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Original Articles

eHealth literacy research—Quo vadis?

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References

  • Eysenbach G. What is e-health? J Med Internet Res. 2001;3(2):e20. doi:10.2196/jmir.3.2.e20.
  • Oh H, Rizo C, Enkin M, Jadad A, Powell J, Pagliari C. What is eHealth: a systematic review of published definitions. J Med Internet Res. 2005;7(1):e1. doi:10.2196/jmir.7.1.e1.
  • Eysenbach G. Consumer health informatics. Bmj. 2000;320(7251):1713–16. doi:10.1136/bmj.320.7251.1713.
  • Holmström I, Röing M. The relation between patient-centeredness and patient empowerment: A discussion on concepts. Patient Educ Couns. 2010;79(2):167–72. doi:10.1016/j.pec.2009.08.008.
  • Santana S, Lausen B, Bujnowska-Fedak M, Chronaki C, Prokosch H, Wynn R. Informed citizen and empowered citizen in health: results from an European survey. BMC Fam Pract. 2011;12(20): doi:10.1186/1471-2296-12-20.
  • Hyppönen H, Faxvaag A, Gilstad H, Hardardottir GA, Jerlvall L, Kangas M, Koch S, Nøhr C, Pehrsson T, Reponen J, Walldius Å, Vimarlund V, Nordic eHealth indicators: organisation of research, first results and the plan for the future. Copenhagen: Nordic Council of Ministers; 2013. p. 119. doi:10.6027/TN2013-522
  • Rooij Van T, Marsh S. eHealth: past and future perspectives. Per Med. 2016;13(1):57–70. doi:10.2217/pme.15.40.
  • Van Velsen L, Beaujean DJ, Van Gemert-Pijnen JE. Why mobile health app overload drives us crazy, and how to restore the sanity. BMC Med Inform Decis Mak. 2013;13:23. doi:10.1186/1472-6947-13-23.
  • Mosa AS, Yoo I, Sheets L. A systematic review of healthcare applications for smartphones. BMC Med Inform Decis Mak. 2012;12:67. doi:10.1186/1472-6947-12-67.
  • Chatterjee N. Bridging the digital divide: internet literacy training for outreach and lay health educators. Am J Health Educ. 2002;33(6):368–70. doi:10.1080/19325037.2002.10604763.
  • Van Dijk JAGM. The deepening divide: inequality in the information society. Thousand Oaks, CA: SAGE Publications; 2005.
  • Chesser A, Burke A, Reyes J, Rohrberg T. Navigating the digital divide: a systematic review of eHealth literacy in underserved populations in the United States. Inform Health Soc Care. 2015;41(1):1–19.
  • Cotten SR, Gupta SS. Characteristics of online and offline health information seekers and factors that discriminate between them. Soc Sci Med (1982). 2004;59(9):1795–806. doi:10.1016/j.socscimed.2004.02.020.
  • Lustria ML, Smith SA, Hinnant CC. Exploring digital divides: an examination of eHealth technology use in health information seeking, communication and personal health information management in the USA. Health Informatics J. 2011;17(3):224–43. doi:10.1177/1460458211414843.
  • Norman CD, Skinner HA. eHealth literacy: essential skills for consumer health in a networked world. J Med Internet Res. 2006;8(2):e9. doi:10.2196/jmir.8.2.e9.
  • Noblin A, Wan T, Fottler M. The impact of health literacy on a patient’s decision to adopt a personal health record. Perspectives in Health Information Management; 2012. Fall(9 (Fall): 1e).
  • Van Der Vaart R, Drossaert CH, De Heus M, Taal E, Van De Laar MA. Measuring actual eHealth literacy among patients with rheumatic diseases: a qualitative analysis of problems encountered using Health 1.0 and Health 2.0 applications. J Med Internet Res. 2013;15(2):e27. doi:10.2196/jmir.2428.
