Interactive sections of an Internet-based intervention increase empowerment of chronic back pain patients: randomized controlled trial
Open accessAbstract
BACKGROUND: Chronic back pain (CBP) represents a significant public health problem. As one of the most common causes of disability and sick leave, there is a need to develop cost-effective ways, such as Internet-based interventions, to help empower patients to manage their disease. Research has provided evidence for the effectiveness of Internet-based interventions in many fields, but it has paid little attention to the reasons why they are effective. OBJECTIVE: This study aims to assess the impact of interactive sections of an Internet-based self-management intervention on patient empowerment, their management of the disease, and, ultimately, health outcomes. METHODS: A total of 51 patients were recruited through their health care providers and randomly assigned to either an experimental group with full access to the Internet-based intervention or a control group that was denied access to the interactive sections and knew nothing thereof. The intervention took 8 weeks. A baseline, a mid-term after 4 weeks, and a final assessment after 8 weeks measured patient empowerment, physical exercise, medication misuse, and pain burden. RESULTS: All patients completed the study. Overall, the intervention had a moderate effect (F1.52=2.83, P=.03, η(2)=0.30, d=0.55). Compared to the control group, the availability of interactive sections significantly increased patient empowerment (midterm assessment: mean difference=+1.2, P=.03, d=0.63; final assessment: mean difference=+0.8, P=.09, d=0.44) and reduced medication misuse (midterm assessment: mean difference=-1.5, P=.04, d=0.28; final assessment: mean difference=-1.6, P=.03, d=-0.55) in the intervention group. Both the frequency of physical exercise and pain burden decreased, but to equal measures in both groups. CONCLUSIONS: Results suggest that interactive sections as part of Internet-based interventions can positively alter patients' feelings of empowerment and help prevent medication misuse. Detrimental effects were not observed. TRIAL REGISTRATION: ClinicalTrials.gov: NCT02114788; http://www.clinicaltrials.gov/ct2/show/NCT02114788 (Archived by WebCite at http://www.webcitation.org/6ROXYVoPR).
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?
In two studies, changes in illness-related outcomes were also associated with a positive influence on patient empowerment.
“In two studies these changes were also associated with a positive influence on patient empowerment (Allam et al., 2015, Riva et al., 2014).”
From Gamification for health and wellbeing: A systematic review of the literature (2016) · cites this paper as Riva et al., 2014
The Results report that interactive website sections increased empowerment and reduced medication misuse among chronic back pain patients. They do not establish that changes in illness-related outcomes were themselves associated with changes in empowerment; both were measured as outcomes of the intervention. (LLM, conf=0.82)
Experimental — accuracy not yet measuredRiva et al. (2014) found a positive impact of points (with leaderboards) on outcomes related to chronic back pain, including reduced medication misuse, lowered pain burden, and increased exercise.
“Riva et al. (2014) similarly found a positive impact of points (with leaderboards) on outcomes related to chronic back pain, including reduced medication misuse, lowered pain burden, and increased exercise.”
From Gamification for health and wellbeing: A systematic review of the literature (2016) · cites this paper as Riva et al. (2014)
The ONESELF Website section describes quiz points and a ranking visible to participants, but the study tested interactive features as a package, not the separate effect of points or rankings. The Results report reduced medication misuse in the interactive group; physical exercise declined in both groups, and pain burden fell equally in both groups. Thus the claimed increases in exercise and intervention-specific reduction in pain burden are not supported. (LLM, conf=0.90)
Experimental — accuracy not yet measuredGamification was found to have a positive influence on healthcare utilization, reduction of medication misuse, and blood glucose monitoring.
“Gamification was found to have a positive influence on healthcare utilization (Allam et al., 2015), the reduction of medication misuse (Allam et al., 2015, Riva et al., 2014) and blood glucose monitoring (Cafazzo et al., 2012).”
