The effectiveness of Technology-assisted Cascade Training and Supervision of community health workers in delivering the Thinking Healthy Program for perinatal depression in a post-conflict area of Pakistan—study protocol for a randomized controlled trial
Open accessAbstract
BACKGROUND: Rates of perinatal depression in low and middle income countries are reported to be very high. Perinatal depression not only has profound impact on women's health, disability and functioning, it is associated with poor child health outcomes such as pre-term birth, under-nutrition and stunting, which ultimately have an adverse trans-generational impact. There is strong evidence in the medical literature that perinatal depression can be effectively managed with psychological treatments delivered by non-specialists. Our previous research in Pakistan led to the development of a successful perinatal depression intervention, the Thinking Healthy Program (THP). The THP is a psychological treatment delivered by community health workers. The burden of perinatal depression can be reduced through scale-up of this proven intervention; however, training of health workers at scale is a major barrier. To enhance access to such interventions there is a need to look at technological solutions to training and supervision. METHODS/DESIGN: This is a non-inferiority, single-blinded randomized controlled trial. Eighty community health workers called Lady Health Workers (LHWs) working in a post-conflict rural area in Pakistan (Swat) will be recruited through the LHW program. LHWs will be randomly allocated to Technology-assisted Cascade Training and Supervision (TACTS) or to specialist-delivered training (40 in each group). The TACTS group will receive training in THP through LHW supervisors using a tablet-based training package, whereas the comparison group will receive training directly from mental health specialists. Our hypothesis is that both groups will achieve equal competence. Primary outcome measure will be competence of health workers at delivering THP using a modified ENhancing Assessment of Common Therapeutic factors (ENACT) rating scale immediately post training and after 3 months of supervision. Independent assessors will be blinded to the LHW allocation status. DISCUSSION: Women living in post-conflict areas are at higher risk of depression compared to the general population. Implementation of evidence-based interventions for depression in such situations is a challenge because health systems are weak and human resources are scarce. The key innovation to be tested in this trial is a Technology-assisted Cascade Training and Supervision system to assist scale-up of the THP. TRIAL REGISTRATION: Registered with ClinicalTrials.gov as GCC-THP-TACTS-2015, Identifier: NCT02644902 .
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TACTS consists of a tablet-based package with five training sessions covering core techniques and principles of the Thinking Healthy Program, using animated avatars and interactive role-plays.
“TACTS consists of a tablet-based package with five training sessions covering core techniques and principles of the Thinking Healthy Program. Animated ‘avatars’ depict culturally appropriate characters that narrate the sessions and convey the instructional content. The sessions are interactive, and include role-plays to address real-life challenging situations and to reinforce the content and key”
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 [25]
TACTS is a digital tablet-based program for supporting training of community health workers, called lady health workers, in Pakistan to deliver the Thinking Healthy Program for perinatal depression.
“The Technology-assisted Cascade Training and Supervision (TACTS) is a digital tablet-based program for supporting the training of community health workers, referred to as lady health workers in Pakistan, to deliver the evidence-based Thinking Healthy Program for perinatal depression.25”
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 [25]
TACTS is currently being evaluated against in-person training by mental health specialists in a non-inferiority randomized controlled trial in post-conflict rural Pakistan, with lady health worker competence as the primary outcome.
“This program is currently being evaluated compared to in-person training delivered by mental health specialists as part of a non-inferiority randomized controlled trial in a post-conflict rural area of Pakistan. The primary outcome is competence of the lady health workers for delivering the intervention.25”
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 [25]
For three of the interventions summarized, large-scale evaluations of effectiveness are currently ongoing.
“Importantly, for three of the interventions using digital technology that we summarized here, large-scale evaluations of effectiveness are currently ongoing (published protocols for these studies were included).25,34,37”
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 [25]
In Pakistan, community health workers are currently being trained via a tablet-based system to deliver the Thinking Healthy Program for perinatal depression.