  • U.S. Department of Health and Human Services, Office of Disease Prevention and Health Promotion (2010). Health literacy online: A guide to writing and designing easy-to-use health Web sites. Washington, DC.
  • Norman CD, Skinner HA. eHEALS: the eHealth literacy scale. J Med Internet Res. 2006;8(4):e27. doi:10.2196/jmir.8.4.e27.
  • Ashurst EJ, Jones RB, Williamson GR, Emmens T, Perry J. Collaborative learning about e-health for mental health professionals and service users in a structured anonymous online short course: pilot study. BMC Med Educ. 2012;(12):37
  • Kayser L, Kushniruk A, Osborne RH, Norgaard O, Turner P. Enhancing the effectiveness of consumer-focused health information technology systems through ehealth literacy: A framework for understanding users’ needs. JMIR Hum Factors. 2015;2(1):e9. doi:10.2196/humanfactors.3696.
  • Norgaard O, Furstrand D, Klokker L, Karnoe A, Batterham R, Kayser L, Osborne RH. The e-health literacy framework: A conceptual framework for characterizing e-health users and their interaction with e-health systems. Knowledge Manage e-Learning. 2015;7(4):522–40.
  • Norman C. eHealth literacy 2.0: problems and opportunities with an evolving concept. J Med Internet Res. 2011;13(4):e125. doi:10.2196/jmir.2035.
  • Van Der Vaart R, Van Deursen AJ, Drossaert CH, Taal E, Van Dijk JA, Van De Laar MA. Does the eHealth literacy scale (eHEALS) measure what it intends to measure? validation of a Dutch version of the eHEALS in two adult populations. J Med Internet Res. 2011;13(4):e86. doi:10.2196/jmir.1840.
  • Robinson C, Graham J. Perceived internet health literacy of HIV-positive people through the provision of a computer and internet health education intervention. Health Info Libr J. 2010;27(4):295–303. doi:10.1111/j.1471-1842.2010.00898.x.
  • Klecun E, Lichtner V, Cornford T. e-Literacy in health care. Stud Health Technol Inform. 2014;205:843–47.
  • Mein E, Fuentes B, Soto Mas F, Muro A. Incorporating digital health literacy into adult ESL education on the US-Mexico border. Rhetoric, Professional Communication, and Globalization. 2012;3(1):162–74.
  • Hernán-García M, Botello-Díaz B, Marcos-Marcos J, Toro-Cárdenas S, Gil-García E. Understanding children: a qualitative study on health assets of the internet in Spain. Int J Public Health. 2015;60(2):239–47. doi:10.1007/s00038-015-0648-0.
  • Bidmon S, Terlutter R. Gender differences in searching for health information on the internet and the virtual patient-physician relationship in Germany: exploratory results on how men and women differ and why. J Med Internet Res. 2015;17(6):e156. doi:10.2196/jmir.4127.
  • Bidmon S, Terlutter R, Rottl J. What explains usage of mobile physician-rating apps? Results from a web-based questionnaire. J Med Internet Res. 2014;16(6):e148. doi:10.2196/jmir.3122.
  • Suri VR, Majid S, Chang YK, Foo S. Assessing the influence of health literacy on health information behaviors: A multi-domain skills-based approach. Patient Educ Couns. 2016;99(6):1038–45. doi:10.1016/j.pec.2015.12.017.
  • Niemelä R, Ek S, Eriksson-Backa K, Huotari M-L. A screening tool for assessing everyday health information literacy. Libri: Int J Libraries Inf Serv. 2012;62(2):125–34. doi:10.1515/libri-2012-0009.
  • Xie B. Effects of an eHealth literacy intervention for older adults. J Med Internet Res. 2011;13(4):e90. doi:10.2196/jmir.1880.
  • Griebel L, Sedlmayr B, Prokosch HU, Criegee-Rieck M, Sedlmayr M. Key factors for a successful implementation of personalized e-health services. Stud Health Technol Inform. 2013;192:965.
