The effectiveness of mobile-health technologies to improve health care service delivery processes: a systematic review and meta-analysis

Caroline Free, Gemma Phillips, Louise Watson, Leandro Galli, Lambert Felix, Phil Edwards, Vikram Patel, Andy Haines, Caroline Free, Gemma Phillips, Louise Watson, Leandro Galli, Lambert Felix, Phil Edwards, Vikram Patel, Andy Haines

Abstract

Background: Mobile health interventions could have beneficial effects on health care delivery processes. We aimed to conduct a systematic review of controlled trials of mobile technology interventions to improve health care delivery processes.

Methods and findings: We searched for all controlled trials of mobile technology based health interventions using MEDLINE, EMBASE, PsycINFO, Global Health, Web of Science, Cochrane Library, UK NHS HTA (Jan 1990-Sept 2010). Two authors independently extracted data on allocation concealment, allocation sequence, blinding, completeness of follow-up, and measures of effect. We calculated effect estimates and we used random effects meta-analysis to give pooled estimates. We identified 42 trials. None of the trials had low risk of bias. Seven trials of health care provider support reported 25 outcomes regarding appropriate disease management, of which 11 showed statistically significant benefits. One trial reported a statistically significant improvement in nurse/surgeon communication using mobile phones. Two trials reported statistically significant reductions in correct diagnoses using mobile technology photos compared to gold standard. The pooled effect on appointment attendance using text message (short message service or SMS) reminders versus no reminder was increased, with a relative risk (RR) of 1.06 (95% CI 1.05-1.07, I(2) = 6%). The pooled effects on the number of cancelled appointments was not significantly increased RR 1.08 (95% CI 0.89-1.30). There was no difference in attendance using SMS reminders versus other reminders (RR 0.98, 95% CI 0.94-1.02, respectively). To address the limitation of the older search, we also reviewed more recent literature.

Conclusions: The results for health care provider support interventions on diagnosis and management outcomes are generally consistent with modest benefits. Trials using mobile technology-based photos reported reductions in correct diagnoses when compared to the gold standard. SMS appointment reminders have modest benefits and may be appropriate for implementation. High quality trials measuring clinical outcomes are needed. Please see later in the article for the Editors' Summary.

Conflict of interest statement

VP is a member of the Editorial Board of PLOS Medicine. The authors have declared that no other competing interests exist.

Figures

Figure 1
Figure 1
PRISMA 2009 flow diagram.
Figure 2
Figure 2
Cochrane summary risk of bias for trials of health care provider support interventions (n = 32).
Figure 3
Figure 3
Cochrane summary risk of bias for trials of health services support (n = 10).
Figure 4
Figure 4
Forest plots of the effect of SMS reminders on appointments.

