A Mobile App to Improve Symptom Control and Information Exchange Among Specialists and Local Health Workers Treating Tanzanian Cancer Patients: Human-Centered Design Approach
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Abstract
BACKGROUND: Improving access to end-of-life symptom control interventions among cancer patients is a public health priority in Tanzania, and innovative community-based solutions are needed. Mobile health technology holds promise; however, existing resources are limited, and outpatient access to palliative care specialists is poor. A mobile platform that extends palliative care specialist access via shared care with community-based local health workers (LHWs) and provides remote support for pain and other symptom management can address this care gap. OBJECTIVE: The aim of this study is to design and develop mobile-Palliative Care Link (mPCL), a web and mobile app to support outpatient symptom assessment and care coordination and control, with a focus on pain. METHODS: A human-centered iterative design framework was used to develop the mPCL prototype for use by Tanzanian palliative care specialists (physicians and nurses trained in palliative care), poor-prognosis cancer patients and their lay caregivers (patients and caregivers), and LHWs. Central to mPCL is the validated African Palliative Care Outcome Scale (POS), which was adapted for automated, twice-weekly collection of quality of life-focused patient and caregiver responses and timely review, reaction, and tracking by specialists and LHWs. Prototype usability testing sessions were conducted in person with 21 key informants representing target end users. Sessions consisted of direct observations and qualitative and quantitative feedback on app ease of use and recommendations for improvement. Results were applied to optimize the prototype for subsequent real-world testing. Early pilot testing was conducted by deploying the app among 10 patients and caregivers, randomized to mPCL use versus phone-contact POS collection, and then gathering specialist and study team feedback to further optimize the prototype for a broader randomized field study to examine the app's effectiveness in symptom control among cancer patients. RESULTS: mPCL functionalities include the ability to create and update a synoptic clinical record, regular real-time symptom assessment, patient or caregiver and care team communication and care coordination, symptom-focused educational resources, and ready access to emergency phone contact with a care team member. Results from the usability and pilot testing demonstrated that all users were able to successfully navigate the app, and feedback suggests that mPCL has clinical utility. User-informed recommendations included further improvement in app navigation, simplification of patient and caregiver components and language, and delineation of user roles. CONCLUSIONS: We designed, built, and tested a usable, functional mobile app prototype that supports outpatient palliative care for Tanzanian patients with cancer. mPCL is expressly designed to facilitate coordinated care via customized interfaces supporting core users-patients or caregivers, LHWs, and members of the palliative care team-and their respective roles. Future work is needed to demonstrate the effectiveness and sustainability of mPCL to remotely support the symptom control needs of Tanzanian cancer patients, particularly in harder-to-reach areas.
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An Android app that both educates girls on menses and helps them manage their period was developed.
“an Android app that both educates girls on menses and helps them manage their period is developed.”
