scholarly journals English colour terms carry gender and valence biases: A corpus study using word embeddings

PLoS ONE ◽  
2021 ◽  
Vol 16 (6) ◽  
pp. e0251559
Author(s):  
Domicele Jonauskaite ◽  
Adam Sutton ◽  
Nello Cristianini ◽  
Christine Mohr

In Western societies, the stereotype prevails that pink is for girls and blue is for boys. A third possible gendered colour is red. While liked by women, it represents power, stereotypically a masculine characteristic. Empirical studies confirmed such gendered connotations when testing colour-emotion associations or colour preferences in males and females. Furthermore, empirical studies demonstrated that pink is a positive colour, blue is mainly a positive colour, and red is both a positive and a negative colour. Here, we assessed if the same valence and gender connotations appear in widely available written texts (Wikipedia and newswire articles). Using a word embedding method (GloVe), we extracted gender and valence biases for blue, pink, and red, as well as for the remaining basic colour terms from a large English-language corpus containing six billion words. We found and confirmed that pink was biased towards femininity and positivity, and blue was biased towards positivity. We found no strong gender bias for blue, and no strong gender or valence biases for red. For the remaining colour terms, we only found that green, white, and brown were positively biased. Our finding on pink shows that writers of widely available English texts use this colour term to convey femininity. This gendered communication reinforces the notion that results from research studies find their analogue in real word phenomena. Other findings were either consistent or inconsistent with results from research studies. We argue that widely available written texts have biases on their own, because they have been filtered according to context, time, and what is appropriate to be reported.

1997 ◽  
Vol 13 (3) ◽  
pp. 195-205 ◽  
Author(s):  
Marit Sorensen

Adherence to lifestyle changes - beginning to exercise, for example - is assumed to be mediated by self-referent thoughts. This paper describes a pilot study and three studies conducted to develop and validate a questionnaire for adults to determine their self-perceptions related to health-oriented exercise. The pilot study identified items pertinent to the domains considered important in this context, and began the process of selecting items. Study 2 examined the factor structure, reduced the number of items, determined the internal consistency of the factors, and explored the discriminative validity of the questionnaire as to physical activity level and gender. Four factors with a total of 24 items were accepted, measuring mastery of exercise, body perception, social comfort/discomfort in the exercise setting, and perception of fitness. All subscales had acceptable internal consistencies. Preliminary validity was demonstrated by confirming hypothesized differences in scores as to gender, age, and physical activity level. The third study examined and demonstrated convergent validity with similar existing subscales. The fourth study examined an English-language version of the questionnaire, confirming the existence of the factors and providing preliminary psychometric evidence of the viability of the questionnaire.


2020 ◽  
Author(s):  
A. Asgari ◽  
A.A. Parach ◽  
F. Bouzarjomehri ◽  
F. Shirani-Takabi ◽  
A.H. Mehrparvar ◽  
...  

Introduction: Computer Tomography (CT) scans can deliver a relatively high radiation dose to the patient, therefore radiation protection for this modality is paramount. The present study determined the frequency of no abnormality detected (NAD) brain CT scans and probability of cancer induction in different age groups and genders. Methods: In this study, brain CT reports were used to identify any findings as abnormality detected (AD) and others as NAD. Then probability of future leukemia and brain cancer was estimated for different age and gender groups. Results: On average, in 65% of the cases the results were NAD (56% and 76% among males and females, respectively). Among children, 79% of the reports were NAD. The total number of projected brain cancers was 1.8 and 1.3 for males and females, respectively. The number of projected leukemia cases was 0.75 and 0.7 for males and females, respectively. For pediatric patients, brain CT scans can lead to leukemia cases about 4.5 times more often than adults. Conclusion: Brain CT scans can lead to additional cases of brain cancer and leukemia. A significant fraction of brain CTs were NAD (non-pathologic) and could practically be replaced by other radiation-free imaging modalities, especially in pediatric and young patients.


