A systematic review of IT for diabetes self-management: Are we there yet?
Abstract
Background Recent advances in information technology (IT) coupled with the increased ubiquitous nature of information technology (IT) present unique opportunities for improving diabetes self-management. The objective of this paper is to determine, in a systematic review, how IT has been used to improve self-management for adults with Type 1 and Type 2 diabetes.Methods The review covers articles extracted from relevant databases using search terms related information technology and diabetes self-management published after 1970 until August 2012. Additional articles were extracted using the citation map in Web of Science. Articles representing original research describing the use of IT as an enabler for self-management tasks performed by the patient are included in the final analysis.Results Overall, 74% of studies showed some form of added benefit, 13% articles showed no-significant value provided by IT, and 13% of articles did not clearly define the added benefit due to IT. Information technologies used included the Internet (47%), cellular phones (32%), telemedicine (12%), and decision support techniques (9%). Limitations and research gaps identified include usability, real-time feedback, integration with provider electronic medical record (EMR), as well as analytics and decision support capabilities.Conclusion There is a distinct need for more comprehensive interventions, in which several technologies are integrated in order to be able to manage chronic conditions such as diabetes. Such IT interventions should be theoretically founded and should rely on principles of user-centered and socio-technical design in its planning, design and implementation. Moreover, the effectiveness of self-management systems should be assessed along multiple dimensions: motivation for self-management, long-term adherence, cost, adoption, satisfaction and outcomes as a final result.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Tailored design and personalized contents for patients is a facilitator, and one-for-all unified contents and designs could be a barrier.
“Tailored design and personalized contents for patients is a facilitator, and one-for-all unified contents and designs could be a barrier.”
From Digital health interventions for non-communicable disease management in primary health care in low-and middle-income countries (2023) · cites this paper as [34]
Technical constraints (e.g., cell phone unavailability, internet instability) in marginal and remote regions limit the coverage of digital health.
“Technical constraints (e.g., cell phone unavailability, internet instability) in marginal and remote regions limit the coverage of digital health.”
From Digital health interventions for non-communicable disease management in primary health care in low-and middle-income countries (2023) · cites this paper as [34]
Designing incentives/motivations for primary healthcare providers and patients to use digital health facilitates the uptake, while lack of that could be a barrier.
“Designing incentives/motivations for primary healthcare providers and patients to use digital health facilitates the uptake, while lack of that could be a barrier.”
From Digital health interventions for non-communicable disease management in primary health care in low-and middle-income countries (2023) · cites this paper as [34]
Digital health tools that enable two-way human interactions are better accepted, while replacing human communications with automatic responses is less favored.
“Digital health tools that enable two-way human interactions are better accepted while replacing human communications with automatic responses is less favored.”
From Digital health interventions for non-communicable disease management in primary health care in low-and middle-income countries (2023) · cites this paper as [34]
Easily navigable interface is a facilitator, and poor/complicated interface is a barrier for the uptake of digital health tools.
“Easily navigable interface is a facilitator, and poor/complicated interface is a barrier for the uptake of digital health tools.”
From Digital health interventions for non-communicable disease management in primary health care in low-and middle-income countries (2023) · cites this paper as [34]
Cites
Standards of Medical Care in Diabetes—2012
(2012) · Diabetes Care · doi:10.2337/dc12-s011 · Cited by 2,240 · see citing works
Venkatesh, V., Brown, S. A., Maruping, L. M., & Bala, H. (2008) · MIS Quarterly · doi:10.2307/25148853 · Cited by 875 · see citing works
Tate, D. F., Jackvony, E. H., & Wing, R. R. (2003) · JAMA · doi:10.1001/jama.289.14.1833 · Cited by 666 · see citing works
A European Evidence-Based Guideline for the Prevention of Type 2 Diabetes
Paulweber, B., Valensi, P. E., Lindström, J., Lalic, N. M., Greaves, C. J., McKee, M., Kissimova‐Skarbek, K., Liatis, S., Cosson, E., Szendroedi, J., et al. (2010) · Hormone and Metabolic Research · doi:10.1055/s-0029-1240928 · Cited by 469 · see citing works
Chomutare, T., Fernandez-Luque, L., Årsand, E., & Hartvigsen, G. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1874 · Cited by 451 · see citing works
Quinn, C. C., Clough, S. S., Minor, J. M., Lender, D., Okafor, M. C., & Gruber-Baldini, A. (2008) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2008.0283 · Cited by 406 · see citing works
Shea, S., Weinstock, R. S., Teresi, J. A., Palmas, W., Starren, J. B., Cimino, J. J., Lai, A. M., Field, L., Morin, P. C., Goland, R., et al. (2009) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m3157 · Cited by 375 · see citing works
Mobile Applications for Diabetes Self-Management: Status and Potential
El-Gayar, O., Timsina, P., Nawar, N., & Eid, W. (2013) · Journal of Diabetes Science and Technology · doi:10.1177/193229681300700130 · Cited by 370 · see citing works
Self-citationThe Diabetes Network Internet-Based Physical Activity Intervention
McKay, H. G., King, D., Eakin, E. G., Seeley, J. R., & Glasgow, R. E. (2001) · Diabetes Care · doi:10.2337/diacare.24.8.1328 · Cited by 363 · cited 2× · see citing works
“5 Satisfaction Yes McKay (2001) [111] T2 Internet Two-way 78 2 Physical activity McKay (2002) [112] T2 Internet Two-way 160 3 Healthy behavior Yes McMohan (2005) [44] T1&2 Internet Two-way 104 12 HbA1c Yes >1% Meneghini (1998) [52] ND Phone Two-way 30 12 HbA1c Yes >0.”
