Task-sharing approaches to improve mental health care in rural and other low-resource settings: a systematic review
Open accessAbstract
Purpose: Rural areas persistently face a shortage of mental health specialists. Task shifting, or task sharing, is an approach in global mental health that may help address unmet mental health needs in rural and other low‐resource areas. This review focuses on task‐shifting approaches and highlights future directions for research in this area. Methods: Systematic review on task sharing of mental health care in rural areas of high‐income countries included: (1) PubMed, (2) gray literature for innovations not yet published in peer‐reviewed journals, and (3) outreach to experts for additional articles. We included English language articles published before August 31, 2013, on interventions sharing mental health care tasks across a team in rural settings. We excluded literature: (1) from low‐ and middle‐income countries, (2) involving direct transfer of care to another provider, and (3) describing clinical guidelines and shared decision‐making tools. Findings: The review identified approaches to task sharing focused mainly on community health workers and primary care providers. Technology was identified as a way to leverage mental health specialists to support care across settings both within primary care and out in the community. The review also highlighted how provider education, supervision, and partnerships with local communities can support task sharing. Challenges, such as confidentiality, are often not addressed in the literature. Conclusions: Approaches to task sharing may improve reach and effectiveness of mental health care in rural and other low‐resource settings, though important questions remain. We recommend promising research directions to address these questions.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 65 cited sources checked · 0 supported · 0 flagged
- Findingown data
The literature shows task sharing already occurring via CHWs, non-mental-health primary care providers, and mental health specialists.
“The literature describes task sharing that is happening already through the work of CHWs, non-mental health providers in primary care, and mental health specialists.”
Quote in the paperSubstantial claim - Findingnone given
CHWs can participate in mental health care through community outreach or clinics.
“Community health workers may be involved in mental health care delivery, either through community outreach or clinics.”
Quote in the paperNot a substantial claim - Findingreasoning
In collaborative care, mental health specialists assist primary care providers by reaching out to patients, tracking depression symptoms, recommending treatment changes, and communicating until remission.
“these mental health specialists support providers in primary care through outreach to patients, monitoring and tracking depression symptoms, suggesting changes in treatment plan when needed, and communicating with the team until the patient’s depression is in remission.”
Quote in the paperNot a substantial claim - Findingcitation
Most primary care task sharing focused on collaborative care for common mental disorders.
“Most primary care task sharing centered on collaborative care for common mental disorders.10,32”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [10] Unutzer J Katon W Callahan CM Collaborative care management of late-life depression in the primary care setting: a randomized controlled trial JAMA 2002 288 2836 2845 12472325 source
Not checked in the free run.
- cites [32] Archer J Bower P Gilbody S Collaborative care for depression and anxiety problems Cochrane Database Syst Rev 2012 10 Cd006525 PMC11627142 23076925
Not checked in the free run.
- Findingcitation
The Alaska Native Tribal Health Consortium BHA Program indicates potential for behavioral-health-trained CHWs integrated into primary care.
“The Alaska Native Tribal Health Consortium Behavioral Health Aide (BHA) Program highlights the potential for CHWs trained in behavioral health and integrated into primary care.29”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] BHA Behavioral Health Aide Program 2013 3 Anchorage, AK Alaska Native Tribal Health Consortium
Not checked in the free run.
- Findingcitation
Across Wisconsin, Iowa, Minnesota, and South Dakota, 23%-71% of surveyed CHWs per state reported mental health work.
“In the Midwest, 23%-71% of CHWs surveyed in each state reported work on mental health topics across Wisconsin, Iowa, Minnesota, and South Dakota,19”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] Hardeman R Community Health Workers in the Midwest: Understanding and Developing the Workforce 2012 6 Saint Paul, MN Wilder Research
Not checked in the free run.
- Findingcitation
BHAs work in remote Alaska clinics with direct and indirect supervision varying by certification level.
“BHAs work in remote health clinics in Alaska under differing levels of direct and indirect supervision based on their level of certification.29”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] BHA Behavioral Health Aide Program 2013 3 Anchorage, AK Alaska Native Tribal Health Consortium
Not checked in the free run.
- Findingnone given
The literature pointed to risks and challenges of task sharing.
“The literature also highlighted some risks and challenges associated with task sharing.”
Quote in the paperNot a substantial claim - Findingcitation
In one program, CHWs showed greater knowledge, coping skills, and perceived social support after the intervention.
“CHWs in this study showed an increase in knowledge, coping skills and perceived social support at post-test.28”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Tran AN Ornelas IJ Perez G Green MA Lyn M Corbie-Smith G Evaluation of Amigas Latinas Motivando el Alma (ALMA): a pilot promotora intervention focused on stress and coping among immigrant Latinas J Immigr Minor Health 2012 16 280 289 PMC4137773 23117693 source
Not checked in the free run.
- Findingown data
All 23 programs either used CHWs or mainly relied on primary care providers and/or specialist support for shared mental health care.
“These programs all either involved CHWs (Table 1) or primarily leveraged primary care providers and/or specialist support to share mental health care delivery (Table 2).”
Quote in the paperNot a substantial claim - Findingcitation
In an HIV peer counselor study, counselors had difficulty setting boundaries with clients, especially in the substance abuse component.
“In a study with HIV peer counselors, counselors struggled with setting boundaries when working with clients,63 in particular in a substance abuse intervention component of this project.64”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [63] Hilfinger Messias DK Moneyham L Vyavaharkar M Murdaugh C Phillips KD Embodied work: insider perspectives on the work of HIV/AIDS peer counselors Health Care Women Int 2009 30 572 594 19492204 PMC2729058 source
Not checked in the free run.
- cites [64] Boyd MR Moneyham L Murdaugh C A peer-based substance abuse intervention for HIV+ rural women: a pilot study Arch Psychiatr Nurs 2005 19 10 17 15765367 source
Not checked in the free run.
- Findingcitation
Televideo conferencing can effectively support collaborative care for depression in primary care.
“Televideo conferencing can effectively support the delivery of collaborative care for depression in primary care.33,34”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [33] Fortney JC Pyne JM Edlund MJ A randomized trial of telemedicine-based collaborative care for depression J Gen Intern Med 2007 22 1086 1093 17492326 PMC2305730 source
Not checked in the free run.
- cites [34] Fortney JC Pyne JM Mouden SB Practice-based versus telemedicine-based collaborative care for depression in rural federally qualified health centers: a pragmatic randomized comparative effectiveness trial Am J Psychiatry 2013 170 414 425 23429924 PMC3816374 source
Not checked in the free run.
- Findingcitation
Confidentiality was a serious concern in a study of women at a domestic abuse shelter.
“Confidentiality was a serious concern in a study with women at a women’s shelter who faced domestic abuse.66”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [66] Tschirch P Walker G Calvacca LT Nursing in tele-mental health J Psychosoc Nurs Ment Health Serv 2006 44 20 27 16719184 source
Not checked in the free run.
- Findingcitation
Licensing, scope-of-practice, and reimbursement challenges can arise across diverse contexts.
“Challenges related to licensing, scopes of practice, and reimbursement for services can arise across these diverse contexts.69,70”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [69] Gamm LD Mental health and substance abuse services among rural minorities J Rural Health 2004 20 2 206 209 15298094 source
Not checked in the free run.
- cites [70] Mitka M Telemedicine eyed for mental health services: approach could widen access for older patients JAMA 2003 290 14 1842 1843 14532300 source
Not checked in the free run.
- Findingreasoning
Community partnerships emerged as the main important consideration for implementing effective task sharing programs.
“the primary topic that surfaced was partnerships with communities when implementing effective task sharing programs.”
Quote in the paperNot a substantial claim - Findingcitation
Project ECHO provides regular specialist-guided videoconference consultations for rural primary care providers on conditions including mental health and substance abuse.
“Project ECHO, which offers regular specialist-guided videoconference consults among rural primary care providers for a variety of conditions including mental health and substance abuse consultation.39”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [39] Scott JD Unruh KT Catlin MC Project ECHO: a model for complex, chronic care in the Pacific Northwest region of the United States J Telemed Telecare 2012 18 481 484 23209269 PMC3647034 source
Not checked in the free run.
- Findingcitation
Confidentiality concerns can be a risk in task-shifted mental health care, particularly in small rural settings.
“Concerns with confidentiality can be another risk in task-shifting mental health, especially in small rural settings.”
Quote in the paperNot a substantial claim - Findingcitation
Several US states have not resolved licensing and credentialing so clinicians can be reimbursed for cross-state consultation.
“Several states in the US have yet to resolve licensing and credentialing issues so clinicians can be reimbursed for consultation across state lines.48,71”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [48] Pruthi S Stange KJ Malagrino GD Jr Chawla KS LaRusso NF Kaur JS Successful implementation of a telemedicine-based counseling program for high-risk patients with breast cancer Mayo Clin Proc 2013 88 68 73 23274020 source
Not checked in the free run.
- cites [71] Benavides-Vaello S Strode A Sheeran BC Using technology in the delivery of mental health and substance abuse treatment in rural communities: a review J Behav Health Serv Res 2013 40 111 120 23093443 source
Not checked in the free run.
- Findingnone given
The available empirical evidence for involving community health workers in general care, and in mental health care specifically, is limited.
“The empirical evidence on incorporating CHWs in care in general, and in mental health care specifically, is sparse”
Quote in the paperSubstantial claim - Findingcitation
The VA Health Care System is an exception to licensing barriers because its providers can consult by telehealth across state lines.
“One exception to licensing challenges is the VA Health Care System where providers can offer care via telehealth consultation across state lines.72”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [72] Barnwell SV Juretic MA Hoerster KD Van de Plasch R Felker BL VA Puget Sound Telemental Health Service to rural veterans: a growing program Psychol Serv 2012 9 209 211 22662737 source
Not checked in the free run.
- Findingcitation
Recruiting peer counselors was difficult, partly because of professional boundary challenges.
“It was difficult to recruit peer counselors, in part due to professional boundary challenges.64”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Boyd MR Moneyham L Murdaugh C A peer-based substance abuse intervention for HIV+ rural women: a pilot study Arch Psychiatr Nurs 2005 19 10 17 15765367 source
Not checked in the free run.
