Benefits of mobile apps in pain management: Systematic review
Open accessPublished version of a preprint
Abstract
BACKGROUND: Pain is a common condition with a significant physical, psychosocial, and economic impact. Due to enormous progress in mobile device technology as well as the increase in smartphone ownership in the general population, mobile apps can be used to monitor patients with pain and support them in pain management. OBJECTIVE: The aim of this review was to assess the efficacy of smartphone or computer tablet apps in the management of patients with pain. METHODS: In December 2017, a literature search was performed in the following databases: MEDLINE, EMBASE, CINAHL, Cochrane, and PsycINFO. In addition, a bibliography search was conducted. We included studies with at least 20 participants per arm that evaluated the effects of apps on smartphones or computer tablets on improvement in pain. RESULTS: A total of 15 studies with 1962 patients met the inclusion criteria. Of these, 4 studies examined the effect of mobile apps on pain management in an in-clinic setting and 11 in an out-clinic setting. The majority of the original studies reported beneficial effects of the use of a pain app. Severity of pain decreased in most studies where patients were using an app compared with patients not using an app. Other outcomes, such as worst pain or quality of life showed improvements in patients using an app. Due to heterogeneity between the original studies-patient characteristics, app content, and study setting-a synthesis of the results by statistical methods was not performed. CONCLUSIONS: Apps for pain management may be beneficial for patients, particularly in an out-clinic setting. Studies have shown that pain apps are workable and well liked by patients and health care professionals. There is no doubt that in the near future, mobile technologies will develop further. Medicine could profit from this development as indicated by our results, but there is a need for more scientific inputs. It is desirable to know which elements of apps or additional devices and tools may improve usability and help patients in pain management.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Digital solutions may have the potential to improve outreach and provide easy and relatively low-cost access to pain self-management interventions.
“Digital solutions may have the potential to improve outreach and provide easy and relatively low-cost access to pain self-management interventions [17,18].”
From Short-Term Findings From Testing EPIO, a Digital Self-Management Program for People Living With Chronic Pain: Randomized Controlled Trial (2023) · cites this paper as [17]
The Discussion’s Implications section says pain-management apps can combine diaries, education, reminders, treatment recommendations, and communication with health care personnel. The Comparison With Existing Literature section also describes remote pain-coping training and access to symptom information from home. These passages support the potential for digital pain-management access, but the paper does not establish improved outreach or relatively low cost. (LLM, conf=0.82)
Experimental — accuracy not yet measuredRigorous efficacy testing to establish efficacy appears scarce in existing digital pain self-management interventions.
“Finally, rigorous efficacy testing to establish efficacy appears to be scarce in the existing digital pain self-management interventions [17,27]”
From Short-Term Findings From Testing EPIO, a Digital Self-Management Program for People Living With Chronic Pain: Randomized Controlled Trial (2023) · cites this paper as [17]
The Discussion > Implications section says more high-quality studies are needed to evaluate the efficacy of pain-management apps. Results > Methodological Quality reports only one high-quality RCT among the included studies. This supports the claim for mobile apps, but the cited review does not establish that rigorous testing is scarce across digital pain self-management interventions generally. (LLM, conf=0.82)
Experimental — accuracy not yet measuredExisting digital pain self-management interventions have shown promising results in meeting unfulfilled needs, supporting psychological well-being, and improving health-related quality of life.
“Existing digital pain self-management interventions have, for example, shown promising results in meeting unfulfilled needs, supporting psychological well-being, and improving health-related quality of life (HRQoL) [17-20].”
From Short-Term Findings From Testing EPIO, a Digital Self-Management Program for People Living With Chronic Pain: Randomized Controlled Trial (2023) · cites this paper as [17]
The Results section (‘Effects of Apps on Other Outcomes and Information About Feasibility’; page not provided) reports improvements in well-being, anxiety or positive affect in some studies, and says all studies evaluating quality of life found improvement among app users. The paper describes ways apps can support pain management, but does not establish that these interventions met previously unfulfilled needs. (LLM, conf=0.84)
Experimental — accuracy not yet measuredCapacity for self-regulation is a limited source that can be fatigued, and the complexity of chronic pain likely negatively affects ability to self-regulate.
“Studies have shown capacity for self-regulation to be a limited source that can be fatigued,4,5,55 and the complexity of chronic pain likely negatively affects ability to self-regulate.46,48,58,69”
From Living well with chronic pain: a 12-month randomized controlled trial revealing impact from the digital pain self-management program EPIO (2024) · cites this paper as [55]
The citation is attached to the claim that chronic pain likely impairs self-regulation, not to the preceding claim about self-regulatory fatigue. The Introduction discusses apps that support pain management, and the Discussion describes pain-coping interventions, but neither addresses whether the complexity of chronic pain reduces self-regulatory ability. Searches for self-regulation, fatigue, and that proposed effect found no relevant passage in our copy. (LLM, conf=0.72)
Experimental — accuracy not yet measuredExisting eHealth and mHealth solutions in pain settings have focused mostly on self-administered treatments, mostly psychological or physical therapy.
“To date, the focus of existing eHealth and mHealth solutions in pain settings has been mostly placed on self-administered treatments, mostly of psychological or alternatively of physical therapy nature [64,65,66].”
Findings from web-based CBT or ACT-based interventions tested in support of people living with chronic pain are still inconclusive.
“even though some web-based CBT or ACT-based interventions have been tested in support of people living with chronic pain, findings are still inconclusive and interventions need further testing, also in app format [13,22,26-28].”