From Gamification for health and wellbeing: A systematic review of the literature (2016) · cites this paper as Riva et al., 2014
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
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007) · Behavior Research Methods · doi:10.3758/bf03193146 · Cited by 65,971 · see citing works
Coefficient Alpha and the Internal Structure of Tests
Cronbach, L. J. (1951) · Psychometrika · doi:10.1007/bf02310555 · Cited by 43,931 · see citing works
Self-efficacy: Toward a unifying theory of behavioral change
Bandura, A. (1977) · Psychological Review · doi:10.1037/0033-295x.84.2.191 · Cited by 43,925 · see citing works
Ryan, R. M., & Deci, E. L. (2000) · American Psychologist · doi:10.1037//0003-066x.55.1.68 · Cited by 27,815 · see citing works
Self-efficacy: Toward a unifying theory of behavioral change
Bandura, A. (1978) · Advances in Behaviour Research and Therapy · doi:10.1016/0146-6402(78)90002-4 · Cited by 10,586 · see citing works
Cohen, J. (1992) · Psychological Bulletin · doi:10.1037//0033-2909.112.1.155 · Cited by 8,771 · see citing works
Vos, T., Flaxman, A. D., Naghavi, M., Lozano, R., Michaud, C., Ezzati, M., Shibuya, K., Salomon, J. A., Abdalla, S., Aboyans, V., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61729-2 · Cited by 8,291 · see citing works
Defining virtual reality: Dimensions determining telepresence
Steuer, J. (1992) · Journal of Communication · doi:10.1111/j.1460-2466.1992.tb00812.x · Cited by 5,459 · see citing works
Does Gamification Work? -- A Literature Review of Empirical Studies on Gamification
Hamari, J., Koivisto, J., & Sarsa, H. (2014) · 2014 47th Hawaii International Conference on System Sciences · doi:10.1109/hicss.2014.377 · Cited by 5,201 · see citing works
The Empowerment Process: Integrating Theory and Practice
Conger, J. A., & KANUNGO, R. N. (1988) · Academy of Management Review · doi:10.5465/amr.1988.4306983 · Cited by 4,313 · see citing works
Patient Self-management of Chronic Disease in Primary Care
Bodenheimer, T. (2002) · JAMA · doi:10.1001/jama.288.19.2469 · Cited by 3,598 · cited 2× · see citing works
“Despite the positive outcomes of these interventions, research has also identified some limitations of assessments of Internet-based interventions [16,17].”
Epidemiological features of chronic low-back pain
Andersson, G. B. (1999) · The Lancet · doi:10.1016/s0140-6736(99)01312-4 · Cited by 3,181 · see citing works
Cognitive Elements of Empowerment: An "Interpretive" Model of Intrinsic Task Motivation
Thomas, K. W., & Velthouse, B. A. (1990) · Academy of Management Review · doi:10.2307/258687 · Cited by 3,163 · see citing works
Grading the severity of chronic pain
Von Korff, M., Ormel, J., Keefe, F. J., & Dworkin, S. F. (1992) · Pain · doi:10.1016/0304-3959(92)90154-4 · Cited by 3,022 · see citing works
Deci, E. L. (1975) · doi:10.1007/978-1-4613-4446-9 · Cited by 2,911 · see citing works
Psychological empowerment: Issues and illustrations
Zimmerman, M. A. (1995) · American Journal of Community Psychology · doi:10.1007/bf02506983 · Cited by 2,317 · see citing works
Eysenbach, G., & CONSORT-EHEALTH Group (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1923 · Cited by 1,863 · see citing works
Empowerment theory, research, and application
Perkins, D. D., & Zimmerman, M. A. (1995) · American Journal of Community Psychology · doi:10.1007/bf02506982 · Cited by 1,509 · see citing works
Wendel‐Vos, W. (2003) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(03)00220-8 · Cited by 1,407 · see citing works
A Holistic Framework to Improve the Uptake and Impact of eHealth Technologies
van Gemert-Pijnen, J. E., Nijland, N., van Limburg, M., Ossebaard, H. C., Kelders, S. M., Eysenbach, G., & Seydel, E. R. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1672 · Cited by 1,126 · see citing works
Oxford Handbook of Internet Psychology
(2012) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199561803.001.0001 · Cited by 1,122 · see citing works
Wantland, D. J., Portillo, C. J., Holzemer, W. L., Slaughter, R., & McGhee, E. M. (2004) · Journal of Medical Internet Research · doi:10.2196/jmir.6.4.e40 · Cited by 966 · see citing works
WHO Regional Office for Europe
Tsechkovski, M. S. (1993) · The Lancet · doi:10.1016/0140-6736(93)91122-3 · Cited by 873 · see citing works
Israel, B., Checkoway, B., Schulz, A., & Zimmerman, M. (1994) · Health Education Quarterly · doi:10.1177/109019819402100203 · Cited by 830 · see citing works
The Delivery of Public Health Interventions via the Internet: Actualizing Their Potential
Bennett, G. G., & Glasgow, R. E. (2009) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.031308.100235 · Cited by 800 · see citing works
Interactive Health Communication Applications for people with chronic disease
