A randomized controlled behavioral intervention trial to improve medication adherence in adult stroke patients with prescription tailored Short Messaging Service (SMS)-SMS4Stroke study
Open accessAbstract
BACKGROUND: The effectiveness of mobile technology to improve medication adherence via customized Short Messaging Service (SMS) reminders for stroke has not been tested in resource poor areas. We designed a randomized controlled trial to test the effectiveness of SMS on improving medication adherence in stroke survivors in Pakistan. METHODS: This was a parallel group, assessor-blinded, randomized, controlled, superiority trial. Participants were centrally randomized in fixed block sizes. Adult participants on multiple medications with access to a cell phone and stroke at least 4 weeks from onset (Onset as defined by last seen normal) were eligible. The intervention group, in addition to usual care, received reminder SMS for 2 months that contained a) Personalized, prescription tailored daily medication reminder(s) b) Twice weekly health information SMS. The Health Belief Model and Social Cognitive theory were used to design the language and content of messages. Frontline SMS software was used for SMS delivery. Medication adherence was self-reported and measured on the validated Urdu version of Morisky Medication Adherence Questionnaire. Multiple linear regression was used to model the outcome against intervention and other covariates. Analysis was conducted by intention-to-treat principle. RESULTS: Two hundred participants were enrolled. 38 participants were lost to follow-up. After 2 months, the mean medication score was 7.4 (95 % CI: 7.2-7.6) in the intervention group while 6.7 (95 % CI: 6.4-7.02) in the control group. The adjusted mean difference (Δ) was 0.54 (95 % CI: 0.22-0.85). The mean diastolic blood pressure in the intervention group was 2.6 mmHg (95 % CI; -5.5 to 0.15) lower compared to the usual care group. CONCLUSION: A short intervention of customized SMS can improve medication adherence and effect stroke risk factors like diastolic blood pressure in stroke survivors with complex medication regimens living in resource poor areas. TRIAL REGISTRATION: Clinicaltrials.gov NCT01986023 last accessed at https://clinicaltrials.gov/ct2/show/NCT01986023.
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 Kamal's study, having to respond to the health worker resulted in the quick 'Yes' or 'No' response message becoming routinised and not taking much of the patient's time.
“By having to respond to the health worker, this resulted in the quick ‘Yes’ or ‘No’ response message becoming routinised and did not take much of the patient’s time.”
From mHealth text and voice communication for monitoring people with chronic diseases in low-resource settings: a realist review (2018) · cites this paper as [42]
In Kamal's study, reminders and motivating education/advice information were tailored to individual patients, making patients feel they had a relationship with their health worker, even without direct patient-health worker communication.
“In Kamal’s study the reminders and motivating education/advice information were tailored to the individual patients making the patient feel they had a relationship with their health worker, even though the intervention did not have any direct patient–health worker communication.”
From mHealth text and voice communication for monitoring people with chronic diseases in low-resource settings: a realist review (2018) · cites this paper as [42]
In Kamal's study, the intervention led to a slight reduction in diastolic blood pressure.
“This led to improved adherence to medication and a slight reduction in diastolic blood pressure.”
From mHealth text and voice communication for monitoring people with chronic diseases in low-resource settings: a realist review (2018) · cites this paper as [42]
In Kamal's study, the intervention led to improved adherence to medication.
“This led to improved adherence to medication and a slight reduction in diastolic blood pressure.”
From mHealth text and voice communication for monitoring people with chronic diseases in low-resource settings: a realist review (2018) · cites this paper as [42]
Kamal's intervention was effective in increasing adherence to personalised stroke medication.
“Kamal’s intervention was effective in increasing adherence to personalised stroke medication.”
From mHealth text and voice communication for monitoring people with chronic diseases in low-resource settings: a realist review (2018) · cites this paper as [42]
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
Self-efficacy: The exercise of control
Bandura, A., Freeman, W. H., & Lightsey, R. (1999) · Journal of Cognitive Psychotherapy · doi:10.1891/0889-8391.13.2.158 · Cited by 46,835 · see citing works
Self-efficacy: the exercise of control
(1997) · Choice Reviews Online · doi:10.5860/choice.35-1826 · Cited by 24,409 · see citing works
Social Cognitive Theory: An Agentic Perspective
Bandura, A. (2001) · Annual Review of Psychology · doi:10.1146/annurev.psych.52.1.1 · Cited by 15,510 · see citing works
Lozano, R., Naghavi, M., Foreman, K., Lim, S., Shibuya, K., Aboyans, V., Abraham, J., Adair, T., Aggarwal, R., Ahn, S. Y., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61728-0 · Cited by 14,070 · see citing works
Hao (2015) · doi:10.1002/14651858 · Cited by 11,321 · see citing works
Social Foundations of Thought and Action
Bandura, A. (2002) · SAGE Publications Ltd eBooks · doi:10.4135/9781446221129.n6 · Cited by 9,948 · see citing works
Murray, C. J. L., Vos, T., Lozano, R., Naghavi, M., Flaxman, A. D., Michaud, C., Ezzati, M., Shibuya, K., Salomon, J. A., Abdalla, S., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61689-4 · Cited by 8,888 · see citing works
Social Learning Theory and the Health Belief Model
Rosenstock, I. M., Strecher, V. J., & Becker, M. H. (1988) · Health Education Quarterly · doi:10.1177/109019818801500203 · Cited by 5,564 · see citing works
Update on Key Emerging Challenges in Cystic Fibrosis
Jennings, M. T., Riekert, K. A., & Boyle, M. (2014) · Medical Principles and Practice · doi:10.1159/000357646 · Cited by 3,667 · see citing works
The Health Belief Model and Preventive Health Behavior
Rosenstock, I. M. (1974) · Health Education Monographs · doi:10.1177/109019817400200405 · Cited by 3,643 · see citing works
Interventions for enhancing medication adherence
Nieuwlaat, R., Wilczynski, N., Navarro, T., Hobson, N., Jeffery, R., Keepanasseril, A., Agoritsas, T., Mistry, N., Iorio, A., Jack, S., et al. (2014) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd000011.pub4 · Cited by 2,945 · cited 1× · see citing works
“Interventions designed to overcome non-adherence include drug diaries, pill counters, automated reminders, patient counseling and improving social support [12–15].”