  • Venkatesh V, Morris MG, Gordon BD, Davis FD. User acceptance of information technology: toward a unified view. Mis Q. 2003;27(3):425–78.
  • Jaatun EAA, Brooks E, Berntsen KE, Gilstad H, Jaatun MG (eds.) Proceedings of the 2nd European Workshop on Practical Aspects of Health Informatics (PAHI 2014), Trondheim Norway; 19-MAY-2014, published at http://ceur-ws.org
  • Monkman H, Kushniruk AW. The consumer health information system adoption model. Stud Health Technol Inform. 2015;218:26–31.
  • De Caro W, Corvo E, Marucci AR, Mitello L, Lancia L, Sansoni J. eHealth literacy scale: an nursing analysis and Italian validation. Stud Health Technol Inform. 2016;225:949.
  • Diviani, N., et al. 2017. “A Psychometric Analysis of the Italian Version of the eHealth Literacy Scale Using Item Response and Classical Test Theory Methods”. J Med Internet Res 19(4): e114.
  • Koo M, Norman CD, Chang H-M. Psychometric evaluation of a Chinese version of the ehealth literacy scale (eHEALS) in school age children. Int Electron J Health Educ. 2012;15:29–36.
  • Mitsutake S, Shibata A, Ishii K, Okazaki K, Oka K. [Developing Japanese version of the eHealth literacy scale (eHEALS)]. [Nihon Koshu Eisei Zasshi] Jpn J Public Health. 2011;58(5):361–71.
  • Paramio Perez G, Almagro BJ, Hernando Gomez A, Aguaded Gomez JI. [Validation of the eHealth literacy scale (eHEALS) in Spanish university students]. Rev Esp Salud Publica. 2015;89(3):329–38. doi:10.4321/S1135-57272015000300010.
  • Soellner R, Huber S, Reder M. The concept of eHealth literacy and its measurement: German translation of the eHEALS. J Media Psychol. 2014;26(1):29–38. doi:10.1027/1864-1105/a000104.
  • Hargittai E. Survey measures of web-oriented digital literacy. Soc Sci Comput Rev. 2005;23(3):371–79. doi:10.1177/0894439305275911.
  • Paige SR, Krieger JL, Stellefson ML. The influence of ehealth literacy on perceived trust in online health communication channels and sources. J Health Commun. 2016; 22(1):1–13.
  • Britt RK, Collins WB, Wilson KM, Linnemeier G, Englebert AM. The role of ehealth literacy and HPV vaccination among young adults: implications from a planned behavior approach. Commun Res Rep. 2015;32(3):208–15. doi:10.1080/08824096.2015.1052963.
  • Chan CV, Kaufman DR. A framework for characterizing eHealth literacy demands and barriers. J Med Internet Res. 2011;13(4):e94. doi:10.2196/jmir.1750.
  • Chan CV, Matthews LA, Kaufman DR. A taxonomy characterizing complexity of consumer eHealth Literacy. AMIA Annual Symposium Proceedings /AMIA Symposium AMIA Symposium. 2009;2009:86–90.
  • Chew F. Developing a new scale to measure E-health literacy. Medicine 2.0 Summit & World Congress 2014, Maui, Hawaii, USA
  • Furstrand D, Kayser L. Development of the eHealth literacy assessment toolkit, eHLA. Stud Health Technol Inform. 2015;216:971.
  • Hanik B, Stellefson M. E-health literacy competencies among undergraduate health education students: a preliminary study. Int Electron J Health Educ. 2011;14:46–58.
  • Ivanitskaya L, Brookins-Fisher J, O´Boyle I, Vibbert D, Erofeev D, Fulton L. Dirt cheap and without prescription: how susceptible are young US consumers to purchasing drugs from rogue internet pharmacies? J Med Internet Res. 2010;12(2):e11. doi:10.2196/jmir.1520.
  • Ivanitskaya L, O’Boyle I, Casey AM. Health information literacy and competencies of information age students: results from the interactive online Research Readiness Self-Assessment (RRSA). J Med Internet Res. 2006;8(2):e6. doi:10.2196/jmir.8.2.e6.