“In another example, a tablet-based system is currently being used to train community health workers to deliver the evidence-based and culturally tailored Thinking Healthy Program involving psychological treatment for perinatal depression in Pakistan.25”
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 [25]
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Cites
CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials
the CONSORT Group, Schulz, K. F., Altman, D. G., & Moher, D. (2010) · BMC Medicine · doi:10.1186/1741-7015-8-18 · Cited by 13,371 · see citing works
CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials
Schulz, K. F., Altman, D. G., Moher, D., & for the CONSORT Group (2010) · BMJ · doi:10.1136/bmj.c332 · Cited by 9,329 · see citing works
Systematic review and meta-analysis
Gillies, A. (2019) · CRC Press eBooks · doi:10.1201/9781315377315-19 · Cited by 2,659 · see citing works
CONSORT 2010 statement: Updated guidelines for reporting parallel group randomised trials
Schulz, K. F., Altman, D. G., & Moher, D. (2010) · Journal of Pharmacology and Pharmacotherapeutics · doi:10.4103/0976-500x.72352 · Cited by 2,165 · see citing works
Grote, N. K., Bridge, J. A., Gavin, A. R., Melville, J. L., Iyengar, S., & Katon, W. J. (2010) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2010.111 · Cited by 1,882 · see citing works
Fisher, J., Cabral de Mello, M., Patel, V., Rahman, A., Tran, T., Holton, S., & Holmes, W. (2012) · Bulletin of the World Health Organization · doi:10.2471/blt.11.091850 · Cited by 1,798 · see citing works
Self-citationRepresenting uncertainty: the role of cost‐effectiveness acceptability curves
Fenwick, E. A. L., Claxton, K., & Sculpher, M. J. (2001) · Health Economics · doi:10.1002/hec.635 · Cited by 1,112 · 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
Self-citationScale up of services for mental health in low-income and middle-income countries
Eaton, J., McCay, L., Semrau, M., Chatterjee, S., Baingana, F., Araya, R., Ntulo, C., Thornicroft, G., & Saxena, S. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60891-x · Cited by 698 · see citing works
Impact of Maternal Depression on Infant Nutritional Status and Illness: A Cohort Study
Rahman, A., Iqbal, Z., Bunn, J., Lovel, H., & Harrington, R. (2004) · Archives of General Psychiatry · doi:10.1001/archpsyc.61.9.946 · Cited by 670 · see citing works
Self-citationMental health consequences of war: a brief review of research findings.
Murthy, R. S., & Lakshminarayana, R. (2006) · Europe PMC (PubMed Central) · Cited by 582 · see citing works
Mirza, İ., & Jenkins, R. (2004) · BMJ · doi:10.1136/bmj.328.7443.794 · Cited by 532 · see citing works
Surkan, P. J., Kennedy, C. E., Hurley, K. M., & Black, M. M. (2011) · Bulletin of the World Health Organization · doi:10.2471/blt.11.088187 · Cited by 458 · see citing works
Wachs, T. D., Black, M. M., & Engle, P. L. (2009) · Child Development Perspectives · doi:10.1111/j.1750-8606.2008.00077.x · Cited by 423 · see citing works
Rahman, A., Fisher, J., Bower, P., Luchters, S., Tran, T., Yasamy, M. T., Saxena, S., & Waheed, W. (2013) · Bulletin of the World Health Organization · doi:10.2471/blt.12.109819 · Cited by 403 · see citing works
Self-citationKohrt, B. A., Jordans, M. J. D., Rai, S., Shrestha, P., Luitel, N. P., Ramaiya, M. K., Singla, D. R., & Patel, V. (2015) · Behaviour Research and Therapy · doi:10.1016/j.brat.2015.03.009 · Cited by 370 · see citing works
Mental health in complex emergencies
Mollica, R., Cardozo, B. L., Hj, O., Raphael, B., Ager, A., & Salama, P. (2004) · The Lancet · doi:10.1016/s0140-6736(04)17519-3 · Cited by 362 · see citing works
Murray, L. K., Dorsey, S., Bolton, P., Jordans, M. J., Rahman, A., Bass, J., & Verdeli, H. (2011) · International Journal of Mental Health Systems · doi:10.1186/1752-4458-5-30 · Cited by 326 · see citing works
Self-citationScaling up in international health: what are the key issues?