Murray, E., Burns, J., See Tai, S., Lai, R., & Nazareth, I. (2005) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004274.pub4 · Cited by 722 · see citing works
Computer-tailored health interventions delivered over the web: Review and analysis of key components
Lustria, M. L. A., Cortese, J., Noar, S. M., & Glueckauf, R. L. (2009) · Patient Education and Counseling · doi:10.1016/j.pec.2008.08.023 · Cited by 566 · see citing works
ZIEBLAND, S., & WYKE, S. (2012) · The Milbank Quarterly · doi:10.1111/j.1468-0009.2012.00662.x · Cited by 554 · see citing works
Meta-analysis of internet-delivered interventions to increase physical activity levels
Davies, C. A., Spence, J. C., Vandelanotte, C., Caperchione, C. M., & Mummery, W. (2012) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-9-52 · Cited by 488 · see citing works
Schulz, P. J., & Nakamoto, K. (2012) · Patient Education and Counseling · doi:10.1016/j.pec.2012.09.006 · Cited by 464 · see citing works
Past, present, and future of computer-tailored nutrition education
Brug, J., Oenema, A., & Campbell, M. (2003) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/77.4.1028s · Cited by 392 · see citing works
Downes, E. J., & McMillan, S. J. (2000) · New Media & Society · doi:10.1177/14614440022225751 · Cited by 338 · see citing works
Internet Methods for Delivering Behavioral and Health-Related Interventions (eHealth)
Strecher, V. J. (2007) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.3.022806.091428 · Cited by 277 · see citing works
Schulz, A. J., Israel, B. A., Zimmerman, M. A., & Checkoway, B. N. (1995) · Health Education Research · doi:10.1093/her/10.3.309 · Cited by 255 · see citing works
Internet-Based Mental Health Interventions
Ybarra, M. L., & Eaton, W. W. (2005) · Mental Health Services Research · doi:10.1007/s11020-005-3779-8 · Cited by 241 · see citing works
Successes of a National Study of the Chronic Disease Self-Management Program
Ory, M. G., Ahn, S., Jiang, L., Smith, M. L., Ritter, P. L., Whitelaw, N., & Lorig, K. R. (2013) · Medical Care · doi:10.1097/mlr.0b013e3182a95dd1 · Cited by 222 · see citing works
Interactive Policy Learning through Confidence-Based Autonomy
Chernova, S., & Veloso, M. (2009) · Journal of Artificial Intelligence Research · doi:10.1613/jair.2584 · Cited by 218 · see citing works
The development of computer-generated tailored interventions
Dijkstra, A., & de Vries, H. (1999) · Patient Education and Counseling · doi:10.1016/s0738-3991(98)00135-9 · Cited by 216 · see citing works
A review of computer and Internet-based interventions for smoking behavior
Walters, S. T., Wright, J. A., & Shegog, R. (2005) · Addictive Behaviors · doi:10.1016/j.addbeh.2005.05.002 · Cited by 191 · see citing works
Ahn, S., Basu, R., Smith, M. L., Jiang, L., Lorig, K. R., Whitelaw, N., & Ory, M. G. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-1141 · Cited by 179 · see citing works
Oenema, A., Tan, F., & Brug, J. (2005) · Annals of Behavioral Medicine · doi:10.1207/s15324796abm2901_8 · Cited by 170 · see citing works
An Online Self-help CBT Intervention for Chronic Lower Back Pain
Carpenter, K. M., Stoner, S. A., Mundt, J. M., & Stoelb, B. (2012) · The Clinical Journal of Pain · doi:10.1097/ajp.0b013e31822363db · Cited by 157 · see citing works
Social psychology of interactivity in human-website interaction
Sundar, S. S. (2012) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199561803.013.0007 · Cited by 153 · see citing works
Long-term trajectories of back pain: cohort study with 7-year follow-up
Dunn, K. M., Campbell, P., & Jordan, K. P. (2013) · BMJ Open · doi:10.1136/bmjopen-2013-003838 · Cited by 150 · see citing works
Stinson, J., McGrath, P., Hodnett, E., Feldman, B., Duffy, C., Huber, A., Tucker, L., Hetherington, R., Tse, S., Spiegel, L., et al. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1349 · Cited by 130 · see citing works
Hendrick, P. A., Milosavljevic, S., Hale, L. A., Hurley, D. A., McDonough, S., Ryan, B., & Baxter, D. G. (2010) · European Spine Journal · doi:10.1007/s00586-010-1616-2 · Cited by 123 · see citing works
Self-management of chronic low back pain and osteoarthritis
May, S. (2010) · Nature Reviews Rheumatology · doi:10.1038/nrrheum.2010.26 · Cited by 103 · see citing works
Issues in evaluating health websites in an Internet-based randomized controlled trial
Eysenbach, G. (2002) · Journal of Medical Internet Research · doi:10.2196/jmir.4.3.e17 · Cited by 99 · cited 3× · see citing works
“The results of these studies are promising and indicate that Internet-based interventions are effective in improving self-management skills and self-help capabilities, and they represent a cost-effective alternative to traditional health care services [9].”