From Digital Self-Management in Support of Patients Living With Chronic Pain: Feasibility Pilot Study (2020) · cites this paper as [28]
Several studies have pointed to great potential for the use of eHealth in chronic pain management.
“Several studies have pointed to great potential for the use of eHealth in chronic pain management [21,23,24,27,30,31].”
From A User-Centered Approach to an Evidence-Based Electronic Health Pain Management Intervention for People With Chronic Pain: Design and Development of EPIO (2020) · cites this paper as [24]
eHealth interventions have shown promising results in helping people cope with health-related issues and chronic illness, including pain.
“Electronic health (eHealth) interventions, referring to health-related interventions distributed through technology, have shown promising results in helping people cope with health-related issues and chronic illness, including pain [19-25].”
From A User-Centered Approach to an Evidence-Based Electronic Health Pain Management Intervention for People With Chronic Pain: Design and Development of EPIO (2020) · cites this paper as [24]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823 · see citing works
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042 · see citing works
Wang, G., Ma, R., Qiao, G., Wada, K., Aizawa, Y., & Satoh, T. (2015) · Integrative Medicine International · doi:10.1159/000368408 · Cited by 18,759 · see citing works
Basch, E., Deal, A. M., Kris, M. G., Scher, H. I., Hudis, C. A., Sabbatini, P., Rogak, L., Bennett, A. V., Dueck, A. C., Atkinson, T. M., et al. (2016) · Journal of Clinical Oncology · doi:10.1200/jco.2015.63.0830 · Cited by 2,593 · see citing works
Firth, J., Torous, J., Nicholas, J., Carney, R., Pratap, A., Rosenbaum, S., & Sarris, J. (2017) · World Psychiatry · doi:10.1002/wps.20472 · Cited by 1,097 · see citing works
Firth, J., Torous, J., Nicholas, J., Carney, R., Rosenbaum, S., & Sarris, J. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.04.046 · Cited by 675 · see citing works
Breivik, H., Eisenberg, E., & O’Brien, T. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-1229 · Cited by 643 · 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
Morawski, K., Ghazinouri, R., Krumme, A., Lauffenburger, J. C., Lu, Z., Durfee, E., Oley, L., Lee, J., Mohta, N., Haff, N., et al. (2018) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2018.0447 · Cited by 333 · see citing works
Glynn, L. G., Hayes, P. S., Casey, M., Glynn, F., Alvarez‐Iglesias, A., Newell, J., OLaighin, G. M., Heaney, D., O'Donnell, M. J., & Murphy, A. W. (2014) · British Journal of General Practice · doi:10.3399/bjgp14x680461 · Cited by 280 · see citing works
T2DM Self-Management via Smartphone Applications: A Systematic Review and Meta-Analysis
Cui, M., Wu, X., Mao, J., Wang, X., & Nie, M. (2016) · PLOS ONE · doi:10.1371/journal.pone.0166718 · Cited by 269 · see citing works
Lalloo, C., Jibb, L. A., Rivera, J., Agarwal, A., & Stinson, J. N. (2015) · The Clinical Journal of Pain · doi:10.1097/ajp.0000000000000171 · Cited by 257 · see citing works
Mobile-Web App to Self-Manage Low Back Pain: Randomized Controlled Trial
Irvine, A. B., Russell, H., Manocchia, M., Mino, D. E., Glassen, T. C., Morgan, R. L., Gau, J. M., Birney, A. J., & Ary, D. V. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.3130 · Cited by 190 · see citing works
A Spanish Pillbox App for Elderly Patients Taking Multiple Medications: Randomized Controlled Trial
Mira, J. J., Navarro, I., Botella, F., Borrás, F., Nuño-Solínis, R., Orozco‐Beltrán, D., Iglesias, F., Pérez-Pérez, P., Lorenzo, S., & Toro, N. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3269 · Cited by 190 · see citing works
Assessing the quality and usability of smartphone apps for pain self-management
Reynoldson, C., Stones, C., Allsop, M., Gardner, P., Bennett, M. I., Closs, S. J., Jones, R., & Knapp, P. (2014) · Pain Medicine · doi:10.1111/pme.12327 · Cited by 178 · see citing works
Kristjánsdóttir, Ó. B., Fors, E. A., Eide, E., Finset, A., Stensrud, T. L., van Dulmen, S., Wigers, S. H., & Eide, H. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2249 · Cited by 176 · see citing works
