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Published in: BMC Neurology 1/2015

Open Access 01-12-2015 | Research article

A randomized controlled behavioral intervention trial to improve medication adherence in adult stroke patients with prescription tailored Short Messaging Service (SMS)-SMS4Stroke study

Authors: Ayeesha Kamran Kamal, Quratulain Shaikh, Omrana Pasha, Iqbal Azam, Muhammad Islam, Adeel Ali Memon, Hasan Rehman, Masood Ahmed Akram, Muhammad Affan, Sumaira Nazir, Salman Aziz, Muhammad Jan, Anita Andani, Abdul Muqeet, Bilal Ahmed, Shariq Khoja

Published in: BMC Neurology | Issue 1/2015

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Abstract

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

Appendix
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Literature
1.
go back to reference Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the global burden of disease study 2010. Lancet. 2012;380(9859):2095–128.CrossRefPubMed Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the global burden of disease study 2010. Lancet. 2012;380(9859):2095–128.CrossRefPubMed
2.
go back to reference Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the global burden of disease study 2010. Lancet. 2012;380(9859):2197–223.CrossRefPubMed Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the global burden of disease study 2010. Lancet. 2012;380(9859):2197–223.CrossRefPubMed
3.
go back to reference Krishnamurthi RV, Feigin VL, Forouzanfar MH, Mensah GA, Connor M, Bennett DA, et al. Global and regional burden of first-ever ischaemic and haemorrhagic stroke during 1990–2010: findings from the global burden of disease study 2010. Lancet Glob Health. 2013;1(5):e259–81.PubMedCentralCrossRefPubMed Krishnamurthi RV, Feigin VL, Forouzanfar MH, Mensah GA, Connor M, Bennett DA, et al. Global and regional burden of first-ever ischaemic and haemorrhagic stroke during 1990–2010: findings from the global burden of disease study 2010. Lancet Glob Health. 2013;1(5):e259–81.PubMedCentralCrossRefPubMed
5.
go back to reference Kamal A, Itrat A, Murtaza M, Khan M, Rasheed A, Ali A, et al. The burden of stroke and transient ischemic attack in Pakistan: a community-based prevalence study. BMC Neurol. 2009;9(1):58.PubMedCentralCrossRefPubMed Kamal A, Itrat A, Murtaza M, Khan M, Rasheed A, Ali A, et al. The burden of stroke and transient ischemic attack in Pakistan: a community-based prevalence study. BMC Neurol. 2009;9(1):58.PubMedCentralCrossRefPubMed
6.
7.
go back to reference Khan M, Ahmed B, Ahmed M, Najeeb M, Raza E, Khan F, et al. Functional, cognitive and psychological outcomes, and recurrent vascular events in Pakistani stroke survivors: a cross sectional study. BMC Res Notes. 2012;5:89.PubMedCentralCrossRefPubMed Khan M, Ahmed B, Ahmed M, Najeeb M, Raza E, Khan F, et al. Functional, cognitive and psychological outcomes, and recurrent vascular events in Pakistani stroke survivors: a cross sectional study. BMC Res Notes. 2012;5:89.PubMedCentralCrossRefPubMed
8.
go back to reference DiMatteo MR, Giordani PJ, Lepper HS, Croghan TW. Patient adherence and medical treatment outcomes: a meta-analysis. Med Care. 2002;40(9):794–811.CrossRefPubMed DiMatteo MR, Giordani PJ, Lepper HS, Croghan TW. Patient adherence and medical treatment outcomes: a meta-analysis. Med Care. 2002;40(9):794–811.CrossRefPubMed
9.
go back to reference DiMatteo MR. Variations in patients’ adherence to medical recommendations: a quantitative review of 50 years of research. Med Care. 2004;42(3):200–9.CrossRefPubMed DiMatteo MR. Variations in patients’ adherence to medical recommendations: a quantitative review of 50 years of research. Med Care. 2004;42(3):200–9.CrossRefPubMed
10.
go back to reference Hashmi SK, Afridi MB, Abbas K, Sajwani RA, Saleheen D, Frossard PM, et al. Factors associated with adherence to anti-hypertensive treatment in Pakistan. PLoS One. 2007;2(3):e280.PubMedCentralCrossRefPubMed Hashmi SK, Afridi MB, Abbas K, Sajwani RA, Saleheen D, Frossard PM, et al. Factors associated with adherence to anti-hypertensive treatment in Pakistan. PLoS One. 2007;2(3):e280.PubMedCentralCrossRefPubMed
11.