References

    1. Vital Wave Consulting (2009) mHealth for Development: The Opportunity of Mobile Technology for Healthcare in the Developing World. Washington D.C. and Berkshire, UK.
    1. International Telecommunications Union (2010) The world in 2010: ICT facts and figures. International Telecommunication Union
    1. Ofcom (2009) The consumer experience: telecoms, internet and digital broadcasting 2009. Evaluation report
    1. ITU (2003) Mobile overtakes fixed: Implications for policy and regulation: ITU International Telecommunications Union.
    1. Orbicom-ITU (2005) From the digital divide to digital opportunities: measuring infostates for development; Sciadas G, editor. Canada.
    1. Banks K, Burge R (2004) Mobile Phones: An Appropriate Tool for Conservation and Development? Cambridge, UK.
    1. Donner J (2008) Research Approaches to Mobile Use in the Developing World: A Review of the Literature. Information Society 24: 140–159.
    1. Krishna S, Boren SA, Balas EA (2009) Healthcare via cell phones: a systematic review. Telemedicine Journal & E-Health 15: 231–240.
    1. Gurol-Urganci I, de Jongh T, Vodopivec-Jamsek V, Car J, Atun R (2008) Mobile phone messaging for communicating results of medical investigations. Cochrane Database of Systematic Reviews
    1. Car J, Gurol-Urganci I, de Jongh T, Vodopivec-Jamsek V, Atun R (2008) Mobile phone messaging reminders for attendance at scheduled healthcare appointments. Cochrane Database of Systematic Reviews
    1. Kho A, Henderson LE, Dressler DD, Kripalani S (2006) Use of handheld computers in medical education. A systematic review. Journal of General Internal Medicine 21: 531–537.
    1. Free C, Phillips G, Felix L, Galli L, Patel V, et al. (2010) The effectiveness of M-health technologies for improving health and health services: a systematic review protocol. BMC Res Notes 3: 250.
    1. Free C, Phillips G, Galli L, Watson L, Felix L, et al. (2013) The effectiveness of Mobile-health technology based health behaviour change or disease management interventions for health care consumers: a systematic review PloS Medicine.
    1. Higgins JPT, Green S (2008) Cochrane Handbook for Systematic Reviews of Interventions Version 5.0.0: The Cochrane Collaboration.
    1. Farrell MJ, Rose L (2008) Use of mobile handheld computers in clinical nursing education. Journal of Nursing Education 47: 13–19.
    1. Goldsworthy S, Lawrence N, Goodman W (2006) The use of personal digital assistants at the point of care in an undergraduate nursing program. CIN: Computers, Informatics, Nursing 24: 138–143.
    1. Leung GM, Johnston JM, Tin KY, Wong IO, Ho LM, et al.. (2003) Randomised controlled trial of clinical decision support tools to improve learning of evidence based medicine in medical students. BMJ (Clinical research ed). pp. 1090.
    1. McLeod TG, McNaughton DA, Hanson GJ, Borrud A (2006) Teaching geriatric functional assessment to internal medicine residents: A randomized trial of a personal digital assistant - Based tool. Journal of General Internal Medicine 21: 134–135.
    1. McLeod TG, McNaughton DA, Hanson GJ, Cha SS (2009) Educational effectiveness of a personal digital assistant-based geriatric assessment tool. Medical Teacher 31: 409–414.
    1. Strayer SM, Pelletier SL, Martindale JR, Rais S, Powell J, et al. (2010) A PDA-based counseling tool for improving medical student smoking cessation counseling. Family Medicine 42: 350–357.
    1. Tempelhof MW, Garman KS, Langman MK, Adams MB (2009) Leveraging time and learning style, iPod vs. realtime attendance at a series of medicine residents conferences: a randomised controlled trial. Informatics in Primary Care 17: 87–94.
    1. Berner ES, Houston TK, Ray MN, Allison JJ, Heudebert GR, et al. (2006) Improving ambulatory prescribing safety with a handheld decision support system: a randomized controlled trial. Journal of the American Medical Informatics Association 13: 171–179.
    1. Blaivas M, Lyon M, Duggal S (2005) Ultrasound image transmission via camera phones for overreading. American Journal of Emergency Medicine 23: 433–438.
    1. Burkle T, Beisig A, Ganslmayer M, Prokosch H-U (2008) A randomized controlled trial to evaluate an electronic scoring tool in the ICU. Studies in Health Technology & Informatics 136: 279–284.
    1. India adds 13.45 mn mobile users in Feb: TRAI. The Economic Times India
    1. Coopmans VC, Biddle C (2008) CRNA performance using a handheld, computerized, decision-making aid during critical events in a simulated environment: a methodologic inquiry. AANA Journal 76: 29–35.
    1. Greenfield S (2007) Medication error reduction and the use of PDA technology. Journal of Nursing Education 46: 127–131.