Au, N., Ngai, E. W. T., & Cheng, T. C. E. (2008) · MIS Quarterly · doi:10.2307/25148828 · Cited by 350 · see citing works
Barrera, M., Glasgow, R. E., McKay, H. G., Boles, S. M., & Feil, E. G. (2002) · American Journal of Community Psychology · doi:10.1023/a:1016369114780 · Cited by 333 · see citing works
Web-Based Care Management in Patients With Poorly Controlled Diabetes
McMahon, G. T., Gomes, H. E., Hohne, S. H., Hu, T. M.-J., Levine, B. A., & Conlin, P. R. (2005) · Diabetes Care · doi:10.2337/diacare.28.7.1624 · Cited by 319 · see citing works
Diabetes Management via Mobile Phones: A Systematic Review
Holtz, B., & Lauckner, C. (2012) · Telemedicine and e-Health · doi:10.1089/tmj.2011.0119 · Cited by 318 · see citing works
Online Diabetes Self-Management Program
Lorig, K., Ritter, P. L., Laurent, D. D., Plant, K., Green, M., Jernigan, V. B. B., & Case, S. (2010) · Diabetes Care · doi:10.2337/dc09-2153 · Cited by 316 · see citing works
Shea, S. A., Weinstock, R. S., Starren, J. B., Teresi, J. A., Palmas, W., Field, L., Morin, P. C., Goland, R., Izquierdo, R. E., Wolff, L. T., et al. (2005) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m1917 · Cited by 309 · see citing works
Charpentier, G., Benhamou, P.-Y., Dardari, D., Clergeot, A., Franc, S., Schaepelynck-Belicar, P., Catargi, B., Melki, V., Chaillous, L., Farret, A., et al. (2011) · Diabetes Care · doi:10.2337/dc10-1259 · Cited by 292 · see citing works
Hanauer, D. A., Wentzell, K., Laffel, N., & Laffel, L. M. (2009) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2008.0022 · Cited by 261 · see citing works
Problem solving in diabetes self-management: A model of chronic illness self-management behavior
Hill-Briggs, F. (2003) · Annals of Behavioral Medicine · doi:10.1207/s15324796abm2503_04 · Cited by 241 · cited 3× · see citing works
“W ei n st oc k (2 01 1) [5 6] N D Te le m ed ic in e Tw ow ay 16 50 Ph ys ic al ac ti vi ty Y es”
BackgroundHolbrook, A. M., Thabane, L., Keshavjee, K., Dolovich, L. R., Bernstein, B., Chan, D., Troyan, S., Foster, G., Gerstein, H. C., & for the COMPETE II Investigators (2009) · Canadian Medical Association Journal · doi:10.1503/cmaj.081272 · Cited by 231 · see citing works
Diabetes Self-Management Care via Cell Phone: A Systematic Review
Krishna, S., & Boren, S. A. (2008) · Journal of Diabetes Science and Technology · doi:10.1177/193229680800200324 · Cited by 225 · see citing works
Farmer, A., Gibson, O. J., Tarassenko, L., & Neil, A. (2005) · Diabetic Medicine · doi:10.1111/j.1464-5491.2005.01627.x · Cited by 211 · see citing works
Practice-Linked Online Personal Health Records for Type 2 Diabetes Mellitus
Grant, R. W., Wald, J. S., Schnipper, J. L., Gandhi, T. K., Poon, E. G., Orav, E. J., Williams, D. H., Volk, L. A., & Middleton, B. (2008) · Archives of Internal Medicine · doi:10.1001/archinte.168.16.1776 · Cited by 209 · see citing works
Twelve-month outcomes of an Internet-based diabetes self-management support program
Glasgow, R. E., Kurz, D., King, D. K., Dickman, J. M., Faber, A. J., Halterman, E., Woolley, T., Toobert, D. J., Strycker, L. A., Estabrooks, P. A., et al. (2011) · Patient Education and Counseling · doi:10.1016/j.pec.2011.07.024 · Cited by 205 · see citing works
Winkelman, W. J. (2005) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m1712 · Cited by 203 · see citing works
Cho, J., Chang, S., Kwon, H., Choi, Y., Ko, S., Moon, S., Yoo, S.-J., Song, K., Son, H.-S., Kim, H., et al. (2006) · Diabetes Care · doi:10.2337/dc05-2371 · Cited by 194 · see citing works
Lim, S., Kang, S. M., Shin, H., Lee, H. J., Won Yoon, J., Yu, S. H., Kim, S.-Y., Yoo, S. Y., Jung, H. S., Park, K. S., et al. (2011) · Diabetes Care · doi:10.2337/dc10-1447 · Cited by 191 · see citing works
Mobile Phone-Based Self-Management Tools for Type 2 Diabetes: The Few Touch Application
Arsand, E., Tatara, N., ostengen, G., & Hartvigsen, G. (2010) · Journal of Diabetes Science and Technology · doi:10.1177/193229681000400213 · Cited by 188 · see citing works
Active Care Management Supported by Home Telemonitoring in Veterans With Type 2 Diabetes
Stone, R. A., Rao, R. H., Sevick, M. A., Cheng, C., Hough, L. J., Macpherson, D. S., Franko, C. M., Anglin, R. A., Obrosky, D. S., & DeRubertis, F. R. (2009) · Diabetes Care · doi:10.2337/dc09-1012 · Cited by 184 · see citing works
Effectiveness of mobile and internet intervention in patients with obese type 2 diabetes
Kim, S.-I., & Kim, H.-S. (2008) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2007.07.006 · Cited by 180 · see citing works
Ramadas, A., Quek, K. F., Chan, C. K. Y., & Oldenburg, B. (2011) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2011.02.002 · Cited by 180 · see citing works
Evaluation of a mobile phone telemonitoring system for glycaemic control in patients with diabetes
Istepanian, R. S., Zitouni, K., Harry, D., Moutosammy, N., Sungoor, A., Tang, B., & Earle, K. A. (2009) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2009.003006 · Cited by 177 · see citing works
Rossi, M. C. E., Nicolucci, A., Di Bartolo, P., Bruttomesso, D., Girelli, A., Ampudia, F. J., Kerr, D., Ceriello, A., Mayor, C. D. L. Q., Pellegrini, F., et al. (2010) · Diabetes Care · doi:10.2337/dc09-1327 · Cited by 174 · see citing works
An Internet-Based Program to Improve Self-Management in Adolescents With Type 1 Diabetes
Mulvaney, S. A., Rothman, R. L., Wallston, K. A., Lybarger, C. K., & Dietrich, M. S. (2009) · Diabetes Care · doi:10.2337/dc09-1881 · Cited by 171 · see citing works
Ralston, J. D., Debra Revere, A., Robins, L., & Goldberg, H. I. (2004) · BMJ · doi:10.1136/bmj.328.7449.1159 · Cited by 170 · see citing works
Jackson, C. L., Bolen, S. D., Brancati, F. L., Batts-Turner, M. L., & Gary‐Webb, T. L. (2005) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2005.00310.x · Cited by 166 · see citing works
Telemedicine as a tool for intensive management of diabetes: the DIABTel experience
Aguilera, E. J. G., Hernando, M. E., García‐Olaya, Á., del Pozo, F., Cermeño, J., Corcoy, R., Brugués, E., & de Leiva, A. (2002) · Computer Methods and Programs in Biomedicine · doi:10.1016/s0169-2607(02)00039-1 · Cited by 160 · see citing works
Mckay, H., Glasgow, R. E., Feil, E. G., Boles, S., & Manuel, J. B. (2002) · Rehabilitation Psychology · doi:10.1037//0090-5550.47.1.31 · Cited by 158 · see citing works
Glycemic Control and Health Disparities in Older Ethnically Diverse Underserved Adults With Diabetes
Weinstock, R. S., Teresi, J. A., Goland, R., Izquierdo, R. E., Palmas, W., Eimicke, J. P., Ebner, S. A., & Shea, S. A. (2011) · Diabetes Care · doi:10.2337/dc10-1346 · Cited by 155 · see citing works
Cho, J.-H., Lee, H.-C., Lim, D.-J., Kwon, H.-S., & Yoon, K.-H. (2009) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2008.080412 · Cited by 155 · see citing works
McKay, H. G., Glasgow, R. E., Feil, E. G., Boles, S. M., & Barrera, M. (2002) · Rehabilitation Psychology · doi:10.1037/0090-5550.47.1.31 · Cited by 145 · see citing works
Frøisland, D. H., Årsand, E., & Skårderud, F. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.2155 · Cited by 144 · see citing works
"Sweet Talk": Text Messaging Support for Intensive Insulin Therapy for Young People with Diabetes