2008 ◽  
Vol 5 (2) ◽  
pp. 49
Author(s):  
Ramesh Nair

Children's literature serves as a powerful medium through which children construct messages about their roles In society and gender Identity is often central to this construction. Although possessing mental schemas about gender differences is helpful when children organize their ideas of the world around them, problems occur when children are exposed to a constant barrage of uncompromising, gender-schematic sources that lead to stereotyping which in turn represses the full development of the child. This paper focuses on how gender is represented in a selection of Malaysian children's books published in the English language. Relying on the type of content analysis employed by previous feminist social science researchers, I explore this selection of Malaysian children's books for young children and highlight some areas of concern with regard to the construction of maleness and femaleness in these texts. The results reveal Imbalances at various levels Including the distribution of main, supporting and minor characters along gendered lines and the positioning of male and female characters In the visual Illustrations. The stereotyping of these characters In terms of their behavioural traits will be discussed with the aim of drawing attention to the need for us to take concerted measures to provide our children with books that will help them realize their potential to the fullest.


1998 ◽  
Vol 6 (2) ◽  
pp. 114-126 ◽  
Author(s):  
Hannelore Wass

Some explanations for the paucity of empirical studies of death fears in healthy, nonbereaved children are offered, and issues in studying this topic are discussed. Three major findings from the existing literature — occurrence, age/developmental differences, and gender differences in frequency, intensity, and quality — are presented, followed by a discussion of questions that remain largely unanswered and explanations that may need revision.


2021 ◽  
pp. 194173812110036
Author(s):  
Jonathan K. Ochoa ◽  
Christopher E. Gross ◽  
Robert B. Anderson ◽  
Andrew R. Hsu

Context: Injections are commonly used by health care practitioners to treat foot and ankle injuries in athletes despite ongoing questions regarding efficacy and safety. Evidence Acquisition: An extensive literature review was performed through MEDLINE, Google Scholar, and EBSCOhost from database inception to 2021. Keywords searched were injections, athletes, sports, foot and ankle, corticosteroids, platelet-rich plasma, and placental tissue. Search results included articles written in the English language and encompassed reviews, case series, empirical studies, and basic science articles. Study Design: Clinical review. Level of Evidence: Level 4. Results: Corticosteroids, platelet-rich plasma/autologous blood, anesthetic, and placental tissue injections are commonly used in the treatment of foot and ankle injuries. Primary indications for injections in athletes include plantar fasciitis, Achilles tendinosis, isolated syndesmotic injury, and ankle impingement with varying clinical results. Conclusions: Despite promising results from limited case series and comparative studies, the data for safety and efficacy of injections for foot and ankle injuries in athletes remain inconclusive.


Author(s):  
Jiří Balcar ◽  
Lucie Dokoupilová

Abstract The importance of communication skills is increasing on the labour market and a further strengthening of this trend is expected due to Industry 4.0. This development will have significant consequences for individuals’ employability, requirements on educational outcomes and gender equality. This article employs data from a representative survey of Czech employees (N = 1,500) replenished with information on requirements on their communication skills (Effective communication, Czech language and English language) in order to explore (a) the distribution of communication skills requirements on the labour market, (b) personal and job characteristics related to work positions requiring highly developed communication skills, and (c) wage returns to these skills. The results show that one standard deviation increase in job requirements on communication skills is connected with 5.8% wage premium. However, not everybody needs well-developed communication skills. Only a quarter of employees needs highly developed effective communication, Czech and English languages, while there is also a quarter of employees that needs only a very basic level of communication skills. The results also revealed that females perform more communication-intensive occupations than males do. Cognitive skills and the need to excel represent other significant factors correlated with higher job requirements on communication skills.


2020 ◽  
Vol 12 (5) ◽  
pp. 1947 ◽  
Author(s):  
Philip Hallinger ◽  
Vien-Thong Nguyen

This systematic review of research used science mapping as a means of analyzing the knowledge base on education for sustainable development (ESD) in K-12 schooling. The review documented the size, growth trajectory and geographic distribution of this literature, identified high impact scholars and documents, and visualized the “intellectual structure” of the field. The database examined in this review consisted of 1842 English language, Scopus-indexed documents published between 1990 and 2018. The review found that the knowledge base on ESD has grown dramatically over the past 30 years, with a rapidly accelerating rate of publication in the past decade. Although the field has been dominated by scholarship from Anglo-American_European nations, there is evidence of increasing geographic diversification of the ESD knowledge base over the past 15 years. Citation analyses identified authors who have had a significant influence on the development of this literature. Author co-citation analysis revealed three “schools of thought” that comprise the “intellectual structure” of this knowledge base: Education for Sustainable Development, Developing a Sustainability Mindset, Teaching and Learning for Sustainability. Document content analyses led to the conclusion that the current knowledge base is heavily weighted towards critical, descriptive and prescriptive papers, with an insufficient body of analytical empirical studies. Several recommendations are offered for strengthening this literature.