go back to reference Arif H, Aijaz B, Islam M, Aftab U, Kumar S, Shafqat S. Drug compliance after stroke and myocardial infarction: a comparative study. Neurol India. 2007;55(2):130.CrossRefPubMed Arif H, Aijaz B, Islam M, Aftab U, Kumar S, Shafqat S. Drug compliance after stroke and myocardial infarction: a comparative study. Neurol India. 2007;55(2):130.CrossRefPubMed
12.
go back to reference Haynes RB, Ackloo E, Sahota N, McDonald HP, Yao X. Interventions for enhancing medication adherence. Cochrane Database Syst Rev. 2008;2:CD000011.PubMed Haynes RB, Ackloo E, Sahota N, McDonald HP, Yao X. Interventions for enhancing medication adherence. Cochrane Database Syst Rev. 2008;2:CD000011.PubMed
13.
go back to reference Chapman RH, Kowal SL, Cherry SB, Ferrufino CP, Roberts CS, Chen L. The modeled lifetime cost-effectiveness of published adherence-improving interventions for antihypertensive and lipid-lowering medications. Value Health. 2010;13(6):685–94.CrossRefPubMed Chapman RH, Kowal SL, Cherry SB, Ferrufino CP, Roberts CS, Chen L. The modeled lifetime cost-effectiveness of published adherence-improving interventions for antihypertensive and lipid-lowering medications. Value Health. 2010;13(6):685–94.CrossRefPubMed
14.
go back to reference Julius RJ, Novitsky Jr MA, Dubin WR. Medication adherence: a review of the literature and implications for clinical practice. J Psychiatr Pract. 2009;15(1):34–44.CrossRefPubMed Julius RJ, Novitsky Jr MA, Dubin WR. Medication adherence: a review of the literature and implications for clinical practice. J Psychiatr Pract. 2009;15(1):34–44.CrossRefPubMed
15.
go back to reference Schroeder K, Fahey T, Ebrahim S. Interventions for improving adherence to treatment in patients with high blood pressure in ambulatory settings. Cochrane Database Syst Rev. 2004;2:CD004804.PubMed Schroeder K, Fahey T, Ebrahim S. Interventions for improving adherence to treatment in patients with high blood pressure in ambulatory settings. Cochrane Database Syst Rev. 2004;2:CD004804.PubMed
16.
go back to reference Schroeder K, Fahey T, Ebrahim S. How can we improve adherence to blood pressure-lowering medication in ambulatory care?: systematic review of randomized controlled trials. Arch Intern Med. 2004;164(7):722.CrossRefPubMed Schroeder K, Fahey T, Ebrahim S. How can we improve adherence to blood pressure-lowering medication in ambulatory care?: systematic review of randomized controlled trials. Arch Intern Med. 2004;164(7):722.CrossRefPubMed
17.
18.
go back to reference Nishtar S, Boerma T, Amjad S, Alam AY, Khalid F, ul Haq I, et al. Pakistan’s health system: performance and prospects after the 18th Constitutional Amendment. Lancet. 2013;381(9884):2193–206.CrossRefPubMed Nishtar S, Boerma T, Amjad S, Alam AY, Khalid F, ul Haq I, et al. Pakistan’s health system: performance and prospects after the 18th Constitutional Amendment. Lancet. 2013;381(9884):2193–206.CrossRefPubMed
20.
go back to reference Bandura A. Social foundations of thought and action. Englewood Cliffs: Prentice Hall; 1986. Bandura A. Social foundations of thought and action. Englewood Cliffs: Prentice Hall; 1986.
21.
22.
go back to reference Bandura A. Self-efficacy: the exercise of control. New York: Freeman; 1997. Bandura A. Self-efficacy: the exercise of control. New York: Freeman; 1997.
23.
go back to reference Kamal AK, Shaikh QN, Pasha O, Azam I, Islam M, Memon AA, et al. Improving medication adherence in stroke patients through Short Text Messages (SMS4Stroke)-study protocol for a randomized, controlled trial. BMC Neurol. 2015;15(1):157.PubMedCentralCrossRefPubMed Kamal AK, Shaikh QN, Pasha O, Azam I, Islam M, Memon AA, et al. Improving medication adherence in stroke patients through Short Text Messages (SMS4Stroke)-study protocol for a randomized, controlled trial. BMC Neurol. 2015;15(1):157.PubMedCentralCrossRefPubMed
24.