  • Jones R. Development of a questionnaire and cross-sectional survey of patient ehealth readiness and ehealth inequalities. Med 20. 2013;2(2):e9.
  • Koopman RJ, Petroski GF, Canfield SM, Stuppy JA, Mehr DR. Development of the PRE-HIT instrument: patient readiness to engage in health information technology. BMC Fam Pract. 2014;15:18. doi:10.1186/1471-2296-15-18.
  • Seckin G, Yeatts D. Being an informed consumer of health information and assessment of electronic health literacy in a national sample of internet users: validity and reliability of the e-HLS instrument. Journal of Medical Internet Research 2016;18(7):e161.
  • Stellefson M, Hanik B, Chaney JD, Tennant B. Analysis of ehealth search perspectives among female college students in the health professions using Q methodology. J Med Internet Res. 2012;14(2):e60. doi:10.2196/jmir.1969.
  • Van Der Vaart R, Drossaert C. Development of the digital health literacy instrument: measuring a broad spectrum of health 1.0 and health 2.0 skills. J Med Internet Res. 2017;19(1):e27. doi:10.2196/jmir.6709.
  • Bautista JR. From solving a health problem to achieving quality of life: redefining eHealth literacy. J Literacy Technol. 2015;16(2):33–54.
  • Framework for Information Literacy for Higher Education; 2016 accessed. http://www.ala.org/acrl/standards/ilframework.
  • Park H, Lee E. Self-reported eHealth literacy among undergraduate nursing students in South Korea: A pilot study. Nurse Educ Today. 2015;35(2):408–13. doi:10.1016/j.nedt.2014.10.022.
  • Knapp C, Madden V, Wang H, Sloyer P, Shenkman E. Internet use and eHealth literacy of low-income parents whose children have special health care needs. J Med Internet Res. 2011;13(3):e75. doi:10.2196/jmir.1697.
  • Brown CA, Dickson R. Healthcare students’ e-literacy skills. J Allied Health. 2010;39(3):179–84.
  • Chen W, Lee KH. More than search? Informational and participatory eHealth behaviors. Comput Human Behav. 2014;30:103–09. doi:10.1016/j.chb.2013.07.028.
  • Notari M, Sobko T, Churchill D, editors. Personal biometric information from wearable technology tracked and followed using an ePortfolio: A case study of eHealth literacy development with emerging technology in Hong Kong higher education. Proceedings of the International Association for Development of the Information Society (IADIS). 12t International Conference on Mobile Learning, Vilamoura, Algarve, Portugal. Apr 9-11,2016.
  • Park H, Park H. eHealth literacy skills among undergraduate nursing students in the U.S. and South Korea. Stud Health Technol Inform. 2016;225:899–900.
  • Robb M, Shellenbarger T. Influential factors and perceptions of eHealth literacy among undergraduate college students. Online J Nurs Inform. 2014;18(3):1.
  • Duplaga M. A cross-sectional study assessing determinants of the attitude to the introduction of eHealth services among patients suffering from chronic conditions. BMC Med Inform Decis Mak. 2015;15:33.
  • Aponte J, Nokes KM. Electronic health literacy of older Hispanics with diabetes. Health Promot Int 2017 32(3):482–489.
  • Hu Y, Haake J. Search your way to an accurate diagnosis: predictors of Internet-based diagnosis accuracy. Atl J Commun. 2010;18(2):79–88. doi:10.1080/15456870903554916.
  • Mills R, Powell J, Barry W, Haga SB. Information-seeking and sharing behavior following genomic testing for diabetes risk. J Genet Couns. 2015;24(1):58–66. doi:10.1007/s10897-014-9736-1.
  • Ossebaard HC, Seydel ER, Van Gemert-Pijnen L. Online usability and patients with long-term conditions: a mixed-methods approach. Int J Med Inform. 2012;81(6):374–87. doi:10.1016/j.ijmedinf.2011.12.010.