Smartphone apps for the self-management of low back pain: A systematic review
Machado, G. C., Pinheiro, M. B., Lee, H., Ahmed, O. H., Hendrick, P. A., Williams, C. M., & Kamper, S. J. (2016) · Best Practice & Research Clinical Rheumatology · doi:10.1016/j.berh.2017.04.002 · Cited by 171 · see citing works
Jibb, L., Stevens, B., Nathan, P. C., Seto, E., Cafazzo, J. A., Johnston, D. L., Hum, V., & Stinson, J. (2017) · Pediatric Blood & Cancer · doi:10.1002/pbc.26554 · Cited by 142 · see citing works
Farzandipour, M., Nabovati, E., Sharif, R., Arani, M. H., & Anvari, S. (2017) · Applied Clinical Informatics · doi:10.4338/aci-2017-07-r-0116 · Cited by 125 · see citing works
Wallace, P., & Dhingra, P. (2014) · Journal of Opioid Management · doi:10.5055/jom.2014.0193 · Cited by 108 · 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
Commercially Available Smartphone Apps to Support Postoperative Pain Self-Management: Scoping Review
Lalloo, C., Shah, U. J., Birnie, K. A., Davies-Chalmers, C., Rivera, J., Stinson, J., & Campbell, F. A. (2017) · JMIR mhealth and uhealth · doi:10.2196/mhealth.8230 · Cited by 89 · see citing works
Changes in Coping, Pain, and Activity After Cognitive-Behavioral Training
Schatz, J. C., Schlenz, A. M., McClellan, C. B., Puffer, E. S., Hardy, S. J., Pfeiffer, M., & Roberts, C. W. (2014) · Clinical Journal of Pain · doi:10.1097/ajp.0000000000000183 · Cited by 88 · see citing works
Skrepnik, N., Spitzer, A., Altman, R., Hoekstra, J., Stewart, J., & Toselli, R. (2017) · JMIR mHealth and uHealth · doi:10.2196/mhealth.7179 · Cited by 88 · see citing works
Jamison, R. N., Jurcik, D. C., Edwards, R. R., Huang, C.-C., & Ross, E. L. (2017) · The Clinical Journal of Pain · doi:10.1097/ajp.0000000000000455 · Cited by 83 · see citing works
Treatment of Low Back Pain with a Digital Multidisciplinary Pain Treatment App: Short-Term Results
Huber, S., Priebe, J. A., Baumann, K.-M., Plidschun, A., Schießl, C., & Tölle, T. R. (2017) · JMIR Rehabilitation and Assistive Technologies · doi:10.2196/rehab.9032 · Cited by 79 · see citing works
Kristjánsdóttir, Ó. B., Fors, E. A., Eide, E., Finset, A., Stensrud, T. L., van Dulmen, S., Wigers, S. H., & Eide, H. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2442 · Cited by 78 · see citing works
Somers, T. J., Abernethy, A. P., Edmond, S. N., Kelleher, S. A., Wren, A. A., Samsa, G., & Keefe, F. J. (2015) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2015.04.013 · Cited by 77 · see citing works
Piloting a Text Message–based Social Support Intervention for Patients With Chronic Pain
Guillory, J. E., Chang, P. F., Henderson, C., Shengelia, R., Lama, S. D., Warmington, M., Jowza, M., Waldman, S. A., Gay, G. K., & Reid, M. C. (2015) · Clinical Journal of Pain · doi:10.1097/ajp.0000000000000193 · Cited by 72 · see citing works
Face-to-Face Versus Mobile Versus Blended Weight Loss Program: Randomized Clinical Trial
Hurkmans, E. J., Matthys, C., Bogaerts, A., Scheys, L., Devloo, K., & Seghers, J. (2018) · JMIR mhealth and uhealth · doi:10.2196/mhealth.7713 · Cited by 69 · see citing works
Improved A1C Levels in Type 1 Diabetes with Smartphone App Use
Ryan, E. A., Holland, J., Stroulia, E., Bazelli, B., Babwik, S. A., Li, H., Senior, P., & Greiner, R. (2017) · Canadian Journal of Diabetes · doi:10.1016/j.jcjd.2016.06.001 · Cited by 63 · see citing works
Blödt, S., Pach, D., von Eisenhart-Rothe, S., Lotz, F., Roll, S., Icke, K., & Witt, C. M. (2017) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2017.11.570 · Cited by 61 · see citing works
Creating Mandalas for the Management of Acute Pain Symptoms in Pediatric Patients
Stinley, N., Norris, D. O., & Hinds, P. S. (2015) · Art Therapy · doi:10.1080/07421656.2015.1028871 · Cited by 57 · see citing works
Jamison, R. N., Mei, A., & Ross, E. L. (2018) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x16679049 · Cited by 57 · see citing works
Husted, G. R., Weis, J., Teilmann, G., & Castensøe-Seidenfaden, P. (2018) · JMIR mHealth and uHealth · doi:10.2196/mhealth.8876 · Cited by 54 · cited 1× · see citing works
“Patients with type 1 diabetes appreciate an app as a supplement for disease management (eg, communication with health care professionals) [6].”