BackgroundFundamentals of Clinical Trials
Friedman, L. M., Furberg, C. D., DeMets, D. L., Reboussin, D. M., & Granger, C. B. (2015) · doi:10.1007/978-3-319-18539-2 · Cited by 2,237 · see citing works
DiMatteo, M. R. (2004) · Medical Care · doi:10.1097/01.mlr.0000114908.90348.f9 · Cited by 2,169 · see citing works
Michie, S., Ashford, S., Sniehotta, F. F., Dombrowski, S. U., Bishop, A., & French, D. P. (2011) · Psychology & Health · doi:10.1080/08870446.2010.540664 · Cited by 1,756 · see citing works
Patient Adherence and Medical Treatment Outcomes: A Meta-Analysis
Robin DiMatteo, M., Giordani, P. J., Lepper, H. S., & Croghan, T. W. (2002) · Medical Care · doi:10.1097/00005650-200209000-00009 · Cited by 1,490 · see citing works
Krishnamurthi, R., Feigin, V. L., Forouzanfar, M. H., Mensah, G. A., Connor, M., Bennett, D., Moran, A. E., Sacco, R. L., Anderson, L. M., Truelsen, T., et al. (2013) · The Lancet Global Health · doi:10.1016/s2214-109x(13)70089-5 · Cited by 1,355 · see citing works
Interventions for enhancing medication adherence
Haynes, R. B., Ackloo, E., Sahota, N., McDonald, H. P., & Yao, X. (2008) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd000011.pub3 · Cited by 1,244 · see citing works
Free, C., Phillips, G., Watson, L., Galli, L., Felix, L., Edwards, P., Patel, V., & Haines, A. (2013) · PLoS Medicine · doi:10.1371/journal.pmed.1001363 · Cited by 1,187 · see citing works
Anand, S. S., Yusuf, S., Vuksan, V., Devanesen, S., Teo, K. K., Montague, P. A., Kelemen, L. E., Yi, C., Lonn, E., Gerstein, H. C., et al. (2000) · The Lancet · doi:10.1016/s0140-6736(00)02502-2 · Cited by 1,052 · see citing works
Patient Medication Adherence: Measures in Daily Practice
Jimmy, B., & Jose, J. (2011) · Oman Medical Journal · doi:10.5001/omj.2011.38 · Cited by 956 · see citing works
A Prospective and Retrospective Look at the Diffusion Model
Rogers, E. M. (2004) · Journal of Health Communication · doi:10.1080/10810730490271449 · Cited by 777 · see citing works
Free, C., Knight, R., Robertson, S., Whittaker, R., Edwards, P., Zhou, W., Rodgers, A., Cairns, J., Kenward, M. G., & Roberts, I. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60701-0 · Cited by 728 · see citing works
Scaling Up mHealth: Where Is the Evidence?
Tomlinson, M., Rotheram-Borus, M. J., Swartz, L., & Tsai, A. C. (2013) · PLoS Medicine · doi:10.1371/journal.pmed.1001382 · Cited by 673 · see citing works
Mobile phone messaging for facilitating self-management of long-term illnesses
de Jongh, T., Gurol-Urganci, I., Vodopivec-Jamsek, V., Car, J., & Atun, R. (2012) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007459.pub2 · Cited by 599 · see citing works
Fundamentals of Clinical Trials
Friedman, L. M., Furberg, C. D., & DeMets, D. L. (2010) · Springer eBooks · doi:10.1007/978-1-4419-1586-3 · Cited by 532 · see citing works
Garber, M. C., Nau, D. P., Erickson, S. R., Aikens, J. E., & Lawrence, J. B. (2004) · Medical Care · doi:10.1097/01.mlr.0000129496.05898.02 · Cited by 519 · see citing works
Theoretical foundations of health education and health promotion
Rowling, L. (2010) · Australian and New Zealand Journal of Public Health · doi:10.1111/j.1753-6405.2010.00489.x · Cited by 494 · see citing works
New medication adherence scale versus pharmacy fill rates in seniors with hypertension.
Krousel-Wood, M. A., Islam, T., Webber, L. S., Ré, R. N., Morisky, D. E., & Muntner, P. (2009) · PubMed · Cited by 471 · see citing works
How Can We Improve Adherence to Blood Pressure–Lowering Medication in Ambulatory Care?