Franklin, V. L., Waller, A., Pagliari, C., & Greene, S. A. (2003) · Diabetes Technology & Therapeutics · doi:10.1089/152091503322641042 · Cited by 137 · see citing works
A telemedicine support for diabetes management: the T-IDDM project
Bellazzi, R., Larizza, C., Stefania Montani, B., Riva, A., Mario Stefanelli, A., d’Annunzio, G., Lorini, R., Aguilera, E. J. G., Hernando, M. E., Brugués, E., et al. (2002) · Computer Methods and Programs in Biomedicine · doi:10.1016/s0169-2607(02)00038-x · Cited by 133 · see citing works
Bond, G. E., Burr, R. L., Wolf, F. M., & Feldt, K. S. (2010) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721710366758 · Cited by 131 · see citing works
Kim, H.-S. (2007) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2006.01.011 · Cited by 130 · see citing works
A pilot test of a tailored mobile and web-based diabetes messaging system for adolescents
Mulvaney, S. A., Anders, S., Smith, A. K., Pittel, E. J., & Johnson, K. B. (2012) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2011.111006 · Cited by 128 · see citing works
Bond, G. E., Burr, R. L., Wolf, F. M., Price, M. J., McCurry, S. M., & Teri, L. L. (2007) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2006.0057 · Cited by 121 · see citing works
Homko, C. J., Santamore, W. P., Whiteman, V. E., Bower, M., Berger, P. K., Geifman-Holtzman, O., & Bové, A. A. (2007) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2006.0034 · Cited by 120 · see citing works
Tsang, M. W., Mok, M. P. H., Kam, G. Y. W., Jung, M., Tang, A., & Chan, U. (2001) · Journal of Telemedicine and Telecare · doi:10.1258/1357633011936138 · Cited by 118 · see citing works
Benhamou, P.-Y., Melki, V., Boizel, R., Perreal, F., Quesada, J.-L., Bessieres-Lacombe, S., Bosson, J.-L., Halimi, S., & Hanaire, H. (2007) · Diabetes & Metabolism · doi:10.1016/j.diabet.2007.01.002 · Cited by 118 · see citing works
Thomas, A. M., Peterson, L., & Goldstein, D. (1997) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/22.4.541 · Cited by 118 · see citing works
Feasibility and Use of an Internet Support Service for Diabetes Self-Management
McKay, H. G., Feil, E. G., Glasgow, R. E., & Brown, J. (1998) · The Science of Diabetes Self-Management and Care · doi:10.1177/014572179802400207 · Cited by 117 · see citing works
Lyles, C. R., Harris, L. T., Le, T., Flowers, J., Tufano, J., Britt, D., Hoath, J., Hirsch, I. B., Goldberg, H. I., & Ralston, J. D. (2011) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2010.0200 · Cited by 116 · see citing works
Richardson, C. R., Mehari, K., McIntyre, L. G., Janney, A. W., Fortlage, L. A., Sen, A., Strecher, V. J., & Piette, J. D. (2007) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-4-59 · Cited by 113 · see citing works
Trief, P. M., Izquierdo, R. E., Eimicke, J. P., Teresi, J. A., Goland, R., Palmas, W., Shea, S., & Weinstock, R. S. (2012) · Ethnicity and Health · doi:10.1080/13557858.2012.700915 · Cited by 112 · see citing works
Homko, C. J., Deeb, L. C., Rohrbacher, K., Mulla, W. R., Mastrogiannis, D., Gaughan, J., Santamore, W. P., & Bové, A. A. (2012) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2012.0010 · Cited by 110 · see citing works
Trief, P. M., Teresi, J. A., Eimicke, J. P., Shea, S., & Weinstock, R. S. (2008) · Age and Ageing · doi:10.1093/ageing/afn299 · Cited by 109 · see citing works
Diabetes Buddies: Peer Support Through a Mobile Phone Buddy System
Rotheram-Borus, M. J., Tomlinson, M., Gwegwe, M., Comulada, W. S., Kaufman, N., & Keim, M. (2012) · The Diabetes Educator · doi:10.1177/0145721712444617 · Cited by 108 · cited 2× · see citing works
“Rotheram-Borus (2012) [120] ND Phone Two-way 22 3 Behavior Yes Rotheram-Borus (2012) Shea (2006) [121] ND Telemedicine Two-way 1665 12 HbA1c Yes <0.”
Hussein, W. I., Hasan, K., & Jaradat, A. (2011) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2011.07.025 · Cited by 106 · see citing works
Glasgow, R. E., Kurz, D., King, D., Dickman, J. M., Faber, A. J., Halterman, E., Wooley, T., Toobert, D. J., Strycker, L. A., Estabrooks, P. A., et al. (2010) · Journal of General Internal Medicine · doi:10.1007/s11606-010-1480-0 · Cited by 106 · see citing works
The effect of telemedicine on outcome and quality of life in pregnant women with diabetes
Dalfrà, M. G., Nicolucci, A., Lapolla, A., & on behalf of the, T. I. S. G. (2009) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2009.081213 · Cited by 105 · see citing works
Harris, L. T., Haneuse, S., Martin, D. P., & Ralston, J. D. (2009) · Diabetes Care · doi:10.2337/dc08-1771 · Cited by 103 · see citing works
The HealthPia GlucoPack ™ Diabetes Phone: A Usability Study
Carroll, A. E., Marrero, D. G., & Downs, S. M. (2007) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2006.0002 · Cited by 98 · see citing works
Using mobile phones to measure adolescent diabetes adherence.
Mulvaney, S. A., Rothman, R. L., Dietrich, M. S., Wallston, K. A., Grove, E., Elasy, T. A., & Johnson, K. B. (2011) · Health Psychology · doi:10.1037/a0025543 · Cited by 97 · see citing works
Rollo, M. E., Ash, S., Lyons‐Wall, P., & Russell, A. W. (2011) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2011.100906 · Cited by 95 · see citing works
A web‐based pedometer programme in women with a recent history of gestational diabetes
KIM, C., Draska, M., Hess, M. L., Wilson, E. J., & Richardson, C. R. (2011) · Diabetic Medicine · doi:10.1111/j.1464-5491.2011.03415.x · Cited by 86 · see citing works
1st Annual Crossing the Quality Chasm Summit
Institute of Medicine (2004) · National Academies Press eBooks · doi:10.17226/11085 · Cited by 82 · see citing works
Telemedicine Influence on the Follow-Up of Type 2 Diabetes Patients
Rodriguez-Idigoras, M. I., Muñoz, J. S., Sánchez-Garrido-Escudero, R., Martinez-Gonzalez, J. L., Castellón, J. L. E., Paniagua-Gómez, I. M., Bernal-López, M. R., Fuentes-Simón, M. V., & Garófano-Serrano, D. (2009) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2008.0114 · Cited by 79 · see citing works
West, S. P., Lagua, C. T., Trief, P. M., Izquierdo, R. E., & Weinstock, R. S. (2010) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2009.0136 · Cited by 77 · see citing works
Weinstock, R. S., Brooks, G., Palmas, W., Morin, P. C., Teresi, J. A., Eimicke, J. P., Silver, S., Izquierdo, R., Goland, R., & Shea, S. (2011) · Age and Ageing · doi:10.1093/ageing/afq147 · Cited by 72 · see citing works
An Electronic Case Manager for Diabetes Control
Meneghini, L., Albisser, A. M., Goldberg, R. B., & Mintz, D. H. (1998) · Diabetes Care · doi:10.2337/diacare.21.4.591 · Cited by 72 · see citing works
Rossi, M. C. E., Nicolucci, A., Pellegrini, F., Bruttomesso, D., Bartolo, P. D., Marelli, G., Dal Pos, M., Galetta, M., Horwitz, D., & Vespasiani, G. (2009) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2008.0020 · Cited by 69 · see citing works
Using a Cell Phone-Based Glucose Monitoring System for Adolescent Diabetes Management
Carroll, A. E., DiMeglio, L. A., Stein, S., & Marrero, D. G. (2011) · The Diabetes Educator · doi:10.1177/0145721710387163 · Cited by 66 · see citing works
Management of type 2 diabetes: NICE guidelines
Sibal, L., & Home, P. (2009) · Clinical Medicine · doi:10.7861/clinmedicine.9-4-353 · Cited by 58 · see citing works
Designing mobile support for glycemic control in patients with diabetes