The components of action planning and their associations with behavior and health outcomes
Lorig, K. R., Laurent, D. D., Plant, K., Krishnan, E., & Ritter, P. L. (2013) · Chronic Illness · doi:10.1177/1742395313495572 · Cited by 99 · see citing works
Schulz, P. J., & Nakamoto, K. (2013) · Patient Education and Counseling · doi:10.1016/j.pec.2013.05.002 · Cited by 84 · see citing works
Iles, R., Taylor, N. F., Davidson, M., & O’Halloran, P. (2011) · Journal of physiotherapy · doi:10.1016/s1836-9553(11)70053-4 · Cited by 77 · see citing works
Camerini, L., Schulz, P. J., & Nakamoto, K. (2012) · Patient Education and Counseling · doi:10.1016/j.pec.2012.08.005 · Cited by 75 · see citing works
Martorella, G., Côté, J., Racine, M., & Choinière, M. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.2070 · Cited by 65 · see citing works
Self-management of chronic low back pain: An exploration of the impact of a patient-centered website
Zufferey, M. C., & Schulz, P. J. (2009) · Patient Education and Counseling · doi:10.1016/j.pec.2009.01.016 · Cited by 62 · see citing works
A Preliminary Mixed-Method Investigation of Trust and Hidden Signals in Medical Consultations
Riva, S., Monti, M., Iannello, P., Pravettoni, G., Schulz, P. J., & Antonietti, A. (2014) · PLoS ONE · doi:10.1371/journal.pone.0090941 · Cited by 61 · see citing works
Camerini, L., & Schulz, P. J. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1953 · Cited by 51 · see citing works
Camerini, A.-L., Camerini, A.-L., & Schulz, P. J. (2013) · Patient Education and Counseling · doi:10.1016/j.pec.2013.04.007 · Cited by 47 · see citing works
Schulz, P. J., Hartung, U., & Riva, S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0078029 · Cited by 43 · see citing works
Riva, S., Monti, M., Iannello, P., & Antonietti, A. (2012) · PLoS ONE · doi:10.1371/journal.pone.0048297 · Cited by 31 · see citing works
Toward combining autonomy and interactivity for social robots
Mohammad, Y. F. O., & Nishida, T. (2009) · AI & Society · doi:10.1007/s00146-009-0196-3 · Cited by 28 · see citing works
Eysenbach, G. (2000) · Journal of Medical Internet Research · doi:10.2196/jmir.2.suppl2.e13 · Cited by 19 · see citing works
Prescription drug fatalities among women in rural Virginia: A study of medical examiner cases
Wunsch, M. J., Nakamoto, K., Nuzzo, P. A., Behonick, G. S., Massello, W., & WALSH, S. L. (2018) · Journal of Opioid Management · doi:10.5055/jom.2009.0025 · Cited by 13 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [38]Bodenheimer T Lorig K Holman H Grumbach K Patient self-management of chronic disease in primary care JAMA 2002 11 20 288 19 2469 75 12435261 12435261
Cited by
Sorted by citations
The Rise of Motivational Information Systems: A Review of Gamification Research
Koivisto, J., & Hamari, J. (2017) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2018.10.013 · Cited by 1,944 · see citing works
Gamification for health and wellbeing: A systematic review of the literature
Johnson, D., Deterding, S., Kuhn, K.-A., Staneva, A., Stoyanov, S., & Hides, L. (2016) · Internet Interventions · doi:10.1016/j.invent.2016.10.002 · Cited by 1,237 · see citing works
“Working out for likes”: An empirical study on social influence in exercise gamification
Hamari, J., & Koivisto, J. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2015.04.018 · Cited by 473 · see citing works
Personalizing Persuasive Strategies in Gameful Systems to Gamification User Types
Orji, R., Tondello, G. F., & Nacke, L. E. (2018) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3173574.3174009 · Cited by 230 · see citing works
Alahäivälä, T., & B, H. O.-K. A. (2016) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2016.02.006 · Cited by 188 · see citing works
Xu, L., Shi, H., Shen, M., Ni, Y., Zhang, X., Pang, Y., Yu, T., Lian, X., Yu, T., Yang, X., et al. (2022) · JMIR mHealth and uHealth · doi:10.2196/27794 · Cited by 161 · see citing works
Dario, A. B., Moreti Cabral, A., Almeida, L., Ferreira, M. L., Refshauge, K., Simic, M., Pappas, E., & Ferreira, P. H. (2017) · The Spine Journal · doi:10.1016/j.spinee.2017.04.008 · Cited by 163 · see citing works
Jang, S., Kitchen, P., & Kim, J. (2018) · Journal of Business Research · doi:10.1016/j.jbusres.2018.07.056 · Cited by 161 · see citing works
Gamification for educational purposes: What are the factors contributing to varied effectiveness?