Schroeder, K., Fahey, T. P., & Ebrahim, S. B. J. (2004) · Archives of Internal Medicine · doi:10.1001/archinte.164.7.722 · Cited by 409 · see citing works
Human and economic burden of stroke
Carlo, A. D. (2008) · Age and Ageing · doi:10.1093/ageing/afn282 · Cited by 388 · see citing works
Medication Adherence: A Review of the Literature and Implications for Clinical Practice
Julius, R. J., Novitsky, M. A., & Dubin, W. R. (2009) · Journal of Psychiatric Practice · doi:10.1097/01.pra.0000344917.43780.77 · Cited by 301 · see citing works
A daily SMS reminder increases adherence to asthma treatment: A three-month follow-up study
Strandbygaard, U., Thomsen, S. F., & Backer, V. (2010) · Respiratory Medicine · doi:10.1016/j.rmed.2009.10.003 · Cited by 295 · see citing works
Schroeder, K., Fahey, T. P., & Ebrahim, S. B. J. (2004) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004804 · Cited by 291 · see citing works
Adherence: Comparison of Methods to Assess Medication Adherence and Classify Nonadherence
Hansen, R. A., Kim, M. M., Song, L., Tu, W., Wu, J., & Murray, M. D. (2009) · Annals of Pharmacotherapy · doi:10.1345/aph.1l496 · Cited by 274 · see citing works
Mbuagbaw, L., Thabane, L., Ongolo-Zogo, P., Lester, R., Mills, E., Smieja, M., Dolovich, L., & Kouanfack, C. (2012) · PLoS ONE · doi:10.1371/journal.pone.0046909 · Cited by 246 · see citing works
Factors Associated with Adherence to Anti-Hypertensive Treatment in Pakistan
Hashmi, S. K., Afridi, M. B., Abbas, K., Sajwani, R. A., Saleheen, D., Frossard, P. M., Ishaq, M., Ambreen, A., & Ahmad, U. (2007) · PLoS ONE · doi:10.1371/journal.pone.0000280 · Cited by 239 · see citing works
Pill Count, Self-Report, and Pharmacy Claims Data to Measure Medication Adherence in the Elderly
Grymonpre, R., Didur, C. D., Montgomery, P. R., & SITAR, D. S. (1998) · Annals of Pharmacotherapy · doi:10.1345/aph.17423 · Cited by 215 · see citing works
Stroke in South Asian countries
Wasay, M., Khatri, I. A., & Kaul, S. (2014) · Nature Reviews Neurology · doi:10.1038/nrneurol.2014.13 · Cited by 212 · see citing works
Bangsberg, D. R., Hecht, F. M., Charlebois, E. D., Chesney, M. A., & Moss, A. R. (2001) · AIDS and Behavior · doi:10.1023/a:1011396711486 · Cited by 181 · see citing works
Pakistan's health system: performance and prospects after the 18th Constitutional Amendment
Nishtar, S., Boerma, T., Amjad, S., Alam, A. Y., Khalid, F., Haq, I. U., & Mirza, Y. A. (2013) · The Lancet · doi:10.1016/s0140-6736(13)60019-7 · Cited by 176 · see citing works
Arora, S., Peters, A. L., Agy, C., & Menchine, M. D. (2012) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2011.0252 · Cited by 147 · see citing works
Bauer, S., de Niet, J. E., Timman, R., & Kordy, H. (2010) · Patient Education and Counseling · doi:10.1016/j.pec.2010.03.014 · Cited by 122 · see citing works
Developing a Questionnaire to Measure Perceived Attributes of eHealth Innovations
Atkinson, N. L. (2007) · American Journal of Health Behavior · doi:10.5993/ajhb.31.6.6 · Cited by 103 · see citing works
The burden of stroke and transient ischemic attack in Pakistan: a community-based prevalence study
Kamal, A. K., Itrat, A., Murtaza, M., Khan, M., Rasheed, A., Ali, A. A., Akber, A., Akber, Z., Iqbal, N., Shoukat, S., et al. (2009) · BMC Neurology · doi:10.1186/1471-2377-9-58 · Cited by 95 · see citing works
Self-citationImpact of a Nurse Short Message Service Intervention for Patients With Diabetes
Kim, H., Kim, N.-C., & Ahn, S. (2006) · Journal of Nursing Care Quality · doi:10.1097/00001786-200607000-00012 · Cited by 84 · see citing works
Prabhakaran, L., Chee, W. Y., Chua, K. C., Abisheganaden, J. A., & Wong, W. M. (2010) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2010.090809 · Cited by 77 · see citing works
Developing a questionnaire to measure perceived attributes of eHealth innovations.
Atkinson, N. L. (2008) · PubMed · doi:10.5555/ajhb.2007.31.6.612 · Cited by 67 · see citing works
Haug, S., Meyer, C., Dymalski, A., Lippke, S., & John, U. (2012) · BMC Public Health · doi:10.1186/1471-2458-12-51 · Cited by 66 · see citing works
A Reality Checkpoint for Mobile Health: Three Challenges to Overcome
Editors, T. P. M. (2013) · PLoS Medicine · doi:10.1371/journal.pmed.1001395 · Cited by 56 · see citing works
Mobile phone messaging telemedicine for facilitating self management of long-term illnesses
de Jongh, T. E., Gurol‐Urganci, I., Vodopivec‐Jamšek, V., Car, J., & Atun, R. A. (2008) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007459 · Cited by 52 · see citing works
Chapman, R. H., KOWAL, S. L., Cherry, S. B., Ferrufino, C. P., Roberts, C. S., & Chen, L. (2010) · Value in Health · doi:10.1111/j.1524-4733.2010.00774.x · Cited by 43 · see citing works