BackgroundQuality and Usability of Arthritic Pain Self-Management Apps for Older Adults: A Systematic Review
Vandersman, P., Newton-John, T. R. O., & Phillips, J. L. (2017) · Pain Medicine · doi:10.1093/pm/pnx090 · Cited by 52 · see citing works
Walsh, D. A. (2017) · Lara D. Veeken · doi:10.1093/rheumatology/kex060.083 · Cited by 40 · see citing works
Lee, M., Lee, S., Kim, T., Yoo, H.-J., Kim, S. H., Suh, D.-W., Son, J., & Yoon, B. (2016) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2016.09.002 · Cited by 35 · see citing works
Sun, Y., Jiang, F., Gu, J. J., Wang, Y. K., Hua, H., Jing, L., Cheng, Z., Liao, Z., Huang, Q., Hu, W., et al. (2017) · JMIR mhealth and uhealth · doi:10.2196/mhealth.7178 · Cited by 33 · see citing works
Development and feasibility of a web application to monitor patients’ cancer-related pain
Oldenmenger, W. H., Baan, M. A. G., & van der Rijt, C. C. D. (2017) · Supportive Care in Cancer · doi:10.1007/s00520-017-3877-3 · Cited by 33 · see citing works
Guétin, S., Diego, E. D., Mohy, F., Adolphe, C., Hoareau, S. G., Touchon, J., Thayer, J. F., & Koenig, J. (2016) · European Journal of Integrative Medicine · doi:10.1016/j.eujim.2016.01.002 · Cited by 22 · see citing works
Guétin, S., Brun, L., Deniaud, M., Clerc, J.-M., Thayer, J. F., & Koenig, J. (2016) · PubMed · Cited by 22 · see citing works
App-basiertes Selbstmonitoring bei Typ-2-Diabetes
Steinert, A., Haesner, M., & Steinhagen‐Thiessen, E. (2016) · Zeitschrift für Gerontologie und Geriatrie · doi:10.1007/s00391-016-1082-5 · Cited by 20 · see citing works
Raj, S. X., Brunelli, C., Klepstad, P., & Kaasa, S. (2017) · Scandinavian Journal of Pain · doi:10.1016/j.sjpain.2017.07.016 · Cited by 18 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [37]NICE National Institute for Health and Care Excellence - Low back pain and sciatica in over 16s: assessment and management 2016 https://www.nice.org.uk/guidance/ng59 27929617
Cited by
Sorted by citations
Varsi, C., Solberg Nes, L., Kristjansdottir, O. B., Kelders, S. M., Stenberg, U., Zangi, H. A., Børøsund, E., Weiss, K. E., Stubhaug, A., Asbjørnsen, R. A., et al. (2019) · Journal of Medical Internet Research · doi:10.2196/14255 · Cited by 148 · see citing works
The Application of Virtual Reality in Patient Education
Pandrangi, V. C., Gaston, B., Appelbaum, N., Albuquerque, F. C., Levy, M., & Larson, R. A. (2019) · Annals of Vascular Surgery · doi:10.1016/j.avsg.2019.01.015 · Cited by 132 · see citing works
Moreno-Ligero, M., Moral-Muñoz, J. A., Salazar, A., & Failde, I. (2023) · JMIR mhealth and uhealth · doi:10.2196/40844 · Cited by 132 · see citing works
Pfeifer, A.-C., Uddin, R., Schröder‐Pfeifer, P., Holl, F., Swoboda, W. J., & Schiltenwolf, M. (2020) · Journal of Clinical Medicine · doi:10.3390/jcm9113557 · Cited by 108 · see citing works
Ledel Solem, I. K., Varsi, C., Eide, H., Kristjansdottir, O. B., Børøsund, E., Schreurs, K. M. G., Waxenberg, L. B., Weiss, K. E., Morrison, E. J., Haaland-Øverby, M., et al. (2020) · Journal of Medical Internet Research · doi:10.2196/15889 · Cited by 80 · see citing works
Patients’ Needs and Requirements for eHealth Pain Management Interventions: Qualitative Study
Ledel Solem, I. K., Varsi, C., Eide, H., Kristjansdottir, O. B., Mirkovic, J., Børøsund, E., Haaland-Øverby, M., Heldal, K., Schreurs, K. M., Waxenberg, L. B., et al. (2019) · Journal of Medical Internet Research · doi:10.2196/13205 · Cited by 80 · see citing works
Molina‐Recio, G., Molina‐Luque, R., Jiménez-García, A. M., Ventura-Puertos, P. E., Hernández-Reyes, A., & Romero‐Saldaña, M. (2020) · JMIR mhealth and uhealth · doi:10.2196/14376 · Cited by 89 · see citing works
Yang, J., Weng, L., Chen, Z., Cai, H., Lin, X., Hu, Z., Li, N., Lin, B., Zheng, B., Zhuang, Q., et al. (2019) · JMIR mhealth and uhealth · doi:10.2196/12542 · Cited by 80 · see citing works
Schultchen, D., Terhorst, Y., Holderied, T., Stach, M., Meßner, E.-M., Baumeister, H., & Sander, L. (2020) · International Journal of Behavioral Medicine · doi:10.1007/s12529-020-09944-y · Cited by 75 · see citing works
Impact of mobile health and medical applications on clinical practice in gastroenterology
Kernebeck, S., Busse, T. S., Böttcher, M. D., Weitz, J., Ehlers, J. P., & Bork, U. (2020) · World Journal of Gastroenterology · doi:10.3748/wjg.v26.i29.4182 · Cited by 70 · 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
Escalona‐Marfil, C., Coda, A., Ruíz-Moreno, J., Gispert, L. M. R., & Gironès, X. (2019) · Journal of Medical Internet Research · doi:10.2196/13468 · Cited by 66 · see citing works
Alhussein, G., & Hadjileontiadis, L. J. (2021) · JMIR mhealth and uhealth · doi:10.2196/32557 · Cited by 64 · see citing works
Johnson, A. K., Yang, F., Gollarahalli, S., Banerjee, T., Abrams, D. M., Jonassaint, J., Jonassaint, C. R., & Shah, N. (2019) · JMIR mhealth and uhealth · doi:10.2196/13671 · Cited by 60 · see citing works
Kong, Y., Posada-Quintero, H. F., & Chon, K. H. (2021) · Sensors · doi:10.3390/s21123956 · Cited by 61 · see citing works
Varsi, C., Ledel Solem, I. K., Eide, H., Børøsund, E., Kristjansdottir, O. B., Heldal, K., Waxenberg, L. B., Weiss, K. E., Schreurs, K. M. G., Morrison, E. J., et al. (2021) · BMC Health Services Research · doi:10.1186/s12913-021-06278-7 · Cited by 53 · see citing works