Harris, L. T., Tufano, J., Le, T., Rees, C., Lewis, G. A., Evert, A. B., Flowers, J., Collins, C., Hoath, J., Hirsch, I. B., et al. (2010) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2010.05.004 · Cited by 58 · see citing works
Earle, K. A., Istepanian, R. S. H., Zitouni, K., Sungoor, A., & Tang, B. (2010) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2009.0090 · Cited by 57 · see citing works
Tildesley, H. D., Mazanderani, A. B., & Ross, S. A. (2010) · Diabetes Care · doi:10.2337/dc09-2256 · Cited by 57 · see citing works
Mulvaney, S. A., Rothman, R. L., Osborn, C. Y., Lybarger, C. K., Dietrich, M. S., & Wallston, K. A. (2010) · Patient Education and Counseling · doi:10.1016/j.pec.2010.09.018 · Cited by 56 · see citing works
Evaluation of an Internet Diabetes Self-Management Training Program for Adolescents and Young Adults
Gerber, B. S., Solomon, M. C., Shaffer, T. L., Quinn, M. T., & Lipton, R. B. (2007) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2006.0058 · Cited by 56 · see citing works
Cho, J., Kwon, H., Kim, H., Oh, J.-A., & Yoon, K. (2011) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2011.100913 · Cited by 55 · see citing works
Watson, A. J., Kvedar, J. C., Rahman, B., Pelletier, A. C., Salber, G. J., & Grant, R. W. (2009) · Journal of Diabetes Science and Technology · doi:10.1177/193229680900300216 · Cited by 54 · see citing works
Fonda, S. J., McMahon, G. T., Gomes, H. E., Hohne, S. H., & Conlin, P. R. (2009) · Journal of Diabetes Science and Technology · doi:10.1177/193229680900300113 · Cited by 52 · see citing works
Telemedicine and Diabetes Management: Current Challenges and Future Research Directions
Bellazzi, R. (2008) · Journal of Diabetes Science and Technology · doi:10.1177/193229680800200114 · Cited by 49 · see citing works
Improving Diabetes Self-Care with a PDA in Ambulatory Care
Forjuoh, S. N., Reis, M. D., Couchman, G. R., & Ory, M. G. (2008) · Telemedicine and e-Health · doi:10.1089/tmj.2007.0053 · Cited by 47 · see citing works
Bellazzi, R., Arcelloni, M., Ferrari, P., Cata, P. D., Hernando, M. E., García‐Olaya, Á., Gazzaruso, C., Aguilera, E. J. G., Larizza, C., Fratino, P., et al. (2004) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2004.6.567 · Cited by 46 · see citing works
The Clinical Impact of eHealth on the Self-Management of Diabetes: A Double Adoption Perspective
Kelley, H. M., Chiasson, M. W., Downey, A. M., & Pacaud, D. (2011) · Journal of the Association for Information Systems · doi:10.17705/1jais.00263 · Cited by 43 · see citing works
Corriveau, E. A., Durso, P. J., Kaufman, E., SKIPPER, B. J., Laskaratos, L. A., & Heintzman, K. B. (2008) · Pediatric Diabetes · doi:10.1111/j.1399-5448.2008.00363.x · Cited by 43 · see citing works
Landau, Z., Mazor‐Aronovitch, K., Boaz, M., Magnazi, M. B., Graph‐Barel, C., Levek, N., & Pinhas‐Hamiel, O. (2011) · Pediatric Diabetes · doi:10.1111/j.1399-5448.2011.00800.x · Cited by 42 · see citing works
A Review of Mobile Terminal-Based Applications for Self-Management of Patients with Diabetes
Tatara, N., Årsand, E., Nilsen, H., & Hartvigsen, G. (2009) · 2009 International Conference on eHealth, Telemedicine, and Social Medicine · doi:10.1109/etelemed.2009.14 · Cited by 42 · see citing works
Effects of an Internet-based Intervention on Plasma Glucose Levels in Patients With Type 2 Diabetes
Kim, H., Yoo, Y.-S., & Shim, H.-S. (2005) · Journal of Nursing Care Quality · doi:10.1097/00001786-200510000-00009 · Cited by 38 · see citing works
Data Mining Technologies for Blood Glucose and Diabetes Management
Bellazzi, R., & Abu–Hanna, A. (2009) · Journal of Diabetes Science and Technology · doi:10.1177/193229680900300326 · Cited by 37 · see citing works
Eslami, S., de Keizer, N. F., Dongelmans, D. A., de Jonge, E., Schultz, M. J., & Abu–Hanna, A. (2011) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2011.10.004 · Cited by 35 · see citing works
van Bastelaar, K. M. P., Pouwer, F., Cuijpers, P. J., Riper, H. M., Twisk, J. W. R., & Snoek, F. J. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1657 · Cited by 33 · see citing works
Handbook of Research on Mobility and Computing: Evolving Technologies and Ubiquitous Impacts
Bjelkemyr, M., Maffei, A., & Onori, M. A. (2011) · Cited by 32 · see citing works
PDA-assisted low glycemic index dietary intervention for type II diabetes: a pilot study
Ma, Y., Olendzki, B. C., Chiriboga, D., Rosal, M., Sinagra, E., Crawford, S., Hafner, A. R., Pagoto, S. L., Magner, R. P., & Ockene, I. S. (2006) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1602443 · Cited by 32 · see citing works
Telemedicine-supported insulin optimisation in primary care
Larsen, M. E., Turner, J., Farmer, A. A., Neil, A., & Tarassenko, L. (2010) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2010.100103 · Cited by 31 · see citing works
Automated Phone Capture of Diabetes Patients Readings with Consultant Monitoring via the Web
Harper, R., Nicholl, P., McTear, M., Wallace, J., Black, L.-A., & Kearney, P. (2008) · 15th Annual IEEE International Conference and Workshop on the Engineering of Computer Based Systems (ecbs 2008) · doi:10.1109/ecbs.2008.31 · Cited by 29 · see citing works
Bryce, C. L., Zickmund, S. L., Hess, R., McTigue, K. M., Olshansky, E. F., Fitzgerald, K., & Fischer, G. S. (2008) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2008.0005 · Cited by 28 · see citing works
Ferrer‐Roca, O., Burbano, K. F., Cárdenas, A., Pulido, P. A. P., & Diaz-Cardama, A. (2004) · Journal of Telemedicine and Telecare · doi:10.1258/1357633042026288 · Cited by 26 · see citing works
Cavan, D. A., Everett, J., Plougmann, S., & Hejlesen, O. K. (2003) · Journal of Telemedicine and Telecare · doi:10.1258/135763303322196330 · Cited by 26 · see citing works
Boukhors, Y., RABASA-LHORET, R. P. R., Langelier, H., Soultan, M., Lacroix, A., & Chiasson, J. L. (2003) · Diabetes & Metabolism · doi:10.1016/s1262-3636(07)70078-2 · Cited by 25 · see citing works
González-Molero, I., Domínguez-López, M., Guerrero, M., Carreira, M., Caballero, F., Rubio-Martín, E., Linares, F., Cardona, I., Anarte, M. T., de Adana, M. S. R., et al. (2012) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2012.120103 · Cited by 24 · see citing works
Automated telephone reminder messages can assist electronic diabetes care
Mollon, B., Holbrook, A. M., Keshavjee, K., Troyan, S., Gaebel, K., Thabane, L., & Perera, G. C. (2008) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2007.070702 · Cited by 24 · see citing works
Plougmann, S., Hejlesen, O. K., Turner, B. C., Kerr, D. E., & Cavan, D. A. (2003) · International Journal of Medical Informatics · doi:10.1016/s1386-5056(03)00038-8 · Cited by 21 · see citing works
Forjuoh, S. N., Reis, M. D., Couchman, G. R., Ory, M. G., Mason, S., & Molonket-Lanning, S. (2007) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2007.04.060166 · Cited by 20 · see citing works
Telemedicine for diabetes support in family doctors’ practices: A pilot project
Bujnowska–Fedak, M. M., Puchała, E., & Steciwko, A. (2006) · Journal of Telemedicine and Telecare · doi:10.1258/135763306777978551 · Cited by 19 · see citing works
Telemedicine in the management of young patients with type 1 diabetes mellitus: a follow-up study.