Drug compliance after stroke and myocardial infarction: A comparative study
Shafqat, S., Arif, H., Aijaz, B., Islam, M. M., Aftab, U., & Kumar, S. (2007) · Neurology India · doi:10.4103/0028-3886.32783 · Cited by 34 · see citing works
Self-citationKhan, M., Ahmed, B., Ahmed, M., Najeeb, M., Raza, E., Khan, F., Moin, A., Shujaat, D., Arshad, A. H., & Kamal, A. K. (2012) · BMC Research Notes · doi:10.1186/1756-0500-5-89 · Cited by 33 · see citing works
Self-citationSaleem, F., Hassali, M. A., Akmal, S., Morisky, D. E., Atif, M., Al-Qazaz, H., Masood, I., Haq, N. U., Aljadhey, H. S., & Farooqui, M. (2012) · The International Journal of Person Centered Medicine · doi:10.5750/ijpcm.v2i3.251 · Cited by 29 · see citing works
Kamal, A. K., Shaikh, Q., Pasha, O., Azam, I., Islam, M. S., Memon, A., Rehman, H., Affan, M., Nazir, S., Aziz, S., et al. (2015) · BMC Neurology · doi:10.1186/s12883-015-0413-2 · Cited by 26 · see citing works
Self-citationA Simple, Novel Method for Assessing Medication Adherence
Galloway, G. P., Coyle, J., Guillén, J. E., Flower, K., & Mendelson, J. E. (2010) · Journal of Addiction Medicine · doi:10.1097/adm.0b013e3181fcb5fd · Cited by 25 · see citing works
Pakistan: health is an opportunity to be seized
Horton, R. C. (2013) · The Lancet · doi:10.1016/s0140-6736(13)60946-0 · Cited by 22 · see citing works
Predictors of medication adherence in a hypertensive population of Pakistan
Saleem, F., Hassali, M. A., Shafie, A. A., Atif, M., & Awad, G. (2011) · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Kleindorfer, D. O., Towfighi, A., Chaturvedi, S., Cockroft, K. M., Gutierrez, J., Lombardi-Hill, D., Kamel, H., Kernan, W. N., Kittner, S. J., Leira, E. C., et al. (2021) · Stroke · doi:10.1161/str.0000000000000375 · Cited by 3,237 · see citing works
Prevention of stroke: a global perspective
Pandian, J. D., Gall, S., Kate, M. P., Silva, G. S., Akinyemi, R., Ovbiagele, B. I., Lavados, P. M., Gandhi, D. B. C., & Thrift, A. G. (2018) · The Lancet · doi:10.1016/s0140-6736(18)31269-8 · Cited by 458 · see citing works
Coorey, G., Neubeck, L., Mulley, J., & Redfern, J. (2018) · European Journal of Preventive Cardiology · doi:10.1177/2047487317750913 · Cited by 283 · see citing works
Using text message reminders in health care services: A narrative literature review
Schwebel, F. J., & Larimer, M. E. (2018) · Internet Interventions · doi:10.1016/j.invent.2018.06.002 · Cited by 238 · see citing works
Cheng, C. C., Beauchamp, A., Elsworth, G. R., & Osborne, R. H. (2020) · Journal of Medical Internet Research · doi:10.2196/18476 · Cited by 219 · see citing works
Gandapur, Y., Kianoush, S., Kelli, H. M., Misra, S., Urrea, B., Blaha, M. J., Graham, G., Marvel, F. A., & Martin, S. S. (2016) · European Heart Journal - Quality of Care and Clinical Outcomes · doi:10.1093/ehjqcco/qcw018 · Cited by 202 · see citing works
Osei, E., & Mashamba-Thompson, T. P. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e06639 · Cited by 178 · see citing works
Akinosun, A. S., Polson, R., Diaz-Skeete, Y., Kock, J. H. D., Carragher, L., Leslie, S. J., Grindle, M., & Gorely, T. (2020) · JMIR mhealth and uhealth · doi:10.2196/21061 · Cited by 161 · see citing works
Adler, A. J., Martin, N., Mariani, J. A., Tajer, C. D., Owolabi, O. O., Free, C., Serrano, N. C., Casas, J. P., & Perel, P. (2017) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd011851.pub2 · Cited by 143 · see citing works
Lu, X., Yang, H., Xia, X., Lu, X., Lin, J., Liu, F., & Gu, D. (2019) · Hypertension · doi:10.1161/hypertensionaha.119.13273 · Cited by 128 · see citing works
Pouls, B. P. H., Vriezekolk, J. E., Bekker, C. L., Linn, A. J., van Onzenoort, H. A. W., Vervloet, M., van Dulmen, S., & van den Bemt, B. J. F. (2021) · Journal of Medical Internet Research · doi:10.2196/18901 · Cited by 123 · see citing works
Mobile Phone Interventions for the Secondary Prevention of Cardiovascular Disease
Park, L. G., Beatty, A. L., Stafford, Z., & Whooley, M. (2016) · Progress in cardiovascular diseases · doi:10.1016/j.pcad.2016.03.002 · Cited by 126 · see citing works
Sarfo, F. S., Treiber, F. A., Gebregziabher, M., Adamu, S., Nichols, M. G., Singh, A., Obese, V., Sarfo‐Kantanka, O., Sakyi, A., Adu‐Darko, N., et al. (2018) · International Journal of Stroke · doi:10.1177/1747493018816423 · Cited by 116 · see citing works
Yang, Q., & Van Stee, S. K. (2019) · JMIR mHealth and uHealth · doi:10.2196/11244 · Cited by 113 · see citing works
Möllenkamp, M., Zeppernick, M., & Schreyögg, J. (2019) · Health Policy · doi:10.1016/j.healthpol.2019.09.008 · Cited by 107 · see citing works
Cho, Y.-M., Lee, S., Islam, S. M. S., & Kim, S. (2018) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2017.0249 · Cited by 106 · see citing works
