Norms for gender stereotypically congruent, stereotypically incongruent, semantically correct, and semantically incorrect sentences in Polish and English.

The present contribution provides ratings for a database of gender stereotypically congruent, stereotypically incongruent, semantically correct, and semantically incorrect sentences in Polish and English. A total of 942 volunteers rated 480 sentences (120 per condition) in each language in terms of their meaningfulness, probability of use, and stereotypicality. The stimuli were highly controlled for their length and critical words, which were shared across the conditions. The results of the ratings revealed that stereotypically incongruent sentences were consciously evaluated as both less meaningful and probable to use relative to sentences that adhere to stereotype-driven expectations regarding males and females, indicating that stereotype violations communicated through language exert influence on language perception. Furthermore, the results yielded a stronger internalization of gender stereotypes among sex-typed individuals, thus pointing to the crucial role of gender schema in the sensitivity to gender stereotypical attributes. The ratings reported in the present article aim to broaden researchers' stimulus choices and allow for consistency across different laboratories and research projects on gender stereotype processing. The adaptation of this database to other languages or cultures could also enable a cross-cultural comparison of empirical findings on stereotype processing.

Trajectories of Gender Identity and Depressive Symptoms in Youths.

Importance: Concerns about the mental health of youths going through gender identity transitions have received increased attention. There is a need for empirical evidence to understand how transitions in self-reported gender identity are associated with mental health. Objective: To examine whether and how often youths changed self-reported gender identities in a longitudinal sample of sexual and gender minority (SGM) youths, and whether trajectories of gender identity were associated with depressive symptoms. Design, Setting, and Participants: This cohort study used data from 4 waves (every 9 months) of a longitudinal community-based study collected in 2 large cities in the US (1 in the Northeast and 1 in the Southwest) between November 2011 and June 2015. Eligible participants included youths who self-identified as SGM from community-based agencies and college groups for SGM youths. Data analysis occurred from September 2022 to June 2023. Exposure: Gender identity trajectories and gender identity variability. Main Outcomes and Measures: The Beck Depression Inventory for Youth (BDI-Y) assessed depressive symptoms. Gender identity variability was measured as the number of times participants' gender identity changed. Hierarchical linear models investigated gender identity trajectories and whether gender identity variability was associated with depressive symptoms over time. Results: Among the 366 SGM youths included in the study (mean [SD] age, 18.61 [1.71] years; 181 [49.4%] assigned male at birth and 185 [50.6%] assigned female at birth), 4 gender identity trajectory groups were identified: (1) cisgender across all waves (274 participants ), (2) transgender or gender diverse (TGD) across all waves (32 participants), (3) initially cisgender but TGD by wave 4 (ie, cisgender to TGD [28 participants]), and (4) initially TGD but cisgender by wave 4 (ie, TGD to cisgender [32 participants]). One in 5 youths (18.3%) reported a different gender identity over a period of approximately 3.5 years; 28 youths varied gender identity more than twice. The cisgender to TGD group reported higher levels of depression compared with the cisgender group at baseline (Β = 4.66; SE = 2.10; P = .03), but there was no statistical difference once exposure to lesbian, gay, bisexual, and transgender violence was taken into account (Β = 3.31; SE = 2.36; P = .16). Gender identity variability was not associated with within-person change in depressive symptoms (Β = 0.23; SE = 0.74; P = .75) or the level of depressive symptoms (Β = 2.43; SE = 2.51; P = .33). Conclusions: These findings suggest that gender identity can evolve among SGM youths across time and that changes in gender identity are not associated with changes in depressive symptoms. Further longitudinal work should explore gender identity variability and adolescent and adult health.

How Do Students Critically Evaluate Outdated Language That Relates to Gender in Biology?

Cisheteronormative ideologies are infused into every aspect of society, including undergraduate science. We set out to identify the extent to which students can identify cisheteronormative language in biology textbooks by posing several hypothetical textbook questions and asking students to modify them to make the language more accurate (defined as "correct; precise; using language that applies to all people"). First, we confirmed that textbooks commonly use language that conflates or confuses sex and gender. We used this information to design two sample questions that used similar language. We examined what parts of the questions students modified, and the changes they recommended. When asked to modify sample textbook questions, we found the most common terms or words that students identified as inaccurate were related to infant gender identity. The most common modifications that students made were changing gender terms to sex terms. Students' decisions in this exercise differed little across three large biology courses or by exam performance. As the science community strives to promote inclusive classrooms and embrace the complexity of human gender identities, we provide foundational information about students' ability to notice and correct inaccurate language related to sex and gender in biology.

