anne Deiglmayr
- ETH Zürich, Department of Humanities, Social and Political Sciences, Zurich, Switzerland
- Faculty of Education, University of Leipzig, Leipzig, Germany
| | - Elsbeth Stern
- ETH Zürich, Department of Humanities, Social and Political Sciences, Zurich, Switzerland
| | - Renate Schubert
- ETH Zürich, Department of Humanities, Social and Political Sciences, Zurich, Switzerland
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144
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Dizney LJ, Karr J, Rowe RJ. The contribution and recognition of women in the field of mammalogy. J Mammal 2019. [DOI: 10.1093/jmammal/gyy170] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Affiliation(s)
- Laurie J Dizney
- Department of Biology, University of Portland, Portland, OR, USA
| | - Jessica Karr
- Natural Resources and the Environment, University of New Hampshire, Durham, NH, USA
| | - Rebecca J Rowe
- Department of Biology, University of Portland, Portland, OR, USA
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145
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Júlio-Costa A, Martins AAS, Wood G, de Almeida MP, de Miranda M, Haase VG, Carvalho MRS. Heterosis in COMT Val158Met Polymorphism Contributes to Sex-Differences in Children's Math Anxiety. Front Psychol 2019; 10:1013. [PMID: 31156495 PMCID: PMC6530072 DOI: 10.3389/fpsyg.2019.01013] [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: 02/24/2018] [Accepted: 04/16/2019] [Indexed: 01/03/2023] Open
Abstract
Math anxiety (MA) is a phobic reaction to math activities, potentially impairing math achievement. Higher frequency of MA in females is explainable by the interaction between genetic and environmental factors. The molecular-genetic basis of MA has not been investigated. The COMT Val158Met polymorphism, which affects dopamine levels in the prefrontal cortex, has been associated with anxiety manifestations. The valine allele is associated with lower, and the methionine allele with higher, dopamine availability. In the present study, the effects of sex and COMT Val158Met genotypes on MA were investigated: 389 school children aged 7-12 years were assessed for intelligence, numerical estimation, arithmetic achievement and MA and genotyped for COMT Val158Met polymorphism. The Math Anxiety Questionnaire (MAQ) was used to assess the cognitive and affective components of MA. All genotype groups of boys and girls were comparable regarding genotype frequency, age, school grade, numerical estimation, and arithmetic abilities. We compared the results of all possible genetic models: codominance (Val/Val vs. Val/Met vs. Met/Met), heterosis (Val/Met vs. Val/Val plus Met/Met), valine dominance (Val/Val plus Val/Met vs. Met/Met), and methionine dominance (Met/Met plus Val/Met vs. Val/Val). Models were compared using AIC and AIC weights. No significant differences between girls and boys and no effects of the COMT Val158Met polymorphism on numerical estimation and arithmetic achievement were observed. Sex by genotype effects were significant for intelligence and MA. Intelligence scores were higher in Met/Met girls than in girls with at least one valine allele (valine dominance model). The best fitting model for MA was heterosis. In Anxiety Toward Mathematics, heterozygous individuals presented MA levels close to the grand average regardless of sex. Homozygous boys were significantly less and homozygous girls significantly more math anxious. Heterosis has been seldom explored, but in recent years has emerged as the best genetic model for some phenotypes associated with the COMT Val158Met polymorphism. This is the first study to investigate the genetic-molecular basis of MA.