d’Annunzio, G., Bellazzi, R., Larizza, C., Stefania Montani, B., Pennati, C., Castelnovi, C., Mario Stefanelli, A., Rondini, G., & Lorini, R. (2003) · PubMed · Cited by 18 · see citing works
Nijland, N., Seydel, E. R., van Gemert‐Pijnen, J. E. W. C., Brandenburg, B. J., Kelders, S. M., & Will, M. (2009) · International Conference on eHealth, Telemedicine, and Social Medicine · doi:10.1109/etelemed.2009.33 · Cited by 17 · see citing works
Wireless and Mobile Technologies Improving Diabetes Self-Management
Årsand, E., Tatara, N., & Hartvigsen, G. (2011) · Handbook of Research on Mobility and Computing · doi:10.4018/978-1-60960-042-6.ch009 · Cited by 17 · cited 2× · see citing works
“[16] E.”
Bond, G. E., Burr, R. L., Wolf, F. M., Price, M. J., McCurry, S. M., & Teri, L. L. (2006) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2006.12.707 · Cited by 15 · see citing works
Ładyżyński, P., Wojcicki, J. M., Krzymień, J., Foltyński, P., Migalska‐Musial, K., Tracz, M., & Karnafel, W. (2006) · The International Journal of Artificial Organs · doi:10.1177/039139880602901108 · Cited by 15 · see citing works
Adoption and use of an online patient portal for diabetes (Diabetes-STAR).
Ross, S. E., Haverhals, L. M., Main, D. S., Bull, S. S., Pratte, K., & Lin, C.-T. (2006) · PubMed Central · Cited by 12 · see citing works
Impact of a PDA-Based Diabetes Electronic Management System in a Primary Care Office
Jones, D. G., & Curry, W. (2006) · American Journal of Medical Quality · doi:10.1177/1062860606293594 · Cited by 12 · see citing works
Individualized electronic decision support and reminders can improve diabetes care in the community.
Holbrook, A. M., Keshavjee, K., Lee, H., Bernstein, B., Chan, D. K. L., Thabane, L., Gerstein, H. C., & Troyan, S. (2005) · Europe PMC (PubMed Central) · Cited by 11 · see citing works
Mobile healthcare in the US army
Poropatich, R. K., Pavliscsak, H. H., Rasche, J. D., Barrigan, C. R., Vigersky, R. A., Fonda, S. J., & Bell, A. M. (2010) · Wireless Health · doi:10.1145/1921081.1921103 · Cited by 8 · see citing works
Piwernetz, K., Renner, R., & Hepp, K. D. (1982) · Diabetologia · doi:10.1007/bf00252846 · Cited by 5 · see citing works
Taylor, J. D. (2008) · The Journal of Strength and Conditioning Research · doi:10.1519/jsc.0b013e318182160b · Cited by 5 · see citing works
Cho, J., Choi, Y., Kang, M.-J., Kim, H., Shin, J.-A., Lee, J., & Yoon, K. (2010) · IEEE/IPSJ International Symposium on Applications and the Internet (SAINT) · doi:10.1109/saint.2010.67 · Cited by 4 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Whitehead, L., & Seaton, P. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.4883 · Cited by 743 · see citing works
“However, these areas have been raised in other studies as requiring regular monitoring and attention [34,35].”
ResultHou, C., Carter, B., Hewitt, J., Francisa, T., & Mayor, S. (2016) · Diabetes Care · doi:10.2337/dc16-0346 · Cited by 411 · see citing works
Kampmeijer, R., Pavlova, M., Tambor, M., Golinowska, S., & Groot, W. (2016) · BMC Health Services Research · doi:10.1186/s12913-016-1522-3 · Cited by 328 · see citing works
Reliability and validity of ten consumer activity trackers
Kooiman, T. J. M., Dontje, M. L., Sprenger, S. R., Krijnen, W. P., van der Schans, C. P., & de Groot, M. (2015) · BMC Sports Science, Medicine and Rehabilitation · doi:10.1186/s13102-015-0018-5 · Cited by 360 · see citing works
Diabetes Management via Mobile Phones: A Systematic Review
Holtz, B., & Lauckner, C. (2012) · Telemedicine and e-Health · doi:10.1089/tmj.2011.0119 · Cited by 318 · see citing works
Wu, Y., Yao, X., Vespasiani, G., Nicolucci, A., Dong, Y., Kwong, J., Li, L., Sun, X., Tian, H., & Li, S. (2017) · JMIR mHealth and uHealth · doi:10.2196/mhealth.6522 · Cited by 283 · see citing works
DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification
Goyal, M., Reeves, N. D., Davison, A. K., Rajbhandari, S. M., Spragg, J., & Yap, M. H. (2018) · IEEE Transactions on Emerging Topics in Computational Intelligence · doi:10.1109/tetci.2018.2866254 · Cited by 284 · see citing works
Self-Care Technologies in HCI: Trends, Tensions, and Opportunities
Nunes, F., Verdezoto, N., Fitzpatrick, G., Kyng, M., Grönvall, E., & Storni, C. (2015) · ACM Transactions on Computer-Human Interaction · doi:10.1145/2803173 · Cited by 258 · see citing works
Sawesi, S., Rashrash, M., Phalakornkule, K., Carpenter, J. S., & Jones, J. (2016) · JMIR Medical Informatics · doi:10.2196/medinform.4514 · Cited by 253 · see citing works
Timpel, P., Oswald, S., Schwarz, P. E. H., & Harst, L. (2020) · Journal of Medical Internet Research · doi:10.2196/16791 · Cited by 243 · see citing works
DFU_QUTNet: diabetic foot ulcer classification using novel deep convolutional neural network
Alzubaidi, L., Fadhel, M. A., Oleiwi, S. R., Al-Shamma, O., & Zhang, J. (2019) · Multimedia Tools and Applications · doi:10.1007/s11042-019-07820-w · Cited by 226 · see citing works
Georgsson, M., & Staggers, N. (2016) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocv099 · Cited by 200 · see citing works
Jeffrey, B., Bagala, M., Creighton, A., Leavey, T., Nicholls, S., Wood, C., Longman, J., Barker, J., & Pit, S. (2019) · Diabetology & Metabolic Syndrome · doi:10.1186/s13098-019-0480-4 · Cited by 212 · see citing works
Wu, Y., Yao, X., Vespasiani, G., Nicolucci, A., Dong, Y., Kwong, J. S. W., Li, L., Sun, X., Tian, H., & Li, S. (2018) · JMIR mhealth and uhealth · doi:10.2196/mhealth.8789 · Cited by 176 · see citing works
Heitkemper, E. M., Mamykina, L., Travers, J., & Smaldone, A. (2017) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocx025 · Cited by 130 · see citing works
Caballero-Ruiz, E., García-Sáez, G., Rigla, M., Villaplana, M., Pons, B., & Hernando, M. E. (2017) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2017.02.014 · Cited by 136 · see citing works
Xiong, S., Lu, H., Peoples, N., Duman, E. K., Najarro, A., Ni, Z., Gong, E., Yin, R., Ostbye, T., Palileo-Villanueva, L. M., et al. (2023) · npj Digital Medicine · doi:10.1038/s41746-023-00764-4 · Cited by 126 · see citing works
Rollo, M. E., Aguiar, E. J., Williams, R. L., Wynne, K., Kriss, M., Callister, R., & Collins, C. E. (2016) · Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy · doi:10.2147/dmso.s95247 · Cited by 107 · see citing works
Technology-based interventions in the treatment of overweight and obesity: A systematic review.