Characteristics of a transgender and gender-diverse patient population in Utah: Use of electronic health records to advance clinical and health equity research.

Transgender and gender-diverse (TGD) people, individuals whose gender identity differs from their sex assigned at birth, face unique challenges in accessing gender-affirming care and often experience disparities in a variety of health outcomes. Clinical research on TGD health is limited by a lack of standardization on how to best identify these individuals. The objective of this retrospective cohort analysis was to accurately identify and describe TGD adults and their use of gender-affirming care from 2003-2023 in a healthcare system in Utah, United States. International Classification of Disease (ICD)-9 and 10 codes and surgical procedure codes, along with sexual orientation and gender identity data were used to develop a dataset of 4,587 TGD adults. During this time frame, 2,985 adults received gender-affirming hormone therapy (GAHT) and/or gender-affirming surgery (GAS) within one healthcare system. There was no significant difference in race or ethnicity between TGD adults who received GAHT and/or GAS compared to TGD adults who did not receive such care. TGD adults who received GAHT and/or GAS were more likely to have commercial insurance coverage, and adults from rural communities were underrepresented. Patients seeking estradiol-based GAHT tended to be older than those seeking testosterone-based GAHT. The first GAS occurred in 2013, and uptake of GAS have doubled since 2018. This study provides a methodology to identify and examine TGD patients in other health systems and offers insights into emerging trends and access to gender-affirming care.

[Brain characteristics of transgender individuals and consequences of gender assignment treatment]. / Características cerebrales de las personas transexuales y consecuencias del tratamiento de asignación de género.

The differences between the male and female brain in cisgender individuals, those in whom there is no incongruence between the so-called biological sex and the perceived sex, are known. The genetic basis that underlies the differences observed in the brains of transgender individuals compared to cisgender individuals is also becoming known. In transgender individuals, there is a fundamental change in the connectivity of neurons in the body perception network, which may give rise to gender dysphoria. This knowledge allows for the characterization of the transgender condition and distinguishes it from transgender identities such as non-binary gender, gender fluidity, or genderqueer. Articles published assume, from the perspective of depathologization imposed by Gender Ideology, that these differences are due to a different sexual development. The societal acceptance of this perspective over the last two decades paved the way for medical interventions aimed at affirming the perceived gender, different from the genetic sex, through the continuous administration of cross-sex hormones and, in some cases, mutilating surgery. In adolescents and children, affirmation treatment of the perceived gender begins with puberty blockers, which have negative consequences for ossification and growth. The importance and irreversibility of these 'side effects' require the utmost rigor and complete information about them. Spanish law pushes the ideology to the maximum, infringing on the rights of transgender individuals. Medical ethics emphasize the necessity - the right - of a medical and psychological diagnosis, free from ideological approaches, before initiating what is being called treatment. This includes the right to information, prior to consent, about the positive and negative effects of hormonal administration. It also includes the right to the recognition of diversity among transgender individuals, especially the right to research that allows for treating the brain without altering the body. These rights must be recognized and demanded by the laws.

[Transidentites : the relevance of involving psychiatrists]. / Transidentités : pertinence de l'implication des psychiatres.

Psychiatrists play a crucial role in evaluating requests and treatment indications for individuals experiencing gender incongruence, while also providing support throughout the transition process. Their work involves addressing both the psychological and somatic aspects of this journey, facilitating the profound identity changes it entails.

Les psychiatres psychothérapeutes jouent un rôle essentiel pour évaluer les demandes et les indications au traitement des personnes souffrant d'incongruence de genre, et les accompagner dans leur parcours de transition. Leur travail permet d'intégrer les enjeux psychologiques et somatiques de ce cheminement et de soutenir les remaniements identitaires profonds qu'il implique.

Acoustic cues to femininity and masculinity in spontaneous speech.

The perceived level of femininity and masculinity is a prominent property by which a speaker's voice is indexed, and a vocal expression incongruent with the speaker's gender identity can greatly contribute to gender dysphoria. Our understanding of the acoustic cues to the levels of masculinity and femininity perceived by listeners in voices is not well developed, and an increased understanding of them would benefit communication of therapy goals and evaluation in gender-affirming voice training. We developed a voice bank with 132 voices with a range of levels of femininity and masculinity expressed in the voice, as rated by 121 listeners in independent, individually randomized perceptual evaluations. Acoustic models were developed from measures identified as markers of femininity or masculinity in the literature using penalized regression and tenfold cross-validation procedures. The 223 most important acoustic cues explained 89% and 87% of the variance in the perceived level of femininity and masculinity in the evaluation set, respectively. The median fo was confirmed to provide the primary cue, but other acoustic properties must be considered in accurate models of femininity and masculinity perception. The developed models are proposed to afford communication and evaluation of gender-affirming voice training goals and improve voice synthesis efforts.

