Evidence map›Paper›PMID 35797102›Full record

ArticleJMIR formative research2022

Smartphone Ownership, Smartphone Utilization, and Interest in Using Mental Health Apps to Address Substance Use Disorders: Literature Review and Cross-sectional Survey Study Across Two Sites.

Michael Hsu, Bianca Martin, Saeed Ahmed, John Torous, Joji Suzuki

Open access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
3.6field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 25 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

Michael HsuDepartment of Psychiatry, Brigham and Women's Hospital, Boston, MA, United States.ORCID https://orcid.org/0000-0001-8868-8273
Bianca MartinDepartment of Psychiatry, Brigham and Women's Hospital, Boston, MA, United States.ORCID https://orcid.org/0000-0003-1686-6186
Saeed AhmedWest Ridge Center, Rutland Regional Medical Center, Rutland, VT, United States.ORCID https://orcid.org/0000-0002-9483-2355
John TorousDigital Psychiatry Division, Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, United States.ORCID https://orcid.org/0000-0002-5362-7937
Joji SuzukiDepartment of Psychiatry, Brigham and Women's Hospital, Boston, MA, United States.ORCID https://orcid.org/0000-0001-5659-6147
Brigham and Women's Hospital · USBeth Israel Deaconess Medical Center · USRutland Regional Medical Center · US

Funding

Initiating substance use disorder treatment in hospitalized opioid use disorder patientsK23DA042326 · NIDA · BRIGHAM AND WOMEN'S HOSPITAL · PI SUZUKI, JOJI · 2017 to 2021
$999k
NIDA NIH HHS K23 DA042326
6 · The paper itself

Abstract

backgroundIn recent years, there has been increasing interest in implementing digital technologies to diagnose, monitor, and intervene in substance use disorders. Smartphones are now a vehicle for facilitating telepsychiatry visits, measuring health metrics, and communicating with health care professionals. In light of the COVID-19 pandemic and the movement toward web-based and hybrid clinic visits and meetings, it has become especially salient to assess phone ownership among individuals with substance use disorders and their comfort in navigating phone functionality and using phones for mental health purposes.

objectiveThe aims of this study were to summarize the current literature around smartphone ownership, smartphone utilization, and the acceptability of using smartphones for mental health purposes and assess these variables across two disparate substance use treatment sites.

methodsWe performed a focused literature review via a search of two academic databases (PubMed and Google Scholar) for publications since 2007 on the topics of smartphone ownership, smartphone utilization, and the acceptability of using mobile apps for mental health purposes among the substance use population. Additionally, we conducted a cross-sectional survey study that included 51 participants across two sites in New England-an inpatient detoxification unit that predominantly treats patients with alcohol use disorder and an outpatient methadone maintenance treatment clinic.

resultsPrior studies indicated that mobile phone ownership among the substance use population between 2013 and 2019 ranged from 83% to 94%, while smartphone ownership ranged from 57% to 94%. The results from our study across the two sites indicated 96% (49/51) mobile phone ownership and 92% (47/51) smartphone ownership among the substance use population. Although most (43/49, 88%) patients across both sites reported currently using apps on their phone, a minority (19/48, 40%) reported previously using any apps for mental health purposes. More than half of the participants reported feeling at least neutrally comfortable with a mental health app gathering information regarding appointment reminders (32/48, 67%), medication reminders (33/48, 69%), and symptom surveys (26/45, 58%). Most patients were concerned about privacy (34/51, 67%) and felt uncomfortable with an app gathering location (29/47, 62%) and social (27/47, 57%) information for health care purposes.

conclusionsThe majority of respondents reported owning a mobile phone (49/51, 96%) and smartphone (47/51, 92%), consistent with prior studies. Many respondents felt comfortable with mental health apps gathering most forms of personal information and with communicating with their clinician about their mental health. The differential results from the two sites, namely greater concerns about the cost of mental health apps among the methadone maintenance treatment cohort and less experience with downloading apps among the older inpatient detoxification cohort, may indicate that clinicians should tailor technological interventions based on local demographics and practice sites and that there is likely not a one-size-fits-all digital psychiatry solution.

Indexed as

addictiondigital mental healthdigital phenotypingdigital psychiatryhealth equitymental healthmHealthmindfulnessmobile phonephone applicationsphone ownershipphone utilizationsmartphonesubstance abusesubstance use

Identifiers

PMID35797102
PMCPMC9305402
OpenAlexW4283210484

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.