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Mobile Text Messaging for Health: A Systematic Review of Reviews
Open accessAbstract
The aim of this systematic review of reviews is to identify mobile text-messaging interventions designed for health improvement and behavior change and to derive recommendations for practice. We have compiled and reviewed existing systematic research reviews and meta-analyses to organize and summarize the text-messaging intervention evidence base, identify best-practice recommendations based on findings from multiple reviews, and explore implications for future research. Our review found that the majority of published text-messaging interventions were effective when addressing diabetes self-management, weight loss, physical activity, smoking cessation, and medication adherence for antiretroviral therapy. However, we found limited evidence across the population of studies and reviews to inform recommended intervention characteristics. Although strong evidence supports the value of integrating text-messaging interventions into public health practice, additional research is needed to establish longer-term intervention effects, identify recommended intervention characteristics, and explore issues of cost-effectiveness.
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“However, while a significant number of studies focused on chronic disease prevention, particularly cardiovascular disease prevention by utilization of SMS text messaging, or on diabetes management [19], there are limited studies on BP outcomes [24].”
In the citing paper
“With a global penetration rate of 96% [28], mobile phones are ubiquitous and avidly used”
From Conversational Agents in Health Care: Scoping Review and Conceptual Analysis (2020) · cites this paper as [28]
In the citing paper
“A series of systematic reviews on the use of text messaging for different health disorders have shown that text messaging is an effective and acceptable health care intervention [28,29].”
From Conversational Agents in Health Care: Scoping Review and Conceptual Analysis (2020) · cites this paper as [28]
In the citing paper
“This technology demonstrates high efficacy as part of the treatment of conditions ranging from hypertension to substance abuse [24-26]”
In the citing paper
“However, previous syntheses either focused on a specific health issue [9,10] or were constrained by small sample sizes and a lack of moderator analyses [3,4], leaving what factors account for variance in ESs unanswered.”
From The Comparative Effectiveness of Mobile Phone Interventions in Improving Health Outcomes: Meta-Analytic Review (2019) · cites this paper as [3]
In the citing paper
“included more studies than previous reviews ([3,4,10]”
From The Comparative Effectiveness of Mobile Phone Interventions in Improving Health Outcomes: Meta-Analytic Review (2019) · cites this paper as [3]
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Cites
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000100 · Cited by 28,164
Cochrane Handbook for Systematic Reviews of Interventions: Cochrane Book Series
(2008) · doi:10.1002/9780470712184 · Cited by 25,048
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2009.06.005 · Cited by 19,575
Wang, G., Ma, R., Qiao, G., Wada, K., Aizawa, Y., & Satoh, T. (2015) · Integrative Medicine International · doi:10.1159/000368408 · Cited by 18,762
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · Annals of Internal Medicine · doi:10.7326/0003-4819-151-4-200908180-00136 · Cited by 10,349
(2000) · Cited by 9,198
Adherence to Long-Term Therapies: Evidence for Action
Geest, S. D., & Sabate, E. J. (2003) · European Journal of Cardiovascular Nursing · doi:10.1016/s1474-5151(03)00091-4 · Cited by 6,310
Research works printed but not linked: 10
- AHRQ (Agency Healthc. Res. Qual.), 2014, Methods Guide for Effectiveness and Comparative Effectiveness Reviews.
- de Jongh T, 2012, Cochrane Database Syst. Rev., 12, 12
- Garrard J, 2010, Health Sciences Literature Review Made Easy
- Horvath T, 2012, Cochrane Database Syst. Rev., 3, CD009756
- Int. Telecommun. Union, 1985, Telecommun. J., 52, 67
- Int. Telecommun. Union, 2014, The World in 2014: ICT Facts and Figures.