Luo, Z. (2021) · Education and Information Technologies · doi:10.1007/s10639-021-10642-9 · Cited by 186 · see citing works
Adamse, C., Dekker-Van Weering, M. G., van Etten-Jamaludin, F. S., & Stuiver, M. M. (2018) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x17716576 · Cited by 115 · see citing works
Hewitt, S., Sephton, R., & Yeowell, G. (2020) · Journal of Medical Internet Research · doi:10.2196/15617 · Cited by 116 · see citing works
Web-Based Interventions for Chronic Back Pain: A Systematic Review
Garg, S., Garg, D., Turin, T. C., & Chowdhury, M. F. U. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.4932 · Cited by 115 · see citing works
Perrot, S., Cittée, J., Louis, P., Quentin, B., Robert, C., Milon, J., Bismut, H., & Baumelou, A. (2019) · European Journal of Pain · doi:10.1002/ejp.1459 · Cited by 113 · see citing works
Vugts, M. A. P., Joosen, M. C. W., van der Geer, J. E., Zedlitz, A. M. E. E., & Vrijhoef, H. J. M. (2018) · PLOS ONE · doi:10.1371/journal.pone.0196467 · Cited by 85 · see citing works
Health Care Gamification: A Study of Game Mechanics and Elements
Garett, R., & Young, S. D. (2018) · Technology Knowledge and Learning · doi:10.1007/s10758-018-9353-4 · Cited by 78 · see citing works
Winter, N., Russell, L., Ugalde, A., WHITE, V. M., & Livingston, P. M. (2022) · Journal of Medical Internet Research · doi:10.2196/30026 · Cited by 80 · see citing works
Weymann, N., Dirmaier, J., von Wolff, A., Kriston, L., & Härter, M. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.3904 · Cited by 73 · see citing works
Masiero, M., Lucchiari, C., Mazzocco, K., Veronesi, G., Maisonneuve, P., Jemos, C., Salè, E. O., Spina, S., Bertolotti, R., & Pravettoni, G. (2019) · Nicotine & Tobacco Research · doi:10.1093/ntr/nty047 · Cited by 65 · see citing works
How to empower patients? A systematic review and meta-analysis
Werbrouck, A., Swinnen, E., Kerckhofs, E., Buyl, R., Beckwée, D., & Wit, L. D. (2018) · Translational Behavioral Medicine · doi:10.1093/tbm/iby064 · Cited by 66 · see citing works
Ziadni, M. S., Gonzalez-Castro, L., Anderson, S., Krishnamurthy, P., & Darnall, B. D. (2021) · Journal of Medical Internet Research · doi:10.2196/29672 · Cited by 59 · see citing works
An interdisciplinary perspective on gamification: Mechanics, psychological mediators and outcomes
Helmefalk, M. (2019) · International Journal of Serious Games · doi:10.17083/ijsg.v6i1.262 · Cited by 51 · see citing works
Werneke, M. W., Deutscher, D., Hayes, D., Grigsby, D., Mioduski, J. E., & Resnik, L. J. (2022) · Physical Therapy · doi:10.1093/ptj/pzac020 · Cited by 49 · see citing works
Guarino, H., Fong, C., Marsch, L. A., Acosta, M. C., Syckes, C., Moore, S. K., Cruciani, R. A., Portenoy, R. K., Turk, D. C., & Rosenblum, A. (2017) · Pain Medicine · doi:10.1093/pm/pnx334 · Cited by 47 · see citing works
Effects of eHealth Literacy on General Practitioner Consultations: A Mediation Analysis
Schulz, P. J., Fitzpatrick, M. A., Hess, A. C., Sudbury‐Riley, L., & Hartung, U. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6317 · Cited by 45 · see citing works
Ziebart, C., McArthur, C., Lee, L., Παπαϊωάννου, Α., Laprade, J., Cheung, A. M., Jain, R., & Giangregorio, L. (2018) · Osteoporosis International · doi:10.1007/s00198-018-4390-3 · Cited by 42 · see citing works
Banerjee, A., Hendrick, P. A., Bhattacharjee, P., & Blake, H. (2017) · Patient Education and Counseling · doi:10.1016/j.pec.2017.12.002 · Cited by 40 · see citing works
Haque, M. S., Kangas, M., & Jämsä, T. (2019) · JMIR Formative Research · doi:10.2196/15083 · Cited by 39 · see citing works
Nishi, S. K., Kavanagh, M. E., Ramboanga, K., Ayoub-Charette, S., Modol, S., Dias, G. M., Kendall, C. W. C., Sievenpiper, J. L., & Chiavaroli, L. (2024) · eClinicalMedicine · doi:10.1016/j.eclinm.2024.102798 · Cited by 37 · see citing works
Audrain‐Pontevia, A., Menvielle, L., & Ertz, M. (2019) · Journal of Medical Internet Research · doi:10.2196/14006 · Cited by 37 · see citing works
Gamified Challenges in Online Weight-Loss Communities
Bojd, B., Song, X., Tan, Y., & Yan, X. (2022) · Information Systems Research · doi:10.1287/isre.2021.1081 · Cited by 36 · see citing works
Informing the development of an Internet-based chronic pain self-management program
Gogovor, A., Visca, R., Auger, C., LeBlanc, L. B., Symeonidis, I., Poissant, L., Ware, M. A., Shir, Y., Viens, N., & Ahmed, S. (2016) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2016.10.005 · Cited by 32 · see citing works