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Affiliation(s)
- Annelise Júlio-Costa
- Departamento de Psicologia, FAFICH, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Programa de Pós-graduação em Neurociências, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Aline Aparecida Silva Martins
- Departamento de Biologia Geral, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Programa de Pós-Graduação em Genética, Departamento de Biologia Geral, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Guilherme Wood
- Instituto Nacional de Ciência e Tecnologia sobre Comportamento, Cognição e Ensino (INCT-ECCE), São Carlos, Brazil
- Department of Neuropsychology, Institute of Psychology, University of Graz, Graz, Austria
| | - Máira Pedroso de Almeida
- Departamento de Biologia Geral, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Programa de Pós-Graduação em Genética, Departamento de Biologia Geral, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Marlene de Miranda
- Departamento de Biologia Geral, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Programa de Pós-Graduação em Genética, Departamento de Biologia Geral, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Vitor Geraldi Haase
- Departamento de Psicologia, FAFICH, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Programa de Pós-graduação em Neurociências, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Instituto Nacional de Ciência e Tecnologia sobre Comportamento, Cognição e Ensino (INCT-ECCE), São Carlos, Brazil
- Programa de Pós-Graduação em Psicologia: Cognição e Comportamento, Departamento de Psicologia, FAFICH, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Programa de Pós-Graduação em Saúde da Criança e Adolescente, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Maria Raquel Santos Carvalho
- Departamento de Biologia Geral, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Programa de Pós-Graduação em Genética, Departamento de Biologia Geral, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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146
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Dicke AL, Safavian N, Eccles JS. Traditional Gender Role Beliefs and Career Attainment in STEM: A Gendered Story? Front Psychol 2019; 10:1053. [PMID: 31139116 PMCID: PMC6519300 DOI: 10.3389/fpsyg.2019.01053] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 04/24/2019] [Indexed: 01/29/2023] Open
Abstract
Gender role beliefs (i.e., beliefs about gender-specific responsibilities) predict one's educational and occupational aspirations and choices (Eccles et al., 1983; Schoon and Parsons, 2002). Focusing on STEM careers, we aim to examine the extent to which traditional work/family related gender role beliefs (TGRB) in adolescence predict within and across gender differences in subsequent educational and STEM occupational attainment in adulthood. Using longitudinal data from the Michigan Study of Adolescent and Adult Life Transitions (N = 744; 58% female), participants' educational attainment and their occupations were assessed at age 42. Their occupations were then categorized into three categories: traditional STEM-related careers in the physical sciences, mathematics, engineering, and technology (PMET); life sciences (e.g., health sciences, LS); and non-STEM. For females, TGRB at age 16/18 significantly predicted lower educational attainment as well as a lower likelihood to be in PMET-related occupations in comparison to non-STEM occupations - controlling for their own educational attainment. TGRB also predicted a higher likelihood to be in LS-related in comparison to PMET-related occupations. No significant associations were found for males. However, patterns of findings for males were similar to those of females. TGRB also mediated across gender differences in educational and PMET-related occupational attainment. Findings reveal TGRB to be one underlying psychological factor influencing gender disparity in educational and STEM occupational attainment.
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Affiliation(s)
- Anna-Lena Dicke
- School of Education, University of California, Irvine, Irvine, CA, United States
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147
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Testing the effects of a role model intervention on women’s STEM outcomes. SOCIAL PSYCHOLOGY OF EDUCATION 2019. [DOI: 10.1007/s11218-019-09498-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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148
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O'Brien KR, Holmgren M, Fitzsimmons T, Crane ME, Maxwell P, Head B. What Is Gender Equality in Science? Trends Ecol Evol 2019; 34:395-399. [PMID: 30929751 DOI: 10.1016/j.tree.2019.02.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Revised: 02/17/2019] [Accepted: 02/18/2019] [Indexed: 01/10/2023]
Abstract
Why do inequalities persist between male and female scientists, when the causes are well-researched and widely condemned? In part, because equality has many dimensions. Presenting eight definitions of gender equality, we show each is important but incomplete. Rigid application of any single equality indicator can therefore have perverse outcomes.
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Affiliation(s)
- Katherine R O'Brien
- School of Chemical Engineering, University of Queensland, St Lucia, Queensland 4072, Australia; https://researchers.uq.edu.au/researcher/1162.