- Mukund Bahadur K-C, 2010, Stud. Health Technol. Inform., 160, 530
- Shaw R, 2014, Diabetes Technol. Ther., 16, S59
- Vodopivec-Jamsek V, 2012, Cochrane Database Syst. Rev., 12, CD007457
- Whittaker R, 2012, Cochrane Database Syst. Rev., 11, CD006611
Cited by
Sorted by citations
Items 301–400 of 816
Wong, A., Fong, M. W. M., Munsell, E. G. S., Metts, C. L., Lee, S. I., Nicol, G. E., DePaul, O., Tomazin, S. E., Kaufman, K. J., & Mohr, D. C. (2023) · JMIR Human Factors · doi:10.2196/45099 · Cited by 19
Raeside, R., Todd, A., Wardak, S., Gardner, L. A., Champion, K. E., Kang, M. S., Mihrshahi, S., Steinbeck, K. S., Redfern, J., Partridge, S. R., et al. (2023) · Research Involvement and Engagement · doi:10.1186/s40900-023-00524-4 · Cited by 18
Stott, T., MacEachron, A. E., & Gustavsson, N. S. (2017) · Advances in Social Work · doi:10.18060/21263 · Cited by 18
Evidence-based adaptation and scale-up of a mobile phone health information service
L’Engle, K. L., Plourde, K. F., & Zan, T. (2017) · mHealth · doi:10.21037/mhealth.2017.02.06 · Cited by 20
Kuerbis, A., van Stolk‐Cooke, K., & Muench, F. J. (2017) · Journal of Rehabilitation and Assistive Technologies Engineering · doi:10.1177/2055668317733257 · Cited by 18
Rules of engagement in mobile health: what does mobile health bring to research and theory?
Şahin, Ç. Ç. (2018) · Contemporary Nurse · doi:10.1080/10376178.2018.1448290 · Cited by 16
Pfammatter, A. F., Marchese, S. H., Pellegrini, C., Daly, E., Davidson, M., & Spring, B. (2020) · JMIR Formative Research · doi:10.2196/16297 · Cited by 17
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Wijeratne, D. T., Bowman, M., Sharpe, I., Srivastava, S., Jalink, M., & Gyawali, B. (2021) · Cancers · doi:10.3390/cancers13143542 · Cited by 17
Leon, N., Namadingo, H., Cooper, S., Bobrow, K., Mwantisi, C., Nyasulu, M., Sicwebu, N., Crampin, A., Levitt, N., & Farmer, A. (2021) · BMC Public Health · doi:10.1186/s12889-021-11552-8 · Cited by 17
Ecological momentary interventions for smoking cessation: a systematic review and meta-analysis
Eghdami, S., Ahmadkhaniha, H., Baradaran, H. R., & Hirbod‐Mobarakeh, A. (2023) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-023-02503-2 · Cited by 17
Li, Z., Lei, Y., Bui, Q. V. P., DePaul, O., Nicol, G. E., Mohr, D. C., Lee, S. I., Fong, M. W. M., Metts, C. L., Tomazin, S. E., et al. (2024) · JMIR Rehabilitation and Assistive Technologies · doi:10.2196/50863 · Cited by 19
Saberi, P., Ming, K., Legnitto, D., Neilands, T. B., Gandhi, M., & Johnson, M. O. (2019) · PLoS ONE · doi:10.1371/journal.pone.0210791 · Cited by 17
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Wiseman, K. P., Coa, K. I., & Prutzman, Y. M. (2019) · JMIR mhealth and uhealth · doi:10.2196/13712 · Cited by 17
Pedrana, A., Pina, J., Padmawati, R. S., Zuhrina, R., Lazuardi, L., Lim, M., Hellard, M., & Prabandari, Y. (2020) · Sexual Health · doi:10.1071/sh18199 · Cited by 18
Glasner, S. V., Garneau, H. C., Ang, A., Ray, L. A., Venegas, A., Rawson, R. A., & Kalichman, S. C. (2020) · PLoS ONE · doi:10.1371/journal.pone.0229557 · Cited by 17
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Dave, P. (2024) · Journal of Drug Delivery and Therapeutics · doi:10.22270/jddt.v14i6.6640 · Cited by 17
Kardan, M., Jung, A., Iqbal, M., Keshtkar, S., Geidl, W., & Pfeifer, K. (2024) · BMC Digital Health · doi:10.1186/s44247-024-00097-6 · Cited by 19
Irvine, L. A., Melson, A. J., Williams, B., Sniehotta, F. F., McKenzie, A., Jones, C., & Crombie, I. K. (2017) · International Journal of Behavioral Medicine · doi:10.1007/s12529-017-9666-z · Cited by 15