Mangham, L. J., & Hanson, K. (2010) · Health Policy and Planning · doi:10.1093/heapol/czp066 · Cited by 303 · see citing works
Conflict and health: War and mental health: a brief overview
Summerfield, D. A. (2000) · BMJ · doi:10.1136/bmj.321.7255.232 · Cited by 277 · see citing works
Barber, J., & Thompson, S. G. (1998) · BMJ · doi:10.1136/bmj.317.7167.1195 · Cited by 254 · see citing works
Damme, W. V., Kober, K., & Kegels, G. (2008) · Social Science & Medicine · doi:10.1016/j.socscimed.2008.01.043 · Cited by 155 · see citing works
Hanssen-Bauer, K., Heyerdahl, S., Hatling, T., Jensen, G., Olstad, P. M., Stangeland, T., & Tinderholt, T. (2011) · International Journal of Mental Health Systems · doi:10.1186/1752-4458-5-1 · Cited by 138 · see citing works
Knowledge translation in global health
Pablos-Méndez, A., & Shademani, R. (2006) · Journal of Continuing Education in the Health Professions · doi:10.1002/chp.54 · Cited by 133 · see citing works
Model for Service Delivery for Developmental Disorders in Low-Income Countries
Hamdani, S. U., Minhas, F. A., Iqbal, Z., & Rahman, A. (2015) · PEDIATRICS · doi:10.1542/peds.2015-0861 · Cited by 54 · see citing works
Self-citationPerinatal depression treated by community health workers
Patel, V., & Kirkwood, B. R. (2008) · The Lancet · doi:10.1016/s0140-6736(08)61374-4 · Cited by 32 · see citing works
Worst floods in living memory leave Pakistan in paralysis
Solberg, K. E. (2010) · The Lancet · doi:10.1016/s0140-6736(10)61469-9 · Cited by 29 · see citing works
Crisis in the Swat Valley of Pakistan: need for international action
Km, B., & Hafeez, A. (2009) · The Lancet · doi:10.1016/s0140-6736(09)61225-3 · Cited by 12 · see citing works
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Kohrt, B. A., Asher, L., Bhardwaj, A., Fazel, M. S., Jordans, M. J. D., Mutamba, B. B., Nadkarni, A., Pedersen, G. A., Singla, D. R., & Patel, V. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15061279 · Cited by 363 · see citing works
Raviola, G., Naslund, J. A., Smith, S. L., & Patel, V. (2019) · Current Psychiatry Reports · doi:10.1007/s11920-019-1028-x · Cited by 258 · see citing works
van Ginneken, N., Chin, W. Y., Lim, Y. C., Ussif, A., Singh, R. K., Shahmalak, U., Purgato, M., Rojas‐García, A., Uphoff, E., McMullen, S., et al. (2021) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd009149.pub3 · Cited by 195 · see citing works
Naslund, J. A., Shidhaye, R., & Patel, V. (2019) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000217 · Cited by 159 · see citing works
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Waseem, H. B., & Rana, I. A. (2023) · Natural Hazards Research · doi:10.1016/j.nhres.2023.06.005 · Cited by 118 · see citing works
Rahman, A., Akhtar, P., Hamdani, S. U., Atif, N., Nazir, H., Uddin, I., Nisar, A., Huma, Z., Maselko, J., Sikander, S., et al. (2019) · Global Mental Health · doi:10.1017/gmh.2019.7 · Cited by 99 · see citing works
Self-citationNaslund, J. A., Gonsalves, P. P., Gruebner, O., Pendse, S. R., Smith, S. L., Sharma, A., & Raviola, G. J. (2019) · Current Treatment Options in Psychiatry · doi:10.1007/s40501-019-00186-8 · Cited by 108 · see citing works
Health care workers in conflict and post-conflict settings: Systematic mapping of the evidence
Bou-Karroum, L., El‐Harakeh, A., Kassamany, I., Ismail, H. M., Arnaout, N. E., Charide, R., Madi, F., Jamali, S., Martineau, T., El‐Jardali, F., et al. (2020) · PLoS ONE · doi:10.1371/journal.pone.0233757 · Cited by 103 · see citing works
Khan, A., Shrivastava, R., Tugnawat, D. K., Singh, A., Dimidjian, S., Patel, V., Bhan, A., & Naslund, J. A. (2020) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-020-00154-7 · Cited by 65 · see citing works
Pedersen, G. A., Lakshmin, P., Schafer, A., Watts, S., Carswell, K., Willhoite, A., Ottman, K. E., Hof, E. V., & Kohrt, B. A. (2020) · Journal of Behavioral and Cognitive Therapy · doi:10.1016/j.jbct.2020.06.001 · Cited by 62 · 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
Brown, A. D., McBride, K., Harrison, S., Mahata, S., Pfeffer, K. A., Cardamone, F., Ngigi, T., Kohrt, B., Pedersen, G. A., Greene, C., et al. (2021) · Intervention · doi:10.4103/intv.intv_30_20 · Cited by 37 · 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
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Triplett, N. S., Johnson, C. M., Kiche, S. W., Dastrup, K., Nguyen, J. K., Daniels, A., Mbwayo, A., Amanya, C., Munson, S. A., Collins, P. Y., et al. (2022) · JMIR Formative Research · doi:10.2196/38822 · Cited by 24 · see citing works
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Pedersen, G. A., Pfeffer, K. A., Brown, A. D., Carswell, K., Willhoite, A., Schafer, A., & Kohrt, B. A. (2022) · Psychiatric Services · doi:10.1176/appi.ps.202100677 · Cited by 17 · see citing works
Romero, J. P. A., & Rubio-Castro, N. (2018) · Revista de Estudios Sociales · doi:10.7440/res66.2018.03 · Cited by 11 · see citing works