- Findingcitation
In a home-based CBT study for medically frail older adults with caregiver training, recruitment was low despite staff enthusiasm.
“recruitment of older adults was low despite staff enthusiasm for the program.62”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Kaufman AV Scogin FR Burgio LD Morthland MP Ford BK Providing mental health services to older people living in rural communities J Gerontol Soc Work 2007 48 349 365 17210537 source
Not checked in the free run.
- Findingcitation
A 'soft entry' program where community substance abuse counselors offered themselves to an Aboriginal community-led program increased Aboriginal women's treatment engagement.
“a “soft entry” program in which community-based substance abuse counselors offered themselves as a resource to a program led by the aboriginal communities in Australia improved the engagement of aboriginal women in treatment.58”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58] Allan J Campbell M Improving access to hard-to-reach services: a soft entry approach to drug and alcohol services for rural Australian Aboriginal communities Soc Work Health Care 2011 50 443 465 21774586 source
Not checked in the free run.
- Findingcitation
These telepsychiatry services can yield substantial cost savings for state Medicaid programs.
“Such services can offer considerable cost savings to state Medicaid programs.41”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [41] Knopf A School-based telehealth brings psychiatry to rural Georgia Behav Healthc 2013 33 47 48 23479847
Not checked in the free run.
- Premisecitation
Task shifting could enhance mental health care in rural and other underserved areas of both low- and high-income nations.
“task shifting has the potential to improve mental health care in rural or otherwise underserved settings in low and high income countries.8,9”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [8] Patel V Goel DS Desai R Scaling up services for mental and neurological disorders in low-resource settings Int Health 2009 1 37 44 21637318 PMC3081098 source
Not checked in the free run.
- cites [9] Patel V Global mental health: from science to action Harv Rev Psychiatry 2012 20 6 12 22335178 PMC3335087 source
Not checked in the free run.
- Interpretationreasoning
The specialist's role changes from providing services directly to training, supervising, and consulting.
“The mental health specialist role shifts from direct service provider toward trainer, supervisor, and consultant.”
Quote in the paperSubstantial claim - Premisecitation
In that 2009 review, only one mental health study was included: an RCT of ACT, ACT plus CHWs, and brokered case management for homeless or at-risk people with serious psychiatric diagnoses.
“Only one study within this 2009 review addressed mental health: a randomized controlled trial comparing assertive community treatment (ACT), ACT + CHWs, and brokered case management for those with a serious psychiatric diagnosis who are homeless or at risk for being homeless.21,22”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [21] Wolff N Helminiak TW Morse GA Calsyn RJ Klinkenberg WD Trusty ML Cost-effectiveness evaluation of three approaches to case management for homeless mentally ill clients Am J Psychiatry 1997 154 341 348 9054781 source
Not checked in the free run.
- cites [22] Morse GA Calsyn RJ Klinkenberg WD An experimental comparison of three types of case management for homeless mentally ill persons Psychiatr Serv 1997 48 497 503 9090733 source
Not checked in the free run.
- Interpretationcitation
Knowledge from low- and middle-income settings might not transfer to high-income countries because infrastructure differs.
“what is known in low and middle income settings may not apply to high income countries given differences in infrastructure across these settings.17”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [17] Petersen I Ssebunnya J Bhana A Baillie K Lessons from case studies of integrating mental health into primary health care in South Africa and Uganda Int J Ment Health Syst 2011 5 8 21496242 PMC3096573 source
Not checked in the free run.
- Premisecitation
Rural regions have a long-standing lack of mental health specialists.
“Rural areas face a persistent shortage of mental health specialists such as psychiatrists, psychiatric nurse practitioners, psychologists, social workers, and counselors.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [1] U.S. Census Bureau Frequently asked questions Accessed August 25, 2015 Available from https://ask.census.gov
Not checked in the free run.
- cites [2] Ellis AR Konrad TR Thomas KC Morrissey JP County-level estimates of mental health professional supply in the United States Psychiatr Serv 2009 60 1315 1322 19797370 source
Not checked in the free run.
- cites [3] Perkins DA Roberts R Sanders T Rosen A Far West Area Health Service mental health integration project: model for rural Australia? Aust J Rural Health 2006 14 105 110 16706878 source
Not checked in the free run.
- Interpretationreasoning
Task sharing enables a small specialist workforce to collaborate in teams with other providers and community resources to reach people in need.
“Task sharing allows a limited number of specialists to practice in teams with other providers and community resources to reach populations in need.”
Quote in the paperSubstantial claim - Premisecitation
A 2009 review of CHW intervention outcomes found mixed evidence for behavior change and health outcomes.
“A 2009 review of the peer-reviewed literature on outcomes in CHW interventions found evidence to support CHW programs showed mixed results in terms of behavior change and health outcomes when studies report such outcomes.20”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [20] Viswanathan M Kraschnewski J Nishikawa B Outcomes of Community Health Worker Interventions. Evidence Report / Technology Practice Center under Contract No. 290 2007 10056 I.) AHRQ Publication No. 09-E014 2009 6 Rockville, MD gency for Healthcare Research and Quality
Not checked in the free run.
- Premisecitation
Collaborative care is effective for common mental disorders.
“Collaborative care supports care for common mental disorders.”
Quote in the paperSubstantial claim - Interpretationcitation
Telepsychiatry in schools or other community settings may be especially convenient for children with severe developmental disabilities.
“Telepsychiatry at schools or other community settings may be particularly convenient for children with severe developmental disabilities.36”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [36] Szeftel R Mandelbaum S Sulman-Smith H Telepsychiatry for children with developmental disabilities: applications for patient care and medical education Child Adolesc Psychiatr Clin N Am 2011 20 95 111 21092915 source
Not checked in the free run.
- Interpretationcitation
Variation in population density, ethnicity, and local economic base makes a single rural mental health approach impossible.
“Differences tied to population density in rural areas, residents’ ethnicity and the economic base of the community make a one-size-fits-all approach to rural mental health impossible.67”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [67] Rainer JP The road much less travelled: treating rural and isolated clients J Clin Psychol 2010 66 475 478 20222117 source
Not checked in the free run.
- Interpretationreasoning
Ongoing training, supervision, and support strategies are important, especially when providers with different skill levels share tasks.
“Developing appropriate strategies for ongoing training, supervision, and support is important, increasingly so when sharing tasks among providers with differing levels of skills and expertise.”
Quote in the paperSubstantial claim - Interpretationcitation
Partnerships in intervention development and delivery enable plans suited to local context and needs.
“Partnerships when developing and implementing interventions allow for plans that are suitable to the local context and meet local needs.57”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [57] Ulzen T Williamson L Foster PP Parris-Barnes K The evolution of a community-based telepsychiatry program in rural Alabama: lessons learned-a brief report Community Ment Health J 2013 49 101 105 22322325 source
Not checked in the free run.
- Interpretationcitation
Scarce health care resources in low-income countries may account for difficulties in working with primary care.
“Limited health care resources in low income countries may explain challenges related to working with primary care.17”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] Petersen I Ssebunnya J Bhana A Baillie K Lessons from case studies of integrating mental health into primary health care in South Africa and Uganda Int J Ment Health Syst 2011 5 8 21496242 PMC3096573 source
Not checked in the free run.
- Classified as probably not a substantial claim. 9
- May combine two claims. 30
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThose 55 articles comprised 8 grey-literature and 47 peer-reviewed items.
“These articles included 8 from the grey literature and 47 peer-reviewed articles.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThe review found 271 items, examined 199 full texts, and kept 182 in the final set.
“We located 271 articles, reports, and presentations from the peer-reviewed and grey literature, of which 199 full-text articles, reports, and presentations were reviewed and 182 items were retained in the final review”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationA CHW-led depression project with immigrant Latinas used a fotonovela and improved depression knowledge and treatment-seeking efficacy while reducing treatment stigma.
“A CHW-led project on depression with an immigrant Latina population created a fotonovela, a small illustrated storybook, which resulted in improved depression knowledge and efficacy to seek treatment alongside decreased stigma toward depression treatment.24”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [24] Hernandez MY Organista KC Entertainment-education? A fotonovela? A new strategy to improve depression literacy and help-seeking behaviors in at-risk immigrant Latinas Am J Community Psychol 2013 52 224 235 23907442 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataGrey literature provides little detail on mental health care delivery but reveals growing CHW workforce focus on mental health.
“The grey literature lacks detail on mental health care delivery, but it gives us insight on this developing focus within the CHW workforce.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe articles described 23 distinct programs.
“Among these articles, 23 different programs were outlined and are described in Tables 1 and 2.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataFive content areas were found in 55 articles and synthesized by theme.
“Content in these 5 areas was identified in 55 of the articles and synthesized thematically for this review.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningTelehealth can aid task sharing by supporting care delivery through a remote team member and by educating providers.
“Telehealth can assist sharing of tasks both through supporting care delivery with the help of a remote team member and through provider education.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMany CHW articles in this review were grey literature (7 of 14) and addressed less severe, common concerns like stress and substance abuse.
“Many of the CHW articles in this review came from the grey literature (ie, 7 of 14 on CHWs) and focused on less severe, more common mental health concerns such as stress management and substance abuse.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationCollaborative care effectiveness studies have included rural populations, and some focused mainly on rural populations.
“Effectiveness studies of collaborative care have included rural populations10 and some have primarily focused on rural populations.33,34”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [10] Unutzer J Katon W Callahan CM Collaborative care management of late-life depression in the primary care setting: a randomized controlled trial JAMA 2002 288 2836 2845 12472325 source
Not checked in the free run.
- cites [33] Fortney JC Pyne JM Edlund MJ A randomized trial of telemedicine-based collaborative care for depression J Gen Intern Med 2007 22 1086 1093 17492326 PMC2305730 source
Not checked in the free run.
- cites [34] Fortney JC Pyne JM Mouden SB Practice-based versus telemedicine-based collaborative care for depression in rural federally qualified health centers: a pragmatic randomized comparative effectiveness trial Am J Psychiatry 2013 170 414 425 23429924 PMC3816374 source
Not checked in the free run.
May combine two claims.