    1. Greiver M, Drummond N, White D, Weshler J, Moineddin R, et al. (2005) Angina on the Palm: randomized controlled pilot trial of Palm PDA software for referrals for cardiac testing. Canadian Family Physician 51: 382–383.
    1. Jayaraman C, Kennedy P, Dutu G, Lawrenson R (2008) Use of mobile phone cameras for after-hours triage in primary care. Journal of Telemedicine & Telecare 14: 271–274.
    1. Lee NJ, Chen ES, Currie LM, Donovan M, Hall EK, et al. (2009) The effect of a mobile clinical decision support system on the diagnosis of obesity and overweight in acute and primary care encounters. ANS Advances in nursing science 211–221.
    1. McLaughlin D, Hayes JR, Kelleher K (2010) Office-based interventions for recognizing abnormal pediatric blood pressures. Clinical Pediatrics 49: 355–362.
    1. Momtahan KL, Burns CM, Sherrard H, Mesana T, Labinaz M (2007) Using personal digital assistants and patient care algorithms to improve access to cardiac care best practices. Studies in Health Technology & Informatics 129: 117–121.
    1. Price M (2005) Can hand-held computers improve adherence to guidelines? A (Palm) Pilot study of family doctors in British Columbia. Canadian Family Physician 51: 1506–1507.
    1. Prytherch DR, Smith GB, Schmidt P, Featherstone PI, Stewart K, et al. (2006) Calculating early warning scores - A classroom comparison of pen and paper and hand-held computer methods. Resuscitation 70: 173–178.
    1. Roy PM, Durieux P, Gillaizeau F, Legall C, Armand-Perroux A, et al. (2009) A computerized handheld decision-support system to improve pulmonary embolism diagnosis: A randomized trial. Annals of Internal Medicine 151: 677–686.
    1. Rudkin SE, Langdorf MI, Macias D, Oman JA, Kazzi AA (2006) Personal digital assistants change management more often than paper texts and foster patient confidence. European Journal of Emergency Medicine 13: 92–96.
    1. Schell CL, Wohl R, Rathe R, Schell WJ (2006) Automated vs manual triage for bioterrorist disaster: a blinded crossover feasibility study comparing personal digital assistant to paper-based triage. American Journal of Emergency Medicine 24: 843–846.
    1. Skeate RC, Wahi MM, Jessurun J, Connelly DP (2007) Personal digital assistant-enabled report content knowledgebase results in more complete pathology reports and enhances resident learning. Human Pathology 38: 1727–1735.
    1. You JS, Park S, Chung SP, Park JW (2009) Usefulness of a mobile phone with video telephony in identifying the correct landmark for performing needle thoracocentesis. Emergency Medicine Journal 26: 177–179.
    1. Chandhanayingyong C, Tangtrakulwanich B, Kiriratnikom T (2007) Teleconsultation for emergency orthopaedic patients using the multimedia messaging service via mobile phones. J Telemed Telecare 13: 193–196.
    1. Eze N, Lo S, Bray D, Toma AG (2005) The use of camera mobile phone to assess emergency ENT radiological investigations. Clinical Otolaryngology 30: 230–233 discussion 233.
    1. Gandsas A, McIntire K, Montgomery K, Bumgardner C, Rice L (2004) The personal digital assistant (PDA) as a tool for telementoring endoscopic procedures. Studies in Health Technology & Informatics 98: 99–103.
    1. Hsieh CH, Jeng SF, Chen CY, Yin JW, Yang JCS, et al. (2005) Teleconsultation with the mobile camera-phone in remote evaluation of replantation potential. Journal of Trauma-Injury Infection and Critical Care 58: 1208–1212.
    1. Ortega GR, Taksali S, Smart R, Baumgaertner MR (2009) Direct cellular vs. indirect pager communication during orthopaedic surgical procedures: a prospective study. Technology & Health Care 17: 149–157.
    1. Pettis KS, Savona MR, Leibrandt PN, Maynard C, Lawson WT, et al. (1999) Evaluation of the efficacy of hand-held computer screens for cardiologists' interpretations of 12-lead electrocardiograms. American Heart Journal 138: 765–770.
    1. Yaghmai V, Kuppuswami S, Berlin JW, Salehi SA (2003) Evaluation of personal digital assistants as an interpretation medium for computed tomography of patients with intracranial injury. Emerg Radiol 10: 87–89.
    1. Bos A, Hoogstraten J, Prahl-Andersen B (2005) Failed appointments in an orthodontic clinic. American Journal of Orthodontics & Dentofacial Orthopedics 127: 355–357.
    1. Chen ZW, Fang LZ, Chen LY, Dai HL (2008) Comparison of an SMS text messaging and phone reminder to improve attendance at a health promotion center: A randomized controlled trial. Journal of Zhejiang University: Science B 9: 34–38.
    1. da Costa TM, Salomao PL, Martha AS, Pisa IT, Sigulem D (2010) The impact of short message service text messages sent as appointment reminders to patients' cell phones at outpatient clinics in Sao Paulo, Brazil. Int J Med Inform 79: 65–70.