Conversion practices in Aotearoa New Zealand: Developing a holistic response to spiritual abuse.

Research arising from conversion practices, also known as conversion therapy and sexual orientation and gender identity change efforts, has generally been underpinned by an emancipatory discourse that has evolved to counter harmful practices by evidencing associated harms and estimating prevalence. Little attention, however, has focused on what is required to support survivors, inclusive of those currently or those having previously experienced conversion efforts. Within a context of Aotearoa New Zealand having recently criminalised conversion practices, this study adopted an in-depth qualitative research design, informed by a dual adherence to life history and an empowerment methodology. Twenty-three religious conversion practice survivors, who had experienced religious conversion practices across a range of Christian identified faith settings, were interviewed. Participants had a median age of 34 and the majority identified as New Zealand European, cisgender, and gay. Participant narratives were discursively analysed. Three primary discourses were identified that inform the needed development of interventions and supports: 1) pervasive framing of conversion practices as harm, rather than spiritual abuse, has minimised the impacts of conversion practices. Rather, conceptualising conversion as spiritual abuse positions conversion practices as requiring urgent intervention and ongoing support, inclusive of the development of policy and operational responses; 2) the coercive nature of spiritual abuse needs to be appreciated in terms of spiritual, social, and structural entrapment; 3) the metaphor of a pipeline was enlisted to encapsulate the need for a multidimensional array of interventions to ensure those entrapped within spiritual abuse have a "pipeline to safety". Holistic survivor-centric conversion-related responses to spiritual abuse are required. These need to be informed by an understanding of entrapment and the associated need for holistic responses, inclusive of extraction pathways and support for those entrenched within abusive religious settings, support immediately after leaving abusive environments, and support throughout the survivors' healing journeys.

Power, policy, and transgender identities: A case study of gatekeeping by mental health professionals in accessing gender affirming surgeries in India.

BACKGROUND: Transgender individuals seeking gender-affirming surgeries (GAS) are often denied or delayed by mental health professionals (MHPs). Studies on the gatekeeping of GAS have been mainly conducted in the Global North and primarily focus on the perspectives of health professionals. This case study from India incorporates health professional, community, advocate, and activist perspectives to contribute new evidence about MHP gatekeeping in GAS. The study aims to examine the role of power and gender in MHP gatekeeping of GAS in India. METHODS: A qualitative multi-method case study including thematic analyses of key informant interviews (n = 9) and policy analysis using the policy triangle framework. RESULTS: Health professionals and transgender persons participate in the construction, performance, and reproduction of gender indicating the persistence of gender normativity in India which enables gatekeeping by MHPs. However, evidence suggests some signs of a change from binormativity to a culturally intelligible and historically familiar "trinormativity". CONCLUSION: To understand MHP gatekeeping, there is a need to contextualise this example of biopower within the larger social construction of gender within which MHPs operate. A transition from binormativity to "trinormativity" enables MHP gatekeeping of transgender persons seeking GAS. This risks creating new forms of gender-related oppression, such as new hierarchies and class differences between the gender binary and the "third gender".

Long-term outcomes in non-CAH 46,XX DSD.

Differences/disorders of sex development (DSD) comprise a large group of rare congenital conditions. 46,XX DSD, excluding congenital adrenal hyperplasia (CAH), represent only a small number of these diseases. Due to the rarity of non-CAH 46,XX DSD, data on this sex chromosomal aberration were confined to case reports or case series with small numbers of patients. As the literature is still relatively sparse, medical data on the long-term effects of these pathologies remain scarce. In this review, we aim to provide an overview of current data on the long-term follow-up of patients with non-CAH 46,XX DSD, by covering the following topics: quality of life, gender identity, fertility and sexuality, global health, bone and cardiometabolic effects, cancer risk, and mortality. As non-CAH 46,XX DSD is a very rare condition, we have no accurate data on adult QoL assessment for these patients. Various factors may contribute to a legitimate questioning about their gender identity, which may differ from their sex assigned at birth. A significant proportion of gender dysphoria has been reported in various series of 46,XX DSD patients. However, it is difficult to give an accurate prevalence of gender dysphoria and gender reassignment in non-CAH 46,XX DSD because of the rarity of the data. Whatever the aetiology of non-CAH 46,XX DSD, fertility seems to be impaired. On the other hand, sexuality appears preserved in 46,XX men, whereas it is impaired in women with MRKH syndrome before treatment. Although there is still a paucity of data on general health, bone and cardiometabolic effects, and mortality, it would appear that the 46,XX DSD condition is less severely affected than other DSD conditions. Further structured and continued multi-center follow-up is needed to provide more information on the long-term outcome of this very rare non-CAH 46,XX DSD condition.