  • Milne RA, Puts MT, Papadakos J, Le LW, Milne VC, Hope AJ, Catton P, Giuliani ME. Predictors of high ehealth literacy in primary lung cancer survivors. J Cancer Educ. 2015;30(4):685–92. doi:10.1007/s13187-014-0744-5.
  • Bakken S, Fiscella K, Boyd M, Brown J, Carroll J, Cassells A, Corales R, Cross W, El'Daher N, Farah S, Fine S, Fowler R, Hann A, Luque A, Rodriquez J, Sanders M, Tobin J. Activation of persons living with HIV for treatment, the great study. J Med Internet Res. 2015;15:1056.
  • Hennemann S, Beutel ME, Zwerenz R. Drivers and barriers to acceptance of web-based aftercare of patients in inpatient routine care: a cross-sectional survey. J Med Internet Res. 2016;18(12):e337. doi:10.2196/jmir.6003.
  • Choi NG, Dinitto DM. The digital divide among low-income homebound older adults: internet use patterns, eHealth literacy, and attitudes toward computer/Internet use. J Med Internet Res. 2013;15(5):e93. doi:10.2196/jmir.2645.
  • Manafò E, Wong S. Assessing the eHealth literacy skills of older adults: a preliminary study. J Consum Health Internet. 2012;16(4):369–81. doi:10.1080/15398285.2012.701163.
  • Tennant B, Stellefson M, Dodd V, Chaney B, Chaney D, Paige S, Alber J. eHealth literacy and web 2.0 health information seeking behaviors among baby boomers and older adults. J Med Internet Res. 2015;17(3):e70. doi:10.2196/jmir.3992.
  • Watkins I, Xie B. The effects of jigsaw-and constructive controversy-based collaborative learning strategies on older adults’ eHealth literacy. Gerontechnology. 2013;12(1):44–54. doi:10.4017/gt.2013.12.1.009.00.
  • Zibrik L, Khan S, Bangar N, Stacy E, Novak Lauscher H, Ho K. Patient and community centered eHealth: exploring eHealth barriers and facilitators for chronic disease self-management within British Columbia’s immigrant Chinese and Punjabi seniors. Health Policy Technol. 2015;4(4):348–56. doi:10.1016/j.hlpt.2015.08.002.
  • Diviani N, Van Den Putte B, Meppelink CS, Van Weert JC. Exploring the role of health literacy in the evaluation of online health information: insights from a mixed-methods study. Patient Educ Couns. 2016;99(6):1017–25. doi:10.1016/j.pec.2016.01.007.
  • Kim SH, Son YJ. Relationships between ehealth literacy and health behaviors in Korean adults. Comput Inform Nurs. 2017. Feb; 35(2):84–90
  • Mitsutake S, Shibata A, Ishii K, Oka K. Associations of eHealth literacy with health behavior among adult internet users. J Med Internet Res. 2016; 18(7):e192. doi:10.2196/jmir.5413.
  • Mitsutake S, Shibata A, Ishii K, Oka K. Association of eHealth literacy with colorectal cancer knowledge and screening practice among internet users in Japan. J Med Internet Res. 2012;14(6):e153. doi:10.2196/jmir.1927.
  • Park H, Cormier E, Glenna G. Health consumers ehealth literacy to decrease disparities in accessing eHealth information. Stud Health Technol Inform. 2016;225:895–96.
  • Knapp C, Madden V, Marcu M, Wang H, Curtis C, Sloyer P, Shenkman E. Information seeking behaviors of parents whose children have life-threatening illnesses. Pediatr Blood Cancer. 2011;56(5):805–11. doi:10.1002/pbc.v56.5.
  • Manganello JA, Falisi AL, Roberts KJ, Smith KC, McKenzie LB. Pediatric injury information seeking for mothers with young children: the role of health literacy and ehealth literacy. J Commun Healthc. 2016; 9(3):1–9.