The design and delivery of maternal health interventions in Pakistan: a scoping review
Zain, S., Jameel, B., Zahid, M., Munir, M., Kandasamy, S., & Majid, U. (2020) · Health Care For Women International · doi:10.1080/07399332.2019.1707833 · Cited by 11 · see citing works
Parray, A. A., Dash, S., Ullah, M. I. K., Inam, Z. M., & Kaufman, S. H. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.704811 · Cited by 11 · see citing works
Kang, H. K., Bisht, B., Kaur, M., Alexis, O., Worsley, A. J., & John, D. (2024) · Campbell Systematic Reviews · doi:10.1002/cl2.1399 · Cited by 12 · see citing works
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Bass, J., & Hamdani, S. U. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-814932-4.00004-5 · Cited by 5 · see citing works
Self-citationGerman, C. J., Kengia, J. T., Mwanyika, H., Makaranga, J. T., Werner, L., Benadotte, C., Kisanga, A., Macha, T., Weja, J., Mugeta, S., et al. (2024) · Gates Open Research · doi:10.12688/gatesopenres.15870.1 · Cited by 2 · see citing works
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Poddar, K., Aboul-Enein, B. H., Lalakia, P., Nandagaon, V., Khande, A. M., Angadi, S., Belgundkar, B., & Kelly, P. J. (2025) · Journal of Reproductive and Infant Psychology · doi:10.1080/02646838.2025.2464047 · Cited by 2 · see citing works
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Endalifer, B. L., Kassa, M. T., Ejigu, Y. W., & Ambaye, A. S. (2025) · Global Reproductive Health · doi:10.1097/grh.0000000000000111 · Cited by 2 · see citing works
Holguin, E. (2018) · UNM’s Digital Repository (University of New Mexico) · Cited by 1 · see citing works
Pedersen, E. R., Kandrack, R., Danz, M., Motala, A., Booth, M. J., Larkin, J., & Hempel, S. (2018) · Rand health quarterly · doi:10.7249/rhq-09-01-06
Spagnolo, J., Charfi, F., Bram, N., Doghri, L. L., & Melki, W. (2021) · Eastern Mediterranean Health Journal · doi:10.26719/emhj.21.021
Bass, J., Haroz, E. E., & Sartorius, N. (2019) · Oxford University Press eBooks · doi:10.1093/oso/9780190916602.003.0004
Waqas, A., Zafar, S. W., Akhtar, P. S., et al. (2023) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr10
Waqas, A., Zafar, S. W., Akhtar, P. S., et al. (2023) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr8
Waqas, A., Zafar, S. W., Akhtar, P. S., et al. (2023) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr6
Waqas, A., Zafar, S. W., Akhtar, P. S., et al. (2023) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr9
Waqas, A. (2023) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr7
Waqas, A., Zafar, S. W., Akhtar, P. S., et al. (2022) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr4
Waqas, A., Zafar, S. W., Akhtar, P. S., et al. (2022) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr3
Waqas, A., Zafar, S. W., Akhtar, P. S., et al. (2022) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr5
Waqas, A., Zafar, S. W., Akhtar, P. S., et al. (2022) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr2
Waqas, A. (2022) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.8.pr1
Iriqat, R., Herranen-Tabibi, A., Sendar, Z., Abu-Jlambo, A., & Al‐Delaimy, W. K. (2026) · Conflict and Health · doi:10.1186/s13031-026-00758-5
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- Authors
- Zafar, S., Sikander, S., Hamdani, S. U., Atif, N., Akhtar, P., Nazir, H., Maselko, J., & Rahman, A.
- Affiliations
- Human Development Research Foundation (PK)
- Duke University (US)
- Corresponding author
- Zafar, Shamsa
- ORCID
- Venue
- Trials
- Published
- 2016-04-06
- Volume
- 17
- Issue
- 1
- Pages
- 188-188
- ISSN
- 1745-6215 (ISSN-L)
- PMC
- PMC4822299
- OpenAlex
- W2331896342
- Cited by
- 41
- References
- 28
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 2 · 2023: 8 · 2022: 8 · 2021: 5 · 2020: 4 · 2019: 6 · 2018: 4
- FWCI
- 3.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Trials (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- UNC Libraries
- Funders
- Grand Challenges Canada (0596-04)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Maternal Mental Health During Pregnancy and Postpartum
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- perinatal depression, community health workers, Lady Health Workers, tablet-based training, scaling up interventions, post-conflict societies, SWAT, health worker competence
- MeSH terms
- Armed Conflicts, Clinical Protocols, Community Health Workers, Community Mental Health Services, Computer-Assisted Instruction, Delivery of Health Care, Developing Countries, Female, Humans, Inservice Training, Mental Health, Pakistan, Pregnancy, Psychiatric Status Rating Scales, Research Design, Time Factors, Single-Blind Method, Treatment Outcome, Perinatal Care, Depression, Postpartum, Computers, Handheld
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