Systematic evaluation of content and quality of English and German pain apps in European app stores
Terhorst, Y., Meßner, E.-M., Schultchen, D., Paganini, S., Portenhauser, A. A., Eder, A.-S., Bauer, M., Papenhoff, M. C., Baumeister, H., & Sander, L. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100376 · Cited by 42 · see citing works
Shaygan, M., & Jaberi, A. (2021) · Scientific Reports · doi:10.1038/s41598-021-86156-8 · Cited by 44 · see citing works
Digital Self-Management in Support of Patients Living With Chronic Pain: Feasibility Pilot Study
Bostrøm, K., Børøsund, E., Varsi, C., Eide, H., Flakk Nordang, E., Schreurs, K. M., Waxenberg, L. B., Weiss, K. E., Morrison, E. J., Cvancarova Småstuen, M., et al. (2020) · JMIR Formative Research · doi:10.2196/23893 · Cited by 34 · see citing works
Suso-Ribera, C., Castilla, D., Zaragozá, I., Mesas, Á., Server, A., Medel, J., & García-Palacios, A. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17186568 · Cited by 38 · see citing works
Gamwell, K. L., Kollin, S. R., Gibler, R. C., Bedree, H., Bieniak, K. H., Jagpal, A., Tran, S. T., Hommel, K. A., & Ramsey, R. R. (2020) · Pain · doi:10.1097/j.pain.0000000000002090 · Cited by 36 · see citing works
MacPherson, M., Bakker, A. M., Anderson, K., & Holtzman, S. (2022) · Canadian Journal of Pain · doi:10.1080/24740527.2022.2030212 · Cited by 36 · see citing works
Martin, C. L., Bakker, C., Breth, M. S., Gao, G., Lee, K., Lee, M. A., Tiase, V. L., Tunby, L. J., Wyatt, T. H., & Janeway, L. M. (2020) · Research in Nursing & Health · doi:10.1002/nur.22097 · Cited by 30 · see citing works
Transforming medicine: artificial intelligence integration in the peripheral nervous system
Qian, Y., Alhaskawi, A., Dong, Y., Ni, J., Abdalbary, S. A., & Lü, H. (2024) · Frontiers in Neurology · doi:10.3389/fneur.2024.1332048 · Cited by 30 · see citing works
Slepian, P. M., Peng, M., Janmohamed, T., Kotteeswaran, Y., Manoo, V., McLaren-Blades, A., Fiorellino, J., Katznelson, R., Tamir, D., McRae, K. M., et al. (2020) · Digital Health · doi:10.1177/2055207620962297 · Cited by 28 · see citing works
Sulaiman, S. K., Wong, A. Y. L., Li, L. L., Antwi‐Afari, M. F., Ou, H., & Tsang, H. W. H. (2022) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2022.104937 · Cited by 26 · see citing works
Vandersman, P., Newton-John, T. R. O., & Phillips, J. L. (2020) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2020.104062 · Cited by 25 · see citing works
Didyk, C., Lewis, L. K., & Lange, B. S. (2021) · Disability and Rehabilitation · doi:10.1080/09638288.2021.2005161 · Cited by 26 · see citing works
Morse, R. S., Lambden, K., Quinn, E., Ngoma, T., Mushi, B., Ho, Y. X., Ngoma, M., Mahuna, H., Sagan, S. B., Mmari, J., et al. (2021) · JMIR Cancer · doi:10.2196/24062 · Cited by 25 · see citing works
Issom, D.-Z., Henriksen, A., Woldaregay, A. Z., Rochat, J., Lovis, C., & Hartvigsen, G. (2020) · JMIR Human Factors · doi:10.2196/14599 · Cited by 25 · see citing works
Digital health & low-value care
O’Reilly-Jacob, M., Mohr, P. E., Ellen, M., Petersen, C. C., Sarkisian, C. A., Attipoe, S., & Rich, E. C. (2021) · Healthcare · doi:10.1016/j.hjdsi.2021.100533 · Cited by 22 · see citing works
Hoffmann, A., Christmann, C. A., Zolynski, G., & Bleser, G. (2020) · JMIR Formative Research · doi:10.2196/13170 · Cited by 22 · see citing works
Giravi, H. Y., Biskupiak, Z., Tyler, L. S., & Bulaj, G. W. (2022) · Frontiers in Digital Health · doi:10.3389/fdgth.2022.884047 · Cited by 22 · see citing works
Tran-Nguyen, K., Berger, C., Bennett, R., Wall, M., Morin, S. N., & Rajabiyazdi, F. (2022) · JMIR Aging · doi:10.2196/37772 · Cited by 20 · see citing works
Metcalf, C. S., Huntsman, M., Garcia, G., Kochanski, A. K., Chikinda, M., Watanabe, E., Underwood, T. K., Vanegas, F., Smith, M. D., White, H. S., et al. (2019) · Frontiers in Neurology · doi:10.3389/fneur.2019.00277 · Cited by 21 · see citing works
A Clinical Journey Mobile Health App for Perioperative Patients: Cross-sectional Study
Willems, S. J., Coppieters, M. W., Pronk, Y., Diks, M. J. F., van der Heijden, K. W. A. P., Rooker, S., & Scholten-Peeters, G. G. M. (2021) · JMIR Human Factors · doi:10.2196/20694 · Cited by 20 · see citing works
Shi, L., & Sit, R. W. S. (2024) · Journal of Medical Internet Research · doi:10.2196/59358 · Cited by 21 · see citing works
Enhancing the Impact of Mobile Health Literacy Interventions to Reduce Health DisparitiesPreprint
Ownby, R. L., Acevedo, A., & Waldrop‐Valverde, D. (2019) · doi:10.31219/osf.io/5j2m6 · Cited by 19 · see citing works
Turesson, C., Liedberg, G., & Björk, M. (2022) · JMIR Human Factors · doi:10.2196/33571 · Cited by 16 · see citing works
Engaging with EPIO, a digital pain self-management program: a qualitative study
Bostrøm, K., Varsi, C., Eide, H., Børøsund, E., Kristjansdottir, Ó. B., Schreurs, K. M. G., Waxenberg, L. B., Weiss, K. E., Morrison, E. J., Nordang, E. F., et al. (2022) · BMC Health Services Research · doi:10.1186/s12913-022-07963-x · Cited by 18 · see citing works
“Studies have also shown existing pain management applications (apps) to be considered usable and liked by patients and health care professionals, however with a necessity for further research and scientific input [16].”