Rosser, B. A., Fisher, E., Janjua, S., Eccleston, C., Keogh, E., & Duggan, G. B. (2023) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd013863.pub2 · Cited by 31 · see citing works
Nascimento, D. P., Costa, L. O. P., Gonzalez, G. Z., Maher, C. G., & Moseley, A. M. (2019) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2019.03.024 · Cited by 30 · see citing works
Yang, H., & Li, D. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.120839 · Cited by 29 · see citing works
Andrikopoulou, E., Scott, P., Herrera, H., & Good, A. (2019) · BMJ Open · doi:10.1136/bmjopen-2018-028628 · Cited by 28 · see citing works
Value-Based Model: A New Perspective in Medical Decision-making
Riva, S., & Pravettoni, G. (2016) · Frontiers in Public Health · doi:10.3389/fpubh.2016.00118 · Cited by 28 · see citing works
Riva, S., Iannello, P., Pravettoni, G., & Antonietti, A. (2015) · Patient Preference and Adherence · doi:10.2147/ppa.s90207 · Cited by 26 · see citing works
Quality and readability of internet-based information on halitosis
Jo, J. H., Kim, E.-J., Kim, J.-R., Kim, M. J., Chung, J. W., & Park, J. W. (2017) · Oral Surgery Oral Medicine Oral Pathology and Oral Radiology · doi:10.1016/j.oooo.2017.12.001 · Cited by 28 · see citing works
Rose, J., Glazebrook, C., Wharrad, H. J., Siriwardena, A. N., Swift, J. A., Nathan, D., Weng, S. F., Atkinson, P., Ablewhite, J., McMaster, F., et al. (2019) · BMC Public Health · doi:10.1186/s12889-019-6616-5 · Cited by 21 · see citing works
Kim, M. J., Kim, J.-R., Jo, J. H., Kim, J. S., & Park, J. W. (2023) · Digital Health · doi:10.1177/20552076231154377 · Cited by 20 · see citing works
Yang, H., & Li, D. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.106805 · Cited by 19 · see citing works
Alzghoul, B. I. (2024) · The Open Public Health Journal · doi:10.2174/0118749445234806240206094335 · Cited by 19 · see citing works
Li, D., Yang, H., & Hu, Z. (2023) · Information Technology and People · doi:10.1108/itp-05-2022-0347 · Cited by 18 · see citing works
Scholz, C., Schmigalle, P., Plessen, C. Y., Liegl, G., Vajkoczy, P., Praßer, F., Rose, M., & Obbarius, A. (2023) · European Journal of Pain · doi:10.1002/ejp.2221 · Cited by 18 · see citing works
Telehealth treatment for nonspecific low back pain: A review of the current state in mobile health
TABACOF, L. R., Baker, T. S., Durbin, J. R., Desai, V., Zeng, Q., Sahasrabudhe, A., Herrera, J. E., & Putrino, D. F. (2021) · PM&R · doi:10.1002/pmrj.12738 · Cited by 17 · see citing works
Perea, E. G., Marcos, A. P., Martínez-Rodríguez, S. H., Otones-Reyes, P., & Santos, A. M. P. (2021) · Pain Management Nursing · doi:10.1016/j.pmn.2021.09.001 · Cited by 14 · see citing works
Decisions and involvement of cancer patient survivors: a moral imperative
Pravettoni, G., Cutica, I., Righetti, S., & Mazzocco, K. (2016) · Journal of Healthcare Leadership · doi:10.2147/jhl.s115434 · Cited by 14 · see citing works
Arnaboldi, P., Riva, S., Vadilonga, V., Tadini, L., Magon, G., & Pravettoni, G. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.02040 · Cited by 13 · see citing works
The Promise of Gamification in Addressing Health Challenges of the Modern World
Nishihara, T. W., Parwak, Y., Edogun, E., Park, G., & Lee, S. (2019) · Advances in medical technologies and clinical practice book series · doi:10.4018/978-1-7998-0047-7.ch006 · Cited by 13 · see citing works
Hodges, P. W., Hall, L., Setchell, J., French, S., Kasza, J., Bennell, K. L., Hunter, D. J., Vicenzino, B., Crofts, S., Dickson, C., et al. (2021) · Journal of Medical Internet Research · doi:10.2196/27860 · Cited by 13 · see citing works
Rask, M. T., Frostholm, L., Hansen, S. H., Petersen, M. W., Ørnbøl, E., & Rosendal, M. (2023) · Health Psychology Review · doi:10.1080/17437199.2022.2163917 · Cited by 12 · see citing works
Social Cognitive Theories and Electronic Health Design: Scoping Review
Grace-Farfaglia, P. (2019) · JMIR Human Factors · doi:10.2196/11544 · Cited by 11 · see citing works
Level of empowerment and decision-making style of women with epilepsy in childbirth age
Turner, K., Cutica, I., Riva, S., Zambrelli, E., Canevini, M. P., & Pravettoni, G. (2019) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2019.01.037 · Cited by 10 · see citing works
Li, M., Zhang, M., Wang, H., Pan, X., Wu, W., Zhang, Q., Liu, Y., & Zhang, H. (2016) · PubMed Central · Cited by 10 · see citing works