go back to reference Friedman LM, Furberg C, DeMets DL. Fundamentals of clinical trials, vol. 4. New York: Springer; 2010.CrossRef Friedman LM, Furberg C, DeMets DL. Fundamentals of clinical trials, vol. 4. New York: Springer; 2010.CrossRef
25.
go back to reference Michie S et al. A refined taxonomy of behaviour change techniques to help people change their physical activity and healthy eating behaviours: the CALO-RE taxonomy. Psychol Health. 2011;26(11):1479–98.CrossRefPubMed Michie S et al. A refined taxonomy of behaviour change techniques to help people change their physical activity and healthy eating behaviours: the CALO-RE taxonomy. Psychol Health. 2011;26(11):1479–98.CrossRefPubMed
26.
go back to reference Saleem F, Hassali MA, Akmal S, Morisky DE, Atif M, Al-Qazaz HK, et al. Translation and validation study of Morisky Medication Adherence Scale (MMAS): the Urdu version for facilitating person-centered healthcare in Pakistan. Int J Person Centered Medi. 2012;2(3):384–90. Saleem F, Hassali MA, Akmal S, Morisky DE, Atif M, Al-Qazaz HK, et al. Translation and validation study of Morisky Medication Adherence Scale (MMAS): the Urdu version for facilitating person-centered healthcare in Pakistan. Int J Person Centered Medi. 2012;2(3):384–90.
27.
go back to reference Rogers EM. A prospective and retrospective look at the diffusion model. J Health Commun. 2004;9(S1):13–9.CrossRefPubMed Rogers EM. A prospective and retrospective look at the diffusion model. J Health Commun. 2004;9(S1):13–9.CrossRefPubMed
28.
go back to reference Atkinson NL. Developing a questionnaire to measure perceived attributes of eHealth innovations. Am J Health Behav. 2007;31(6):612–21.CrossRefPubMed Atkinson NL. Developing a questionnaire to measure perceived attributes of eHealth innovations. Am J Health Behav. 2007;31(6):612–21.CrossRefPubMed
29.
go back to reference Arora S, Peters AL, Agy C, Menchine M. A mobile health intervention for inner city patients with poorly controlled diabetes: proof-of-concept of the TExT-MED program. Diabetes Technol Ther. 2012;14(6):492–6.CrossRefPubMed Arora S, Peters AL, Agy C, Menchine M. A mobile health intervention for inner city patients with poorly controlled diabetes: proof-of-concept of the TExT-MED program. Diabetes Technol Ther. 2012;14(6):492–6.CrossRefPubMed
30.
go back to reference Saleem F, Hassali MA, Shafie AA, Muhammad A, George A. Predictors of medication adherence in a hypertensive population of Pakistan. Lat Am J Pharm. 2011;30(9):1714–9. Saleem F, Hassali MA, Shafie AA, Muhammad A, George A. Predictors of medication adherence in a hypertensive population of Pakistan. Lat Am J Pharm. 2011;30(9):1714–9.
31.
go back to reference Editors PM. A reality checkpoint for mobile health: three challenges to overcome. PLoS Med. 2013;10(2):e1001395.CrossRef Editors PM. A reality checkpoint for mobile health: three challenges to overcome. PLoS Med. 2013;10(2):e1001395.CrossRef
33.
go back to reference Haug S, Meyer C, Dymalski A, Lippke S, John U. Efficacy of a text messaging (SMS) based smoking cessation intervention for adolescents and young adults: study protocol of a cluster randomised controlled trial. BMC Public Health. 2012;12(1):51.PubMedCentralCrossRefPubMed Haug S, Meyer C, Dymalski A, Lippke S, John U. Efficacy of a text messaging (SMS) based smoking cessation intervention for adolescents and young adults: study protocol of a cluster randomised controlled trial. BMC Public Health. 2012;12(1):51.PubMedCentralCrossRefPubMed
34.
go back to reference Kim H-S, Kim N-C, Ahn S-H. Impact of a nurse short message service intervention for patients with diabetes. J Nurs Care Qual. 2006;21(3):266–71.CrossRefPubMed Kim H-S, Kim N-C, Ahn S-H. Impact of a nurse short message service intervention for patients with diabetes. J Nurs Care Qual. 2006;21(3):266–71.CrossRefPubMed
35.
go back to reference Strandbygaard U, Thomsen SF, Backer V. A daily SMS reminder increases adherence to asthma treatment: a three-month follow-up study. Respir Med. 2010;104(2):166–71.CrossRefPubMed Strandbygaard U, Thomsen SF, Backer V. A daily SMS reminder increases adherence to asthma treatment: a three-month follow-up study. Respir Med. 2010;104(2):166–71.CrossRefPubMed
36.
