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Multidisciplinary Contributions and Research Trends in eHealth Scholarship (2000-2024): Bibliometric Analysis

Multidisciplinary Contributions and Research Trends in eHealth Scholarship (2000-2024): Bibliometric Analysis

Keywords relevant to the e Health technology infrastructure were, for example, internet, online, internet of things, cloud computing, blockchain, information-systems, interoperability, smartphone, cloud, etc. The second group included security, blockchain, authentication, encryption, access control, cryptography, privacy protection, access-control, and other data security and privacy considerations.

Lana V Ivanitskaya, Dimitrios Zikos, Elina Erzikova

J Med Internet Res 2025;27:e60071

Preuse Acceptance of a Family-Centered, Need-Based, and Interprofessional Perinatal Care Mobile Health Intervention: Exploratory Study

Preuse Acceptance of a Family-Centered, Need-Based, and Interprofessional Perinatal Care Mobile Health Intervention: Exploratory Study

Women show a high tendency to search for pregnancy-related information on the web and via smartphone apps [15,16]. The number of health apps for pregnant women that are easy to access and can introduce new ways to perinatal care delivery, especially in low socioeconomic settings, is growing [15,17]. The quality and effectiveness of mobile apps vary tremendously, though, which can lead to mistrust and discontinuance of the app [18,19].

Kristina Killinger, Verena Seyfried, Katharina Brusniak, Markus Wallwiener, Michael Abou-Dakn, Dorothea Scholle, Stephanie Wallwiener

JMIR Hum Factors 2025;12:e66658

Using Ecological Momentary Assessment to Assess Family Functioning in Spanish-Speaking Parent and Adolescent Dyads: Daily Questionnaire Study

Using Ecological Momentary Assessment to Assess Family Functioning in Spanish-Speaking Parent and Adolescent Dyads: Daily Questionnaire Study

EMA has been implemented with adolescents as young as 9 years by using smartphone apps and SMS text messaging [8-10]. The advantages of EMA over retrospective assessments include a higher level of temporal detail that captures changes in real time, ecological validity, and reliability [7].

Alejandra Fernandez, Savannah Bernal, Lana Kim, Subodh Potla

JMIR Form Res 2025;9:e60073

Needs and Expectations for the myNewWay Blended Digital and Face-to-Face Psychotherapy Model of Care for Depression and Anxiety (Part 1): Participatory Design Study including People with Lived and Living Experience

Needs and Expectations for the myNewWay Blended Digital and Face-to-Face Psychotherapy Model of Care for Depression and Anxiety (Part 1): Participatory Design Study including People with Lived and Living Experience

While most studies have evaluated internet-delivered DMHIs (ie, delivered on websites), smartphone apps targeting depressive and anxiety symptoms have also shown positive results, with small to medium pooled effect sizes for anxiety (Hedges g=0.26; 95% CI 0.21-0.31) and depression (Hedges g=0.50; 95% CI 0.40-0.61) [17,18].

Katarina Kikas, Kathleen O'Moore, Rosemaree Kathleen Miller, Julie-Anne Therese Matheson, Sophie Li, Kathleen Varghese, Peter Baldwin, Nicole Cockayne, Alexis Estelle Whitton, Jill Maree Newby

JMIR Hum Factors 2025;12:e69499

Remote Photoplethysmography Technology for Blood Pressure and Hemoglobin Level Assessment in the Preoperative Assessment Setting: Algorithm Development Study

Remote Photoplethysmography Technology for Blood Pressure and Hemoglobin Level Assessment in the Preoperative Assessment Setting: Algorithm Development Study

With the use of just an ubiquitous smartphone camera, remote photoplethysmography (r PPG) technology can measure vital signs remotely, eliminating the need for traditional in-person physical assessments. In telehealth and patient care applications, noninvasive vital sign measurements can transform billions of devices into cost-effective and portable health care measuring devices [1].

