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. 2024 Nov 5;12:e58127. doi: 10.2196/58127

Table 2.

Study outcomes and measurement approaches.

Outcomes and tool name and/or description Mode of measurement App Study
General internet use

Question, questionnaire, survey, or interview Self-reported and unvalidated iBobbly, uSafeHS, and YTH StreetConnect [62,70, 74]
App engagement (downloads, frequency of use, features used, etc)

Mobile device download data Objectively measured iBobbly [74]

Administrative dashboard analytics Objectively measured usSafeHS [70]

Question, questionnaire, survey, or interview Self-reported and unvalidated Circle of 6 [63]

Question, questionnaire, survey, or interview Self-reported and unvalidated uSafeUS [93]
Users’ experience (perception, feasibility, acceptability, or subjective value)

Question, questionnaire, survey, or interview Self-reported and unvalidated BlueIce, Circle of 6, +FORT, Liad@s, iBobbly, myPlan, uSafeHS, uSafeUS, and YTH StreetConnect [54,57, 59-63, 65,66, 70,74, 79,93]
Effectiveness

Decisional conflict: Decisional Conflict Scale (modified) Self-reported and validated myPlan [59]

Safety behaviors: question, questionnaire, survey, or interview (number of safety behaviors tried on app) Self-reported and validated myPlan [59]

Bystander behavior: Banyard’s Bystander Scale Self-reported and validated Circle of 6 [63]

Intention to help: 10-item modified Intention to Help Scale Self-reported and validated Circle of 6 [63]

Sexism (hostile sexism and benevolent sexism): Ambivalent Sexism Inventory-Adolescents Self-reported and validated Liad@s [57,64]

Ambivalence toward men: Ambivalence toward Men Inventory Self-reported and validated Liad@s [57]

Distortions about romantic love: Myths, Fallacies, and Erroneous Beliefs about the Ideal of Romantic Love Scale Self-reported and validated Liad@s [57]

Sexual victimization: 11 item-Revised Sexual Experience Survey Self-reported and validated Circle of 6 [63]

Intimate partner violence: Composite Abuse Scale Self-reported and validated myPlan [59]

Intimate partner violence: traumatic brain injury (questions or questionnaire) Self-reported and unvalidated Liad@s [57]

Intimate partner violence: digital abuse (questions or questionnaire) Self-reported and unvalidated myPlan [59]

Intimate partner violence: reproductive coercion (questions or questionnaire) Self-reported and unvalidated myPlan [59]

Substance use: frequency of alcohol use Self-reported and unvalidated Circle of 6 and myPlan [59,63]

Substance use: frequency of getting drunk Self-reported and unvalidated myPlan [59]

Substance use: frequency of binge drinking Self-reported and unvalidated myPlan [59]

Substance use: any marijuana use Self-reported and unvalidated myPlan [59]

Substance use: any drug use other than marijuana Self-reported and unvalidated myPlan [59]

Substance use: feeling of intoxication Self-reported and unvalidated Circle of 6 [63]

Self-harm: clinical data Objectively measured BlueIce [63]

Self-harm: question, questionnaire, survey, and interview Self-reported and unvalidated BlueIce [63]

Bullying victimization: Multidimensional Peer-Victimization Scale Self-reported and validated +FORT [60]

Depression: Center for Epidemiologic Studies Depression Scale Revised Self-reported and validated myPlan [59]

Depression: Mood and Feelings Questionnaire Self-reported and validated BlueIce [54,55]

Depression: Patient Health Questionnaire 9 Self-reported and validated iBobbly [74,76]

Anxiety: Revised Child Anxiety and Depression Score Self-reported and validated BlueIce [54,55]

Psychological distress: Kessler Psychological Distress Scale Self-reported and validated iBobbly [74,76]

Impulsivity: Barratt Impulsivity Scale Self-reported and validated iBobbly [76]

Behavior: Strengths and Difficulties Questionnaire Self-reported and validated BlueIce [54,55]

Suicide risk: Center for Epidemiologic Studies Depression Scale Self-reported and validated myPlan [59]

Suicidal ideation: Depressive Symptom Inventory–Suicidality Subscale Self-reported and validated iBobbly [74,76]