Evidence map›Paper›PMID 37159256›Full record

ArticleJMIR diabetes2023

Technology-Supported Integrated Care Innovations to Support Diabetes and Mental Health Care: Scoping Review.

Megan Racey, Carly Whitmore, Paige Alliston, Joseph A Cafazzo, Allison Crawford, David Castle, Rosa Dragonetti, Donna Fitzpatrick-Lewis, Milos Jovkovic, Osnat C Melamed and 7 more

Open access · goldAbstract readScoping Review
In one paragraph

Article in JMIR diabetes, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
3.0field-weighted citation impact, top 8% 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

10 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 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

17 authors at 5 institutions in 1 country.

Megan RaceyMcMaster Evidence Review and Synthesis Team, McMaster University, Hamilton, ON, Canada.ORCID https://orcid.org/0000-0003-4636-0397
Carly WhitmoreSchool of Nursing, McMaster University, Hamilton, ON, Canada.ORCID https://orcid.org/0000-0002-3974-4854
Paige AllistonMcMaster Evidence Review and Synthesis Team, McMaster University, Hamilton, ON, Canada.ORCID https://orcid.org/0000-0001-6588-3711
Joseph A CafazzoHealthcare Human Factors, University Health Network, Toronto, ON, Canada.ORCID https://orcid.org/0000-0002-3114-4440
Allison CrawfordCentre for Addiction and Mental Health, Toronto, ON, Canada.ORCID https://orcid.org/0000-0002-1320-0664
David CastleCentre for Addiction and Mental Health, Toronto, ON, Canada.ORCID https://orcid.org/0000-0002-3075-1580
Rosa DragonettiCentre for Addiction and Mental Health, Toronto, ON, Canada.ORCID https://orcid.org/0000-0002-8539-1762
Donna Fitzpatrick-LewisMcMaster Evidence Review and Synthesis Team, McMaster University, Hamilton, ON, Canada.ORCID https://orcid.org/0000-0001-9477-8857
Milos JovkovicMcMaster Evidence Review and Synthesis Team, McMaster University, Hamilton, ON, Canada.ORCID https://orcid.org/0009-0005-0969-3514
Osnat C MelamedCentre for Addiction and Mental Health, Toronto, ON, Canada.ORCID https://orcid.org/0000-0002-9663-2226
Farooq NaeemCentre for Addiction and Mental Health, Toronto, ON, Canada.ORCID https://orcid.org/0000-0003-4760-4840
Peter SeniorClinical Islet Transplant Program, University of Alberta, Edmonton, AB, Canada.ORCID https://orcid.org/0000-0003-1033-8673
Gillian StrudwickCentre for Addiction and Mental Health, Toronto, ON, Canada.ORCID https://orcid.org/0000-0002-1080-7372
Seeta RamdassDiabetes Action Canada, Toronto, ON, Canada.ORCID https://orcid.org/0000-0002-7139-5519
Victor VienCentre for Addiction and Mental Health, Toronto, ON, Canada.ORCID https://orcid.org/0009-0001-0665-6452
Peter SelbyCentre for Addiction and Mental Health, Toronto, ON, Canada.ORCID https://orcid.org/0000-0001-5401-2996
Diana SherifaliMcMaster Evidence Review and Synthesis Team, McMaster University, Hamilton, ON, Canada.ORCID https://orcid.org/0000-0002-4423-3848
Centre for Addiction and Mental Health · CAMcMaster University · CADiabetes Canada · CAUniversity Health Network · CAUniversity of Alberta · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFor individuals living with diabetes and its psychosocial comorbidities (eg, depression, anxiety, and distress), there remains limited access to interprofessional, integrated care that includes mental health support, education, and follow-up. Health technology, broadly defined as the application of organized knowledge or skill as software, devices, and systems to solve health problems and improve quality of life, is emerging as a means of addressing these gaps. There is thus a need to understand how such technologies are being used to support, educate, and help individuals living with co-occurring diabetes and mental health distress or disorder.

objectiveThe purpose of this scoping review was to (1) describe the literature on technology-enabled integrated interventions for diabetes and mental health; (2) apply frameworks from the Mental Health Commission of Canada and World Health Organization to elucidate the components, type, processes, and users of technology-enabled integrated interventions for diabetes and mental health; and (3) map the level of integration of interventions for diabetes and mental health.

methodsWe searched 6 databases from inception to February 2022 for English-language, peer-reviewed studies of any design or type that used technology to actively support both diabetes and any mental health distress or disorder in succession or concurrently among people with diabetes (type 1 diabetes, type 2 diabetes, and gestational diabetes). Reviewers screened citations and extracted data including study characteristics and details about the technology and integration used.

resultsWe included 24 studies described in 38 publications. These studies were conducted in a range of settings and sites of care including both web-based and in-person settings. Studies were mostly website-based (n=13) and used technology for wellness and prevention (n=16) and intervention and treatment (n=15). The primary users of these technologies were clients and health care providers. All the included intervention studies (n=20) used technology for clinical integration, but only 7 studies also used the technology for professional integration.

conclusionsThe findings of this scoping review suggest that there is a growing body of literature on integrated care for diabetes and mental health enabled by technology. However, gaps still exist with how to best equip health care professionals with the knowledge and skills to offer integrated care. Future research is needed to continue to explore the purpose, level, and breadth of technology-enabled integration to facilitate an approach to overcome or address care fragmentation for diabetes and mental health and to understand how health technology can further drive the scale-up of innovative integrated interventions.

Indexed as

applicationclinical integrationdigital healthdistresseducationhealth information technologyintegrated careinterventionmental healthpsychosocialscoping reviewsupporttechnologytype 1 diabetestype 2 diabetesvirtual care

Identifiers

PMID37159256
PMCPMC10206630
OpenAlexW4375948663

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.