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Skip search results from other journals and go to results- 13 JMIR Formative Research
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Structured, evidence-based approaches in face-to-face (F2 F) settings have proven beneficial for treating major depressive disorder (MDD) and substance use disorder (SUD) [1,2], which frequently co-occur. Researchers are increasingly leveraging digital platforms to enhance the reach and accessibility of these treatments.
JMIR Ment Health 2025;12:e67670
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Consequently, cognitive bias modification (CBM) interventions that target this negative bias may reduce depressive symptoms [4].
A CBM intervention was developed to aim at changing negative biases in the perception of emotional facial expressions [4]. This CBM technique shifts participants’ responses toward more positive interpretations of ambiguous facial expressions [4].
JMIR Serious Games 2025;13:e65103
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Celebrities and influencers on social media platforms have contributed to rising negative body image perceptions [13], which have been associated with higher depressive symptoms, loss of confidence, loneliness, and risk of developing eating disorders [13,14].
JMIR Form Res 2025;9:e58916
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However, Grünzig et al [17] conducted a systematic review of low-intensity interventions to reduce depressive symptoms before outpatient psychotherapy and found limited evidence of their effectiveness in reducing depressive symptoms. Among the reviewed studies, the interventions were a mix of face-to-face sessions, web-based training for self-help strategies, and supervised bibliotherapy with feedback via email or telephone [17].
JMIR Ment Health 2024;11:e56650
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However, recent studies examining the impact of the COVID-19 pandemic on internalizing disorders suggest substantial increases in rates of depressive disorders [10-12].
JMIR Ment Health 2024;11:e54252
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The scale asks the frequency of experiencing mental distress (0=not at all to 3=nearly every day) during the 2 weeks prior to the survey, with 2 items referring to anxiety symptoms (α=.90) and 2 to depressive symptoms (α=.82). Items are summed to create 2 indexes, each ranging between 0 and 6 with higher numbers indicating higher levels of mental distress. Each score is then dichotomized, with respondents scoring 3 or greater coded as likely experiencing the condition represented by the subscale [34].
JMIR Form Res 2024;8:e55759
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Descriptive data for the total sample and scales mean comparisons between different age groups.
a P
b SCS: Self-Compassion Scale.
c DEQ-A: self-criticism subscale of the Depressive Experiences Questionnaire.
d DEQ-D: dependency subscale of the Depressive Experiences Questionnaire.
e BSQ: Body Shape Questionnaire.
Mean scores and SDs of the scales as a result of time spent using Instagram, as well as the P value after performing ANOVA analysis are presented in Table 4.
J Med Internet Res 2024;26:e51957
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A total score of 3 and above indicates that a major depressive disorder is likely.
d A total score of 4 or greater is considered positive for loneliness, with scores of 7-9 considered to indicate severe loneliness.
e GAD-7: 7-item Generalized Anxiety and Depression scale.
Clinical outcomes.a
a This table presents the data of participants who completed optional surveys at 30, 60, and 90 days.
JMIR Form Res 2024;8:e58263
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