Yao, P., Fu, R., Rushing, S. C., Stephens, D., Ash, J. S., & Eden, K. (2018) · Health Promotion Practice · doi:10.1177/1524839918761872 · Cited by 16
Legler, S. R., Celano, C. M., Beale, E. E., Hoeppner, B. B., & Huffman, J. C. (2018) · Current Psychology · doi:10.1007/s12144-018-9785-y · Cited by 18
Haider, R., Hyun, K. K., Cheung, N. W., Redfern, J., Thiagalingam, A., & Chow, C. K. (2019) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2019.04.030 · Cited by 16
Bartholdy, C. R., Bliddal, H., & Henriksen, M. (2019) · Pilot and Feasibility Studies · doi:10.1186/s40814-019-0494-6 · Cited by 18
Sutherland, R., Brown, A., Nathan, N., Janssen, L. M., Reynolds, R., Walton, A., Hudson, N., Chooi, A., Yoong, S. L., Wiggers, J. H., et al. (2019) · BMC Public Health · doi:10.1186/s12889-019-7725-x · Cited by 16
Joseph, R. P., Keller, C. S., Vega‐López, S., Adams, M. A., English, R., Hollingshead, K. E., Hooker, S. P., Todd, M. W., Gaesser, G. A., & Ainsworth, B. E. (2020) · JMIR mhealth and uhealth · doi:10.2196/15346 · Cited by 16
Cai, X., Zhang, F., Lin, C., Zhang, X., Wang, Z., Xing, H., Nie, L., Han, X., & Ji, L. (2020) · Diabetes Metabolic Syndrome and Obesity · doi:10.2147/dmso.s244826 · Cited by 16
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Short message services interventions for chronic disease management: A systematic review
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Malins, S., Biswas, S., Patel, S., Levene, J., Moghaddam, N. G., & Morriss, R. K. (2020) · British Journal of Clinical Psychology · doi:10.1111/bjc.12244 · Cited by 15
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The effects of short messages encouraging prevention behaviors early in the COVID-19 pandemic
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Jin, H., & Wu, S. (2020) · Journal of Medical Internet Research · doi:10.2196/17282 · Cited by 15
Drake, A. L., Rothschild, C. W., Jiang, W., Ronen, K., & Unger, J. A. (2020) · Current HIV/AIDS Reports · doi:10.1007/s11904-020-00534-x · Cited by 17
Fritsch, C. G., Ferreira, P. H., Prior, J., Vesentini, G., Schlotfeldt, P., Eyles, J. P., Robbins, S. R., Yu, S. P., Mills, K. A. G., Taylor, D., et al. (2021) · Archives of Rehabilitation Research and Clinical Translation · doi:10.1016/j.arrct.2021.100128 · Cited by 15
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Bauer, V., Goodman, N., Lapin, B. R., Cooley, C., Wang, E., Craig, T. L., Glosner, S. E., Juhn, M. S., Cappelleri, J. C., Sadosky, A., et al. (2018) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721718767400 · Cited by 17
Mohan, B., Sharma, S., Sharma, S., Kaushal, D., Singh, B., Takkar, S., Aslam, N., Goyal, A., & Wander, G. S. (2017) · Indian Heart Journal · doi:10.1016/j.ihj.2017.05.007 · Cited by 13
Atta, S., Omar, M. M., Kaleem, S. Z., & Waxman, E. L. (2021) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2020.0568 · Cited by 13
Meyer, C. L., Sürmeli, A., Hoeflin, C., & Narla, N. P. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1025675 · Cited by 14
Hughes, J. M., Brown, R. T., Fanning, J. T., Raj, M., Bisson, A., Ghneim, M. H., & Kritchevsky, S. B. (2022) · The Gerontologist · doi:10.1093/geront/gnac173 · Cited by 14
Weir, B. W., Wirtz, A. L., Chemnasiri, T., Baral, S., Decker, M. R., Dun, C., Mon, S. H. H., Ungsedhapand, C., Dunne, E. F., Woodring, J., et al. (2023) · The Lancet Regional Health - Southeast Asia · doi:10.1016/j.lansea.2023.100217 · Cited by 14
Barreto, E. F., Cerdá, J., Freshly, B. L., Gewin, L. S., Kwong, Y. D., McCoy, I. E., Neyra, J. A., Ng, J. H., Silver, S. A., Vijayan, A., et al. (2023) · Kidney360 · doi:10.34067/kid.0000000000000309 · Cited by 14
