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Detecting Redundant Health Survey Questions by Using Language-Agnostic Bidirectional Encoder Representations From Transformers Sentence Embedding: Algorithm Development Study

Detecting Redundant Health Survey Questions by Using Language-Agnostic Bidirectional Encoder Representations From Transformers Sentence Embedding: Algorithm Development Study

For example, emotional symptoms may be captured by questions such as “Do you feel like withdrawing from family or friends?” or “I don’t really want to talk to people around me.” This variation makes identifying semantically equivalent questions—and thus standardizing survey-based PGHD—a complex task.

Sunghoon Kang, Hyewon Park, Ricky Taira, Hyeoneui Kim

JMIR Med Inform 2025;13:e71687

Digital Literacy and Its Association With Subjective Health Status and Healthy Lifestyle Behaviors Among Korean Older Adults: Cross-Sectional Study

Digital Literacy and Its Association With Subjective Health Status and Healthy Lifestyle Behaviors Among Korean Older Adults: Cross-Sectional Study

Smoking cessation was defined as having quit smoking, decreased alcohol consumption was defined as not drinking at all in the previous year or drinking less than twice a week, and exercise was defined as answering “yes” to the question, “Do you usually exercise for at least 10 minutes on a consistent basis?” This study’s main variable was digital literacy, which was divided into 3 subcategories.

Soon Young Lee, Yejin Kim, Bomgyeol Kim, Sang Gyu Lee, Suk-Yong Jang, Tae Hyun Kim

JMIR Aging 2025;8:e64974

Scaling a Brief Digital Well-Being Intervention (the Big Joy Project) and Sociodemographic Moderators: Single-Group Pre-Post Study

Scaling a Brief Digital Well-Being Intervention (the Big Joy Project) and Sociodemographic Moderators: Single-Group Pre-Post Study

This was followed by 2 questions on a slider scale related to the ease (how easy or difficult was that act of joy for you?—very difficult to very easy) and fit of the practice (did that act of joy feel like a good fit, like you would want to do it again at another time?—not at all to completely). After the example activity, people provided informed consent and completed an onboarding survey that included sociodemographic and psychological measures.

Darwin A Guevarra, Yoobin Park, Xuhai Xu, Jin Liou, Jolene Smith, Peggy Callahan, Emiliana Simon-Thomas, Elissa S Epel

J Med Internet Res 2025;27:e72053

Internet-Based Interventions for Preventing Premature Birth in Preconceptional Women of Childbearing Age: Systematic Review

Internet-Based Interventions for Preventing Premature Birth in Preconceptional Women of Childbearing Age: Systematic Review

For instance, the “My Family Plan” program targeted non-pregnant women over a brief two-week period with immediate postintervention evaluation [23], whereas the “Be yo U, Talented, Informed, Fearless, Uncompromised, and Loved (BUtiful)” program engaged Black teenage women over four weeks, with assessments extending to 6 and 12 months [26]. These differences exemplify the complex dynamics in implementing and evaluating internet-based interventions, which can significantly affect outcomes.

Sun-Hee Kim, Sun-Young Jung, Jin-Hwa Park, Jennie C De Gagne

J Med Internet Res 2025;27:e60690

Correction: Effectiveness of Neurofeedback-Assisted and Conventional 6-Week Web-Based Mindfulness Interventions on Mental Health of Chinese Nursing Students: Randomized Controlled Trial

Correction: Effectiveness of Neurofeedback-Assisted and Conventional 6-Week Web-Based Mindfulness Interventions on Mental Health of Chinese Nursing Students: Randomized Controlled Trial

The degree list for author You Xin was previously reported as: MPH And has now been changed to: BA. The degree list for author Haiyan Hu was previously reported as: Prof Dr Med And has now been changed to: MD. The degree list for author Xiaoyou Su was previously reported as: Prof Dr And has now been changed to: Ph D.

Shu Jing, Zhenwei Dai, Xiaoyang Liu, Xuelin Yang, Jinglei Cheng, Tianming Chen, Zihang Feng, Xin Liu, Fenghe Dong, You Xin, Zhuoyan Han, Haiyan Hu, Xiaoyou Su, Chen Wang

J Med Internet Res 2025;27:e78147