Selene Y L Tan, Jia Xin Chai, Minwoo Choi, Umair Javaid, Brenda Pei Yi Tan, Belinda Si Ying Chow, Hairil Rizal Abdullah

JMIR Form Res 2025;9:e60455

Analyzing Trends in Suicidal Thoughts Among Patients With Psychosis in India: Exploratory Secondary Analysis of Smartphone Ecological Momentary Assessment Data

Analyzing Trends in Suicidal Thoughts Among Patients With Psychosis in India: Exploratory Secondary Analysis of Smartphone Ecological Momentary Assessment Data

Smartphone-based EMAs can assess dynamic symptoms such as SI, and help measure its duration, while enabling a safe disclosure of SI without face-to-face contact with the researcher or clinician [19,20]. However, most EMA studies on suicidality, as also EMA studies on day-to-day functioning of people with schizophrenia have been conducted in higher-income countries [21].

Ameya P Bondre, Aashish Ranjan, Ritu Shrivastava, Deepak Tugnawat, Nirmal Kumar Chaturvedi, Anant Bhan, Snehil Gupta, Abhijit R Rozatkar, Srilakshmi Nagendra, Siddharth Dutt, Soumya Choudhary, Preethi V Reddy, Urvakhsh Meherwan Mehta, John A Naslund, John Torous

JMIR Form Res 2025;9:e67745

Supporting Medication Adherence in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplant Using the BMT4me mHealth App: Mixed Methods Usability Study

Supporting Medication Adherence in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplant Using the BMT4me mHealth App: Mixed Methods Usability Study

Eligible caregivers were identified from the HCT clinic schedule and inpatient HCT unit based on the following eligibility criteria: (1) English-speaking, (2) 18 years of age or older, (3) having a child between 2 and 18 years of age undergoing allogeneic HCT, and (4) having a smartphone (either Android or i Phone) at recruitment and during the study period. All 20 caregivers of children who received HCT during the study period and met the eligibility criteria were approached for participation.

Mariam Kochashvili, Parishma Guttoo, Emre Sezgin, Ahna Pai, Rajinder Bajwa, Wendy Landier, Cynthia Gerhardt, Micah Skeens

JMIR Cancer 2025;11:e66847

A 12-Month Digital Peer-Supported App Intervention to Promote Physical Activity Among Community-Dwelling Older Adults: Follow-Up Study of a Nonrandomized Controlled Trial

A 12-Month Digital Peer-Supported App Intervention to Promote Physical Activity Among Community-Dwelling Older Adults: Follow-Up Study of a Nonrandomized Controlled Trial

The number of steps reported to the group chat in the DPSA was measured by the smartphone but was not used as an outcome. Physical function was assessed using grip strength and the 30-second chair stand test (CS-30). The grip strength was measured using a digital dynamometer (Grip D; TKK 5401; Takei Scientific Instruments).

Kento Tabira, Yuko Oguma, Shota Yoshihara, Megumi Shibuya, Manabu Nakamura, Natsue Doihara, Akihiro Hirata, Tomoki Manabe, Takashi Yamashita

JMIR Aging 2025;8:e66610

Using Personalized Intervention Criteria in a Mobile Just-in-Time Adaptive Intervention for Increasing Physical Activity in University Students: Pilot Study

Using Personalized Intervention Criteria in a Mobile Just-in-Time Adaptive Intervention for Increasing Physical Activity in University Students: Pilot Study

Mair et al [18] showed the feasibility of using personalized smartphone-delivered JITAI in elderly people. JITAI was tailored to the individual based on real time physical activity, daily physical activity goal, time of day, and weather conditions [18]. In most JITAI studies to date, however, the criteria for the intervention have been uniform (eg, 15 steps fewer per hour and sitting continuously for 30 or 60 minutes), and have not reflected the different activity patterns of the individual [12,18].

Mai Ikegaya, Jerome Clifford Foo, Taiga Murata, Kenta Oshima, Jinhyuk Kim

JMIR Hum Factors 2025;12:e66750

Using Digital Phenotyping to Discriminate Unipolar Depression and Bipolar Disorder: Systematic Review

Using Digital Phenotyping to Discriminate Unipolar Depression and Bipolar Disorder: Systematic Review

Eligible studies involved participants diagnosed with UD, BD, or HC and used portable or wearable digital devices such as smartphone apps, wearable sensors, or audio or visual recordings. The studies were required to either compare digital phenotyping results with diagnostic outcomes from professional medical evaluations, compare UD with BD, or perform a classification task involving UD, BD, and HC.

Rongrong Zhong, XiaoHui Wu, Jun Chen, Yiru Fang

J Med Internet Res 2025;27:e72229