Caso, D., & Carfora, V. (2017) · PSICOLOGIA DELLA SALUTE · doi:10.3280/pds2017-001005 · Cited by 14
May, C. D., StGeorge, J. M., & Lane, S. J. (2021) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-021-04925-w · Cited by 17
Teeters, J. B., Armstrong, N. M., King, S. A., & Hubbard, S. M. (2022) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2022.108867 · Cited by 14
Joseph, R. P., Ainsworth, B. E., Vega‐López, S., Adams, M. A., Hollingshead, K. E., Hooker, S. P., Todd, M. W., Gaesser, G. A., & Keller, C. S. (2018) · Contemporary Clinical Trials · doi:10.1016/j.cct.2018.12.011 · Cited by 16
Cox, K. L., Allida, S. M., & Hackett, M. L. (2021) · Health Education Journal · doi:10.1177/0017896920959368 · Cited by 14
Tomayko, E. J., Webber, E. J., Cronin, K. A., Prince, R. J., & Adams, A. (2020) · Current Developments in Nutrition · doi:10.1093/cdn/nzaa110 · Cited by 16
Using Mobile Phones to Collect Patient Data: Lessons Learned From the SIMPle Study
Duane, S., Tandan, M., Murphy, A. W., & Vellinga, A. (2017) · JMIR Research Protocols · doi:10.2196/resprot.6389 · Cited by 14
mHealth prompts within diabetes prevention programs: a scoping review
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Can mHealth campaigns improve CCT outcomes? Experimental evidence from sms-nudges in Indonesia
Lenel, F., Priebe, J., Satriawan, E., & Syamsulhakim, E. (2022) · Journal of Health Economics · doi:10.1016/j.jhealeco.2022.102687 · Cited by 17
Yee, L. M., Leziak, K., Jackson, J., Niznik, C. M., Saber, R., Yeh, C., & Simon, M. A. (2022) · Diabetes Spectrum · doi:10.2337/ds22-0014 · Cited by 15
Mobile Phone-Based Nutrition Education Targeting Pregnant and Nursing Mothers in Sri Lanka
Peiris, D. R., Wijesinghe, M. S. D., Gunawardana, B. M. I., Weerasinghe, W. M. P. C., Rajapaksha, R. M. N. U., Rathnayake, K. M., Ranathunga, N., Kalupahana, S., Supun, Y. A., Deshpande, S., et al. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20032324 · Cited by 19
Irvine, L. A., Morris, J. H., Dombrowski, S. U., Breckenridge, J. P., Farré, A., Özakinci, G., Lebedis, T., & Jones, C. (2023) · Pilot and Feasibility Studies · doi:10.1186/s40814-023-01326-x · Cited by 13
MacPherson, M., & Kapadia, S. (2023) · BMC Digital Health · doi:10.1186/s44247-023-00033-0 · Cited by 12
Almeida, A. M. P., Almeida, H., & Figueiredo‐Braga, M. (2018) · Procedia Computer Science · doi:10.1016/j.procs.2018.10.013 · Cited by 14
Morgan, A. K., Adei, D., Agyemang‐Duah, W., & Mensah, A. A. (2022) · BMC Family Practice · doi:10.1186/s12875-022-01797-6 · Cited by 13
McCarthy, O., Wazwaz, O., Jado, I., Leurent, B., Edwards, P., Adada, S., Stavridis, A., & Free, C. (2017) · Trials · doi:10.1186/s13063-017-2191-1 · Cited by 15
Rodda, S. N., Dowling, N. A., Knaebe, B., & Lubman, D. I. (2017) · International Gambling Studies · doi:10.1080/14459795.2017.1388831 · Cited by 13
Verbiest, M., Borrell, S., Dalhousie, S., Tupa'i-Firestone, R., Funaki, T., Goodwin, D., Grey, J., Henry, A., Hughes, E., Humphrey, G., et al. (2018) · JMIR Research Protocols · doi:10.2196/10789 · Cited by 13
Johnson, P. R., Bushar, J. A., Dunkle, M. C., Leyden, S., & Jordan, E. T. (2018) · JMIR Pediatrics and Parenting · doi:10.2196/10814 · Cited by 13
Herbst, E. D., McCaslin, S. E., Daryani, S. H., Laird, K. T., Hopkins, L. B., Pennington, D., & Kuhn, E. R. (2019) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntz037 · Cited by 13
Alcaraz, K. I., Vereen, R. N., & Burnham, D. (2020) · Journal of Medical Internet Research · doi:10.2196/16680 · Cited by 14