Gender Is a Spectrum: Evaluating Current and Novel Ways to Inquire About Gender Identity in the Health Care Setting.

PURPOSE: The use of visuals to inquire about gender in the clinical setting has been rare. We developed a survey that included a visual spectrum to assess perceptions about the most and least inclusive ways of inquiring about gender in patients with gender dysphoria. METHODS: The survey included a multiple-choice question (MCQ), free-response question, and a visual spectrum on which respondents were asked to select one box that best depicts their gender. The survey was administered to all patients diagnosed with gender dysphoria at our institution between April and June 2022. RESULTS: A total of 223 of 856 patients responded. Those with more masculine gender identities selected boxes near the visual spectrum corner of "man," whereas responses were more variable for more feminine genders. The free-response question was identified by 59% of respondents as the most inclusive. The MCQ was identified as least inclusive by 70.4%. The visual spectrum was considered the most inclusive method by the majority of patients who self-identified as woman and demiwoman/demifemale. Being asked about pronouns was extremely or very important in the health care setting for 52% of respondents, but 68.6% indicated that they are rarely or sometimes asked about their pronouns in this setting. CONCLUSIONS: The traditional MCQ format for self-identifying gender may be lacking in inclusivity and fails to represent the nuances of gender identity. Free response was considered the most inclusive way to inquire about gender among our respondents. These findings highlight the importance of formatting gender identity questionnaires to foster inclusivity for transgender patients.

Validez e invariancia de medida de la Escala de Homonegatividad Moderna en alumnado del ámbito de la educación / Validity and measurement invariance of the Modern Homonegativi-ty Scale for students in the field of education

Aquellas investigaciones orientadas a analizar las actitudes hacia la homosexualidad sugieren el uso de instrumentos que detecten los aspectos sutiles en la discriminación hacia hombres gais y mujeres lesbianas. Asimismo, se señala que la invariancia de medida de los constructos es imprescindible para que las comparaciones entre grupos sean válidas. Este trabajo pretende validar la Escala de Homonegatividad Moderna (MHS) en estudiantes universitarios del ámbito de la educación (N = 1.283) con un rango de edad entre los 17 y los 49 años (M = 2.88; DT = 3,02). Del mismo modo, se interesa por examinar la invariancia de medida de la MHS en relación con ciertas variables sociodemográficas y personales (p. ej. identidad de género), así como ideológicas (p. ej. inclinación política). Los resultados aportaron evidencias sobre la unidimensionalidad de la escala y un alto grado de consistencia interna (wMHS-G = .879; wMHS-L = .906), además de unos índices de ajuste (CFIMHS-G = .95, CFIMHS-L = .97; RMSEAMHS-G = .064, 90% IC: .057-.071, RMSEAMHS-L = .059, 90% IC: .052-.066) y unos valores de validez externa (MHS-G y AN-T: r = .753, I.C. 95% = .722-.785; MHS-L y AN-T: r = .76. I.C. 95% = .730-.790) satisfactorios. Asimismo, sugirieron que tanto la subescala hacia hombres gais (MHS-G) como mujeres lesbianas (MHS-L) son constructos invariantes conforme a las variables estudiadas. Las conclusiones apuntan a la validez y la invariancia de medida del modelo propuesto para comparar los niveles de homonegatividad moderna entre los grupos estudiados.(AU)