Raaijmakers, L. C. H., Pouwels, S., Berghuis, K., & Nienhuijs, S. (2015) · Appetite · doi:10.1016/j.appet.2015.07.008 · Cited by 103 · see citing works
Heintzman, N. D. (2016) · Journal of Diabetes Science and Technology · doi:10.1177/1932296815622453 · Cited by 98 · see citing works
Hirst, J. E., Mackillop, L. H., Loerup, L., Kevat, D., Bartlett, K., Gibson, O., Kenworthy, Y., Levy, J. C., Tarassenko, L., & Farmer, A. A. (2014) · Journal of Diabetes Science and Technology · doi:10.1177/1932296814556506 · Cited by 105 · see citing works
Alvarado, M. M., Kum, H.-C., Gonzalez Coronado, K., Foster, M. J., Ortega, P., & Lawley, M. A. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6382 · Cited by 95 · see citing works
Or, C. K. L., & Tao, D. (2014) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2014.01.009 · Cited by 76 · see citing works
Sensor Monitoring of Physical Activity to Improve Glucose Management in Diabetic Patients: A Review
Ding, S., & Schumacher, M. (2016) · Sensors · doi:10.3390/s16040589 · Cited by 82 · see citing works
Self-tracking of Physical Activity in People With Type 2 Diabetes: A Randomized Controlled Trial
Kooiman, T. J. M., de Groot, M., Hoogenberg, K., Krijnen, W. P., van der Schans, C. P., & Kooy, A. (2018) · CIN: Computers, Informatics, Nursing · doi:10.1097/cin.0000000000000443 · Cited by 78 · see citing works
Mobile Apps for Individuals With Rheumatoid Arthritis
Luo, D., Wang, P., Lu, F., Elias, J. S., Sparks, J. A., & Lee, Y. (2018) · JCR Journal of Clinical Rheumatology · doi:10.1097/rhu.0000000000000800 · Cited by 76 · see citing works
Systematic map and review of predictive techniques in diabetes self-management
Idrissi, T. E., Idri, A., & Bakkoury, Z. (2018) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2018.09.011 · Cited by 75 · see citing works
Neinstein, A., Wong, J., Look, H., Arbiter, B., Quirk, K., McCanne, S., Sun, Y., Blum, M., & Adi, S. (2016) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocv104 · Cited by 66 · see citing works
Evaluating Diabetes Mobile Applications for Health Literate Designs and Functionality, 2014
Caburnay, C. A., Graff, K. A., Harris, J. K., McQueen, A., Smith, M., Fairchild, M., & Kreuter, M. W. (2015) · Preventing Chronic Disease · doi:10.5888/pcd12.140433 · Cited by 66 · see citing works
Teleconsultation in type 1 diabetes mellitus (TELEDIABE)
Bertuzzi, F., Stefani, I., Rivolta, B., Pintaudi, B., Meneghini, E., Luzi, L., & Mazzone, A. (2018) · Acta Diabetologica · doi:10.1007/s00592-017-1084-9 · Cited by 58 · see citing works
Harvey, J., Dopson, S., McManus, R. J., & powell, J. A. (2015) · Implementation Science · doi:10.1186/s13012-015-0350-x · Cited by 61 · see citing works
Horner, G., Agboola, S. O., Jethwani, K., Tan‐McGrory, A., & López, L. (2017) · JMIR mhealth and uhealth · doi:10.2196/mhealth.6666 · Cited by 59 · see citing works
Quinn, C. C., Butler, E. C., Swasey, K. K., Shardell, M. D., Terrin, M. L., Barr, E. A., & Gruber‐Baldini, A. L. (2018) · JMIR mhealth and uhealth · doi:10.2196/mhealth.9265 · Cited by 61 · see citing works
the members of the Guidelines International Network Implementation Working Group, Vernooij, R. W. M., Willson, M. L., & Gagliardi, A. R. (2015) · Implementation Science · doi:10.1186/s13012-016-0419-1 · Cited by 56 · see citing works
Alharbi, N., Alsubki, N., Jones, S., Khunti, K. K., Munro, N. M., & de Lusignan, S. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5778 · Cited by 57 · see citing works
Adherence of Subjects With Cystic Fibrosis to Their Home Program: A Systematic Review
O'Donohoe, R., & Fullen, B. M. (2014) · Respiratory Care · doi:10.4187/respcare.02990 · Cited by 54 · see citing works
Macdonald, E. M., Perrin, B. M., & Kingsley, M. I. (2018) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x17699990 · Cited by 53 · see citing works
Sittig, S., Wang, J., Iyengar, S., Myneni, S., & Franklin, A. (2020) · JMIR mhealth and uhealth · doi:10.2196/15927 · Cited by 54 · see citing works
A systematic review on incentive-driven mobile health technology: As used in diabetes management
de Ridder, M., Kim, J., Jing, Y., Khadra, M., & Nanan, R. (2017) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x15625539 · Cited by 48 · see citing works
Influences on Technology Use and Efficacy in Type 1 Diabetes
Franklin, V. L. (2016) · Journal of Diabetes Science and Technology · doi:10.1177/1932296816639315 · Cited by 49 · see citing works
Lamprinos, I., Demski, H., Mantwill, S., Kabak, Y., Hildebrand, C., & Ploessnig, M. (2016) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2016.04.006 · Cited by 46 · see citing works
Chen, Q., & Carbone, E. T. (2017) · JMIR Diabetes · doi:10.2196/diabetes.8045 · Cited by 45 · see citing works
Dobson, R., Whittaker, R., Dale, L. P., & Maddison, R. (2017) · Digital Health · doi:10.1177/2055207617740315 · Cited by 44 · see citing works
Dadgar, M., Joshi, K. D., & Univeristy, W. S. (2018) · Journal of the Association for Information Systems · doi:10.17705/1jais.00485 · Cited by 81 · see citing works
Lau, Y., Htun, T. P., Wong, S. N., Tam, W., & Klainin‐Yobas, P. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.6153 · Cited by 42 · see citing works
Arens‐Volland, A., Spassova, L., & Bohn, T. (2015) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2015.08.006 · Cited by 42 · see citing works
Macdonald, E. M., Perrin, B., Hyett, N., & Kingsley, M. (2019) · Journal of Foot and Ankle Research · doi:10.1186/s13047-019-0340-3 · Cited by 39 · see citing works
Bults, M., van Leersum, C. M., Olthuis, T. J. J., Bekhuis, R. E. M., & den Ouden, M. E. M. (2022) · JMIR Diabetes · doi:10.2196/41076 · Cited by 38 · see citing works
Yan, A. F., Stevens, P., Wang, Y.-F., Weinhardt, L., Holt, C., O'Connor, C., Feller, T., Xie, H., & Luelloff, S. (2015) · American Journal of Health Behavior · doi:10.5993/ajhb.39.3.12 · Cited by 33 · see citing works