Dol, J., Murphy, G. T., Aston, M. L., McMillan, D., & Campbell-Yeo, M. L. (2020) · Women and Birth · doi:10.1016/j.wombi.2020.05.004 · Cited by 13
Virtual Tools to Enable Management of Knee Osteoarthritis
Hinman, R. S., Lawford, B. J., Nelligan, R. K., & Bennell, K. L. (2023) · Current Treatment Options in Rheumatology · doi:10.1007/s40674-023-00202-2 · Cited by 13
Comulada, W. S., Rezai, R., Sumstine, S., Flores, D. D., Kerin, T., Ocasio, M. A., Swendeman, D., Fernandez, M. I., & the Adolescent Trials Network (ATN) CARES Team (2023) · AIDS Care · doi:10.1080/09540121.2023.2216926 · Cited by 12
Frisby, C., Eikelboom, R. H., Mahomed‐Asmail, F., Kuper, H., Moore, D. R., de Kock, T., Manchaiah, V. K. C., & Swanepoel, D. W. (2023) · JMIR Formative Research · doi:10.2196/46043 · Cited by 12
Zoellner, J., You, W., Porter, K., Kirkpatrick, B. M., Reid, A., Brock, D. P., Chow, P. I., & Ritterband, L. M. (2024) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-024-01594-7 · Cited by 13
Cho, E., Kim, S., Kim, S., Kim, J. Y., Kim, H. J., Go, Y., Lee, Y. J., Lee, H., Gil, S., Yoon, S. K., et al. (2024) · Nutrients · doi:10.3390/nu16142254 · Cited by 12
Mobile health (m-Health) for diabetes management
Istepanian, R. S. H., Casiglia, D., & Gregory, J. W. (2017) · British Journal of Healthcare Management · doi:10.12968/bjhc.2017.23.3.102 · Cited by 12
McCarthy, O., Calderon, V. O., Makleff, S., Huaynoca, S., Leurent, B., Edwards, P., Gallardo, J. L., & Free, C. (2017) · JMIR Research Protocols · doi:10.2196/resprot.8679 · Cited by 12
Nelligan, R. K., Hinman, R. S., Kasza, J., Schwartz, S., Kimp, A. J., Atkins, L., & Bennell, K. L. (2019) · BMC Musculoskeletal Disorders · doi:10.1186/s12891-019-2801-z · Cited by 12
Nonadherence in bipolar disorder patients: A 14-year retrospective study
Jith, A., Narayanan, D., & Bansal, R. (2020) · Indian Journal of Psychiatry · doi:10.4103/psychiatry.indianjpsychiatry_357_19 · Cited by 12
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Moon, R. Y., Hauck, F. R., Kellams, A. L., Colson, E. R., Geller, N. L., Heeren, T., Kerr, S. M., & Corwin, M. J. (2017) · Academic Pediatrics · doi:10.1016/j.acap.2017.06.004 · Cited by 12
Direito, A., Rawstorn, J. C., Mair, J. L., Daryabeygi‐Khotbehsara, R., Maddison, R., & Tai, E. S. (2019) · Digital Health · doi:10.1177/2055207619890480 · Cited by 10
Dombrowski, S. U., McDonald, M., Pol, M. M. V. D., Grindle, M., Avenell, A., Carroll, P., Calveley, E., Elders, A., Glennie, N., Gray, C. M., et al. (2020) · Public Health Research · doi:10.3310/phr08110 · Cited by 13
MacPherson, M., Merry, K. J., Locke, S., & Jung, M. E. (2022) · JMIR Formative Research · doi:10.2196/36143 · Cited by 13
Smart Technology in Lung Disease Clinical Trials
Geller, N. L., Kim, D., & Tian, X. (2015) · CHEST Journal · doi:10.1378/chest.15-1314 · Cited by 12
Haghighinejad, H., Liaghat, L., Malekpour, F., Jafari, P., Taghipour, K., Rezaie, M., Jooya, P., Ghazipoor, H., & Ramzi, M. (2022) · BMC Primary Care · doi:10.1186/s12875-022-01820-w · Cited by 11
King, E., Cheyne, H., Abhyankar, P., Elders, A., Grindle, M., Hapca, A., Jones, C., O’Carroll, R. E., Steele, M., & Williams, B. (2022) · Patient Education and Counseling · doi:10.1016/j.pec.2021.12.019 · Cited by 11
Hurwitz, H., Mercer, M., & Rose, S. L. (2023) · Patient Experience Journal · doi:10.35680/2372-0247.1669 · Cited by 13
Geospatial Artificial Intelligence (GeoAI): Applications in Health Care
Sahana, K. S., Karthik, C., Manivasagan, M. S., Chaithra, M., Abhinandithe, S., Snehalatha, B., Sridhar, R., Balasubramanian, S., & S., M. B. (2022) · International Journal of Health & Allied Sciences · doi:10.55691/2278-344x.1044 · Cited by 11