Xiong, S., Berkhouse, H., Schooler, M., Pu, W., Sun, A., Gong, E., & Yan, L. L. (2018) · Current Hypertension Reports · doi:10.1007/s11906-018-0886-7 · Cited by 106 · see citing works
Current challenges of digital health interventions in Pakistan: mixed methods analysis
Kazi, A. M., Qazi, S. A., Ahsan, N., Khawaja, S., Sameen, F., Saqib, M., Khan Mughal, M. A., Wajidali, Z., Ali, S., Ahmed, R. M., et al. (2020) · Journal of Medical Internet Research · doi:10.2196/21691 · Cited by 93 · see citing works
Kassavou, A., & Sutton, S. R. (2017) · Health Psychology Review · doi:10.1080/17437199.2017.1365617 · Cited by 82 · see citing works
Attention Triggers and Investors' Risk-Taking
Arnold, M., Pelster, M., & Subrahmanyam, M. G. (2020) · Journal of Financial Economics · doi:10.1016/j.jfineco.2021.05.031 · Cited by 79 · see citing works
Steinman, L. E., Heang, H., van Pelt, M. H., Ide, N., Cui, H., Rao, M., LoGerfo, J. P., & Fitzpatrick, A. L. (2019) · JMIR mhealth and uhealth · doi:10.2196/13536 · Cited by 76 · see citing works
Improving medication adherence in patients with cardiovascular disease: a systematic review
Hines, R., Perel, P., Navarro, T., Nieuwlaat, R., Haynes, R. B., & Huffman, M. D. (2018) · Heart · doi:10.1136/heartjnl-2017-312571 · Cited by 64 · see citing works
Rehman, H., Kamal, A. K., Morris, P. B., Sayani, S., Merchant, A. T., & Virani, S. S. (2017) · Current Atherosclerosis Reports · doi:10.1007/s11883-017-0649-y · Cited by 64 · see citing works
Self-citationSelf-management of non-communicable diseases in low- and middle-income countries: A scoping review
Hearn, J., Ssinabulya, I., Schwartz, J. I., Akiteng, A. R., Ross, H. J., & Cafazzo, J. A. (2019) · PLoS ONE · doi:10.1371/journal.pone.0219141 · Cited by 63 · see citing works
Iribarren, S. J., Brown, W., Giguere, R., Stone, P., Schnall, R., Staggers, N., & Carballo-Diéguez, A. (2017) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2017.01.017 · Cited by 62 · see citing works
Arshed, M., Mahmud, A. B., Minhat, H. S., Ying, L. P., & Umer, M. F. (2023) · Diseases · doi:10.3390/diseases11010041 · Cited by 57 · see citing works
Occupational Therapy Practice Guidelines for Adults With Stroke
Hildebrand, M. W., Geller, D., & Proffitt, R. M. (2023) · American Journal of Occupational Therapy · doi:10.5014/ajot.2023.077501 · Cited by 54 · see citing works
Bhandari, B., Narasimhan, P., Jayasuriya, R., Vaidya, A., & Schutte, A. E. (2022) · Global Heart · doi:10.5334/gh.1103 · Cited by 52 · see citing works
van Olmen, J., Erwin, E., García-Ulloa, A. C., Meessen, B., Miranda, J. J., Bobrow, K., Iwelunmore, J., Nwaozuru, U., Obiezu‐Umeh, C., Smith, C. L., et al. (2020) · Wellcome Open Research · doi:10.12688/wellcomeopenres.15581.2 · Cited by 54 · see citing works
Ogungbe, O., Byiringiro, S., Adedokun-Afolayan, A., Seal, S. M., Himmelfarb, C. D., Davidson, P. M., & Commodore-Mensah, Y. Y. (2021) · Patient Preference and Adherence · doi:10.2147/ppa.s296280 · Cited by 54 · see citing works
Anstey Watkins, J., Goudge, J., Gómez-Olivé, F. X., Huxley, C., Dodd, K., & Griffiths, F. (2018) · BMJ Global Health · doi:10.1136/bmjgh-2017-000543 · Cited by 45 · see citing works
Wang, M.-Y., Shen, M.-J., Wan, L.-H., Mo, M.-M., Wu, Z., Li, L.-L., & Neidlinger, S. H. (2020) · Journal of Cardiovascular Nursing · doi:10.1097/jcn.0000000000000631 · Cited by 44 · see citing works
Kamal, A. K., Khalid, W., Muqeet, A., Jamil, A., Farhat, K., Gillani, S. R., Zulfiqar, M., Saif, M., Muhammad, A. A., Zaidi, F., et al. (2018) · PLoS ONE · doi:10.1371/journal.pone.0197671 · Cited by 43 · see citing works
Self-citationModifiable Risk Factors for Stroke and Strategies for Stroke Prevention
Towfighi, A., & Hill, V. A. (2017) · Seminars in Neurology · doi:10.1055/s-0037-1603685 · Cited by 42 · see citing works
Development and usability testing of mobile application on diet and oral health
Muhamat, N. A., Hasan, R., Saddki, N., Arshad, M., & Ahmad, M. (2021) · PLoS ONE · doi:10.1371/journal.pone.0257035 · Cited by 44 · see citing works
mHealth Interventions to Counter Noncommunicable Diseases in Developing Countries
Beratarrechea, A., Moyano, D., Irazola, V., & Rubinstein, A. (2017) · Cardiology Clinics · doi:10.1016/j.ccl.2016.08.009 · Cited by 40 · see citing works
Treskes, R. W., van der Velde, E. T., Schoones, J. W., & Schalij, M. J. (2017) · Expert Review of Medical Devices · doi:10.1080/17434440.2018.1421456 · Cited by 41 · see citing works
on behalf of the ReCAPS investigators, Cadilhac, D. A.-M., Andrew, N. E., Busingye, D., Cameron, J., Thrift, A. G., Purvis, T. L., Li, J. C., Kneebone, I., Thijs, V., et al. (2020) · Pilot and Feasibility Studies · doi:10.1186/s40814-020-00706-x · Cited by 37 · see citing works