Evaluation of clinical decision support systems for diabetes care: An overview of current evidence
Jia, P., Zhao, P., Chen, J., & Zhang, M. (2018) · Journal of Evaluation in Clinical Practice · doi:10.1111/jep.12968 · Cited by 36 · see citing works
Christensen, J., Valentiner, L. S., Petersen, R. J., & Langberg, H. (2016) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2015.0165 · Cited by 35 · see citing works
Dobson, K. G., & Hall, P. A. (2014) · Journal of Diabetes Science and Technology · doi:10.1177/1932296814560395 · Cited by 33 · see citing works
Lauritsen, L., Andersen, L., Olsson, E. C., Søndergaard, S. R., Nørregaard, L. B., Løventoft, P. K., Svendsen, S. D., Frøkjær, E., Jensen, H. M., Hageman, I., et al. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6673 · Cited by 33 · see citing works
Competitive neural layer-based method to identify people with high risk for diabetic foot
Ferreira, A. C. B. H., Ferreira, D. D., Oliveira, H. C., de Resende, I. C., Anjos, A., & Lopes, M. H. B. D. M. (2020) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2020.103744 · Cited by 32 · see citing works
Challenges for the adoption of ICT for diabetes self‐management in South Africa
Petersen, F., Brown, A., Pather, S., & Tucker, W. D. (2020) · THE ELECTRONIC JOURNAL OF INFORMATION SYSTEMS IN DEVELOPING COUNTRIES · doi:10.1002/isd2.12113 · Cited by 31 · see citing works
Telehealth interventions to reduce management complications in type 1 diabetes: A review
Balkhi, A. M. (2015) · World Journal of Diabetes · doi:10.4239/wjd.v6.i3.371 · Cited by 31 · see citing works
Bromuri, S., Puricel, S., Schumann, R., Krampf, J., Ruiz, J. C., & Schumacher, M. (2016) · Journal of Ambient Intelligence and Smart Environments · doi:10.3233/ais-160365 · Cited by 30 · see citing works
Lawton, J., Kirkham, J., Rankin, D., Barnard, K. D., Cooper, C. L., Taylor, C., Heller, S. R., & Elliott, D. (2014) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2014.09.011 · Cited by 30 · see citing works
Understanding patients' health and technology attitudes for tailoring self-management interventions.
O’Leary, K., Vizer, L. M., Eschler, J., Ralston, J. D., & Pratt, W. (2015) · PubMed Central · Cited by 26 · see citing works
Agarwal, G., Gaber, J., Richardson, J. A., Mangin, D. A., Ploeg, J., Valaitis, R. K., Reid, G. J., Lamarche, L., Parascandalo, F., Javadi, D., et al. (2019) · Pilot and Feasibility Studies · doi:10.1186/s40814-019-0504-8 · Cited by 26 · see citing works
Peiris, D., Sun, L., Patel, A., Tian, M., Essue, B., Jan, S., & Zhang, P. (2015) · Implementation Science · doi:10.1186/s13012-016-0481-8 · Cited by 25 · see citing works
Usability testing of existing type 2 diabetes mellitus websites
Davis, D., & Jiang, S. X. (2016) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2016.04.012 · Cited by 23 · see citing works
Discovering Design Principles for Health Behavioral Change Support Systems
Al-Ramahi, M. A., Liu, J., & El-Gayar, O. (2017) · ACM Transactions on Management Information Systems · doi:10.1145/3055534 · Cited by 23 · see citing works
Self-citationMorcos, M. W., Teeter, M. G., Somerville, L. E., & Lanting, B. A. (2019) · Journal of Orthopaedics · doi:10.1016/j.jor.2019.11.049 · Cited by 22 · see citing works
Providing Medical Information to Older Adults in a Web-Based Environment: Systematic Review
McLean, B., Hossain, N., Donison, V., Gray, M., Durbano, S., Haase, K. R., Alibhai, S. M. H., & Puts, M. T. E. (2021) · JMIR Aging · doi:10.2196/24092 · Cited by 22 · see citing works
Boogerd, E. A., Schaaijk, N. M.-V., Noordam, C., Marks, H., & Verhaak, C. M. (2015) · Journal for Specialists in Pediatric Nursing · doi:10.1111/jspn.12118 · Cited by 21 · see citing works
Poppe, L., Crombez, G., Bourdeaudhuij, I. D., der Mispel, C. V., Shadid, S., & Verloigne, M. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15050954 · Cited by 21 · see citing works
Gardsten, C., Blomqvist, K., Rask, M., Larsson, Å., Lindberg, A., & Olsson, G. (2018) · Journal of Clinical Nursing · doi:10.1111/jocn.14330 · Cited by 19 · see citing works
An integrated mHealth model for type 2 diabetes patients using mobile tablet devices
Park, S., Burford, S. J., Hanlen, L., Dawda, P., Dugdale, P., Nolan, C. J., & Burns, J. (2016) · Journal of Mobile Technology in Medicine · doi:10.7309/jmtm.5.2.4 · Cited by 20 · see citing works
Using Interactive 3D Game Play to Make Complex Medical Knowledge More Accessible
Patterson, D. (2014) · Procedia Computer Science · doi:10.1016/j.procs.2014.05.032 · Cited by 19 · see citing works
Höfer, T., Schumacher, M., & Bromuri, S. (2015) · EAI Endorsed Transactions on Pervasive Health and Technology · doi:10.4108/icst.pervasivehealth.2015.259186 · Cited by 19 · see citing works
Self-care programmes for people living with leprosy: a scoping review
Ilozumba, O., & Lilford, R. J. (2021) · Leprosy Review · doi:10.47276/lr.92.4.317 · Cited by 19 · see citing works
Remote Care Technology: A Systematic Review of Reviews and Meta-Analyses
Queirós, A., Alvarelhão, J., Cerqueira, M., Silva, A. G., Santos, M., & Rocha, N. P. (2018) · Technologies · doi:10.3390/technologies6010022 · Cited by 18 · see citing works
Usability factors of mobile health application for chronic diseases
Zahra, F., Hussain, A., & Mohd, H. (2016) · AIP Conference Proceedings · doi:10.1063/1.4960948 · Cited by 18 · see citing works
Kabeza, C. B., Harst, L., Schwarz, P. E. H., & Timpel, P. (2019) · Therapeutic Advances in Endocrinology and Metabolism · doi:10.1177/2042018819845318 · Cited by 18 · see citing works
Reidy, C., Foster, C. L., & Rogers, A. E. (2019) · Journal of Medical Internet Research · doi:10.2196/13980 · Cited by 17 · see citing works
Poppe, L., Bourdeaudhuij, I. D., Verloigne, M., Degroote, L., Shadid, S., & Crombez, G. (2019) · JMIR Research Protocols · doi:10.2196/12413 · Cited by 17 · see citing works