From Current evidence on the use of mHealth approaches in Sub-Saharan Africa: A scoping review (2023) · cites this paper as [49]
The Objective identifies mPCL as an app for outpatient symptom assessment and palliative care, with a focus on pain. The Results’ Educational Module describes information on late-stage cancer symptoms, not menstruation or period management for girls. (LLM, conf=0.90)
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Cites
Sung, H., Ferlay, J., Siegel, R. L., Laversanne, M., Soerjomataram, I., Jemal, A., & Bray, F. (2021) · CA: A Cancer Journal for Clinicians · doi:10.3322/caac.21660 · Cited by 108,699 · see citing works
Aranda-Jan, C. B., Mohutsiwa-Dibe, N., & Loukanova, S. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-188 · Cited by 644 · see citing works
The Public Health Strategy for Palliative Care
Stjernswärd, J., Foley, K. M., & Ferris, F. D. (2007) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2007.02.016 · Cited by 586 · see citing works
Agarwal, S., Perry, H. B., Long, L., & Labrique, A. B. (2015) · Tropical Medicine & International Health · doi:10.1111/tmi.12525 · Cited by 498 · see citing works
The rising burden of cancer in the developing world
Kanavos, P. G. (2006) · Annals of Oncology · doi:10.1093/annonc/mdl983 · Cited by 462 · see citing works
Ryu, S. (2012) · Healthcare Informatics Research · doi:10.4258/hir.2012.18.3.231 · Cited by 451 · see citing works
Part I: Cancer in Indigenous Africans—burden, distribution, and trends
Parkin, D. M., Sitas, F., Chirenje, M. Z., Stein, L., Abratt, R. P., & Wabinga, H. (2008) · The Lancet Oncology · doi:10.1016/s1470-2045(08)70175-x · Cited by 427 · see citing works
Harte, R., Glynn, L., Rodríguez-Molinero, A., Baker, P. M., Scharf, T., Quinlan, L. R., & ÓLaighin, G. (2017) · JMIR Human Factors · doi:10.2196/humanfactors.5443 · Cited by 399 · see citing works
Chib, A., van Velthoven, M. H., & Car, J. (2015) · Journal of Health Communication · doi:10.1080/10810730.2013.864735 · Cited by 384 · see citing works
Hall, C. S., Fottrell, E., Wilkinson, S., & Byass, P. (2014) · Global Health Action · doi:10.3402/gha.v7.25606 · Cited by 384 · see citing works
Smartphone applications for pain management
Rosser, B. A., & Eccleston, C. (2011) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2011.101102 · Cited by 364 · see citing works
Effect of Telecare Management on Pain and Depression in Patients With Cancer
Kroenke, K., Theobald, D., Wu, J., Norton, K., Morrison, G. C., Carpenter, J. S., & Tu, W. (2010) · JAMA · doi:10.1001/jama.2010.944 · Cited by 325 · see citing works
Patient Engagement and the Design of Digital Health
Birnbaum, F. A., Lewis, D. M., Rosen, R. K., & Ranney, M. L. (2015) · Academic Emergency Medicine · doi:10.1111/acem.12692 · Cited by 255 · see citing works
Mobile health use in low- and high-income countries: an overview of the peer-reviewed literature
Bastawrous, A., & Armstrong, M. J. (2013) · Journal of the Royal Society of Medicine · doi:10.1177/0141076812472620 · Cited by 236 · see citing works
mHealth: A Strategic Field without a Solid Scientific Soul. A Systematic Review of Pain-Related Apps
de la Vega, R., & Miró, J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0101312 · Cited by 177 · see citing works
Harding, R., Selman, L. E., Agupio, G., Dinat, N., Downing, J. D., Gwyther, L., Mashao, T., Mmoledi, K. C., Moll, T., Sebuyira, L. M., et al. (2010) · Health and Quality of Life Outcomes · doi:10.1186/1477-7525-8-10 · Cited by 173 · see citing works
Brinkel, J., Krämer, A., Krumkamp, R., May, J., & Fobil, J. N. (2014) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph111111559 · Cited by 161 · see citing works