FindingcitationSetting boundaries and preventing burnout were major challenges in that study.
“Setting boundaries and avoiding burnout were also substantial challenges.62”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Kaufman AV Scogin FR Burgio LD Morthland MP Ford BK Providing mental health services to older people living in rural communities J Gerontol Soc Work 2007 48 349 365 17210537 source
Not checked in the free run.
May combine two claims.
FindingcitationTask sharing may bring challenges involving professional boundaries, confidentiality, burnout, and staff turnover.
“Task sharing may involve challenges related to professional boundaries, confidentiality, burnout, and staff turnover.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationSuch consultations help providers treat patients locally and create a community of practice that enhances learning and reduces isolation.
“Consults help providers treat patients in their communities but also offer a community of practice among providers to enhance learning and reduce feelings of isolation.39”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [39] Scott JD Unruh KT Catlin MC Project ECHO: a model for complex, chronic care in the Pacific Northwest region of the United States J Telemed Telecare 2012 18 481 484 23209269 PMC3647034 source
Not checked in the free run.
May combine two claims.
FindingcitationTeleconference training can standardize content for larger groups across distances, but provider time limits hinder completion.
“Teleconference trainings can standardize the course to a larger group across large distances, but provider time constraints are a barrier to completing such trainings.51”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [51] Hills DJ Robinson T Kelly B Heathcote S Outcomes from the trial implementation of a multidisciplinary online learning program in rural mental health emergency care Educ Health (Abingdon) 2010 23 351 20589605 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationOne study found potential low-grade turf wars between clinic medical assistants and CHWs.
“One study highlighted potential low-grade “turf wars” that surfaced between medical assistants at the clinic and CHWs.30”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] Waitzkin H Getrich C Heying S Promotoras as mental health practitioners in primary care: a multi-method study of an intervention to address contextual sources of depression J Community Health 2011 36 316 331 20882400 PMC3051073 source
Not checked in the free run.
May combine two claims.
FindingcitationTelemedicine can support task sharing through didactic provider education, though distance education has drawbacks.
“Telemedicine, defined as communications networks used to deliver health care services or medical education across geographic areas,50 can also support task sharing through didactic education for providers though such support must consider drawbacks of distance education.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [50] Sood S Mbarika V Jugoo S What is telemedicine? A collection of 104 peer-reviewed perspectives and theoretical underpinnings Telemed J E Health 2007 13 573 590 17999619 source
Not checked in the free run.
May combine two claims.
FindingcitationAgencies in that study reported severe understaffing, and staff had high caseloads with little extra time.
“Agencies reported being severely understaffed, and staff had high caseloads with little additional time for these activities.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Kaufman AV Scogin FR Burgio LD Morthland MP Ford BK Providing mental health services to older people living in rural communities J Gerontol Soc Work 2007 48 349 365 17210537 source
Not checked in the free run.
May combine two claims.
FindingcitationSmall rural clinics can make confidential discussion space hard to find, as can home visits where providers meet family or friends.
“Small rural clinics can present challenges to finding confidential space for discussions,45 as can home visits where providers may encounter family or friends.62”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [45] Gibson K O’Donnell S Coulson H Kakepetum-Schultz T Mental health professionals’ perspectives of telemental health with remote and rural First Nations communities J Telemed Telecare 2011 17 263 267 21824967 source
Not checked in the free run.
- cites [62] Kaufman AV Scogin FR Burgio LD Morthland MP Ford BK Providing mental health services to older people living in rural communities J Gerontol Soc Work 2007 48 349 365 17210537 source
Not checked in the free run.
May combine two claims.
FindingcitationA New Zealand multidisciplinary rural telepsychiatry program spanning primary care and home visits addressed mental health needs and lowered primary care provider burnout.
“This approach helped address mental health needs and reduced burnout among primary care providers.44”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Mahmood T Romans S Forbes L The future of specialist psychiatric services in rural New Zealand N Z Med J 2001 114 294 296 11480514
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationSome providers prefer personal experience, colleagues, meetings, and presentations over formal didactic training, and some prefer face-to-face workshops to telehealth.
“Some providers prefer personal experience, colleagues, meetings, and presentations to learn new skills over formal didactic training,53 and some prioritize face-to-face workshops over telehealth delivery.54”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [53] Jameson JP Farmer MS Head KJ Fortney J Teal CR VA community mental health service providers’ utilization of and attitudes toward telemental health care: the gatekeeper’s perspective J Rural Health 2011 27 4 425 432 21967387 source
Not checked in the free run.
- cites [54] Bulbrook KM Carey TA Lenthall S Byers L Behan KP Treating mental health in remote communities: what do remote health practitioners need? Rural Remote Health 2012 12 4 2346 23140573
Not checked in the free run.
May combine two claims.
Findingnone givenTelevideo-delivered care is generally well accepted and produces outcomes equivalent to in-person care.
“While delivering care via televideo conferencing is generally well accepted and offers equivalent outcomes to in-person care, additional considerations arose within the review.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationSome people may prefer long-distance care, including children with developmental disabilities and some First Nations community members who preferred an outside person.
“Some individuals may prefer long-distance care such as children with developmental disabilities36 and some individuals in a First Nations community who preferred to talk to someone from outside the community.45”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [36] Szeftel R Mandelbaum S Sulman-Smith H Telepsychiatry for children with developmental disabilities: applications for patient care and medical education Child Adolesc Psychiatr Clin N Am 2011 20 95 111 21092915 source
Not checked in the free run.
- cites [45] Gibson K O’Donnell S Coulson H Kakepetum-Schultz T Mental health professionals’ perspectives of telemental health with remote and rural First Nations communities J Telemed Telecare 2011 17 263 267 21824967 source
Not checked in the free run.
May combine two claims.
FindingcitationOther task-sharing challenges include turf issues and difficulties working across large distances and diverse communities.
“Additional challenges related to task sharing include turf issues or challenges working across vast geographic distances and diverse communities.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationCHW turnover affects the sustainability of these care models and is understudied.
“Staff turnover of CHWs impacts sustainability of these models of care and remains understudied.65”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [65] Nkonki L Cliff J Sanders D Lay health worker attrition: important but often ignored Bull World Health Organ 2011 89 919 923 22271950 PMC3260896 source
Not checked in the free run.
May combine two claims.
FindingreasoningLow-income countries have emphasized community health workers in community settings, whereas middle-income countries have successfully adopted collaborative care in primary care.
“Overall, low income countries have focused more on utilizing CHWs in the community while middle income countries have successfully implemented collaborative care in primary care.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationRural counties account for two-thirds of US counties and roughly one-fifth of the population, yet under 10% of mental health workforce practices are located there.
“Rural counties make up two-thirds of all counties and about 20% of the US population,1 but fewer than 10% of the mental health workforce practices are in these settings.2”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [1] U.S. Census Bureau Frequently asked questions Accessed August 25, 2015 Available from https://ask.census.gov
Not checked in the free run.
- cites [2] Ellis AR Konrad TR Thomas KC Morrissey JP County-level estimates of mental health professional supply in the United States Psychiatr Serv 2009 60 1315 1322 19797370 source
Not checked in the free run.
May combine two claims.
Study design and conductreasoningBecause many studies were descriptive, the authors did not assess study quality and could not synthesize outcomes.
“As many studies were descriptive in nature, the quality of the studies was not evaluated by the authors and synthesis of study outcomes was not feasible for this review.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrior systematic reviews have found support for collaborative care in treating depression and anxiety.
“Previous reviews have supported collaborative care for depression and anxiety,32,73”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [32] Archer J Bower P Gilbody S Collaborative care for depression and anxiety problems Cochrane Database Syst Rev 2012 10 Cd006525 PMC11627142 23076925
Not checked in the free run.
- cites [73] Coventry PA Hudson JL Kontopantelis E Characteristics of effective collaborative care for treatment of depression: a systematic review and meta-regression of 74 randomised controlled trials PLoS One 2014 9 e108114 25264616 PMC4180075 source
Not checked in the free run.
May combine two claims.
InterpretationcitationTelepsychiatry interventions are promising in rural K-12 schools and rural universities.
“Telepsychiatry interventions hold promise in both rural K – 12 schools41,42 and rural universities.42,43”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [41] Knopf A School-based telehealth brings psychiatry to rural Georgia Behav Healthc 2013 33 47 48 23479847
Not checked in the free run.
- cites [42] Saeed SA Diamond J Bloch RM Use of telepsychiatry to improve care for people with mental illness in rural North Carolina N C Med J 2011 72 219 222 21901921
Not checked in the free run.
- cites [43] Khasanshina EV Wolfe WL Emerson EN Stachura ME Counseling center-based tele-mental health for students at a rural university Telemed J E Health 2008 14 35 41 18328023 source
Not checked in the free run.
May combine two claims.
InterpretationcitationNon-specialist providers especially need training, but mental health specialists also need training to work effectively in shared-care teams.
“Training is especially needed for providers who are not mental health specialists (eg, emergency department staff, CHWs),29,51 but even mental health specialists need training to be effective team members when sharing mental health care tasks with other providers.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [29] BHA Behavioral Health Aide Program 2013 3 Anchorage, AK Alaska Native Tribal Health Consortium
Not checked in the free run.
- cites [51] Hills DJ Robinson T Kelly B Heathcote S Outcomes from the trial implementation of a multidisciplinary online learning program in rural mental health emergency care Educ Health (Abingdon) 2010 23 351 20589605 source
Not checked in the free run.
May combine two claims.
InterpretationcitationAn on-site clinical navigator may help personalize televideo care, guide patients through encounters, and prevent undue emotional escalation.
“an on-site clinical navigator may help make the experience more personal,47 help patients navigate clinical encounters,48 and safeguard against undue emotional escalations.49”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [47] Swinton JJ Robinson WD Bischoff RJ Telehealth and rural depression: physician and patient perspectives Fam Syst Health 2009 27 172 182 19630458 source
Not checked in the free run.
- cites [48] Pruthi S Stange KJ Malagrino GD Jr Chawla KS LaRusso NF Kaur JS Successful implementation of a telemedicine-based counseling program for high-risk patients with breast cancer Mayo Clin Proc 2013 88 68 73 23274020 source
Not checked in the free run.
