e.g. mhealth
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The disparity can be partly attributed to sex- and gender-related factors affecting motives for smoking and barriers to quitting, which are rarely addressed in treatment. This highlights the need for smoking cessation programs to take into account the unique needs of women and incorporate them into treatment.
Various sex- and gender-related factors affect smoking and quitting behaviors among women.
JMIR Hum Factors 2025;12:e71683
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The data contained information about patient portal user logins, their corresponding time stamps, and demographic data such as gender, age, and region of living. In addition, the first appointment at the study site after their registration and COVID-19 vaccination dates was extracted.
In order to investigate the course of the COVID-19 pandemic, additional data from the Swiss Federal Office of Public Health were used [16].
J Med Internet Res 2025;27:e56961
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Given the disparities in COVID-19 mortality rates by age, gender, race, and ethnicity and the social and economic challenges exacerbated by the pandemic, studying SU trends across different demographic groups requires high attention.
JMIR Infodemiology 2025;5:e67333
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Thus, while there is research on how narrative influences health [5-8], and research on health representation and gender representation in media [18-23], there is little research that explores the overlap between health outcomes and gender representation in media, a gap we aimed to address in this study.
JMIR Form Res 2025;9:e70853
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“Transgender and gender diverse” (TGD) is an umbrella term for people whose gender identities differ from societal expectations related to the sex they were assigned at birth. Some TGD people may choose to undergo gender-affirming surgery or pursue other forms of gender-affirming care at any point in their lives to alleviate gender dysphoria and better align their physical characteristics with their gender identity.
JMIR Dermatol 2025;8:e62714
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As model inputs, we used the patient’s age, gender, and all prior recorded vital signs, laboratory values, medications, and prior CAM assessments present in the medical record at 5 AM before the 24 hours in which delirium was to be predicted. Categorical values were converted to integers (eg, “1” for “Positive,” “0” for “Negative”).
JMIR Med Inform 2025;13:e60442
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Data from Chat GPT-4 and Menta LLa MA replies were copied to an Excel sheet, indicating the vignette number, gender, sexual orientation, and round number. Female gender and heterosexual orientation were coded as “0.” We performed all analyses in RStudio [64]. Data quality of Menta LLa MA results was low and yielded no reliable results (Multimedia Appendix 1).
JMIR Ment Health 2025;12:e57986
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Women-identifying and women+ gender faculty (women+ is inclusive of different identities pertaining to gender, hereto described as women+ faculty) in medicine and biomedical sciences face numerous barriers to career advancement. These barriers include fewer invitations to keynote speaking engagements, reduced academic promotion rates, decreased leadership opportunities, and disparities in research funding and other research metrics [1-4].
JMIR Form Res 2025;9:e65561
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Extracting comorbidities for an index condition based on age, gender, and other features required intensive computation power and storage capacity when dynamic linking the patient and clinical tables. The same challenge was seen for other data analyses.
J Med Internet Res 2025;27:e52385
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Independence between surveys was tested with the t test for continuous variables (eg, age), and with the chi-square test for gender, education, and health literacy. We performed linear regressions to analyze associations between the 4 periods and level of worry (model A), self-reported adherence (model B), and perceived adherence of others to restrictions (model C).
Interact J Med Res 2025;14:e55636
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