The research aimed at analysing attitudes towards homosexuality recommends the use of instruments that can detect subtle aspects of dis-crimination against gay men and lesbian women. It also asserts that the measurement invariance of constructs is essential for valid comparisons between groups. The present study aims to validate the Modern Ho-monegativity Scale (MHS) in university students in the fieldof education (N= 1.283) with an age range of 17 to 49 years old (M = 2.88; SD = 3.02). In addition, we seekto examine the measurement invariance of the MHS in relation to certain sociodemographic and personal variables (e.g. gender identity), as well as ideological variables (e.g. political inclination). The re-sults provided evidence of the scale'sunidimensionality and a high degree of internal consistency (MHS-G= .879; MHS-L= .906), as well as satisfac-tory fit indices (CFIMHS-G= .95, CFIMHS-L= .97; RMSEAMHS-G= .064, 90% CI: .057-.071, RMSEAMHS-L= .059, 90% CI: .052-.066) and external validity values (MHS-G and AN-T: r= .753, CI 95% = .722-.785; MHS-L and AN-T: r= .76. CI 95% = .730-.790). They also indicated that both the subscales –towards gay men (MHS-G) and lesbian women (MHS-L) –are invariant constructs according to the variables studied. The findings point to the validity and measurement invariance of the proposed model for comparing levels of modern homonegativity between the groups studied.(AU)

Estrés comunitario frente a múltiples desastres durante la erupción volcánica y la pandemia covid-19: un estudio transversal / Community stress facing multiple disasters during the volcanic eruption and the covid-19 pandemic: a cross-sectional study

Objetivo: Este estudio tiene como objetivo determinar el estrés durante la pandemia de COVID-19 y afrontar las erupciones volcánicas y analizar los factores relacionados. Métodos: Esta investigación fue de tipo observacional analítica cuantitativa con un diseño transversal. El número de muestras fue de 352 pacientes mediante la técnica de muestreo accidental. El instrumento de investigación utiliza la escala de estrés percibido (PSS) -10 ítems y la escala de estrés COVID-19. Para el análisis de los datos se utilizaron las pruebas Kendal Tau y Chi-Cuadrado. Resultados: La mayoría de los encuestados experimentaron estrés leve durante la pandemia de COVID-19 (66,2%) y estrés moderado al lidiar con erupciones volcánicas (98,9%). Las variables relacionadas con el estrés durante una pandemia fueron género (p.017), educación (p.027), ingresos (p<.001) y distancia desde casa hasta la cima del volcán (p<0.036), mientras que las relacionadas con el estrés que enfrentan las erupciones volcánicas es sólo una experiencia de desastre de entrenamiento (p.033). Conclusiones: El estudio encontró que el nivel de estrés al enfrentar una erupción volcánica era mayor que durante la pandemia de COVID-19. El género, la educación, los ingresos y la distancia desde el hogar hasta la cima de un volcán están relacionados con el estrés durante una pandemia. Al mismo tiempo, la experiencia de la formación en desastres fue el único factor asociado con el estrés al afrontar las erupciones volcánicas. (AU)

Primary Goal: This study is to determine stress during the COVID-19 pandemic and dealing with volcanic eruptions and analyze the related factors. Methods: This research was an analytic observational quantitative with a cross-sectional design. The number of samples was 352 patients using the accidental sampling technique. The research instrument uses the Perceived stress scale (PSS)-10 items and the COVID-19 Stress Scale. Kendal Tau and Chi-Square tests were used for data analysis. Results: Most respondents experienced mild stress during the COVID-19 pandemic (66.2%) and moderate stress when dealing with volcanic eruptions (98.9%). Variables related to stress during a pandemic were gender (p.017), education (p.027), income (p<.001), and distance from home to the top of the volcano (p<0.036), while those related to the stress faced Volcanic eruptions are just a training disaster experience (p.033). Conclusions: The study found that the stress level of facing a volcanic eruption was higher than during the COVID-19 pandemic. Gender, education, income, and distance from home to the top of a volcano are related to stress during a pandemic. At the same time, the experience of disaster training is the only factor associated with stress in dealing with volcanic eruptions. (AU)

Identifying 2SLGBTQ+ individuals experiencing homelessness using Point-in-Time counts: Evidence from the 2021 Toronto Street Needs Assessment survey.