- cites [49] Morland LA Greene CJ Rosen C Mauldin PD Frueh BC Issues in the design of a randomized noninferiority clinical trial of telemental health psychotherapy for rural combat veterans with PTSD Contemp Clin Trials 2009 30 513 522 19576299 source
Not checked in the free run.
May combine two claims.
InterpretationcitationPartnership approaches shift power dynamics, which may matter especially for Indigenous communities with colonization histories.
“This partnership approach creates a shift in the power dynamic that may be particularly important for indigenous communities that have faced a history of colonization.58”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58] Allan J Campbell M Improving access to hard-to-reach services: a soft entry approach to drug and alcohol services for rural Australian Aboriginal communities Soc Work Health Care 2011 50 443 465 21774586 source
Not checked in the free run.
May combine two claims.
Study design and conductreasoningThe review's search was restricted to PubMed and excluded PsychInfo, CINHAL, and Google Scholar.
“One limitation of the review was its focus on the PubMed database. The authors did not include PsychInfo, CINHAL, and Google Scholar in the search.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningTask sharing is highly relevant and promising for improving access to and meeting mental health care needs in rural and otherwise underserved US communities.
“The concept of task sharing is highly relevant for improving access to mental health care in rural and otherwise underserved communities in the US”
- Also stated in: § Conclusion · boosted
“There is great promise for task sharing to meet mental health needs in rural and other low resources areas in the US.”
Quote in the paperSubstantial claim- Also stated in: § Conclusion · boosted
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe review's search end date was August 31, 2013.
“Another limitation is the end date for the review of August 31, 2013.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Rural areas in the US can be considered low-resource settings, and findings from this review will generalize to other low-resource US settings.
“We view rural areas in the US as a low resource setting and feel findings from this review will generalize to other low resource settings in the US.”
The paper relies on this without support.
Many rural and low-resource primary care settings in the US possess the financial resources to implement collaborative care, telemental health, and community health worker programs.
“In comparison with areas where task sharing is occurring globally, many rural and low resource primary care settings in the US have financial resources to implement collaborative care, telemental health, and programs involving CHWs.”
The paper relies on this without support.
There will never be a sufficient number of specialists, particularly in geriatric and child and adolescent psychiatry.
“as there will never be enough specialists, especially in areas such as geriatric or child and adolescent psychiatry.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Training non-specialist mental health workers to deliver packages of mental health care under the supervision of mental health specialists in a collaborative, stepped-care, task sharing approach is an effective approach.
“An effective approach is training non-specialist mental health workers to deliver packages of mental health care under the supervision of mental health specialists in a collaborative, stepped-care, task sharing approach [36].”
From Integrating mental health into primary care: evaluation of the Health Action for Psychiatric Problems In Nigeria including Epilepsy and SubstanceS (HAPPINESS) pilot project (2022) · cites this paper as [36]
The Results sections on education and specialist support describe training non-specialists, supervision, and effectiveness studies of collaborative care. But the stepped-care example is explicitly described as not focused on collaborative care, and the Discussion says evidence on community health workers in mental health care is sparse. The review therefore supports elements of the approach, not an unqualified effectiveness claim for the combined model. (LLM, conf=0.84)
Experimental — accuracy not yet measuredIntegrating mental health services into primary care and shifting provision of evidence-based psychosocial treatments to non-specialist health workers has emerged as a highly promising approach.
“Integrating mental health services into primary care and shifting the provision of evidence-based psychosocial treatments to non-specialist health workers such as community health workers, lay persons, and other frontline health workers has emerged as a highly promising approach.5,6”
From Digital Technology for Building Capacity of Nonspecialist Health Workers for Task Sharing and Scaling Up Mental Health Care Globally (2019) · cites this paper as [5]
The examples add to growing evidence that non-specialist health workers can effectively provide many evidence-based mental health treatments in diverse global settings.
“The examples described in this perspectives article contribute to mounting evidence demonstrating that non-specialist health workers can effectively deliver a wide range of evidence-base mental health treatments across diverse settings globally.5,10”
From Digital Technology for Building Capacity of Nonspecialist Health Workers for Task Sharing and Scaling Up Mental Health Care Globally (2019) · cites this paper as [5]
The use of information and communications technology allows mental health specialists to remotely assist primary care teams in underserved locations.
“Although the uneven distribution of specialized mental health services may preclude adoption of these models in rural primary care practices, the use of information and communications technology (ICT) allows mental health specialists to remotely assist primary care teams in underserved locations [15].”
From A remote collaborative care program for patients with depression living in rural areas: open-label trial (2018) · cites this paper as [15]
Cites
Unützer, J., Katon, W., Callahan, C. M., Williams, Jr., Hunkeler, E., Harpole, L., Hoffing, M., Della Penna, R. D., Noël, P. H., Lin, E. H. B., et al. (2002) · JAMA · doi:10.1001/jama.288.22.2836 · Cited by 2,405 · see citing works
Self-citationThe de Facto US Mental and Addictive Disorders Service System
Regier, D. A. (1993) · Archives of General Psychiatry · doi:10.1001/archpsyc.1993.01820140007001 · Cited by 1,988 · see citing works
Collaborative care for depression and anxiety problems
Archer, J., Bower, P., Gilbody, S., Lovell, K., Richards, D., Gask, L., Dickens, C., & Coventry, P. (2012) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006525.pub2 · Cited by 1,126 · see citing works
Rahman, A., Malik, A., Sikander, S., Roberts, C., & Creed, F. (2008) · The Lancet · doi:10.1016/s0140-6736(08)61400-2 · Cited by 993 · see citing works
Scale up services for mental disorders: a call for action
(2007) · The Lancet · doi:10.1016/s0140-6736(07)61242-2 · Cited by 835 · see citing works
Patel, V., Weiss, H. A., Chowdhary, N., Naik, S., Pednekar, S., Chatterjee, S., De Silva, M. J., Bhat, B., Araya, R., King, M., et al. (2010) · The Lancet · doi:10.1016/s0140-6736(10)61508-5 · Cited by 752 · see citing works
Self-citationClark, D. M. (2011) · International Review of Psychiatry · doi:10.3109/09540261.2011.606803 · Cited by 699 · see citing works
Group Interpersonal Psychotherapy for Depression in Rural Uganda: A Randomized Controlled Trial
Bolton, P., Bass, J., Neugebauer, R., Verdeli, H., Clougherty, K. F., Wickramaratne, P., Speelman, L., Ndogoni, L., & Weissman, M. (2003) · JAMA · doi:10.1001/jama.289.23.3117 · Cited by 655 · see citing works
What Is Telemedicine? A Collection of 104 Peer-Reviewed Perspectives and Theoretical Underpinnings
Sood, S., Mbarika, V., Jugoo, S., Dookhy, R., Doarn, C. R., Prakash, N., & Merrell, R. C. (2007) · Telemedicine and e-Health · doi:10.1089/tmj.2006.0073 · Cited by 627 · see citing works
County-level estimates of mental health professional shortage in the United States.
Thomas, K., Ellis, A. R., Konrad, T., Holzer, C., & Morrissey, J. (2009) · Psychiatric Services · doi:10.1176/ps.2009.60.10.1323 · Cited by 589 · see citing works
PROUDFOOT, J., GOLDBERG, D., MANN, A., EVERITT, B., MARKS, I., & GRAY, J. A. (2003) · Psychological Medicine · doi:10.1017/s0033291702007225 · Cited by 389 · see citing works
Enhancing recovery rates: Lessons from year one of IAPT
Gyani, A., Shafran, R., Layard, R., & Clark, D. M. (2013) · Behaviour Research and Therapy · doi:10.1016/j.brat.2013.06.004 · Cited by 347 · see citing works
A randomized trial of telemedicine-based collaborative care for depression
Fortney, J. C., Pyne, J. M., Edlund, M. J., Williams, D. K., Robinson, D. E., Mittal, D., & Henderson, K. L. (2007) · Journal of General Internal Medicine · doi:10.1007/s11606-007-0201-9 · Cited by 315 · see citing works
Self-citationFortney, J. C., Pyne, J. M., Mouden, S. B., Mittal, D., Hudson, T. J., Schroeder, G. W., Williams, D. K., Bynum, C. A., Mattox, R., & Rost, K. M. (2013) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2012.12050696 · Cited by 296 · see citing works
Self-citationPreliminary Evaluation of PTSD Coach, a Smartphone App for Post-Traumatic Stress Symptoms
Kuhn, E. R., Greene, C. A., Hoffman, J. E., Nguyen, T., Wald, L., Schmidt, J. A., Ramsey, K. M., & Ruzek, J. I. (2014) · Military Medicine · doi:10.7205/milmed-d-13-00271 · Cited by 288 · see citing works
Padmanathan, P., & De Silva, M. J. (2013) · Social Science & Medicine · doi:10.1016/j.socscimed.2013.08.004 · Cited by 278 · see citing works
Collaborative care for depression and anxiety problems
Young, C. F., & Skorga, P. (2013) · International Journal of Evidence-Based Healthcare · doi:10.1111/1744-1609.12043 · Cited by 222 · see citing works