    1. Fairhurst K, Sheikh A (2008) Texting appointment reminders to repeated non-attenders in primary care: randomised controlled study. Quality & Safety in Health Care 17: 373–376.
    1. Fung MK, Briggs B, Frascoia A, Petrov-Kondratov V, Rivard S, et al. (2009) The effects of text message reminder on blood donor show rate. Transfusion 65A Abstract No. SP34.
    1. Leong KC, Chen WS, Leong KW, Mastura I, Mimi O, et al. (2006) The use of text messaging to improve attendance in primary care: a randomized controlled trial. Family Practice 23: 699–705.
    1. Liew SM, Tong SF, Lee VKM, Ng CJ, Leong KC, et al. (2009) Text messaging reminders to reduce non-attendance in chronic disease follow-up: A clinical trial. British Journal of General Practice 59: 916–920.
    1. Milne RG, Horne M, Torsney B (2006) SMS reminders in the UK national health service: an evaluation of its impact on “no-shows” at hospital out-patient clinics. Health Care Manage Rev 31: 130–136.
    1. Cheng P-J, Wu T-L, Shaw S-W, Chueh H-Y, Lin C-T, et al. (2008) Anxiety levels in women undergoing prenatal maternal serum screening for Down syndrome: the effect of a fast reporting system by mobile phone short-message service. Prenatal Diagnosis 28: 417–421.
    1. Menon-Johansson AS, McNaught F, Mandalia S, Sullivan AK (2006) Texting decreases the time to treatment for genital Chlamydia trachomatis infection. Sex Transm Infect 82: 49–51.
    1. Vaisanen O, Makijarvi M, Silfvast T (2003) Prehospital ECG transmission: comparison of advanced mobile phone and facsimile devices in an urban Emergency Medical Service System. Resuscitation 57: 179–185.
    1. Lindquist AM, Johansson PE, Petersson GI, Saveman B-I, Nilsson GC (2008) The use of the Personal Digital Assistant (PDA) among personnel and students in health care: a review. Journal of Medical Internet Research 10: e31.
    1. Car J, Gurol-Urganci I, de Jongh T, Vodopivec-Jamsek V, Atun R (2012) Mobile phone messaging reminders for attendance at healthcare appointments. Cochrane Database Syst Rev 7: CD007458.
    1. Juni P, Altman DG, Egger M (2001) Systematic reviews in health care: Assessing the quality of controlled clinical trials. BMJ 323: 42–46.
    1. Zurovac D, Sudoi RK, Akhwale WS, Ndiritu M, Hamer DH, et al. (2011) The effect of mobile phone text-message reminders on Kenyan health workers' adherence to malaria treatment guidelines: a cluster randomised trial. Lancet 378: 795–803.
    1. Taylor NF, Bottrell J, Lawler K, Benjamin D (2012) Mobile telephone short message service reminders can reduce nonattendance in physical therapy outpatient clinics: a randomized controlled trial. Arch Phys Med Rehabil 93: 21–26.
    1. Prasad S, Anand R (2012) Use of mobile telephone short message service as a reminder: the effect on patient attendance. Int Dent J 62: 21–26.
    1. Perron NJ, Dao MD, Kossovsky MP, Miserez V, Chuard C, et al. (2010) Reduction of missed appointments at an urban primary care clinic: a randomised controlled study. BMC Fam Pract 11: 79.
    1. Nelson TM, Berg JH, Bell JF, Leggott PJ, Seminario AL (2011) Assessing the effectiveness of text messages as appointment reminders in a pediatric dental setting. J Am Dent Assoc 142: 397–405.
    1. Chang LW, Kagaayi J, Arem H, Nakigozi G, Ssempijja V, et al. (2011) Impact of a mHealth intervention for peer health workers on AIDS care in rural Uganda: a mixed methods evaluation of a cluster-randomized trial. AIDS Behav 15: 1776–1784.
    1. Low D, Clark N, Soar J, Padkin A, Stoneham A, et al. (2011) A randomised control trial to determine if use of the iResus(c) application on a smart phone improves the performance of an advanced life support provider in a simulated medical emergency. Anaesthesia 66: 255–262.
    1. Bilgi M, Gulalp B, Erol T, Gullu H, Karagun O, et al. (2012) Interpretation of electrocardiogram images sent through the mobile phone multimedia messaging service. Telemedicine Journal & E-Health 18: 126–131.
    1. Mechael PN, Batavia H, Kaonga N, Searle S, Kwan A, et al.. (2010) Barriers and Gaps Affecting mHealth in Low and Middle Income Countries: Policy White Paper: Center for Global Health and Economic Development, Earth Institute, Columbia University.
    1. Reekie D, Devlin H (1998) Preventing failed appointments in general dental practice: a comparison of reminder methods. British dental journal 185: 472–474.
    1. Abbasi NR, Shaw HM, Rigel DS, Friedman RJ, McCarthy WH, et al. (2004) Early diagnosis of cutaneous melanoma: revisiting the ABCD criteria. JAMA 292: 2771–2776.

Source: PubMed

3
Suscribir