  • Kasparian NA, Lieu N, Winlaw DS, Cole A, Kirk E, Sholler GF. eHealth literacy and preferences for eHealth resources in parents of children with complex CHD. Cardiol Young. 2017;27(4):722–730.
  • Yee LM, Wolf M, Mullen R, Bergeron AR, Cooper Bailey S, Levine R, Grobman WA. A randomized trial of a prenatal genetic testing interactive computerized information aid. Prenat Diagn. 2014;34(6):552–57.
  • Whealin JM, Jenchura EC, Wong AC, Zulman DM. How Veterans with post-traumatic stress disorder and comorbid health conditions utilize ehealth to manage their health care needs: a mixed-methods analysis. J Med Internet Res. 2016;18(10):e280. doi:10.2196/jmir.5594.
  • Mackert M, Champlin SE, Holton A, Muñoz II, Damásio MJ. eHealth and health literacy: a research methodology review. J Computer-Mediated Commun. 2014;19(3):516–28. doi:10.1111/jcc4.12044.
  • Xesfingi S, Vozikis A. eHealth literacy: in the quest of the contributing factors. Interact J Med Res. 2016;5(2):e16. doi:10.2196/ijmr.4749.
  • U.S. Department of Health and Human Services; Office of Disease Prevention and Health Promotion. Health literacy online: A guide to writing and designing easy-to-use health Web sites; 2010. accessed. http://health.gov/healthliteracyonline/2010/Web_Guide_Health_Lit_Online.pdf.
  • Monkman H, Kushniruk A. A health literacy and usability heuristic evaluation of a mobile consumer health application. Stud Health Technol Inform. 2013;192:724–28.
  • Watkins I, Xie B. Designing a web-based interactive eHealth literacy tutorial for an older adult-oriented intervention. Gerontechnology. 2014;13(2):303. doi:10.4017/gt.2014.13.02.000.00.
  • Xie B. Experimenting on the impact of learning methods and information presentation channels on older adults’ e-health literacy. J Am Soc Inf Sci Technol. 2011;62(9):1797–807. doi:10.1002/asi.21575.
  • Xie B, Yeh T, Walsh G, Watkins I, Huang M, editors. Co-designing an e-health tutorial for older adults. Proceedings of the 2012 iConference. Toronto, Ontario, Canada, February 07-10 2012: 240–247.
  • Watkins I, Xie B. eHealth literacy interventions for older adults: a systematic review of the literature. J Med Internet Res. 2014;16(11):e225. doi:10.2196/jmir.3318.
  • Manafò E, Wong S. eSEARCH©: A tool to promote the ehealth literacy skills of older adults. J Consum Health Internet. 2013;17(3):255–71. doi:10.1080/15398285.2013.812914.
  • Manafò E, Wong S. Promoting eHealth literacy in older adults: key informant perspectives. Can J Diet Pract Res. 2013;74(1):37–41. doi:10.3148/74.1.2013.37.
  • Hibbard JH, Mahoney ER, Stock R, Tusler M. Do increases in patient activation result in improved self-management behaviors? Health Serv Res. 2007;42(4):1443–63. doi:10.1111/hesr.2007.42.issue-4.
  • Holman H, Lorig K. Patients as partners in managing chronic disease. BMJ. 2000 Feb 26; 320(7234): 526–527. PMCID: PMC1117581.
  • Mosen DM, Schmittdiel J, Hibbard J, Sobel D, Remmers C, Bellows J. Is patient activation associated with outcomes of care for adults with chronic conditions? J Ambul Care Manage. 2007;30(1):21–29. doi:10.1097/00004479-200701000-00005.
  • Ricciardi L, Mostashari F, Murphy J, Daniel JG, Siminerio EP. A national action plan to support consumer engagement via e-health. Health Aff (Project Hope). 2013;32(2):376–84. doi:10.1377/hlthaff.2012.1216.
  • Roett MA, Wessel L. Help your patient “get” what you just said: a health literacy guide. J Fam Pract. 2012;61(4):190–96.