Miao, Y., Luo, Y., Zhao, Y., Liu, M., Wang, H., & Wu, Y. X. (2024) · Journal of Medical Internet Research · doi:10.2196/58013 · Cited by 38 · see citing works
Haramiova, Z., Stasko, M., Hulín, M., Tesař, T., Kuželová, M., & Morisky, D. (2017) · Trials · doi:10.1186/s13063-017-2063-8 · Cited by 37 · see citing works
Arshed, M., Mahmud, A., Minhat, H. S., Lim, P. Y., & Zakar, R. (2024) · JMIR mhealth and uhealth · doi:10.2196/50248 · Cited by 34 · see citing works
Mahmood, A., Nayak, P., Kok, G., English, C., Natarajan, M., & Solomon, J. M. (2019) · European Journal of Physiotherapy · doi:10.1080/21679169.2019.1635641 · Cited by 32 · see citing works
Pandian, J. D., Kate, M. P., Sylaja, P. N., Khurana, D., Pamidimukkala, V., Ray, B. K., Nambiar, V., Aaron, S., Mittal, G. K., Nagarjunakonda, S., et al. (2023) · The Lancet Global Health · doi:10.1016/s2214-109x(22)00544-7 · Cited by 32 · see citing works
Eckert, M., Ebert, D. D., Lehr, D., Sieland, B., & Berking, M. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01103 · Cited by 31 · see citing works
Nili, M., Mohamed, R., & Kelly, K. M. (2020) · Translational Behavioral Medicine · doi:10.1093/tbm/ibaa020 · Cited by 31 · see citing works
User evaluation of a novel SMS-based reminder system for supporting post-stroke rehabilitation
Fors, U., Kamwesiga, J. T., Eriksson, G. M., von Koch, L., & Guidetti, S. G. E. (2019) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-019-0847-3 · Cited by 30 · see citing works
Effect of mobile application types on stroke rehabilitation: a systematic review
Szeto, S. G., Wan, H., Alavinia, M., Dukelow, S., & MacNeill, H. (2023) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-023-01124-9 · Cited by 29 · see citing works
Jarbandhan, A., Toelsie, J. R., Veeger, H. E. J., Bipat, R., Vanhees, L., & Buys, R. (2022) · PLoS ONE · doi:10.1371/journal.pone.0256455 · Cited by 29 · see citing works
Cadilhac, D. A.-M., Busingye, D., Li, J. C., Andrew, N. E., Kilkenny, M. F., Thrift, A. G., Thijs, V., Hackett, M. L., Kneebone, I., Lannin, N. A., et al. (2018) · Patient Preference and Adherence · doi:10.2147/ppa.s154581 · Cited by 29 · see citing works
Kes, D., & Polat, U. (2022) · International Journal of Nursing Practice · doi:10.1111/ijn.12995 · Cited by 28 · see citing works
Wu, Y., Liang, Y., Zhou, Q., Liu, H., Lin, G., Cai, W., Li, Y., & Gu, J. (2019) · Cancer · doi:10.1002/cncr.32043 · Cited by 27 · see citing works
Redfern, J., Tu, Q., Hyun, K. K., Hollings, M., Hafiz, N., Zwack, C. C., Free, C., Perel, P., & Chow, C. K. (2024) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd011851.pub3 · Cited by 31 · see citing works
Zeng, Z., Wu, T., Lv, M., Qian, J., Chen, M., Fang, Z., Jiang, S., & Zhang, J. (2021) · International Journal of Clinical Pharmacy · doi:10.1007/s11096-021-01351-x · Cited by 25 · see citing works
Allan, L., Beilei, L., Cameron, J., Olaiya, M. T., Silvera‐Tawil, D., Adcock, A. K., English, C., Gall, S., & Cadilhac, D. A.-M. (2023) · Stroke · doi:10.1161/strokeaha.123.043794 · Cited by 25 · see citing works
Gong, E., Gu, W., Sun, C., Turner, E. L., Zhou, Y., Li, Z., Bettger, J. P., Oldenburg, B. F., Amaya-Burns, A., Wang, Y., et al. (2018) · American Heart Journal · doi:10.1016/j.ahj.2018.08.015 · Cited by 26 · see citing works
Kringle, E. A., Setiawan, I. M. A., Golias, K. W., Parmanto, B., & Skidmore, E. R. (2019) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2019.1629113 · Cited by 25 · see citing works
Freund, M., Carey, M. L., Dilworth, S., Waller, A. E., Mansfield, E. L., Rose, A. J., Thienel, R., & Hyde, L. (2021) · Disability and Rehabilitation · doi:10.1080/09638288.2021.1913245 · Cited by 23 · see citing works
Craig, K. J. T., Fusco, N., Lindsley, K. B., Snowdon, J. L., Willis, V. C., Arriaga, Y. E., & Dankwa‐Mullan, I. (2020) · Cardiovascular Digital Health Journal · doi:10.1016/j.cvdhj.2020.11.001 · Cited by 23 · see citing works
Unal, E., Giakoumidakis, K., Khan, E., & Patelarou, E. (2018) · Heart & Lung · doi:10.1016/j.hrtlng.2018.05.009 · Cited by 22 · see citing works
Allen, M., Irizarry, T., Einhorn, J., Kamarck, T., Suffoletto, B., Burke, L. E., Rollman, B., & Muldoon, M. (2019) · Patient Education and Counseling · doi:10.1016/j.pec.2019.06.015 · Cited by 19 · see citing works
Kate, M. P., Arora, D., Verma, S. J., Sylaja, P. N., Renjith, V., Sharma, M., Pandian, J. D., & Collaborators, O. B. O. S. I. (2019) · International Journal of Stroke · doi:10.1177/1747493019895653 · Cited by 21 · see citing works
Jafree, S. R., Bukhari, N., Muzamill, A., Tasneem, F., & Fischer, F. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-045163 · Cited by 23 · see citing works