2007 ◽  
Vol 01 (03) ◽  
pp. 132-138 ◽  
Author(s):  
Yildiray Sisman ◽  
Elif Tarim Ertas ◽  
Cumali Gokce ◽  
Ahmed Menku ◽  
Mustafa Ulker ◽  
...  

ABSTRACTObjectives: The aim of this study is to determine retrospectively the presence of carotid artery calcifications (CACs) detected on panoramic radiographs (PRs) in a group of Turkish population. Further, the relationships between CACs and gender, life style, and medical history were evaluated.Methods:During the years 2004 to 2006, a random sample of 1282 PRs was collected from patients older than 40 years who were being treated by the School of Dentistry, Erciyes University. Of these 1282 PRs, 750 PRs were included in this study. Medical data was collected from the archival records of the dental school.Results: About 38 (5.06%) CACs were found on the PRs of 12 (4.5%) males and 26 (5.4%) females. The CAC prevalence was not significantly different between the males and females (P=0.583). These calcifications were unilateral in 26 (68.4%) and bilateral in 12 (31.6%) subjects. Of those in the positive group, there were 12 subjects (31.58%) with hyperlipidemia, 12 subjects (31.58%) with hypertension, 7 subjects (18.4%) with diabetes mellitus, 6 subjects (15.8%) with cardiovascular disease, and 6 subjects (15.8%) with smoking history.Conclusions: This study has the highest CACs prevalence in comparison to the other studies. Therefore, dentists caring for subjects with dental problems should carefully evaluate their PRs for the evidence of CACs, and refer them for medical evaluation as indicated. So, incidental findings could provide life-saving information. (Eur J Dent 2007;1:132-138)


Author(s):  
Hamed Seddighi ◽  
Homeira Sajjadi ◽  
Sepideh Yousefzadeh ◽  
Mónica López López ◽  
Meroe Vameghi ◽  
...  

Abstract Schools have a significant role in disaster education to children. This study investigates the research works about school-based education programs in order to discover challenges and best practices. We conducted a systematic review of English language papers published in peer-review journals. The search identified 2577 publications and 61 articles meeting selection criteria and included in the review. Reviewed studies indicated that disaster education in schools is effective but yet insufficient in many countries. Lack of equipment, financial resources, policy gaps, and teachers’ knowledge are common problems in programs. Main outcomes of this systematic review are showing methods used for health emergency preparedness of children of different ages and gender differences in school-based disaster preparedness, as well as the difference in their lifesaving skills in disasters. This study shows that some disaster education programs reported in the papers reviewed were not high-quality enough, which may lead to insufficient preparedness of children in disasters and consequently may put their health at risk, considering the increasing number of natural hazards.


2002 ◽  
Vol 80 (9) ◽  
pp. 1578-1583 ◽  
Author(s):  
Christopher P Yourth ◽  
Mark R Forbes ◽  
Robert L Baker

A few studies have shown that male and female invertebrates differ in immunity and that these differences appear related to differences in sexual dimorphism and gender differences in life histories. Melanotic encapsulation of foreign objects in insects is one form of immunity. The damselfly Lestes forcipatus Rambur is moderately sexually dimorphic, and much is known about patterns of mass gain in congeners relating to differences in life history between males and females. In this study, females were more immunoresponsive than males under controlled temperatures, following emergence, and at a time when parasitic mites were challenging these hosts. However, males and females that overlapped in mass at emergence did not differ in their immune responses. Males in better condition at emergence were more immunoresponsive than lighter males, but this relation was not found in females. Sex differences in immune expression may have implications for how females versus males are able to deal with challenges from parasites, under varying environmental conditions.


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