Schulz, P. J., Crosignani, F., & Petrocchi, S. (2023) · Journal of Medical Internet Research · doi:10.2196/40616 · Cited by 9 · see citing works
Oirschot, G. V., Pomphrey, A., Dunne, C., Murphy, K., Blood, K., & Doherty, C. (2024) · JMIR Rehabilitation and Assistive Technologies · doi:10.2196/48154 · Cited by 8 · see citing works
Personalizing health theories in persuasive game interventions to gamer types
Orji, R., Orji, F. A., Oyibo, K., & Ajah, I. A. (2018) · African Human Computer Interaction Conference (AfriCHI) · doi:10.1145/3283458.3283467 · Cited by 8 · see citing works
Yang, Q., Millette, D. M., Zhou, C., Beatty, M. J., Carcioppolo, N., & Wilson, G. (2019) · Health Communication · doi:10.1080/10410236.2019.1631992 · Cited by 7 · see citing works
Deegan, O., Fullen, B. M., Casey, M., Segurado, R., Hearty, C., & Doody, C. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-058265 · Cited by 8 · see citing works
Nes, A. A. G., Brembo, E. A., van Dulmen, S., Kristjánsdóttir, Ó. B., Wicksell, R. K., & Eide, H. (2015) · The International Journal of Person Centered Medicine · doi:10.5750/ijpcm.v4i2.457 · Cited by 7 · see citing works
Face-to-face telehealth interventions in the treatment of low back pain: A systematic review
Bise, C. G., Cupler, Z. A., Mathers, S., Turner, R. L., Sundaram, M., Catelani, M. B., Daehler, S., Popchak, A., & Schneider, M. (2022) · Complementary Therapies in Clinical Practice · doi:10.1016/j.ctcp.2022.101671 · Cited by 7 · see citing works
Gamification, mHealth and user adherence
Carvalho, R., Machado, D., & Brandão, P. (2020) · IEEE Symposium on Computers and Communications (ISCC) · doi:10.1109/iscc50000.2020.9219674 · Cited by 7 · see citing works
Aldekhyyel, R. N., Bakker, C., Pitt, M. B., & Melton, G. B. (2019) · Applied Clinical Informatics · doi:10.1055/s-0039-1694002 · Cited by 7 · see citing works
Web- and text-based interventions for smoking cessation: Meta-analysis and meta-regression
Crocamo, C., Carretta, D., Ferri, M., Dias, S., Bartoli, F., & Carrà, G. (2017) · Drugs Education Prevention and Policy · doi:10.1080/09687637.2017.1285867 · Cited by 6 · see citing works
Vitale, E., Genovese, V. V., & Allenet, B. (2021) · Education thérapeutique du patient - Therapeutic patient education · doi:10.1051/tpe/2021007 · Cited by 6 · see citing works
Froehlich-Grobe, K., Driver, S. J., & Sanches, K. D. (2016) · Rehabilitation Process and Outcome · doi:10.4137/rpo.s12339 · Cited by 5 · see citing works
Software‐based interventions for low back pain management: A systematic review and meta‐analysis
Hong, S. J., Park, J. K., Park, S., Eze, B., Dorsey, S. G., Starkweather, A. R., & Kim, K. (2023) · Journal of Nursing Scholarship · doi:10.1111/jnu.12937 · Cited by 5 · see citing works
Riva, S., Pravettoni, G., Mancuso, M. E., Santagostino, E., Djade, C. D., & Nobili, A. (2015) · Clinical Interventions in Aging · doi:10.2147/cia.s84749 · Cited by 5 · see citing works
Riva, S., Oliveri, S., Fioretti, C., Masiero, M. A., & Pravettoni, G. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00089 · Cited by 5 · see citing works
Development Challenges of a Full Integrated App in Higher Education
Pereira, A., Moreira, A. A. D. F. G., Chaló, P., Sancho, L., Varela, A., & Oliveira, C. (2016) · Advances in mobile and distance learning book series · doi:10.4018/978-1-5225-0256-2.ch001 · Cited by 5 · see citing works
Socially-Oriented Persuasive Game to Promote Disease Awareness and Prevention
Mulchandani, D., & Orji, R. (2022) · Human Behavior and Emerging Technologies · doi:10.1155/2022/9403578 · Cited by 5 · see citing works
Examining Patient Provider Communication Regarding Cost In The Glaucoma Patient Population
Slota, C., Blalock, S. J., Carpenter, D. M., Robin, A. L., Muir, K. W., & Sleath, B. L. (2014) · Value in Health · doi:10.1016/j.jval.2014.03.1673 · Cited by 4 · see citing works
Riva, S., Mazzocco, K., & Pravettoni, G. (2015) · Tumori Journal · doi:10.5301/tj.5000451 · Cited by 4 · see citing works
How to Define Trust in Medical Consultation? A New Perspective With the Game Theory Approach
S, R. S. R., Antonietti, A., & G, G. G. G. (2012) · GLOBAL JOURNAL FOR RESEARCH ANALYSIS · doi:10.15373/22778160/august2014/81 · Cited by 4 · see citing works
Gatsios, D. A., Bamiou, D., Costafreda, S. G., Georga, E. I., Kourou, K. K., Exarchos, T., Tsiouris, Κ. Μ., & Fotiadis, D. I. (2019) · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · doi:10.1007/978-3-030-31635-8_120 · Cited by 3 · see citing works