Harrison, R. M., Lapteva, E., & Bibin, A. (2024) · JMIR AI · doi:10.2196/52974 · Cited by 15
Nayak, S. S., Amini‐Salehi, E., Ulrich, M. T., Sahli, Y., Fleischman, M., Patel, M., Naeiji, M., Maghsoodifar, H., Douki, S. A. H. S., Alotaibi, A., et al. (2025) · Annals of Medicine and Surgery · doi:10.1097/ms9.0000000000003034 · Cited by 13
Green, E. P., Whitcomb, A., Kahumbura, C., Rosen, J. G., Goyal, S., Achieng, D., & Bellows, B. (2019) · Gates Open Research · doi:10.12688/gatesopenres.12999.1 · Cited by 11
Oyibo, K. (2021) · Information · doi:10.3390/info12090350 · Cited by 11
Yakovchenko, V., McInnes, D. K., Petrakis, B. A., Gillespie, C., Lipschitz, J. M., McCullough, M. B., Richardson, L. M., Vetter, B., & Hogan, T. P. (2021) · JMIR mhealth and uhealth · doi:10.2196/31037 · Cited by 11
Using text messages to engage low-income parents in school-based nutrition education
Grutzmacher, S. K., Duru, E. B., Speirs, K. E., Worthington, L., Munger, A., & Lachenmayr, L. (2017) · Journal of Hunger & Environmental Nutrition · doi:10.1080/19320248.2017.1364196 · Cited by 11
Rojas, E. O., Anthony, C. A., Kain, J., Glass, N. A., Shah, A. S., Smith, T. L., & Miller, B. J. (2019) · PubMed Central · Cited by 11
Fakolade, A. O., Walters, A. J., Cameron, J., Latimer‐Cheung, A. E., & Pilutti, L. A. (2019) · Patient Education and Counseling · doi:10.1016/j.pec.2019.10.022 · Cited by 11
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Sharma, I. P., Chaudhry, M., Sharma, D., & Kaiti, R. (2021) · PLOS Global Public Health · doi:10.1371/journal.pgph.0000025 · Cited by 10
Nelson, L. A., Roddy, M. K., Bergner, E. M., Gonzalez, J., Gentry, C. K., LeStourgeon, L. M., Kripalani, S. B., Hull, P. C., & Mayberry, L. S. (2022) · Journal of Clinical and Translational Science · doi:10.1017/cts.2022.503 · Cited by 13
Muench, F. J., Madden, S. P., Oommen, S., Forthal, S., Srinagesh, A., Stadler, G., Kuerbis, A., Leeman, R. F., Suffoletto, B. P., Baumel, A., et al. (2023) · Addiction · doi:10.1111/add.16391 · Cited by 10
Metadata
- Authors
- Hall, A. K., Cole-Lewis, H., & Bernhardt, J. M.
- Affiliations
- University of Washington (US)
- Columbia University (US)
- The University of Texas at Austin (US)
- Venue
- Annual Review of Public Health
- Publisher
- Annual Reviews
- Published
- 2015-03-18
- Volume
- 36
- Issue
- 1
- Pages
- 393-415
- ISSN
- 0163-7525 (ISSN-L)
- 1545-2093
- PMC
- PMC4406229
- OpenAlex
- W2118907952
- Cited by
- 815
- References
- 46
- Citations by year
- 2026: 32 · 2025: 52 · 2024: 65 · 2023: 67 · 2022: 89 · 2021: 94 · 2020: 94 · 2019: 93 · 2018: 84 · 2017: 85 · 2016: 42 · 2015: 17
- FWCI
- 13.65
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Annual Review of Public Health (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- University of Washington (T15LM007442)
- National Institutes of Health
- U.S. National Library of Medicine (T15LM007079, T15LM007442)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Physical Sciences › Computer Science › Information Systems › Mobile Learning in Education
- Social Sciences › Health › Social Media in Health Education
- Keywords
- text messaging, health behavior change, diabetes self-management, weight loss, physical activity, smoking cessation, medication adherence, antiretroviral therapy, public health interventions, cost-effectiveness
- MeSH terms
- Health Promotion, Humans, Program Evaluation, Cell Phone, Medication Adherence, Text Messaging, Weight Reduction Programs
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