BackgroundHernández-Reyes, A., Molina‐Recio, G., Molina‐Luque, R., Romero‐Saldaña, M., Cámara‐Martos, F., & Rojas, R. M. (2020) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-020-1058-7 · Cited by 18 · see citing works
Didyk, C., Lewis, L. K., & Lange, B. S. (2021) · Disability and Rehabilitation · doi:10.1080/09638288.2021.1979664 · Cited by 16 · see citing works
Wang, J., Rogge, A. A., Armour, M., Smith, C. A., D’Adamo, C. R., Pischke, C. R., Yen, H., Wu, M., Moré, A. O. O., Witt, C. M., et al. (2019) · JMIR mhealth and uhealth · doi:10.2196/14661 · Cited by 15 · see citing works
Pain Management - Practices, Novel Therapies and Bioactives
Waisundara, V. Y., Banjari, I., & Balkić, J. (2020) · IntechOpen eBooks · doi:10.5772/intechopen.87267 · Cited by 14 · see citing works
Maarj, M., Pacey, V., Tofts, L., Clapham, M., Gironès, X., & Coda, A. (2022) · JMIR Pediatrics and Parenting · doi:10.2196/41930 · Cited by 15 · see citing works
Lopes, F., Rodrigues, M. J. F., & Silva, A. G. (2021) · JMIR mhealth and uhealth · doi:10.2196/25316 · Cited by 14 · see citing works
Stępień, K. M., Broomfield, A. A., Cole, D., Deegan, P. B., Forshaw-Hulme, S. L., Hughes, D. A., Jovanović, A., Morris, L., Muir, A., & Ramaswami, U. (2023) · Orphanet Journal of Rare Diseases · doi:10.1186/s13023-023-02796-1 · Cited by 14 · see citing works
Bostrøm, K., Børøsund, E., Eide, H., Varsi, C., Kristjansdottir, Ó. B., Schreurs, K. M. G., Waxenberg, L. B., Weiss, K. E., Morrison, E. J., Stavenes Støle, H., et al. (2023) · Journal of Medical Internet Research · doi:10.2196/47284 · Cited by 12 · see citing works
“Digital solutions may have the potential to improve outreach and provide easy and relatively low-cost access to pain self-management interventions [17,18].”
A Novel Method for Digital Pain Assessment Using Abstract Animations: Human-Centered Design Approach
Rao, N., Perdomo, S. J., & Jonassaint, C. R. (2021) · JMIR Human Factors · doi:10.2196/27689 · Cited by 13 · see citing works
mHealth prompts within diabetes prevention programs: a scoping review
MacPherson, M., Merry, K. J., Locke, S., & Jung, M. E. (2021) · mHealth · doi:10.21037/mhealth-21-22 · Cited by 11 · see citing works
Ma, K. P. K., Stephens, K. A., Geyer, R. E., Prado, M. G., Mollis, B. L., Zbikowski, S. M., Waters, D., Masterson, J., & Zhang, Y. (2022) · JMIR Formative Research · doi:10.2196/41788 · Cited by 14 · see citing works
Lebleu, J., Pauwels, A., Poilvache, H., Anract, P., & Belbachir, A. (2023) · Journal of Clinical Medicine · doi:10.3390/jcm12247695 · Cited by 14 · see citing works
Zhou, T., Salman, D., & McGregor, A. H. (2024) · JMIR mhealth and uhealth · doi:10.2196/53262 · Cited by 14 · see citing works
Vandersman, P., Newton-John, T. R. O., & Phillips, J. L. (2019) · Pain Medicine · doi:10.1093/pm/pnz218 · Cited by 11 · see citing works
Madill, E. S., Samuels, R., Newman, D. P., Boudreaux-Kelly, M. Y., & Weiner, D. K. (2019) · Pain Medicine · doi:10.1093/pm/pnz088 · Cited by 13 · see citing works
Lang, E. V., Jackson, W., Senn, P., Aroni, D. K. K., Finkelman, M., Corino, T. A., Conway, G., & Kulich, R. J. (2021) · International Journal of Clinical and Experimental Hypnosis · doi:10.1080/00207144.2021.1883988 · Cited by 11 · see citing works
An Interactive Pain Application (MServ) Improves Postoperative Pain Management
Gordon-Williams, R., Trigo, A., Bassett, P., Williams, A. C. D. C., Cone, S., Lees, M., & Brandner, B. (2021) · Pain Research and Management · doi:10.1155/2021/8898170 · Cited by 11 · see citing works
Feasibility of an online health intervention for Latinas with chronic pain.