go back to reference Bauer S, de Niet J, Timman R, Kordy H. Enhancement of care through self-monitoring and tailored feedback via text messaging and their use in the treatment of childhood overweight. Patient Educ Couns. 2010;79(3):315–9.CrossRefPubMed Bauer S, de Niet J, Timman R, Kordy H. Enhancement of care through self-monitoring and tailored feedback via text messaging and their use in the treatment of childhood overweight. Patient Educ Couns. 2010;79(3):315–9.CrossRefPubMed
37.
go back to reference Mbuagbaw L, Thabane L, Ongolo-Zogo P, Lester RT, Mills EJ, Smieja M, et al. The Cameroon Mobile Phone SMS (CAMPS) trial: a randomized trial of text messaging versus usual care for adherence to antiretroviral therapy. PLoS One. 2012;7(12):e46909.PubMedCentralCrossRefPubMed Mbuagbaw L, Thabane L, Ongolo-Zogo P, Lester RT, Mills EJ, Smieja M, et al. The Cameroon Mobile Phone SMS (CAMPS) trial: a randomized trial of text messaging versus usual care for adherence to antiretroviral therapy. PLoS One. 2012;7(12):e46909.PubMedCentralCrossRefPubMed
38.
go back to reference Prabhakaran L, Chee WY, Chua KC, Abisheganaden J, Wong WM. The use of text messaging to improve asthma control: a pilot study using the mobile phone short messaging service (SMS). J Telemed Telecare. 2010;16(5):286–90.CrossRefPubMed Prabhakaran L, Chee WY, Chua KC, Abisheganaden J, Wong WM. The use of text messaging to improve asthma control: a pilot study using the mobile phone short messaging service (SMS). J Telemed Telecare. 2010;16(5):286–90.CrossRefPubMed
39.
go back to reference de Jongh T, Gurol-Urganci I, Vodopivec-Jamsek V, Car J, Atun R. Mobile phone messaging telemedicine for facilitating self-management of long-term illnesses. Cochrane Libr. 2008. 10.1002/14651858. de Jongh T, Gurol-Urganci I, Vodopivec-Jamsek V, Car J, Atun R. Mobile phone messaging telemedicine for facilitating self-management of long-term illnesses. Cochrane Libr. 2008. 10.​1002/​14651858.
40.
go back to reference Free C, Knight R, Robertson S, Whittaker R, Edwards P, Zhou W, et al. Smoking cessation support delivered via mobile phone text messaging (txt2stop): a single-blind, randomised trial. Lancet. 2011;378(9785):49–55.PubMedCentralCrossRefPubMed Free C, Knight R, Robertson S, Whittaker R, Edwards P, Zhou W, et al. Smoking cessation support delivered via mobile phone text messaging (txt2stop): a single-blind, randomised trial. Lancet. 2011;378(9785):49–55.PubMedCentralCrossRefPubMed
41.
go back to reference Free C, Phillips G, Watson L, Galli L, Felix L, Edwards P, et al. The effectiveness of mobile-health technologies to improve health care service delivery processes: a systematic review and meta-analysis. PLoS Med. 2013;10(1):e1001363.PubMedCentralCrossRefPubMed Free C, Phillips G, Watson L, Galli L, Felix L, Edwards P, et al. The effectiveness of mobile-health technologies to improve health care service delivery processes: a systematic review and meta-analysis. PLoS Med. 2013;10(1):e1001363.PubMedCentralCrossRefPubMed
42.
go back to reference Rosenstock IM. The health belief model and preventive health behavior. Health Educ Behav. 1974;2(4):354–86. Rosenstock IM. The health belief model and preventive health behavior. Health Educ Behav. 1974;2(4):354–86.
43.
go back to reference Rosenstock IM, Strecher VJ, Becker MH. Social learning theory and the health belief model. Health Educ Behav. 1988;15(2):175–83.CrossRef Rosenstock IM, Strecher VJ, Becker MH. Social learning theory and the health belief model. Health Educ Behav. 1988;15(2):175–83.CrossRef
44.
go back to reference Sharma M, Romas JA. Theoretical foundations of health education and health promotion. Sudbury: Jones & Bartlett Publishers; 2008. Sharma M, Romas JA. Theoretical foundations of health education and health promotion. Sudbury: Jones & Bartlett Publishers; 2008.