Coventry, P. A., Hudson, J. L., Kontopantelis, E., Archer, J., Richards, D. A., Gilbody, S., Lovell, K., Dickens, C., Gask, L., Waheed, W., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0108114 · Cited by 221 · see citing works
Bass, J., Neugebauer, R., Clougherty, K. F., Verdeli, H., Wickramaratne, P., Ndogoni, L., Speelman, L., Weissman, M., & Bolton, P. (2006) · British Journal of Psychiatry · doi:10.1192/bjp.188.6.567 · Cited by 214 · see citing works
Global Mental Health: From Science to Action
Patel, V. (2012) · Harvard Review of Psychiatry · doi:10.3109/10673229.2012.649108 · Cited by 183 · see citing works
Self-citationEconomic evaluation of a task-shifting intervention for common mental disorders in India
Buttorff, C., Hock, R., Weiss, H., Naik, S., Araya, R., Kirkwood, B., Chisholm, D., & Patel, V. (2012) · Bulletin of the World Health Organization · doi:10.2471/blt.12.104133 · Cited by 175 · see citing works
Self-citationBenavides-Vaello, S., Strode, A., & Sheeran, B. C. (2013) · The Journal of Behavioral Health Services & Research · doi:10.1007/s11414-012-9299-6 · Cited by 165 · see citing works
Williams, A. D., & Andrews, G. (2013) · PLoS ONE · doi:10.1371/journal.pone.0057447 · Cited by 149 · see citing works
An experimental comparison of three types of case management for homeless mentally ill persons
(1997) · Psychiatric Services · doi:10.1176/ps.48.4.497 · Cited by 147 · see citing works
Petersen, I., Ssebunnya, J., Bhana, A., Baillie, K., & MhaPP Research Programme Consortium (2011) · International Journal of Mental Health Systems · doi:10.1186/1752-4458-5-8 · Cited by 125 · see citing works
De Facto Mental Health Services in the Rural South
Fox, J., Merwin, E., & Blank, M. B. (1995) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.2010.0003 · Cited by 124 · see citing works
Reger, G. M., Hoffman, J. E., Riggs, D. S., ROTHBAUM, B. O., Ruzek, J. I., Holloway, K. M., & Kuhn, E. R. (2013) · Psychological Services · doi:10.1037/a0032774 · Cited by 117 · see citing works
(1997) · American Journal of Psychiatry · doi:10.1176/ajp.154.3.341 · Cited by 115 · see citing works
County-Level Estimates of Mental Health Professional Supply in the United States
Ellis, A. R., Konrad, T. R., Thomas, K. C., & Morrissey, J. P. (2009) · Psychiatric Services · doi:10.1176/ps.2009.60.10.1315 · Cited by 114 · see citing works
Lay worker attrition: important but often ignored
Nkonki, L., Cliff, J., & Sanders, D. (2011) · Bulletin of the World Health Organization · doi:10.2471/blt.11.087825 · Cited by 103 · see citing works
Waitzkin, H., Getrich, C., Heying, S., Rodríguez, L., Parmar, A., Willging, C., Yager, J., & Santos, R. (2011) · Journal of Community Health · doi:10.1007/s10900-010-9313-y · Cited by 98 · see citing works
Hilt, R. J., Romaire, M. A., McDonell, M. G., Sears, J. M., Krupski, A., Thompson, J. N., Myers, J., & Trupin, E. W. (2012) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/2013.jamapediatrics.47 · Cited by 92 · see citing works
Project ECHO: a model for complex, chronic care in the Pacific Northwest region of the United States
Scott, J. D., Unruh, K. T., Catlin, M. C., Merrill, J. O., Tauben, D. J., Rosenblatt, R., Buchwald, D., Doorenbos, A., Towle, C., Ramers, C. B., et al. (2012) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2012.gth113 · Cited by 85 · see citing works
Hernandez, M. Y., & Organista, K. C. (2013) · American Journal of Community Psychology · doi:10.1007/s10464-013-9587-1 · Cited by 84 · see citing works
Scaling up services for mental and neurological disorders in low-resource settings
Patel, V., Goel, D. S., & Desai, R. (2009) · International Health · doi:10.1016/j.inhe.2009.02.002 · Cited by 74 · see citing works
Self-citationConversations on telemental health: listening to remote and rural First Nations communities
Gibson, K. L., Coulson, H., Miles, R., Kakekakekung, C., Daniels, E., & O’Donnell, S. (2011) · Rural and Remote Health · doi:10.22605/rrh1656 · Cited by 67 · see citing works
Telehealth and rural depression: Physician and patient perspectives.
Swinton, J. J., Robinson, W. D., & Bischoff, R. J. (2009) · Families, Systems, & Health · doi:10.1037/a0016014 · Cited by 62 · see citing works
Gibson, K., O'Donnell, S., Coulson, H., & Kakepetum-Schultz, T. (2011) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2011.101011 · Cited by 62 · see citing works
Jameson, J. P., Farmer, M. S., Head, K. J., Fortney, J., & Teal, C. R. (2011) · The Journal of Rural Health · doi:10.1111/j.1748-0361.2011.00364.x · Cited by 53 · see citing works
Self-citationGarcia, C. M., Hermann, D., Bartels, A., Matamoros, P., Dick-Olson, L., & de Patino, J. G. (2011) · Health Promotion Practice · doi:10.1177/1524839911404224 · Cited by 52 · see citing works
Pruthi, S., Stange, K. J., Malagrino, G. D., Chawla, K. S., LaRusso, N. F., & Kaur, J. S. (2013) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2012.10.015 · Cited by 48 · see citing works
Morland, L. A., Greene, C. J., Rosen, C., Mauldin, P. D., & Frueh, B. C. (2009) · Contemporary Clinical Trials · doi:10.1016/j.cct.2009.06.006 · Cited by 47 · see citing works
Sullivan, S. D., Pyne, J. M., Cheney, A. M., Hunt, J. B., Haynes, T. F., & Sullivan, G. (2013) · Journal of Religion and Health · doi:10.1007/s10943-013-9731-0 · Cited by 45 · see citing works
Embodied Work: Insider Perspectives on the Work of HIV/AIDS Peer Counselors
Hilfinger Messias, D. K., Moneyham, L., Vyavaharkar, M., Murdaugh, C., & Phillips, K. D. (2009) · Health Care for Women International · doi:10.1080/07399330902928766 · Cited by 42 · see citing works
Roman, L. A., Lindsay, J. K., Moore, J. S., Duthie, P., Peck, C., Barton, L. R., Gebben, M. R., & Baer, L. J. (2007) · Public Health Nursing · doi:10.1111/j.1525-1446.2007.00630.x · Cited by 42 · see citing works
Use of Telepsychiatry to Improve Care for People With Mental Illness in Rural North Carolina
Saeed, S. A., Diamond, J., & Bloch, R. M. (2011) · North Carolina Medical Journal · doi:10.18043/ncm.72.3.219 · Cited by 41 · see citing works
Chung‐Do, J. J., Helm, S., Fukuda, M. H., Alicata, D., Nishimura, S. T., & Else, I. R. N. (2012) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2011.0107 · Cited by 38 · see citing works
A Peer-Based Substance Abuse Intervention for HIV+ Rural Women: A Pilot Study
Boyd, M. R., Moneyham, L., Murdaugh, C., Phillips, K. D., Tavakoli, A., Jackwon, K., Jackson, N., & Vyavaharkar, M. (2005) · Archives of Psychiatric Nursing · doi:10.1016/j.apnu.2004.11.002 · Cited by 38 · see citing works
Rural professionals’ perceptions of interprofessional continuing education in mental health
Church, E., Heath, O. J., Curran, V. R., Bethune, C., Callanan, T. S., & Cornish, P. A. (2010) · Health & Social Care in the Community · doi:10.1111/j.1365-2524.2010.00938.x · Cited by 32 · see citing works
Tran, A. N., Ornelas, I. J., Perez, G., Green, M. A., Lyn, M., & Corbie-Smith, G. (2014) · Journal of Immigrant and Minority Health · doi:10.1007/s10903-012-9735-y · Cited by 32 · see citing works
Szeftel, R., Mandelbaum, S., Sulman-Smith, H., Naqvi, S., Lawrence, L., Szeftel, Z., Coleman, S., & Gross, L. (2011) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2010.08.011 · Cited by 31 · see citing works
Far West Area Health Service Mental Health Integration Project: Model for rural Australia?
Perkins, D. A., Roberts, R., Sanders, T., & Rosen, A. (2006) · Australian Journal of Rural Health · doi:10.1111/j.1440-1584.2006.00777.x · Cited by 29 · see citing works
Mental Health and Substance Abuse Services Among Rural Minorities
Gamm, L. D. (2004) · The Journal of Rural Health · doi:10.1111/j.1748-0361.2004.tb00030.x · Cited by 27 · cited 1× · see citing works
“Challenges related to licensing, scopes of practice, and reimbursement for services can arise across these diverse contexts.(69,70) Several states in the United States have yet to resolve licensing and credentialing issues so that clinicians can be reimbursed for consultation across state lines.”
Tschirch, P., Walker, G., & Calvacca, L. T. (2006) · Journal of Psychosocial Nursing and Mental Health Services · doi:10.3928/02793695-20060501-05 · Cited by 25 · see citing works
Counseling Center-Based Tele-Mental Health for Students at a Rural University
Khasanshina, E. V., Wolfe, W. L., Emerson, E. N., & Stachura, M. E. (2008) · Telemedicine and e-Health · doi:10.1089/tmj.2006.0038 · Cited by 25 · see citing works
Allan, J., & Campbell, M. (2011) · Social Work in Health Care · doi:10.1080/00981389.2011.581745 · Cited by 24 · see citing works
VA Puget Sound Telemental Health Service to rural veterans: A growing program.
Smucker Barnwell, S. V., Juretic, M. A., Hoerster, K. D., Van de Plasch, R., & Felker, B. L. (2012) · Psychological Services · doi:10.1037/a0025999 · Cited by 20 · see citing works
Telepsychiatry improves paediatric behavioural health care in rural communities
Sulzbacher, S. I., Vallin, T., & Waetzig, E. (2006) · Journal of Telemedicine and Telecare · doi:10.1258/135763306778558123 · Cited by 20 · see citing works
The road much less travelled: treating rural and isolated clients
Rainer, J. P. (2010) · Journal of Clinical Psychology · doi:10.1002/jclp.20680 · Cited by 17 · see citing works
Telemedicine Eyed for Mental Health Services
(2003) · JAMA · doi:10.1001/jama.290.14.1842 · Cited by 16 · see citing works
Hills, D., Robinson, T., Kelly, B., & Heathcote, S. (2010) · Education for Health · doi:10.4103/1357-6283.101503 · Cited by 15 · see citing works
Providing Mental Health Services to Older People Living in Rural Communities
Kaufman, A. V., Scogin, F. R., Burgio, L. D., Morthland, M. P., & Ford, B. K. (2006) · Journal of Gerontological Social Work · doi:10.1300/j083v48n03_05 · Cited by 14 · cited 3× · see citing works
“Setting boundaries and avoiding burnout were also substantial challenges.(62) In a study with HIV peer counselors, counselors struggled with setting boundaries when working with clients,(63) in particular in a substance abuse intervention component of this project.”