Diabetic patients' willingness to use tele-technology to manage their disease
Saddik, B. A., & Al-Dulaijan, N. (2015) · Online Journal of Public Health Informatics · doi:10.5210/ojphi.v7i2.6011 · Cited by 17 · see citing works
Kirkovits, T., Schinkoethe, T., Drewes, C., Gehring, C., Bauerfeind, I., Harbeck, N., & Wuerstlein, R. (2016) · JMIR Cancer · doi:10.2196/cancer.5132 · Cited by 17 · see citing works
Computerised decision support in physical activity interventions: A systematic literature review
Triantafyllidis, A. K., Filos, D., Claes, J., Buys, R., Cornelissen, V., Kouidi, E. J., Chouvarda, I., & Maglaveras, N. (2017) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2017.12.012 · Cited by 15 · see citing works
Mateo, A. C., López‐López, L., Ciuró, A. H., Núñez, J. M., Rodríguez‐Torres, J., Ortíz‐Rubio, A., & Valenza, M. C. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182312692 · Cited by 16 · see citing works
Discovering Design Principles for Persuasive Systems: A Grounded Theory and Text Mining Approach
Al-Ramahi, M. A., El-Gayar, O., & Liu, J. (2016) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2016.387 · Cited by 17 · see citing works
Self-citationHutting, N., Engels, J. A., Staal, J. B., Heerkens, Y. F., & der Sanden, M. W. G. N. (2015) · Journal of Occupational Medicine and Toxicology · doi:10.1186/s12995-015-0051-z · Cited by 15 · see citing works
Agrawal, L., Ndabu, T., Mulgund, P., & Sharman, R. (2021) · Journal of Medical Internet Research · doi:10.2196/30637 · Cited by 13 · see citing works
Ráthonyi, G., Takács, V. L., Szilágyi, R., Bába, É. B., Müller, A., Bács, Z., Harangi–Rákos, M., Balogh, L., & Ráthonyi-Ódor, K. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.661471 · Cited by 16 · see citing works
Patients’ attitudes to the use of modern technologies in the treatment of diabetes
Marešová, P., & Cerna, L. (2016) · Patient Preference and Adherence · doi:10.2147/ppa.s118040 · Cited by 14 · see citing works
Designing an ICT self-management service: suggestions from persons with type 2 diabetes
Gardsten, C., Mörtberg, C., & Blomqvist, K. (2017) · Health and Technology · doi:10.1007/s12553-016-0176-9 · Cited by 14 · see citing works
Dehnavi, Z., Ayatollahi, H., Hemmat, M., & Abbasi, R. (2020) · Current Diabetes Reviews · doi:10.2174/1573399816666200719012849 · Cited by 13 · see citing works
Experiences of People with Diabetes by Payer Type: An Analysis of the Roper Diabetes Data Set
Garfield, S. S., Xenakis, J. J., Bastian, A., & McBride, M. (2015) · Diabetes Therapy · doi:10.1007/s13300-015-0109-z · Cited by 13 · see citing works
Miller, J. J., Pozehl, B., Alonso, W., Schmaderer, M. S., & Eisenhauer, C. M. (2020) · Western Journal of Nursing Research · doi:10.1177/0193945920902146 · Cited by 12 · see citing works
Fisher, L., Glasgow, R. E., & Huebschmann, A. G. (2020) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2020.0383 · Cited by 10 · see citing works
Ruiz, E. C., García-Sáez, G., Rigla, M., Villaplana, M., Pons, B., & Hernando, M. E. (2016) · Expert Systems with Applications · doi:10.1016/j.eswa.2016.07.019 · Cited by 12 · see citing works
INFLUENCE OF THE DIGITAL DIVIDE AND SOCIO-ECONOMIC FACTORS ON PREVALENCE OF DIABETES
(2020) · Issues in Information Systems · doi:10.48009/4_iis_2020_103-113 · Cited by 12 · see citing works
Alhodaib, H. I., Antza, C., Chandan, J. S., Hanif, W., Sankaranarayanan, S., Paul, S., Sutcliffe, P. A., & Nirantharakumar, K. (2020) · JMIR Diabetes · doi:10.2196/19650 · Cited by 11 · see citing works
Emerging Research and Development in Technology-based Self-monitoring
Bruhn, A. L., & Wills, H. P. (2018) · Advances in learning and behavioral disabilities · doi:10.1108/s0735-004x20180000030005 · Cited by 12 · see citing works
Jacobs-Basadien, M., Pather, S., & Petersen, F. (2022) · Universal Access in the Information Society · doi:10.1007/s10209-022-00951-2 · Cited by 9 · see citing works
Sabo, R., Robins, J. L. W., Lutz, S., Kashiri, P. L., Day, T., Webel, B., & Krist, A. H. (2021) · JMIR Diabetes · doi:10.2196/26621 · Cited by 8 · see citing works
Gray, K. M., Clarke, K., Alzougool, B., Hines, C., Tidhar, G. A., & Frukhtman, F. (2014) · JMIR Research Protocols · doi:10.2196/resprot.3201 · Cited by 8 · see citing works
Dadgar, M., & Joshi, K. D. (2015) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2015.388 · Cited by 8 · see citing works
A non-invasive blood glucose monitoring system
Al-Jammas, M. H., Iobaid, A. S., Al-Deen, M. M. N., & Aziz, Y. W. (2025) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2025.110133 · Cited by 10 · see citing works
- Authors
- El-Gayar, O., Timsina, P., Nawar, N., & Eid, W.
- Affiliations
- Dakota State University (US)
- St. Elizabeth Healthcare (US)
- Corresponding author
- El-Gayar, Omar
- Venue
- International Journal of Medical Informatics
- Publisher
- Elsevier BV
- Published
- 2013-08
- Volume
- 82
- Issue
- 8
- Pages
- 637-652
- ISSN
- 1386-5056 (ISSN-L)
- OpenAlex
- W2050896776
- Cited by
- 148
- References
- 121
- Citations by year
- 2025: 4 · 2024: 2 · 2023: 5 · 2022: 3 · 2021: 12 · 2020: 11 · 2019: 13 · 2018: 19 · 2017: 22 · 2016: 25 · 2015: 22 · 2014: 8 · 2013: 1 · 2012: 1
- FWCI
- 2.26
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Medical Informatics (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- diabetes self-management, information technology, type 1 diabetes, type 2 diabetes, telemedicine, mobile health, online intervention, clinical decision support, electronic health records, usability, real-time feedback, user-centered design, socio-technical design, chronic disease management
- MeSH terms
- Adult, Diabetes Mellitus, Humans, Medical Informatics, Self Care
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