Pagan‐Ortiz, M. E., & Cortés, D. E. (2020) · Rehabilitation Psychology · doi:10.1037/rep0000341 · Cited by 11 · see citing works
Digital therapeutics in pain medicine
Lee, H. (2021) · The Korean journal of pain · doi:10.3344/kjp.2021.34.3.247 · Cited by 11 · see citing works
Eiken, A.-G., Nordanger, D. Ø., Nes, L. S., & Varsi, C. (2022) · JMIR Formative Research · doi:10.2196/34458 · Cited by 11 · see citing works
Madi, D., Doumit, M. A. A., Hallal, M., & Moubarak, M. M. (2023) · BMC Nursing · doi:10.1186/s12912-023-01461-z · Cited by 11 · see citing works
Needs and Demands for eHealth Pain Management Interventions in Chronic Pain Patients
Stoppok, P., Frewer, A.-L., Schweda, A., Geiger, S., Skoda, E., Müßgens, D., Bingel, U., Teufel, M., & Bäuerle, A. (2023) · Journal of Personalized Medicine · doi:10.3390/jpm13040675 · Cited by 10 · see citing works
Tokede, O. A., Yansane, A., Ibarra-Noriega, A., Mullins, J. M., Simmons, K. L., Skourtes, N., Mehta, U., Tungare, S., Holmes, D., White, J. M., et al. (2023) · JMIR mhealth and uhealth · doi:10.2196/49677 · Cited by 9 · see citing works
Scala, L., Giglioni, G., Bertazzoni, L., & Bonetti, F. (2024) · Life · doi:10.3390/life14060760 · Cited by 9 · see citing works
Effect of a Mobile Health App on Adherence to Physical Health Treatment: Retrospective Analysis
Greenstein, J. S., TOPP, R. V., Etnoyer-Slaski, J. L., Staelgraeve, M., & McNulty, J. (2021) · JMIR Rehabilitation and Assistive Technologies · doi:10.2196/31213 · Cited by 9 · see citing works
Mwase, C., Nkhoma, K. B., & Allsop, M. J. (2022) · Digital Health · doi:10.1177/20552076221133707 · Cited by 9 · see citing works
Hussein, A., Moullin, J. C., Stafford, A. C., Hughes, J., & Quested, E. (2024) · Ageing International · doi:10.1007/s12126-024-09577-6 · Cited by 9 · see citing works
Lee, J. M., Woon, R., Ramsum, M., Halperin, D. S., & Jain, R. (2022) · JMIR Human Factors · doi:10.2196/35134 · Cited by 8 · see citing works
Solberg Nes, L., Børøsund, E., Varsi, C., Eide, H., Waxenberg, L. B., Weiss, K. E., Morrison, E. J., Støle, H. S., Kristjansdottir, Ó. B., Bostrøm, K., et al. (2024) · Pain Reports · doi:10.1097/pr9.0000000000001174 · Cited by 7 · see citing works
Kheirinejad, S., Alorwu, A., Visuri, A., & Hosio, S. J. (2022) · JMIR Human Factors · doi:10.2196/38265 · Cited by 7 · see citing works
A Review of Chronic Pain and Device Interventions: Benefits and Future Directions
Stark, C. W., Isaamullah, M., Hassan, S. S., Dyara, O., & Abd-Elsayed, A. A. (2022) · Pain and Therapy · doi:10.1007/s40122-022-00470-1 · Cited by 7 · see citing works
Lin, I.-I., Chen, Y.-L., & Chuang, L.-L. (2021) · JMIR Formative Research · doi:10.2196/28040 · Cited by 6 · see citing works
Grasaas, E., Helseth, S., Fegran, L., Stinson, J., Småstuen, M. C., Lalloo, C., & Haraldstad, K. (2022) · Pilot and Feasibility Studies · doi:10.1186/s40814-022-01113-0 · Cited by 7 · see citing works
Technological Interventions for Pain Management
Suso-Ribera, C., Castilla, D., Martínez-Borba, V., Jaén, I., Botella, C., Baños, R. M., & García-Palacios, A. (2022) · Comprehensive Clinical Psychology · doi:10.1016/b978-0-12-818697-8.00009-1 · Cited by 6 · see citing works
Zou, H., Liu, M., Lu, Z., Wang, J., & Zhao, P. (2025) · Journal of Orthopaedic and Sports Physical Therapy · doi:10.2519/jospt.2025.13366 · Cited by 6 · see citing works
Tseli, E., Sjöberg, V., Björk, M., Äng, B. O., & Vixner, L. (2023) · PLoS ONE · doi:10.1371/journal.pone.0282780 · Cited by 7 · see citing works
App-Based Pain Management and Opioid Education Program for Patients in Clinic Waiting Rooms
Highland, K. B., Giordano, N. A., Kirk, K., Rojas, W., Robinson-Morris, L., & Krzyzek, M. A. (2020) · Pain Management Nursing · doi:10.1016/j.pmn.2020.10.007 · Cited by 6 · see citing works
The Healing Hearts at Home© Mobile Application Usability and Influence on Parental Perceived Stress
Miller, V. A., Newcombe, J. B., Radovich, P., Johnston, F., Medina, E., Jr., & Nelson, A. P. (2021) · International Journal of E-Health and Medical Communications · doi:10.4018/ijehmc.20210501.oa6 · Cited by 6 · see citing works
Khalili‐Mahani, N., Woods, S., Holowka, E. M., Pahayahay, A., & Roy, M. (2022) · Frontiers in Rehabilitation Sciences · doi:10.3389/fresc.2022.942822 · Cited by 6 · see citing works
Kawi, J., Yeh, C. H., Grant, L., Huang, X., Wu, H., Hua, C., & Christo, P. J. (2024) · Complementary Therapies in Medicine · doi:10.1016/j.ctim.2024.103030 · Cited by 5 · see citing works
Palfai, T. P., Morone, N. E., Kratzer, M. P. L., Murray, G. E., Otis, J. D., Maisto, S. A., & Rowland, B. H. P. (2024) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2024.111121 · Cited by 5 · see citing works