Benefits of mobile apps in pain management: Systematic review
Thurnheer, S. E., Gravestock, I., Pichierri, G., Steurer, J., & Burgstaller, J. M. (2018) · JMIR mHealth and uHealth · doi:10.2196/11231 · Cited by 160 · see citing works
Bloomfield, G. S., Vedanthan, R., Vasudevan, L., Kithei, A., Were, M., & Velazquez, E. J. (2014) · Globalization and Health · doi:10.1186/1744-8603-10-49 · Cited by 154 · see citing works
Teleoncology: current and future applications for improving cancer care globally
Hazin, R., & Qaddoumi, I. A. (2010) · The Lancet Oncology · doi:10.1016/s1470-2045(09)70288-8 · Cited by 144 · see citing works
Adam, M., McMahon, S. A., Prober, C. G., & Bärnighausen, T. (2018) · Journal of Medical Internet Research · doi:10.2196/12128 · Cited by 138 · see citing works
Research into palliative care in sub-Saharan Africa
Harding, R., Selman, L. E., Powell, R. A., Namisango, E., Downing, J. D., Merriman, A., Ali, Z. V., Gikaara, N., Gwyther, L., & Higginson, I. J. (2013) · The Lancet Oncology · doi:10.1016/s1470-2045(12)70396-0 · Cited by 135 · see citing works
Harding, R., Selman, L. E., Agupio, G., Dinat, N., Downing, J. D., Gwyther, L., Mashao, T., Mmoledi, K. C., Sebuyira, L. M., Ikin, B., et al. (2010) · European Journal of Cancer · doi:10.1016/j.ejca.2010.08.003 · Cited by 113 · see citing works
A quality review of smartphone applications for the management of pain
Portelli, P., & Eldred, C. (2016) · British Journal of Pain · doi:10.1177/2049463716638700 · Cited by 94 · see citing works
Palliative care in Africa since 2005: good progress, but much further to go
Grant, L., Downing, J. D., Namukwaya, E., Leng, M. E. F., & Murray, S. A. (2011) · BMJ Supportive & Palliative Care · doi:10.1136/bmjspcare-2011-000057 · Cited by 81 · see citing works
A Review of e-Health Interventions for Maternal and Child Health in Sub-Sahara Africa
Obasola, O. I., Mabawonku, I., & Lagunju, I. A. (2015) · Maternal and Child Health Journal · doi:10.1007/s10995-015-1695-0 · Cited by 78 · see citing works
Benefits of Mobile Apps for Cancer Pain Management: Systematic Review
Zheng, C., Chen, X., Weng, L., Guo, L., Xu, H., Lin, M., Xue, Y., Lin, X., Yang, A., Yu, L., et al. (2020) · JMIR mHealth and uHealth · doi:10.2196/17055 · Cited by 69 · see citing works
Henderson, V., Barr, K. L. C., An, L. C., Guajardo, C., Newhouse, W., Mase, R., & Heisler, M. (2013) · Progress in community health partnerships · doi:10.1353/cpr.2013.0024 · Cited by 68 · see citing works
mHealth in Africa: challenges and opportunities
Folaranmi, T. (2014) · Perspectives in Public Health · doi:10.1177/1757913913514703 · Cited by 40 · see citing works
Namisango, E., Ntege, C., Luyirika, E. B. K., Kiyange, F., & Allsop, M. J. (2016) · BMC Palliative Care · doi:10.1186/s12904-016-0092-9 · Cited by 40 · see citing works
Palliative Care Research in Africa: Consensus Building for a Prioritized Agenda
Powell, R. A., Harding, R., Namisango, E., Katabira, E. T., Gwyther, L., Radbruch, L., Murray, S. A., El-Ansary, M., Leng, M. E. F., Ajayi, I. O., et al. (2013) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2013.03.022 · Cited by 35 · see citing works
Innovative Use of mHealth and Clinical Technology for Oncology Clinical Trials in Africa
Mutebi, M. C., Bhatia, R. K., Salako, O., Rubagumya, F., Grover, S., & Hammad, N. (2020) · JCO Global Oncology · doi:10.1200/jgo.19.00191 · Cited by 15 · see citing works
Memorial Sloan-Kettering Cancer Center
National Cancer Institute (2020) · Definitions · doi:10.32388/m70yg6 · Cited by 13 · see citing works