  • Enwald H. Tailoring health communication: the perspective of information users’ health information behaviour in relation to their physical health status [ doctoral dissertation]. Oulu: Acta Universitatis Ouluensis; 2013.
  • GASEL project. Final Report. Oulu, Finland: University of Oulu; 2016.
  • Clarke MA, Belden JL, Koopman RJ, Steege LM, Moore JL, Canfield SM, Kim MS. Information needs and information-seeking behaviour analysis of primary care physicians and nurses: a literature review. Health Info Libr J. 2013;30(3):178–90. doi:10.1111/hir.2013.30.issue-3.
  • Younger P. Internet-based information-seeking behaviour amongst doctors and nurses: a short review of the literature. Health Info Libr J. 2010;27(1):2–10. doi:10.1111/j.1471-1842.2010.00883.x.
  • Griebel L, Kolominsky-Rabas P, Schaller S, Siudyka J, Sierpinski R, Papapavlou D, Simeonidou A, Prokosch HU, Sedlmayr M. Acceptance by laypersons and medical professionals of the personalized eHealth platform, eHealthMonitor. Inform Health Soc Care. 201642(3): 232–249.
  • MacLure K, Stewart D. Self-reported digital literacy of the pharmacy workforce in North East Scotland. Pharm. 2015;3:182–96. doi:10.3390/pharmacy3040182.
  • MacLure K, Stewart D. Digital literacy knowledge and needs of pharmacy staff: a systematic review. J Innov Health Inform. 2016;23(3):560–71. doi:10.14236/jhi.v23i3.840.
  • Ahmed S. mHealth Literacy: Characterizing people’s ability to use smartphone-based health-related applications [ doctoral dissertation]. Champaign, Illinois: University of Illinois at Urbana-Champaign; 2015.
  • Davis FD, Bagozzi RP, Warshaw PR. User acceptance of computer technology: a comparison of two theoretical models. Manage Sci. 1989;35(8):982–1003. doi:10.1287/mnsc.35.8.982.
  • Venkatesh V, Bala H. Technology acceptance model 3 and a research Agenda on interventions. Decis Sci. 2008;39(2):273–315. doi:10.1111/j.1540-5915.2008.00192.x.
  • Venkatesh V, Davis FD. A theoretical extension of the technology acceptance model: four longitudinal field studies. Manage Sci. 2000;46(2):186–204. doi:10.1287/mnsc.46.2.186.11926.
  • Fishbein, M., & Ajzen, I. (1975) Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research. Reading, MA: Addison-Wesley.
  • Compeau D, Higgins C. Application of social cognitive theory to training for computer skills. Inform Syst Res. 1995;6(2):118–43. doi:10.1287/isre.6.2.118.
  • Mohamed AHHM, Tawfik H, Norton L, Al-Jumeily D, editors. e-HTAM: A technology acceptance model for electronic health. Innovations in Information Technology (IIT), International Conference on Innovation in Information Technology (IIT), Abu Dhabi, United Arab Emirates, April 25–27 2011: 25–27.
  • Ahadzadeh AS, Pahlevan Sharif S, Ong FS, Khong KW. Integrating health belief model and technology acceptance model: an investigation of health-related internet use. J Med Internet Res. 2015;17(2):e45. doi:10.2196/jmir.3564.
  • Smith S, Curtis L, Wardle J, Von Wagner C, Wolf M, Baradaran HR. Skill set or mind set? associations between health literacy, patient activation and health. PLoS One. 2013;8(9):e74373. doi:10.1371/journal.pone.0074373.
  • Enwald H, Hirvonen N, Huotari M, Korpelainen R, Pyky R, Savolainen M, Salonurmi T, Keränen A-M, Jokelainen T, Niemelä R. Everyday health information literacy among young men compared with adults with high risk for metabolic syndrome – a cross-sectional population-based study. J Inf Sci. 2016;42(3):344–55. doi:10.1177/0165551516628449.

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