InfluentialUlzen, T., Williamson, L., Foster, P. P., & Parris-Barnes, K. (2013) · Community Mental Health Journal · doi:10.1007/s10597-012-9493-2 · Cited by 13 · see citing works
The Development of an ‘Indigenous Team’ in a Mainstream Mental Health Service in South Australia
Fielke, K., Cord-Udy, N., Buckskin, J., & Lattanzio, A. (2009) · Australasian Psychiatry · doi:10.1080/10398560902950510 · Cited by 13 · see citing works
Aboriginal Child and Adolescent Mental Health: A Rural Worker Training Model
Bartik, W. J., Dixon, A., & Dart, K. (2007) · Australasian Psychiatry · doi:10.1080/10398560701196745 · Cited by 10 · see citing works
Samy, D. C., Hall, P., Rounsevell, J., & Carr, R. A. (2007) · Australian Journal of Rural Health · doi:10.1111/j.1440-1584.2007.00847.x · Cited by 9 · see citing works
A Model of Supervision in Mental Health for General Practitioners
Hodgins, G. A., Judd, F. K., Kyrios, M., Murray, G., Cope, A., & Sasse, C. (2005) · Australasian Psychiatry · doi:10.1111/j.1440-1665.2005.02186.x · Cited by 8 · see citing works
Treating mental health in remote communities: what do remote health practitioners need?
bulbrook, K., Carey, T. A., Lenthall, S., Byers, L., & Behan, K. (2012) · Rural and Remote Health · doi:10.22605/rrh2346 · Cited by 4 · see citing works
School-based telehealth brings psychiatry to rural Georgia.
Knopf, A. (2013) · PubMed · Cited by 4 · see citing works
The future of specialist psychiatric services in rural New Zealand.
Mahmood, T., Romans, S. E., & Forbes, L. (2001) · PubMed · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 8
- WHO, 2008, Task Shifting: Global Recommendations and Guidelines
- WHO, 2007, The Optimal Mix of Services for Mental Health
- 2011, Community Health Workers Evidence‐Based Models Toolbox
- Hardeman R., 2012, Community Health Workers in the Midwest: Understanding and Developing the Workforce
- Viswanathan M, 2009, Outcomes of Community Health Worker Interventions
- Garcia B, 2006, Sisters of Color United for Education Newsletter, 1
- Rhett‐Mariscal W, 2008, Promotores in Mental Health in California and the Prevention and Early Intervention Component of the MHSA
- 2013, BHA ‐ Behavioral Health Aide Program
Cited by
Sorted by citations
The Lancet Commission on global mental health and sustainable development
Patel, V., Saxena, S., Lund, C., Thornicroft, G., Baingana, F., Bolton, P., Chisholm, D., Collins, P. Y., Cooper, J. L., Eaton, J., et al. (2018) · The Lancet · doi:10.1016/s0140-6736(18)31612-x · Cited by 3,692 · see citing works
Self-citationFirth, J., Siddiqi, N., Koyanagi, A., Siskind, D., Rosenbaum, S., Galletly, C., Allan, S., Caneo, C., Carney, R., Carvalho, A. F., et al. (2019) · The Lancet Psychiatry · doi:10.1016/s2215-0366(19)30132-4 · Cited by 1,531 · see citing works
Scott, K., Beckham, S. W., Gross, M., Pariyo, G., Rao, K. D., Cometto, G., & Perry, H. B. (2018) · Human Resources for Health · doi:10.1186/s12960-018-0304-x · Cited by 732 · see citing works
Moitra, M., Santomauro, D., Collins, P. Y., Vos, T., Whiteford, H., Saxena, S., & Ferrari, A. J. (2022) · PLOS Medicine · doi:10.1371/journal.pmed.1003901 · Cited by 355 · see citing works
Le, P. D., Eschliman, E. L., Grivel, M. M., Tang, J., Cho, Y. G., Yang, X., Tay, C., Li, T., Bass, J., & Yang, L. H. (2022) · Implementation Science · doi:10.1186/s13012-021-01179-z · Cited by 233 · see citing works
“, rural areas in highincome countries, [20]), specific mental health conditions (e.”
BackgroundTransforming mental health systems globally: principles and policy recommendations
Patel, V., Saxena, S., Lund, C., Kohrt, B., Kieling, C., Sunkel, C., Kola, L., Chang, O., Charlson, F., O’Neill, K., et al. (2023) · The Lancet · doi:10.1016/s0140-6736(23)00918-2 · Cited by 209 · see citing works
Self-citationNaslund, J. A., Shidhaye, R., & Patel, V. (2019) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000217 · Cited by 159 · see citing works
Self-citationPsychological interventions during COVID-19: Challenges for low and middle income countries
Sousa, A. D., Mohandas, E., & Javed, A. (2020) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2020.102128 · Cited by 146 · see citing works
Hartog, K., Hubbard, C. D., Krouwer, A. F., Thornicroft, G., Kohrt, B. A., & Jordans, M. J. D. (2020) · Social Science & Medicine · doi:10.1016/j.socscimed.2019.112749 · Cited by 135 · see citing works
Singla, D. R., Lawson, A., Kohrt, B. A., Jung, J. W., Meng, Z., Ratjen, C., Zahedi, N., Dennis, C., & Patel, V. (2021) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2020.4556 · Cited by 136 · see citing works
Self-citationThe Lancet Psychiatry Commission: transforming mental health implementation research
McGinty, E. E., Alegria, M. M., Beidas, R. S., Braithwaite, J., Kola, L., LESLIE, D. L., Moise, N., Mueller, B., Pincus, H. A., Shidhaye, R. R., et al. (2024) · The Lancet Psychiatry · doi:10.1016/s2215-0366(24)00040-3 · Cited by 127 · see citing works
Dennis, C.-L., Grigoriadis, S., Zupancic, J., Kiss, A., & Ravitz, P. (2020) · The British Journal of Psychiatry · doi:10.1192/bjp.2019.275 · Cited by 119 · see citing works
Kruk, M. E., Lewis, T. P., Arsenault, C., Bhutta, Z. A., Irimu, G., Jeong, J., Lassi, Z. S., Sawyer, S. M., Vaivada, T., Waiswa, P., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(21)02532-0 · Cited by 118 · see citing works
O’Keefe, V. M., Cwik, M. F., Haroz, E. E., & Barlow, A. (2019) · Psychological Services · doi:10.1037/ser0000358 · Cited by 105 · see citing works
Muke, S. S., Tugnawat, D. K., Joshi, U., Anand, A., Khan, A., Shrivastava, R., Singh, A., Restivo, J. L., Bhan, A., Patel, V., et al. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17176368 · Cited by 103 · see citing works
Self-citationGlobal Mental Health: Interdisciplinary challenges for a field in motion
Bemme, D., & Kirmayer, L. J. (2020) · Transcultural Psychiatry · doi:10.1177/1363461519898035 · Cited by 103 · see citing works
Digital interventions to promote psychological resilience: a systematic review and meta-analysis
Schäfer, S. K., von Boros, L., Schaubruch, L. M., Kunzler, A. M., Lindner, S., Koehler, F., Werner, T., Zappalà, F., Helmreich, I., Wessa, M., et al. (2024) · npj Digital Medicine · doi:10.1038/s41746-024-01017-8 · Cited by 89 · see citing works
Psychological care in low-resource settings for adolescents
Galagali, P. M., & Brooks, M. J. (2020) · Clinical Child Psychology and Psychiatry · doi:10.1177/1359104520929741 · Cited by 93 · see citing works
Mindfulness for Global Public Health: Critical Analysis and Agenda
Oman, D. (2025) · Mindfulness · doi:10.1007/s12671-023-02089-5 · Cited by 87 · see citing works
Marques, G., Drissi, N., Díez, I. D. L. T., de Abajo, B. S., & Ouhbi, S. (2020) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2020.104369 · Cited by 87 · see citing works
Mistry, S. K., Harris, E., & Harris, M. (2021) · Journal of General Internal Medicine · doi:10.1007/s11606-021-06667-y · Cited by 94 · see citing works
Artificial intelligence for psychotherapy: a review of the current state and future directions
Beg, M. J., Verma, M., M., V. C. K. M., & Verma, M. K. (2025) · Indian Journal of Psychological Medicine · doi:10.1177/02537176241260819 · Cited by 82 · see citing works
Wahid, S. S., Raza, W. A., Mahmud, I., & Kohrt, B. A. (2023) · The Lancet Planetary Health · doi:10.1016/s2542-5196(22)00315-1 · Cited by 83 · see citing works
Strategies for Delivering Mental Health Services in Response to Global Climate Change
Palinkas, L., O’Donnell, M., Lau, W., & Wong, M. (2020) · doi:10.20944/preprints202010.0150.v1 · Cited by 77 · see citing works
Cohen, F., & Yaeger, L. (2021) · Implementation Research and Practice · doi:10.1177/2633489521998790 · Cited by 80 · see citing works
Why we heal: The evolution of psychological healing and implications for global mental health
Kohrt, B. A., Ottman, K. E., Panter‐Brick, C., Konner, M. J., & Patel, V. (2020) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101920 · Cited by 77 · see citing works
Self-citationIntervening for HIV prevention and mental health: a review of global literature
Collins, P. Y., Velloza, J., Concepcion, T. L., Oseso, L. N., Chwastiak, L., Kemp, C. G., Simoni, J. M., & Wagenaar, B. H. (2021) · Journal of the International AIDS Society · doi:10.1002/jia2.25710 · Cited by 68 · see citing works
Myers, B., Petersen-Williams, P., van der Westhuizen, C., Lund, C., Lombard, C., Joska, J. A., Levitt, N. S., Butler, C., Naledi, T., Milligan, P., et al. (2019) · BMJ Open · doi:10.1136/bmjopen-2018-024277 · Cited by 62 · see citing works
Spaaij, J., Kiselev, N., Berger, C., Bryant, R. A., Cuijpers, P. J., de Graaff, A. M., Fuhr, D. C., Hemmo, M., McDaid, D., Moergeli, H., et al. (2022) · European Journal of Psychotraumatology · doi:10.1080/20008198.2021.2002027 · Cited by 71 · see citing works
Breet, E., Matooane, M., Tomlinson, M., & Bantjes, J. (2021) · BMC Public Health · doi:10.1186/s12889-021-11124-w · Cited by 65 · see citing works
Naal, H., Nabulsi, D., Arnaout, N. E., Abdouni, L., Dimassi, H. I., Harb, R., & Saleh, S. S. (2021) · BMC Public Health · doi:10.1186/s12889-021-10266-1 · Cited by 64 · see citing works
Verhey, I. J., Ryan, G. K., Scherer, N., & Magidson, J. F. (2020) · International Journal of Mental Health Systems · doi:10.1186/s13033-020-00372-9 · Cited by 63 · see citing works