The role of playfulness in gamification for health behavior motivation
Qiu, Y. (2024) · doi:10.32657/10356/176087 · Cited by 3 · see citing works
Perrot, S., Louis, P., Milon, J., & Bismut, H. (2021) · Douleur et Analgésie · doi:10.3166/dea-2021-0147 · Cited by 2 · see citing works
Riva, S., Pravettoni, G., & Cutica, I. (2015) · Neurobehavioral HIV Medicine · doi:10.2147/nbhiv.s84838 · Cited by 2 · see citing works
Debrot, A., Kheyar, M., Efinger, L., Berthoud, L., & Pomini, V. (2022) · JMIR Research Protocols · doi:10.2196/39026 · Cited by 3 · see citing works
Debrot, A., Efinger, L., Kheyar, M., Pomini, V., & Berthoud, L. (2024) · JMIR Formative Research · doi:10.2196/57294 · Cited by 2 · see citing works
Hodges, S., Li, Y., Wu, J., Ma, L., Liu, Y., Reddy, S., Saccà, V., Walker, K. L., Chen, L. L., Camprodon, J. A., et al. (2025) · EClinicalMedicine · doi:10.1016/j.eclinm.2025.103538 · Cited by 1 · see citing works
Peolsson, A. L. C., Strid, E. N., & Peterson, G. (2024) · Journal of Occupational Rehabilitation · doi:10.1007/s10926-024-10176-0 · Cited by 1 · see citing works
Wikstrom, E. A., Jang, J., VanDeMark, L. H., Ford, C. B., & Mihalik, J. P. (2024) · International Journal of Athletic Therapy & Training · doi:10.1123/ijatt.2024-0062 · Cited by 1 · see citing works
The Conundrum of Treating Chronic Pain in Older Adults
Arnstein, P. M. (2016) · Journal of Aging Science · doi:10.4172/2329-8847.1000149
Future Directions in Telemedicine Applications for Inflammatory Bowel Disease (IBD)
van Deen, W. K., & Hommes, D. W. (2015) · Springer eBooks · doi:10.1007/978-3-319-22285-1_11
Medical decision making in selecting drugs using computer-generated virtual environments
Riva, S., & Pravettoni, G. (2014)
Evaluating the impact of Inpatient Pain Management Interactive Systems
Aldekhyyel, R. N. (2019) · University of Minnesota Digital Conservancy (University of Minnesota)
Machado, D., Carvalho, R., & Brandão, P. (2020) · Advances in medical technologies and clinical practice book series · doi:10.4018/978-1-7998-7472-0.ch016
Gorman, F., Cappelli, C., Pike, J., Sandoval, B. E., Gorman, N., Stacy, A. W., & Ames, S. L. (2020) · Journal of Medical - Clinical Research & Reviews · doi:10.33425/2639-944x.1152
Development Challenges of a Full Integrated App in Higher Education
Pereira, A., Moreira, A. A. D. F. G., Chaló, P., Sancho, L., Varela, A., & Oliveira, C. (2016) · IGI Global eBooks · doi:10.4018/978-1-5225-0778-9.ch007 · Cited by 1 · see citing works
Zhang, G., Meng, Y., Wang, J., Xia, Y., Zhang, Y., Li, X., Xu, X., & Sun, T. (2025) · doi:10.2196/preprints.81094
Nørgaard, P. B., & Petersen, M. (2025) · European Journal of Cancer Care · doi:10.1155/ecc/8896217
Marchesi, G., Rapelli, G., Roselli, G., Spina, G., Semonella, M., Andersson, G., Simpson, S., & Pietrabissa, G. (2026) · doi:10.2196/preprints.95227
Khalid, H., Basalem, N., Saleem, S., Shoaib, H., Ahmed, N., Baloch, K., Hindi, A. M. K., van der Veer, S. N., & Ali, S. M. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1954179
- Authors
- Riva, S., Camerini, A.-L., Allam, A., & Schulz, P. J.
- Affiliations
- University of Milan (IT)
- Università della Svizzera italiana (CH)
- Corresponding author
- Riva, Silvia
- Venue
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Published
- 2014-08-13
- Volume
- 16
- Issue
- 8
- Pages
- e180
- ISSN
- 1438-8871 (ISSN-L)
- PMC
- PMC4147711
- OpenAlex
- W2087425257
- Cited by
- 96
- References
- 63
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 7 · 2023: 7 · 2022: 8 · 2021: 9 · 2020: 4 · 2019: 15 · 2018: 8 · 2017: 8 · 2016: 13 · 2015: 9 · 2014: 2 · 2012: 1
- FWCI
- 7.75
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Journal of Medical Internet Research (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- St Mary's University Repository (St Mary's University Twickenham London) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Science Foundation
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (130030)
- Topics
- Health Sciences › Medicine › Pharmacology › Musculoskeletal pain and rehabilitation
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Keywords
- chronic back pain, online intervention, patient empowerment, self-management, medication misuse, physical activity, pain burden, online health interventions
- MeSH terms
- Adult, Back Pain, Female, Humans, Male, Middle Aged, Power, Psychological, Self Care, Socioeconomic Factors, Internet, Chronic Pain
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