| | - Milena Holmgren
- Resource Ecology Group, Department of Environmental Sciences, Wageningen University, Wageningen, The Netherlands
| | | | - Margaret E Crane
- Department of Psychology, Temple University, Philadelphia, PA 19122, USA
| | - Paul Maxwell
- Healthy Land and Water, PO Box 13204, George St, Brisbane, Queensland 4003, Australia
| | - Brian Head
- School of Political Science, University of Queensland, St Lucia, Queensland 4072, Australia
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149
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Brockmoeller S, Young C, Lee J, Arends MJ, Wilkins BS, Thomas GJ, Oien KA, Jones L, Hunter KD. Survey of UK histopathology consultants' attitudes towards academic and molecular pathology. J Clin Pathol 2019; 72:399-405. [PMID: 30910824 PMCID: PMC6580784 DOI: 10.1136/jclinpath-2018-205568] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 01/11/2019] [Accepted: 02/01/2019] [Indexed: 11/03/2022]
Abstract
OBJECTIVE Academic pathology is facing a crisis; an ongoing decline in academic pathology posts, a paucity of academic pathologist's in-training and unfilled posts at a time when cellular pathology departments are challenged to deliver increasing numbers of molecular tests. The National Cancer Research Institute initiative in Cellular & Molecular Pathology commissioned a survey to assess attitudes of cellular pathology consultants towards research in order to understand barriers and identify possible solutions to improve this situation. As cellular pathology is encompassing an increasing number of diagnostic molecular tests, we also surveyed the current approach to and extent of training in molecular pathology. METHODS The survey was distributed to all UK-based consultant pathologists via the Pathological Society of Great Britain & Ireland and Royal College of Pathologist networks. Heads of Department were contacted separately to obtain figures for number of academic training and consultant posts. RESULTS 302 cellular pathologists completed the survey which represents approximately 21% of the total cellular histopathology workforce. Most respondents (89%) had been involved in research at some point; currently, 22% were undertaking research formally, and 41% on an informal basis. Of those previously involved in research, 57% stopped early in their consultant career. The majority of substantive academic posts were Professors of which 60% had been in post for >20 years. Most respondents (84%) used molecular pathology in diagnostic work, independent of where they worked or the length of time in post. Notably, 53% of consultants had not received molecular pathology training, particularly more senior consultants and consultants in district general hospitals. CONCLUSIONS The survey reveals that the academic workforce is skewed towards senior individuals, many of whom are approaching retirement, with a missing cohort of 'junior consultant' academic pathologists to replace them. Most pathologists stop formal research activity at the beginning of a consultant career. While molecular pathology is an increasing part of a pathologist's workload, the majority of consultant cellular pathologists have not received any formal molecular training.
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Affiliation(s)
- Scarlet Brockmoeller
- Leeds Institute of Medical Research at St James, Pathology and Data Analytics, Leeds Institute of Cancer & Pathology, Leeds, UK
| | - Caroline Young
- Leeds Institute of Medical Research at St James, Pathology and Data Analytics, Leeds Institute of Cancer & Pathology, Leeds, UK
| | | | | | - Bridget S Wilkins
- St Thomas' Hospital London and Royal Hampshire Country Hospital, Winchester, United Kingdom
| | - Gareth J Thomas
- Cancer Sciences Unit, University of Southampton, Southhampton, UK
| | - Karin A Oien
- Institute of Cancer Sciences, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | | | - Keith D Hunter
- Academic Unit of Oral and Maxillofacial Medicine, Pathology and Surgery, University of Sheffield, Sheffield, UK
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150
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McCabe KO, Lubinski D, Benbow CP. Who shines most among the brightest?: A 25-year longitudinal study of elite STEM graduate students. J Pers Soc Psychol 2019; 119:390-416. [PMID: 30869985 DOI: 10.1037/pspp0000239] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
In 1992, the Study of Mathematically Precocious Youth (SMPY) surveyed 714 first- and second-year graduate students (48.5% female) attending U.S. universities ranked in the top-15 by science, technology, engineering, and mathematics (STEM) field. This study investigated whether individual differences assessed early in their graduate school career were associated with becoming a STEM leader 25 years later (e.g., STEM full professors at research-intensive universities, STEM CEOs, and STEM leaders in government) versus not becoming a STEM leader. We also studied whether there were any important gender differences in relation to STEM leadership. For both men and women, small to medium effect size differences in interests, values, and personality distinguished STEM leaders from nonleaders. Lifestyle and work preferences also distinguished STEM leaders who were more exclusively career-focused and preferred to work-and did work-more hours than nonleaders. Also, there were small to large gender differences in abilities, interests, and lifestyle preferences. Men had more intense interests in STEM and were more career-focused. Women had more diverse educational and occupational interests, and they were more interested in activities outside of work. Early in graduate school, therefore, there are signs that predict who will become a STEM leader-even among elite STEM graduate students. Given the many ways in which STEM leadership can be achieved, the gender differences uncovered within this high-potential sample suggest that men and women are likely to assign different priorities to these opportunities. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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