45.
go back to reference Anand SS, Yusuf S, Vuksan V, Devanesen S, Teo KK, Montague PA, et al. Differences in risk factors, atherosclerosis, and cardiovascular disease between ethnic groups in Canada: the Study of Health Assessment and Risk in Ethnic groups (SHARE). Lancet. 2000;356(9226):279–84.CrossRefPubMed Anand SS, Yusuf S, Vuksan V, Devanesen S, Teo KK, Montague PA, et al. Differences in risk factors, atherosclerosis, and cardiovascular disease between ethnic groups in Canada: the Study of Health Assessment and Risk in Ethnic groups (SHARE). Lancet. 2000;356(9226):279–84.CrossRefPubMed
46.
go back to reference Hansen RA, Kim MM, Song L, Tu W, Wu J, Murray MD. Comparison of methods to assess medication adherence and classify nonadherence. Ann Pharmacother. 2009;43(3):413–22.CrossRefPubMed Hansen RA, Kim MM, Song L, Tu W, Wu J, Murray MD. Comparison of methods to assess medication adherence and classify nonadherence. Ann Pharmacother. 2009;43(3):413–22.CrossRefPubMed
47.
go back to reference Grymonpre RE, Didur CD, Montgomery PR, Sitar DS. Pill count, self-report, and pharmacy claims data to measure medication adherence in the elderly. Ann Pharmacother. 1998;32(7–8):749–54.CrossRefPubMed Grymonpre RE, Didur CD, Montgomery PR, Sitar DS. Pill count, self-report, and pharmacy claims data to measure medication adherence in the elderly. Ann Pharmacother. 1998;32(7–8):749–54.CrossRefPubMed
48.
go back to reference Garber MC, Nau DP, Erickson SR, Aikens JE, Lawrence JB. The concordance of self-report with other measures of medication adherence: a summary of the literature. Med Care. 2004;42(7):649–52.CrossRefPubMed Garber MC, Nau DP, Erickson SR, Aikens JE, Lawrence JB. The concordance of self-report with other measures of medication adherence: a summary of the literature. Med Care. 2004;42(7):649–52.CrossRefPubMed
50.
go back to reference Krousel-Wood M, Islam T, Webber LS, Re R, Morisky DE, Muntner P. New medication adherence scale versus pharmacy fill rates in hypertensive seniors. Am J Manag Care. 2009;15(1):59.PubMedCentralPubMed Krousel-Wood M, Islam T, Webber LS, Re R, Morisky DE, Muntner P. New medication adherence scale versus pharmacy fill rates in hypertensive seniors. Am J Manag Care. 2009;15(1):59.PubMedCentralPubMed
51.
go back to reference Bangsberg DR, Hecht FM, Charlebois ED, Chesney M, Moss A. Comparing objective measures of adherence to HIV antiretroviral therapy: electronic medication monitors and unannounced pill counts. AIDS Behav. 2001;5(3):275–81.CrossRef Bangsberg DR, Hecht FM, Charlebois ED, Chesney M, Moss A. Comparing objective measures of adherence to HIV antiretroviral therapy: electronic medication monitors and unannounced pill counts. AIDS Behav. 2001;5(3):275–81.CrossRef
52.
go back to reference Galloway GP, Coyle JR, Guillén JE, Flower K, Mendelson JE. A simple, novel method for assessing medication adherence: capsule photographs taken with cellular telephones. J Addict Med. 2011;5(3):170–4.CrossRefPubMed Galloway GP, Coyle JR, Guillén JE, Flower K, Mendelson JE. A simple, novel method for assessing medication adherence: capsule photographs taken with cellular telephones. J Addict Med. 2011;5(3):170–4.CrossRefPubMed
Metadata
Title
A randomized controlled behavioral intervention trial to improve medication adherence in adult stroke patients with prescription tailored Short Messaging Service (SMS)-SMS4Stroke study
Authors
Ayeesha Kamran Kamal
Quratulain Shaikh
Omrana Pasha
Iqbal Azam
Muhammad Islam
Adeel Ali Memon
Hasan Rehman
Masood Ahmed Akram
Muhammad Affan
Sumaira Nazir
Salman Aziz
Muhammad Jan
Anita Andani
Abdul Muqeet
Bilal Ahmed
Shariq Khoja
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Neurology / Issue 1/2015
Electronic ISSN: 1471-2377
DOI
https://doi.org/10.1186/s12883-015-0471-5

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