INTRODUCTION: The objective of this study was to utilize the data generated by the City of Toronto, Street Needs Assessment conducted in 2021 to explore the prevalence, causes, experiences, and characteristics of 2-spirit, lesbian, gay, bisexual, transgender, queer, and questioning (2SLGBTQ+) individuals experiencing homelessness in Toronto, Ontario, Canada. METHODS: Data was collected by the City of Toronto during its Street Needs Assessment in April 2021. The Street Needs Assessment is a needs assessment survey and Point-in-Time count of people experiencing homelessness across the city of Toronto. Homelessness included any individual who was sleeping outdoors or staying in City-administered emergency/transitional shelters and shelter motels/hotels on the night of data collection. The Street Needs Assessment survey was administered to clients by trained shelter and outreach staff using a computer or mobile device. To ensure that survey questions were 2SLGBTQ+ inclusive, questions on sexual orientation, gender identity, and 2SLGBTQ+ identity were included in the survey. RESULTS: Two hundred and eighty-eight 2SLGBTQ+ individuals completed the survey. Compared to non-2SLGBTQ+ individuals experiencing homelessness, 2SLGBTQ+ respondents were younger at the time of survey completion and when they first experienced homelessness, were more likely to have been in foster care or a group home, reported higher rates of conflict with and/or abuse by a parent/guardian as their main pathway into homelessness, and were more likely to experience chronic homelessness. CONCLUSION: Our study results demonstrate that Street Needs Assessments and Point-in-Time counts can be used to examine homelessness in marginalized populations, including 2SLGBTQ+ individuals and that sexual orientation and gender identity questions need to be included on future government surveys. The consistency of findings from this study and previous research suggests that 2SLGBTQ+ individuals experience a significant need for population-based housing and social support services aimed at meeting the needs of 2SLGBTQ+ populations.

Comparison of Clinical Characteristics, Gender Perceptions, and Rape-Related Beliefs of People Assessed for Criminal Liability for Rape Against Children and Adults. / Çocuga ve Eriskine Yönelik Tecavüz Suçu Nedeniyle Ceza Sorumlulugu Degerlendirilen Kisilerin Klinik Özelliklerinin, Toplumsal Cinsiyet Algilarinin ve Tecavüze Iliskin Inançlarinin Karsilastirilmasi.

OBJECTIVE: This study aimed to compare the criminal, sociodemographic and clinical characteristics, paraphilic behaviors, sexual attitudes, gender perceptions, and rape-related beliefs of people assessed for criminal liability for rape against adults and children. METHOD: The study compared 40 people investigated for criminal liability for rape against an adult (RAA) with 40 individuals investigated for criminal liability for crime of rape against a child (RAC), and 43 age, sex and education matched individuals without any sexual crime history using the Structured Clinical Interview form for DSM-5 disorders, Hendrick Brief Sexual Attitude Scale, Gender Perception Scale, Illinois Rape Myth Acceptance Scale, and Barratt Impulsiveness Scale-11. RESULTS: All participants were male. There was no difference between the groups in terms of lifelong or existing psychiatric diseases. All participants had full criminal responsibility during the crime. No participant in any group was diagnosed with a paraphilic disorder. It was determined that people in both RAC and RAA groups tended to use sexuality as a tool, paid less attention to birth control methods, had a far less egalitarian perception of gender, and their myths about rape were significantly higher compared to the control group. The control group was much more impulsive than the sex offenders. CONCLUSION: Our results show that the act of sexual assault should not be explained only by impulsivity or psychiatric disorders, and that gender perception and sexual myths may also be influential. The fact that all individuals had full criminal responsibility emphasizes the need for more research on the social and cultural origins of sexual violence.

Does Pollyanna hypothesis hold true in death narratives? A sentiment analysis approach.

Pollyanna hypothesis claims that human beings have a universal tendency to use positive words more frequently and broadly than negative words. The present study aims to test Pollyanna hypothesis in medical death narratives at both lexical and text levels by using sentiment analysis and emotion detection methods, and to qualitatively analyze the contextual use of emotion words to deepen the understanding of doctors' emotions. Sentiment analysis showed a strong token-based linguistic positivity and a weak type-based negativity bias at the lexical level, and a general positivity bias at the text level, despite the gender of the doctors. Emotion detection discovered three prominent emotions of "joy", "sadness", and "anger", and a greater diversity of negative emotions in contrast to positive emotions in medical death narratives. Contextual analysis revealed that emotion words associated with joy were primarily observed in contexts related to doctors' actions and behaviors aiming to benefit others and promote social wellbeing. Emotion words associated with sadness and anger were chiefly employed to describe situations involving patients' death and doctors' attitudes towards death. The results confirm Pollyanna hypothesis at both token-based lexical level and text level and falsify the hypothesis at type-based lexical level. Possible explanations are explored by contextual analysis, and theoretical analysis from the perspectives of cognitive linguistics and social psychology. The findings are expected to enrich the understanding of Pollyanna hypothesis as well as the junior doctors' emotional responses to clinical deaths.