Vasudevan, L., Ostermann, J., Moses, S., Ngadaya, E. S., & Mfinanga, S. (2020) · JMIR mhealth and uhealth · doi:10.2196/17122 · Cited by 11 · see citing works
Agapitova, N., & Moreno, C. N. (2017) · World Bank, Washington, DC eBooks · doi:10.1596/27661 · Cited by 5 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [8]Powell RAH Harding R Namisango E Katabira E Gwyther L Radbruch L Murray SA El-Ansary M Leng M Ajayi IO Blanchard C Kariuki H Kasirye I Namukwaya E Gafer N Casarett D Atieno M Mwangi-Powell FN Palliative care research in Africa: consensus building for a prioritized agenda J Pain Symptom Manage 2014 2 47 2 315 24 10.1016/j.jpainsymman.2013.03.022 23870840 · DOI
Cited by
Sorted by citations
Current evidence on the use of mHealth approaches in Sub-Saharan Africa: A scoping review
Aboye, G. T., Vande Walle, M., Simegn, G. L., & Aerts, J.-M. (2023) · Health Policy and Technology · doi:10.1016/j.hlpt.2023.100806 · Cited by 55 · see citing works
Aboye, G. T., Vande Walle, M., Simegn, G. L., & Aerts, J.-M. (2023) · Digital Health · doi:10.1177/20552076231180972 · Cited by 31 · see citing works
How is Telehealth Used to Increase Access to Specialty Palliative Care? A Systematic Review
Hutchinson, R. N., Chiu, E. J., Belin, S. C., Klein‐Fedyshin, M., Impagliazzo, C., Costanza, L., Passarelli, J., Patel, P. P., Sahay, S., Shen, A. E., et al. (2025) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2024.12.017 · Cited by 22 · see citing works
Nurses’ Roles in mHealth App Development: Scoping Review
Bakker, C. J., Wyatt, T., Breth, M. S., Gao, G., Janeway, L. M., Lee, M., Martin, C. L., & Tiase, V. L. (2023) · JMIR Nursing · doi:10.2196/46058 · Cited by 20 · see citing works
Dilhani, W. N. S., Mitchell, S., Dale, J. R., Toor, K., Javaid, M., & MacArtney, J. I. (2024) · Palliative Care and Social Practice · doi:10.1177/26323524241236965 · Cited by 21 · see citing works
Ngoma, M., Mushi, B. P., Morse, R. S., Ngoma, T. A., Mahuna, H., Lambden, K. B., Quinn, E., Sagan, S. B., Ho, Y. X., Lucas, F. L., et al. (2021) · JCO Global Oncology · doi:10.1200/go.21.00122 · Cited by 21 · see citing works
Self-citationSalako, O., Enyi, A., Miesfeldt, S., Kabukye, J. K., Ngoma, M., Namisango, E., LeBaron, V., Sisimayi, C., Ebenso, B., Lorenz, K. A., et al. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20247190 · Cited by 15 · see citing works
Self-citationKang, B., Poddar, M., Luitel, A., Rimal, R. N., Ayalew, B. M., & Black, D. P. (2025) · Global Health Science and Practice · doi:10.9745/ghsp-d-24-00164 · Cited by 13 · see citing works
Guan, T., Qan’ir, Y., Conklin, J. L., Zimba, C., Bula, A., Jumbo, W., Wella, K., Mapulanga, P., Bingo, S. A. M., Chilemba, E., et al. (2023) · Global Public Health · doi:10.1080/17441692.2023.2199062 · Cited by 9 · see citing works
Ho, Y. X., Morse, R. S., Lambden, K., Mushi, B. P., Ngoma, M., Mahuna, H., Ngoma, T., & Miesfeldt, S. (2022) · Applied Clinical Informatics · doi:10.1055/s-0042-1758223 · Cited by 10 · see citing works
Self-citationGhaben, S. J., Ludin, A. F. M., Ali, N. M., Gan, K. B., & Singh, D. K. A. (2023) · Digital Health · doi:10.1177/20552076231191014 · Cited by 10 · see citing works
Scoping review of health information technology usability methods leveraged in Africa
Dougherty, K., Hobensack, M., & Henry, S. B. (2022) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocac236 · Cited by 6 · see citing works
Thomas, V., Kalidindi, B., Waghmare, A., Bhatia, A., Raj, T. D. S., & Balsari, S. (2023) · JMIR Formative Research · doi:10.2196/45250 · Cited by 5 · see citing works
Design Frameworks for Mobile Health Technology
Zhang, K., & Aslan, A. B. (2022) · International Journal of Health Systems and Translational Medicine · doi:10.4018/ijhstm.302653 · Cited by 3 · see citing works