Gong, E., Gu, W., Luo, E., Tan, L., Donovan, J., Sun, C., Yang, Y., Zang, L.-K., Bao, P., & Yan, L. L. (2019) · JMIR mhealth and uhealth · doi:10.2196/15758 · Cited by 21 · see citing works
Fruhwirth, V., Berger, L. M., Gattringer, T., Fandler‐Höfler, S., Kneihsl, M., Schwerdtfeger, A. R., Weiss, E. M., Enzinger, C., & Pinter, D. (2022) · Frontiers in Neurology · doi:10.3389/fneur.2021.791545 · Cited by 21 · see citing works
Integrating the health belief model into health education programs in a clinical setting
Kam, B. S., & Lee, S. Y. (2024) · World Journal of Clinical Cases · doi:10.12998/wjcc.v12.i33.6660 · Cited by 20 · see citing works
Koh, J. J. K., Cheng, R., Yap, Y., Haldane, V., Tan, Y., Teo, K., Srivastava, A., Pei, S.-O., Perel, P., & Legido-Quigley, H. (2018) · Patient Preference and Adherence · doi:10.2147/ppa.s176256 · Cited by 21 · see citing works
Mobile Technology–Based Interventions for Stroke Self-Management Support: Scoping Review
Thompson, A. N., DAWSON, D. R., Legasto-Mulvale, J. M., Chandran, N., Tanchip, C., Niemczyk, V., Rashkovan, J., Jeyakumar, S., Wang, R. H., Cameron, J. I., et al. (2023) · JMIR mhealth and uhealth · doi:10.2196/46558 · Cited by 21 · see citing works
Adcock, A. K., Haggerty, T. S., Crawford, A., & Espinosa, C. (2021) · mHealth · doi:10.21037/mhealth-21-27 · Cited by 17 · see citing works
Ruksakulpiwat, S., Phianhasin, L., Benjasirisan, C., Ding, K., Ajibade, A., Kumar, A., & Stewart, C. (2024) · JMIR mHealth and uHealth · doi:10.2196/51526 · Cited by 17 · see citing works
Babu, V., Sylaja, P. N., Soman, B., Varma, R. P., Manju, M. S., Geethu, G., & Kumar, S. (2024) · International Journal of Stroke · doi:10.1177/17474930241245612 · Cited by 16 · see citing works
A systematic review on experimental studies about patient adherence to treatment
Folkvord, F., Roca‐Umbert, A., van Houten, K., Liefveld, A. R., Carlson, J. I., Bol, N., Krahmer, E., Beets, G., Ollerton, R. D., Turk, E., et al. (2024) · Pharmacology Research & Perspectives · doi:10.1002/prp2.1166 · Cited by 16 · see citing works
Summers, C., & Curtis, K. (2020) · JMIR Diabetes · doi:10.2196/15030 · Cited by 14 · see citing works
Kamal, A., Muqeet, A., Farhat, K., Khalid, W., Jamil, A., Gowani, A., Muhammad, A. A., Zaidi, F., Khan, D., Elahi, T., et al. (2016) · Trials · doi:10.1186/s13063-016-1244-1 · Cited by 20 · see citing works
Self-citationWali, S., Hussain‐Shamsy, N., Ross, H. J., & Cafazzo, J. A. (2019) · JMIR mhealth and uhealth · doi:10.2196/14275 · Cited by 16 · see citing works
Medication self-management interventions for persons with stroke: A scoping review
Cadel, L., Cimino, S. R., Bradley-Ridout, G., Hitzig, S. L., Patel, T., Ho, C., Packer, T. L., Lofters, A., Hahn‐Goldberg, S., McCarthy, L. M., et al. (2023) · PLoS ONE · doi:10.1371/journal.pone.0285483 · Cited by 19 · see citing works
A systematic review on eHealth technology personalization approaches
ten Klooster, I., Kip, H., van Gemert‐Pijnen, J. E. W. C., Crutzen, R., & Kelders, S. M. (2024) · iScience · doi:10.1016/j.isci.2024.110771 · Cited by 18 · see citing works
Sarfo, F. S., Ovbiagele, B., Akassi, J., & Kyem, G. (2016) · eNeurologicalSci · doi:10.1016/j.ensci.2016.12.003 · Cited by 14 · see citing works
Apps in der Sekundärprävention nach Schlaganfall
Fruhwirth, V., Enzinger, C., Weiss, E. M., Schwerdtfeger, A. R., Gattringer, T., & Pinter, D. (2019) · Wiener Medizinische Wochenschrift · doi:10.1007/s10354-019-00707-3 · Cited by 14 · see citing works
Whitley, M. D., Payán, D. D., Flórez, K. R., Williams, M. V., Wong, E. C., Branch, C. A., & Derose, K. P. (2019) · Health Informatics Journal · doi:10.1177/1460458219853408 · Cited by 14 · see citing works
Fitzpatrick, A. L., van Pelt, M. H., Heang, H., Steinman, L. E., Ide, N., Chhea, C., & LoGerfo, J. P. (2018) · JMIR Research Protocols · doi:10.2196/11614 · Cited by 13 · see citing works
Pandian, J. D., Kate, M., Verma, S., Arora, D., Sylaja, P., Padma, M., Bhatia, R., Khurana, D., Sharma, A., Ojha, P., et al. (2020) · Annals of Indian Academy of Neurology · doi:10.4103/aian.aian_639_19 · Cited by 13 · see citing works
Cameron, J., Lannin, N. A., Harris, D., Andrew, N. E., Kilkenny, M. F., Purvis, T. L., Thrift, A. G., Thayabaranathan, T., Ellery, F., Sookram, G., et al. (2022) · Pilot and Feasibility Studies · doi:10.1186/s40814-022-01197-8 · Cited by 14 · see citing works
Choi, Y. Y. C., Fineberg, M., & Kassavou, A. (2023) · Behavioral Sciences · doi:10.3390/bs13030246 · Cited by 13 · see citing works
Silvera‐Tawil, D., Cameron, J., Li, J., Varnfield, M., Allan, L., Harris, M., Lannin, N. A., Redd, C. B., & Cadilhac, D. A.-M. (2024) · Journal of Medical Internet Research · doi:10.2196/54604 · Cited by 12 · see citing works
Telehealth interventions to support self-care of stroke survivors: An integrative review