Simmich, J., Ross, M. H., Andrews, N. E., Vaezipour, A., & Russell, T. G. (2023) · JMIR mhealth and uhealth · doi:10.2196/46881 · Cited by 5 · see citing works
Semerci, R., Savaş, E. H., & Kudubeş, A. A. (2024) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2024.07.006 · Cited by 5 · see citing works
Castor, C., Björk, M., Bai, J., Berlin, H., Kristjánsdóttir, G., Kristjánsdóttir, Ó., Hansson, H., Höök, A., Stenström, P., & Nilsson, S. (2023) · Paediatric and Neonatal Pain · doi:10.1002/pne2.12102 · Cited by 4 · see citing works
Bashi, N. G. G., Varnfield, M., & Karunanithi, M. (2020) · JMIR Formative Research · doi:10.2196/17542 · Cited by 5 · see citing works
Lim, A., Merner, B., Iyer, S. N., & McCullough, M. J. (2025) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzaf024 · Cited by 4 · see citing works
Evenepoel, M., Dijck, S. V., Meeus, M., Dams, L., Haenen, V., Devoogdt, N., Roussel, N. A., & Groef, A. D. (2023) · Scandinavian Journal of Pain · doi:10.1515/sjpain-2022-0115 · Cited by 4 · see citing works
Feasibility trial of a self-help digital intervention for functional cognitive disorder
Cabreira, V., Frostholm, L., Stone, J., & Carson, A. J. (2025) · Brain Communications · doi:10.1093/braincomms/fcaf248 · Cited by 4 · see citing works
Supporting Communication Vulnerable Children to Communicate Their Pain
Johnson, E. (2020) · IntechOpen eBooks · doi:10.5772/intechopen.93588 · Cited by 4 · see citing works
Integrated Platform for the Management of Chronic Low Back Pain
Kampusch, S., Edegger, K., Mayr, P., Le, V. H., Kaniušas, E., Zeiner, K., & Kreiner, K. (2022) · Studies in health technology and informatics · doi:10.3233/shti220378 · Cited by 4 · see citing works
Svanholm, F., Turesson, C., Löfgren, M., & Björk, M. (2023) · JMIR Human Factors · doi:10.2196/46878 · Cited by 4 · see citing works
TOPP, R. V., Greenstein, J. S., & Etnoyer-Slaski, J. L. (2023) · JMIR Rehabilitation and Assistive Technologies · doi:10.2196/43507 · Cited by 3 · see citing works
Ali, S. M., Gambin, A., Chadwick, H., Dixon, W. G., Crawford, A. S., & van der Veer, S. N. (2024) · International Journal for Equity in Health · doi:10.1186/s12939-024-02299-w · Cited by 3 · see citing works
Ramalho, B., Vicente, M., Escobar, H., Gama, S. P., Diniz, J. A., Charisis, V. S., Hadjileontiadis, L. J., & Dias, S. B. (2024) · International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion (DSAI) · doi:10.1145/3696593.3696603 · Cited by 3 · see citing works
Design framework for the development of tailored behavior change technologies
Debackere, F., Clavel, C., Rören, A., Tran, V.-T., Messai, Y., Rannou, F., Nguyen, C., & Martin, J. (2023) · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · doi:10.1145/3563359.3596984 · Cited by 3 · see citing works
Yoon, S., Yoon, S., Jeong, D. S., Lee, M., Lee, E., Cho, Y. J., & Lee, H. (2024) · Anesthesia and Pain Medicine · doi:10.17085/apm.24059 · Cited by 3 · see citing works
Turesson, C., Liedberg, G., Vixner, L., Löfgren, M., & Björk, M. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-060452 · Cited by 3 · see citing works
Strand, E. B., Varsi, C., Børøsund, E., Eide, H., Schreurs, K. M. G., Waxenberg, L. B., Weiss, K. E., Morrison, E. J. P., Støle, H. S., Kristjánsdóttir, Ó. B., et al. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1540852 · Cited by 2 · see citing works
Debackere, F., Clavel, C., Rören, A., Rannou, F., Nguyen, C., Tran, V.-T., Messai, Y., & Martin, J. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713224 · Cited by 2 · see citing works
Garg, R., & James, K. S. (2025) · Journal of international oral health · doi:10.4103/jioh.jioh_139_24 · Cited by 3 · see citing works
- Authors
- Thurnheer, S. E., Gravestock, I., Pichierri, G., Steurer, J., & Burgstaller, J. M.
- Affiliations
- University of Zurich (CH)
- Corresponding author
- Thurnheer, Simon E
- Venue
- JMIR mHealth and uHealth
- Publisher
- JMIR Publications Inc.
- Published
- 2018-10-22
- Volume
- 6
- Issue
- 10
- Pages
- e11231
- ISSN
- 2291-5222 (ISSN-L)
- PMC
- PMC6231845
- OpenAlex
- W2897973573
- Cited by
- 160
- References
- 44
- Citations by year
- 2026: 11 · 2025: 22 · 2024: 18 · 2023: 22 · 2022: 25 · 2021: 25 · 2020: 22 · 2019: 15
- FWCI
- 2.82
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JMIR mhealth and uhealth (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, cc-by)
- Funders
- Universität Zürich
- Helmut Horten Stiftung
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Medicine › Pharmacology › Musculoskeletal pain and rehabilitation
- Keywords
- mobile health apps, pain management, mobile application, tablet application, pain intensity, quality of life, app usability, patient acceptance
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.
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