Wei, Y., Lin, Z., Ou, B., Wu, J., Chen, G., Xu, G., Lin, X., Zheng, J., & Xiao, H. (2026) · Asia-Pacific Journal of Oncology Nursing · doi:10.1016/j.apjon.2026.100852 · Cited by 2 · see citing works
An explanation-oriented inquiry dialogue game for expert collaborative recommendations
Shaheen, Q.-U.-A., Budzyńska, K., & Carles Sierra, A. (2024) · Argument & Computation · doi:10.3233/aac-230010 · Cited by 2 · see citing works
Zhang, S., Xu, L., Li, Z., Wei, L., Yang, B., Yue, P., Tang, Q., & Zhang, X. (2025) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x251325949 · Cited by 1 · see citing works
User-Centered Design for Digital Patient-Navigation Tools in Oncology: Scoping Review
Kheirinejad, S., White, B. M., Kheirkhah Rahimabad, P., Zink, J. A., Hashtarkhani, S., Kumsa, F. A., Rashid, R., Chinthala, L., Brett, C. L., Davis, R. L., et al. (2026) · JMIR Human Factors · doi:10.2196/87686
“Similarly, Morse et al [35] designed, developed, and tested mPCL, a human-centered mobile and web application that supports outpatient palliative symptom assessment, care coordination, and pain control among Tanzanian patients with cancer by connecting patients, caregivers, local health workers,…”
Using Digital Learning Tools During the Ongoing MPOX Response in Africa: Proposing a Strategy
Nana, R., & Gara, L. (2024) · American Journal of Education and Information Technology · doi:10.11648/j.ajeit.20240802.17
Gebre, N. T., Gafer, N., Afolabi, O. A., Nkhoma, K. B., Harding, R., Ayers, N., & Hanlon, C. (2025) · doi:10.2196/preprints.80321
Ndinawe, J. B., Kabakyenga, J. K., Namukwaya, E., Mulogo, E. M., & Nagujja, F. (2026) · BMC Palliative Care · doi:10.1186/s12904-026-02034-y
Gebre, N. T., Afolabi, O. A., Gafer, N., Nkhoma, K. B., Ayers, N., Hanlon, C., & Harding, R. (2026) · JMIR mhealth and uhealth · doi:10.2196/80321
William, W., & Andrew, A. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1838736
Senior, M. A., Bascon, K., Alfred, M. C., & Montague, E. N. H. (2026) · Journal of Medical Internet Research · doi:10.2196/88995
Li, Z., Yang, M., Zhang, S., & Yue, P. (2026) · Journal of Medical Internet Research · doi:10.2196/91000
- Authors
- Morse, R. S., Lambden, K., Quinn, E., Ngoma, T., Mushi, B., Ho, Y. X., Ngoma, M., Mahuna, H., Sagan, S. B., Mmari, J., & Miesfeldt, S.
- Affiliations
- Dimagi (United States) (US)
- Muhimbili University of Health and Allied Sciences (TZ)
- Ocean Road Cancer Institute (TZ)
- Maine Medical Center (US)
- Corresponding author
- Miesfeldt, Susan
- ORCID
- Venue
- JMIR Cancer
- Publisher
- JMIR Publications Inc.
- Published
- 2021-03-23
- Volume
- 7
- Issue
- 1
- Pages
- e24062
- ISSN
- 2369-1999 (ISSN-L)
- PMC
- PMC8088847
- OpenAlex
- W3122772050
- Cited by
- 25
- References
- 35
- Citations by year
- 2026: 7 · 2025: 4 · 2024: 3 · 2023: 7 · 2022: 3 · 2021: 1
- FWCI
- 3.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JMIR Cancer (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institutes of Health
- Fogarty International Center (R21TW010190)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Palliative Care and End-of-Life Issues
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Palliative and Oncologic Care
- Keywords
- mobile health, palliative care, cancer pain management, end-of-life care, shared care, community health workers, palliative care specialists, symptom assessment, care coordination, lay caregivers, quality of life, Tanzania, human-centered design, usability testing, mobile app prototype, telemedicine, health information exchange, clinical record
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