Digital Health Solutions for Indigenous Mental Well-Being
Hensel, J. M., Ellard, K., Koltek, M., Wilson, G., & Sareen, J. (2019) · Current Psychiatry Reports · doi:10.1007/s11920-019-1056-6 · Cited by 61 · see citing works
Raviola, G. J., Rose, A. L., Fils-Aimé, J. R., Thérosmé, T., Affricot, E., Valentin, C., Daimyo, S., Coleman, S., Dubuisson, W., Wilson, J. D., et al. (2020) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2019.33 · Cited by 61 · see citing works
Myers, B., Joska, J., Lund, C., Levitt, N., Butler, C., Naledi, T., Milligan, P., Stein, D., & Sorsdahl, K. (2018) · Patient Preference and Adherence · doi:10.2147/ppa.s176356 · Cited by 57 · see citing works
Giebel, C. M., Gabbay, M., Shrestha, N., Ruíz, G. J. S., Reilly, S., White, R. G., Liu, G., Allen, D., & Zuluaga, M. I. (2024) · International Journal for Equity in Health · doi:10.1186/s12939-024-02106-6 · Cited by 60 · see citing works
MYERS, B. J., Lund, C., Lombard, C. J., Joska, J. A., Levitt, N. S., Butler, C., Cleary, S., Naledi, T., Milligan, P. D., Stein, D. J., et al. (2018) · Trials · doi:10.1186/s13063-018-2568-9 · Cited by 59 · see citing works
Perfect storm: emotionally based school avoidance in the post-COVID-19 pandemic context
Lester, K. J., & Michelson, D. (2024) · BMJ Mental Health · doi:10.1136/bmjment-2023-300944 · Cited by 56 · see citing works
Lange, K. W. (2021) · Global Health Journal · doi:10.1016/j.glohj.2021.07.001 · Cited by 59 · see citing works
Crespo-González, C., Dineen‐Griffin, S., Rae, J., & Hill, R. A. (2022) · Research in Social and Administrative Pharmacy · doi:10.1016/j.sapharm.2022.06.006 · Cited by 55 · see citing works
Kennedy, M. A., Hatchell, K. E., DiMilia, P. R., Kelly, S. M., Blunt, H. B., Bagley, P. J., LaMantia, M. A., Reynolds, C. F., Crow, R. S., Maden, T. N., et al. (2021) · Journal of the American Geriatrics Society · doi:10.1111/jgs.17078 · Cited by 53 · see citing works
Rural Residents With Mental Health Needs Have Fewer Care Visits Than Urban Counterparts
Kirby, J. B., Zuvekas, S. H., Borsky, A. E., & Ngo‐Metzger, Q. (2019) · Health Affairs · doi:10.1377/hlthaff.2019.00369 · Cited by 53 · see citing works
Wall, J. T., Kaiser, B. N., Friis-Healy, E. A., Ayuku, D., & Puffer, E. S. (2020) · International Journal of Mental Health Systems · doi:10.1186/s13033-020-00343-0 · Cited by 51 · see citing works
Coales, K., Jennings, H. M., Afaq, S., Arsh, A., Bhatti, M. M., Siddiqui, F., & Siddiqi, N. (2023) · Global Health Action · doi:10.1080/16549716.2023.2228112 · Cited by 50 · see citing works
Deng, D., & Naslund, J. A. (2021) · doi:10.54111/0001/z1 · Cited by 49 · see citing works
Baheretibeb, Y., Wondimagegn, D., & Law, S. (2021) · BJPsych Open · doi:10.1192/bjo.2021.56 · Cited by 48 · see citing works
Sorsdahl, K., Naledi, T., Lund, C., Levitt, N. S., Joska, J. A., Stein, D. J., & Myers, B. (2021) · Journal of Health Services Research & Policy · doi:10.1177/1355819620954232 · Cited by 47 · see citing works
Singla, D. R., Lemberg-Pelly, S., Lawson, A., Zahedi, N., Thomas-Jacques, T., & Dennis, C. (2020) · JMIR Mental Health · doi:10.2196/19271 · Cited by 47 · see citing works
Naslund, J. A., Tugnawat, D. K., Anand, A., Cooper, Z., Dimidjian, S., Fairburn, C. G., Hollon, S. D., Joshi, U., Khan, A., Lu, C., et al. (2021) · Contemporary Clinical Trials · doi:10.1016/j.cct.2021.106267 · Cited by 45 · see citing works
Self-citationMartin, P., Murray, L. K., Darnell, D., & Dorsey, S. (2018) · Clinical Psychology: Science and Practice · doi:10.1111/cpsp.12270 · Cited by 53 · see citing works
Singla, D. R., Ratjen, C., Krishna, R. N., Fuhr, D. C., & Patel, V. (2019) · Behaviour Research and Therapy · doi:10.1016/j.brat.2019.103533 · Cited by 44 · see citing works
Self-citationLasater, M. E., Beebe, M., Gresh, A., Blomberg, K., & Warren, N. (2017) · Journal of Midwifery & Women s Health · doi:10.1111/jmwh.12679 · Cited by 49 · see citing works
Hall, E. M., Shahidullah, J. D., & Lassen, S. R. (2019) · Journal of Perinatology · doi:10.1038/s41372-019-0473-z · Cited by 42 · see citing works
Singla, D. R., Meltzer-Brody, S. E., Silver, R. K., Vigod, S. N., Kim, J. J., Porte, L. M. L., Ravitz, P., Schiller, C. E., Schoueri‐Mychasiw, N., Hollon, S. D., et al. (2021) · Trials · doi:10.1186/s13063-021-05075-1 · Cited by 40 · see citing works
Self-citationSalomone, E., Ferrante, C., Salandin, A., Ferrara, F., Torchio, E., Foletti, G., Ghersi, S., CST Italy Team, WHO CST Team, Pacione, L. R., et al. (2021) · Autism · doi:10.1177/13623613211035228 · Cited by 38 · see citing works
Aurizki, G. E., & Wilson, I. (2022) · International Journal of Nursing Practice · doi:10.1111/ijn.13046 · Cited by 39 · see citing works
Morillo, H. M., Lowry, S., & Henderson, C. (2022) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-022-02309-8 · Cited by 44 · see citing works
Bernecker, S. L., Williams, J., Caporale-Berkowitz, N. A., Wasil, A. R., & Constantino, M. (2019) · Journal of Medical Internet Research · doi:10.2196/17164 · Cited by 34 · see citing works
Iorfino, F., Occhipinti, J., Skinner, A., Davenport, T. A., Rowe, S. C., Prodan, A., Sturgess, J., & Hickie, I. B. (2021) · Journal of Medical Internet Research · doi:10.2196/25331 · Cited by 39 · see citing works
Geographic Disparities in the Availability of Mental Health Services in U.S. Public Schools
Graves, J. M., Abshire, D. A., Mackelprang, J. L., Dilley, J. A., Amiri, S., Chacon, C. M., & Mason, A. (2022) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2022.09.003 · Cited by 36 · see citing works
Graves, J. M., Abshire, D. A., Koontz, E., & Mackelprang, J. L. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21060725 · Cited by 36 · see citing works
Exploration of factors associated with secondary traumatic stress in foster parents
Whitt-Woosley, A., Sprang, G., & Eslinger, J. G. (2020) · Children and youth services review · doi:10.1016/j.childyouth.2020.105361 · Cited by 31 · see citing works
Overcoming Barriers to Larger-Scale Adoption of Telepsychiatry
Mahmoud, H., Vogt, E. L., Sers, M., Fattal, O., & Ballout, S. (2019) · Psychiatric Annals · doi:10.3928/00485713-20181228-02 · Cited by 35 · see citing works
Personalized implementation of video telehealth for rural veterans (PIVOT-R)
Day, S. C., Day, G., Keller, M., Touchett, H. N., Amspoker, A. B., Martin, L. A., & Lindsay, J. A. (2021) · mHealth · doi:10.21037/mhealth.2020.03.02 · Cited by 35 · see citing works
van der Westhuizen, C., Myers, B., Malan, M., Naledi, T., Roelofse, M., Stein, D. J., Lahri, S., & Sorsdahl, K. (2019) · PLOS ONE · doi:10.1371/journal.pone.0224951 · Cited by 32 · see citing works
Puffer, E. S., & Ayuku, D. (2022) · Perspectives on Psychological Science · doi:10.1177/17456916211049362 · Cited by 35 · see citing works
Hoeft, T. J., Wilcox, H., Hinton, L., & Unützer, J. (2019) · Implementation Science · doi:10.1186/s13012-019-0882-6 · Cited by 34 · see citing works
Self-citationSchlebusch, L., Chambers, N., Rosenstein, D., Erasmus, P., WHO CST Team, & de Vries, P. J. (2024) · Autism · doi:10.1177/13623613221133182 · Cited by 32 · see citing works
Pan, T., Zeng, Y., Chai, X., Wen, Z., Tan, X., & Sun, M. (2024) · Depression and Anxiety · doi:10.1155/2024/1882604 · Cited by 34 · see citing works
Recent Developments in the Treatment of Depression
Hollon, S. D., Cohen, Z. D., Singla, D. R., & Andrews, P. W. (2019) · Behavior Therapy · doi:10.1016/j.beth.2019.01.002 · Cited by 34 · see citing works
Scaling up community-delivered mental health support and care: A landscape analysis
Siddiqui, S., Morris, A., Ikeda, D. J., Balsari, S., Blanke, L., Pearsall, M., Rodriguez, R., Saxena, S., Miller, B. F., Patel, V., et al. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.992222 · Cited by 38 · see citing works
Self-citationSpagnolo, J., & Lal, S. (2021) · Journal of Global Health · doi:10.7189/jogh.11.04022 · Cited by 32 · see citing works
Risks from Language Models for Automated Mental Healthcare: Ethics and Structure for Implementation
Grabb, D., Lamparth, M., & Vasan, N. (2024) · doi:10.1101/2024.04.07.24305462 · Cited by 40 · see citing works
Hachem, S., Ali, S., Omari, S. A., Chahine, M. A., Fahme, S. A., & Sibai, A. M. (2022) · Conflict and Health · doi:10.1186/s13031-022-00496-4 · Cited by 31 · see citing works
Belus, J. M., Rose, A. L., Andersen, L. S., Ciya, N., Joska, J. A., MYERS, B. J., Safren, S. A., & Magidson, J. F. (2020) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2020.10.003 · Cited by 31 · see citing works
Kemp, C. G., Concepcion, T. L., Ahmed, H. U., Anwar, N., Baingana, F. K., Bennett, I. M., Bruni, A., Chisholm, D., Dawani, H., Marcia Erazo, B., et al. (2022) · PLoS ONE · doi:10.1371/journal.pone.0265570 · Cited by 33 · see citing works
Rojas, G., Guajardo, V., Martínez, P., Castro, A., Fritsch, R., Moessner, M., & Bauer, S. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.8803 · Cited by 29 · see citing works
Chu, C., Roxas, N., Aguocha, C. M., Nwefoh, E., Wang, K., Dike, C., & Iheanacho, T. (2022) · BMC Health Services Research · doi:10.1186/s12913-022-07703-1 · Cited by 30 · see citing works
“An effective approach is training non-specialist mental health workers to deliver packages of mental health care under the supervision of mental health specialists in a collaborative, stepped-care, task sharing approach [36].”