Park, H.-Y., Yeom, I., & Kim, Y. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e16430 · Cited by 13 · see citing works
Wessol, J. L., Russell, C. L., & Cheng, A. (2017) · Journal of Neuroscience Nursing · doi:10.1097/jnn.0000000000000266 · Cited by 12 · see citing works
Jamison, J., Ayerbe, L., Tanna, G. L. D., Sutton, S. R., Mant, J., & Simoni, A. D. (2018) · BMJ Open · doi:10.1136/bmjopen-2017-019874 · Cited by 12 · see citing works
Moghimi, M., Esmaeilpour, N., Karimi, Z., Zoladl, M., & Moghimi, M. A. (2018) · Iranian Journal of Psychiatry and Behavioral Sciences · doi:10.5812/ijpbs.59966 · Cited by 13 · see citing works
Gharouni, K., Ardalan, A., Araban, M., Ebrahimzadeh, F., Bakhtiar, K., Almasian, M., & Bastami, F. (2020) · BMC Public Health · doi:10.1186/s12889-020-09425-7 · Cited by 12 · see citing works
Harrison, R. M., Lapteva, E., & Bibin, A. (2024) · JMIR AI · doi:10.2196/52974 · Cited by 11 · see citing works
Lin, B., Allan, L., Cadilhac, D. A.-M., Bam, K., Kilkenny, M. F., Gall, S., Cameron, J., Beauchamp, A., Jarvis, K. A., Wang, S., et al. (2025) · Stroke · doi:10.1161/strokeaha.124.045888 · Cited by 11 · see citing works
Khonsari, S., Chandler, C., Parker, R. A., & Holloway, A. S. (2020) · Journal of Advanced Nursing · doi:10.1111/jan.14465 · Cited by 11 · see citing works
The presence of accountability in digital interventions targeting non-adherence: A review.
Christensen, R. E., Ranpariya, V., Kammrath, L. K., Masicampo, E., Roberson, K. B., & Feldman, S. (2022) · Patient Education and Counseling · doi:10.1016/j.pec.2022.01.010 · Cited by 10 · see citing works
Purvis, T. L., Busingye, D., Andrew, N. E., Kilkenny, M. F., Thrift, A. G., Li, J. C., Cameron, J., Thijs, V., Hackett, M. L., Kneebone, I., et al. (2022) · Health Expectations · doi:10.1111/hex.13584 · Cited by 10 · see citing works
Arshed, M., Zakar, R., Umer, M. F., Kiran, M., Ullah, N., Iftikhar, G., & Fischer, F. (2023) · Trials · doi:10.1186/s13063-023-07472-0 · Cited by 11 · see citing works
eHealth Interventions of Health Literacy for Stroke Survivors: Systematic Review and Meta‐Analysis
Vu, M. T. T., Ho, H. Q., & Lin, G. (2024) · Public Health Nursing · doi:10.1111/phn.13432 · Cited by 10 · see citing works
Martinez, E. C., Saji, S. Z., Ore, J. V. S., Kumar, A., Alonso-Ramírez, A. C., Mohanty, S., Ramírez, V. Y. N., Hammoud, A., Shaban, L. N., & Abbagoni, V. (2025) · BMC Public Health · doi:10.1186/s12889-025-21818-0 · Cited by 9 · see citing works
Structured Telephone Support Intervention: Improved Heart Failure Outcomes
Johansson, M., & Athilingam, P. R. (2019) · JMIR Aging · doi:10.2196/13513 · Cited by 8 · see citing works
Aigbonoga, D. E., Adewale, B. A., Igwilo, J., Adeyeye, V. I., Olajide, T. N., Olaniran, O., Akintayo, A. D., Aremu, P. S., Oluwadamilare, F. A., Popoola, O. A., et al. (2025) · BMC Public Health · doi:10.1186/s12889-025-22204-6 · Cited by 8 · see citing works
- Authors
- Kamal, A. K., Shaikh, Q., Pasha, O., Azam, I., Islam, M., Memon, A. A., Rehman, H., Akram, M. A., Affan, M., Nazir, S., Aziz, S., Jan, M., Andani, A., Muqeet, A., Ahmed, B., & Khoja, S.
- Affiliations
- Aga Khan University (PK)
- Aga Khan Development Network (PK)
- United Nations Foundation (US)
- Corresponding author
- Kamal, Ayeesha Kamran
- ORCID
- Venue
- BMC Neurology
- Published
- 2015-10-21
- Volume
- 15
- Issue
- 1
- Pages
- 212-212
- ISSN
- 1471-2377 (ISSN-L)
- PMC
- PMC4618367
- OpenAlex
- W2119134819
- Cited by
- 159
- References
- 57
- Citations by year
- 2026: 9 · 2025: 11 · 2024: 21 · 2023: 15 · 2022: 13 · 2021: 14 · 2020: 17 · 2019: 21 · 2018: 22 · 2017: 10 · 2016: 6
- FWCI
- 14.72
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMC Neurology (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- eCommons - AKU (Aga Khan University) (submittedVersion, cc-by)
- Funders
- Fogarty International Center (D43TW008660)
- Topics
- Health Sciences › Medicine › Family Practice › Medication Adherence and Compliance
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Health Professions › Health Information Management › Health, Technology, Consumer Behavior
- Keywords
- medication adherence, stroke survivors, SMS reminders, mobile health, Health Belief Model, social cognitive theory, diastolic blood pressure, complex medication regimens, resource-limited settings
- MeSH terms
- Antihypertensive Agents, Behavior Therapy, Blood Pressure, Female, Humans, Male, Middle Aged, Pakistan, Platelet Aggregation Inhibitors, Psychological Theory, Single-Blind Method, Reminder Systems, Hydroxymethylglutaryl-CoA Reductase Inhibitors, Stroke, Cell Phone, Medication Adherence, Secondary Prevention, Text Messaging
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