BackgroundAnvari, M. S., Hampton, T., Tong, M. P., Kahn, G. D., Triemstra, J. D., Magidson, J. F., & Felton, J. W. (2022) · Behavior Therapy · doi:10.1016/j.beth.2022.12.007 · Cited by 33 · see citing works
van Os, J., Scheepers, F. E., Milo, M., Ockeloen, G., Gülöksüz, S., & Delespaul, P. (2023) · Clinical Practice and Epidemiology in Mental Health · doi:10.2174/0117450179271206231114064736 · Cited by 33 · see citing works
The Lancet Psychiatry Commission on mental health in Ukraine
Пінчук, І., LEVENTHAL, B. L., Ladyk-Bryzghalova, A., Lien, L., Yachnik, Y., Dias, M. C., Вирченко, В., Szatmári, P., Protsenko, O. V., Chaimowitz, G. A., et al. (2024) · The Lancet Psychiatry · doi:10.1016/s2215-0366(24)00241-4 · Cited by 36 · see citing works
Implications of Online Self-Diagnosis in Psychiatry
Monteith, S., Glenn, T., Geddes, J. R., Whybrow, P. C., Achtyes, E. D., & Bauer, M. (2024) · Pharmacopsychiatry · doi:10.1055/a-2268-5441 · Cited by 37 · see citing works
Walsh, L., Roddy, M. K., Scott, K., Lewis, C. C., & Jensen‐Doss, A. (2018) · Psychotherapy Research · doi:10.1080/10503307.2018.1469802 · Cited by 29 · see citing works
Akhtar, A., Giardinelli, L., Bawaneh, A., Awwad, M., Naser, H., Whitney, C., Jordans, M. J. D., Sijbrandij, M., & Bryant, R. A. (2020) · BMC Public Health · doi:10.1186/s12889-020-08463-5 · Cited by 31 · see citing works
van der Westhuizen, C., Carvajal-Vélez, L., Eriksson, C. D. C., Gatto, J., Kadirova, A., Samuels, R., Siqabatiso, Z., Skeen, S., Stewart, J., & Lai, J. (2022) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2021.10.024 · Cited by 36 · see citing works
Black, C. J., Berent, J. M., Joshi, U., Khan, A., Chamlagai, L. K., Shrivastava, R., Gautam, B., Negeye, A., Iftin, A. N., Ali, H., et al. (2023) · Global Health Science and Practice · doi:10.9745/ghsp-d-22-00312 · Cited by 29 · see citing works
Storm, M., Fortuna, K. L., Gill, E., Pincus, H. A., BRUCE, M. L., & Bartels, S. J. (2020) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000404 · Cited by 29 · see citing works
Psychotropic medications for highly vulnerable children
McLaren, J., Barnett, E. R., Concepción-Zayas, M. T., Lichtenstein, J. D., Acquilano, S. C., Schwartz, L. M., Woloshin, S., & Drake, R. E. (2018) · Expert Opinion on Pharmacotherapy · doi:10.1080/14656566.2018.1445720 · Cited by 29 · see citing works
Wainberg, M. L., Lovero, K. L., Duarte, C. S., Salem, A. F., Mello, M., Bezuidenhout, C., Mootz, J. J., Feliciano, P., Suleman, A., dos Santos, P. F., et al. (2020) · Psychiatric Services · doi:10.1176/appi.ps.202000090 · Cited by 29 · see citing works
Javanbakht, M., Rosen, A. D., Ragsdale, A. M., Richter, E., SHOPTAW, S. J., & Gorbach, P. M. (2022) · Journal of Urban Health · doi:10.1007/s11524-022-00607-9 · Cited by 27 · see citing works
Students' Nutrition Literacy and the Existence of Health Care Providers in Iranian Schools
Mehri, A., Jafari, N., Akbarzadeh, I., Siri, F. H., & Abbasgholizadeh, N. (2020) · Journal of Research in Health Sciences · doi:10.34172/jrhs.2020.11 · Cited by 27 · see citing works
Miranda, J. J., Moscoso‐Porras, M., Yan, L. L., Diez‐Canseco, F., Málaga, G., García, H. H., & Ovbiagele, B. (2017) · Journal of the Neurological Sciences · doi:10.1016/j.jns.2017.02.027 · Cited by 27 · see citing works
Brown, F. L., Steen, F., Taha, K., Aoun, M., Bryant, R. A., Jordans, M. J. D., Malik, A., van Ommeren, M., Abualhaija, A., Aqel, I. S., et al. (2019) · Trials · doi:10.1186/s13063-019-3654-3 · Cited by 27 · see citing works
Rural Interfacility Emergency Department Transfers: Framework and Qualitative Analysis
McNaughton, C. D., Bonnet, K. R., Schlundt, D., Mohr, N. M., Chung, S., Kaboli, P. J., & Ward, M. J. (2020) · Western Journal of Emergency Medicine · doi:10.5811/westjem.2020.3.46059 · Cited by 27 · see citing works
Purgato, M., Prina, E., Ceccarelli, C., Cadorin, C., Abdulmalik, J. O., Amaddeo, F., Arcari, L., Churchill, R., Jordans, M. J., Lund, C., et al. (2023) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd014722.pub2 · Cited by 27 · see citing works
Urrutia, J., Anderson, B. T., Belouin, S. J., Berger, A. M., Griffiths, R. R., Grob, C. S., Henningfield, J. E., Labate, B. C., Maier, L. J., Maternowska, M. C., et al. (2023) · Journal of Psychoactive Drugs · doi:10.1080/02791072.2023.2258367 · Cited by 27 · see citing works
Akol, A., Makumbi, F. E., Babirye, J. N., Nalugya, J., Nshemereirwe, S., & Engebretsen, I. M. S. (2018) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2018.18 · Cited by 26 · see citing works
Triece, P., Massazza, A., & Fuhr, D. C. (2022) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-022-02294-y · Cited by 31 · see citing works
Szlamka, Z., Hanlon, C., Tekola, B., Pacione, L. R., Salomone, E., WHO CST Team, Servili, C., & Hoekstra, R. A. (2022) · PLoS ONE · doi:10.1371/journal.pone.0272077 · Cited by 25 · see citing works
Will increasing access to mental health treatment close India's mental health gap?
Weaver, L. J., Karasz, A., Muralidhar, K., Jaykrishna, P., Krupp, K., & Madhivanan, P. (2022) · SSM - Mental Health · doi:10.1016/j.ssmmh.2022.100184 · Cited by 25 · see citing works
- Authors
- Hoeft, T. J., Fortney, J. C., Patel, V., & Unützer, J.
- Affiliations
- University of Washington (US)
- London School of Hygiene & Tropical Medicine (GB)
- Corresponding author
- Hoeft, Theresa J.
- Venue
- The Journal of Rural Health
- Publisher
- Wiley
- Published
- 2017-01-13
- Volume
- 34
- Issue
- 1
- Pages
- 48-62
- ISSN
- 0890-765X (ISSN-L)
- 1748-0361
- PMC
- PMC5509535
- OpenAlex
- W2575377210
- Semantic Scholar
- 666c19b27fcc69d1afa3fa436a47a4f8cede0de1
- Cited by
- 619
- References
- 70
- Citations by year
- 2026: 73 · 2025: 77 · 2024: 102 · 2023: 76 · 2022: 75 · 2021: 113 · 2020: 56 · 2019: 27 · 2018: 18 · 2017: 2
- FWCI
- 4.43
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- The Journal of Rural Health (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
- Funders
- Office of Rural Mental Health Research at the National Institute of Mental Health (#HHSN271201300463P)
- Geriatric Mental Health Services Research Fellowship through the National Institute of Mental Health (T32 MH073553)
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Health Sciences › Health Professions › Emergency Medical Services › Global Health Workforce Issues
- Social Sciences › Psychology › Clinical Psychology › Psychiatric care and mental health services
- Keywords
- task shifting, task sharing, rural mental health services, resource-limited settings, community health workers, primary care providers, telemedicine, provider education, confidentiality, mental health workforce shortage, high-income countries
- MeSH terms
- Community Health Workers, Cooperative Behavior, Humans, Mental Health Services, Quality of Health Care
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review