The influence of patient portals on users' decision making is insufficiently investigated: A systematic methodological review

BACKGROUND Patient portals are considered valuable conduits for supporting patients' self-management. However, it is unknown why they often fail to impact on health care processes and outcomes. This may be due to a scarcity of robust studies focusing on the steps that are required to induce improvement: users need to effectively interact with the portal (step 1) in order to receive information (step 2), which might influence their decision-making (step 3). We aimed to explore this potential knowledge gap by investigating to what extent each step has been investigated for patient portals, and explore the methodological approaches used. METHODS We performed a systematic literature review using Coiera's information value chain as a guiding theoretical framework. We searched MEDLINE and Scopus by combining terms related to patient portals and evaluation methodologies. Two reviewers selected relevant papers through duplicate screening, and one extracted data from the included papers. RESULTS We included 115 articles. The large majority (n = 104) evaluated aspects related to interaction with patient portals (step 1). Usage was most often assessed (n = 61), mainly by analysing system interaction data (n = 50), with most authors considering participants as active users if they logged in at least once. Overall usability (n = 57) was commonly assessed through non-validated questionnaires (n = 44). Step 2 (information received) was investigated in 58 studies, primarily by analysing interaction data to evaluate usage of specific system functionalities (n = 34). Eleven studies explicitly assessed the influence of patient portals on patients' and clinicians' decisions (step 3). CONCLUSIONS Whereas interaction with patient portals has been extensively studied, their influence on users' decision-making remains under-investigated. Methodological approaches to evaluating usage and usability of portals showed room for improvement. To unlock the potential of patient portals, more (robust) research should focus on better understanding the complex process of how portals lead to improved health and care.

[1]  Dean J Karavite,et al.  A Shared e-Decision Support Portal for Pediatric Asthma , 2014, The Journal of ambulatory care management.

[2]  Vimla L. Patel,et al.  What Do Patients Do with Access to Their Medical Records? , 2001, MedInfo.

[3]  James R. Lewis,et al.  IBM computer usability satisfaction questionnaires: Psychometric evaluation and instructions for use , 1995, Int. J. Hum. Comput. Interact..

[4]  Tsuyoshi Murata,et al.  {m , 1934, ACML.

[5]  Abraham Rudnick,et al.  Client perceptions of the mental health engagement network: a qualitative analysis of an electronic personal health record , 2015, BMC Psychiatry.

[6]  Amy Butros,et al.  Research Paper: Giving Patients Access to Their Medical Records via the Internet: The PCASSO Experience , 2002, J. Am. Medical Informatics Assoc..

[7]  S. Simon,et al.  Engaging patients in medication reconciliation via a patient portal following hospital discharge. , 2014, Journal of the American Medical Informatics Association : JAMIA.

[8]  J. Glanville,et al.  Searching for Studies , 2008 .

[9]  Enrico Coiera,et al.  Social and Self-Reflective Use of a Web-Based Personally Controlled Health Management System , 2013, Journal of medical Internet research.

[10]  F. Snoek,et al.  Uptake and Effects of the e-Vita Personal Health Record with Self-Management Support and Coaching, for Type 2 Diabetes Patients Treated in Primary Care , 2016, Journal of diabetes research.

[11]  Yongmin Kim,et al.  Application and Evaluation of Personal Health Information Management System , 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[12]  Giandomenico Nollo,et al.  Toward personal eHealth in cardiology. Results from the EPI-MEDICS telemedicine project. , 2005, Journal of electrocardiology.

[13]  J. B. Brooke,et al.  SUS: A 'Quick and Dirty' Usability Scale , 1996 .

[14]  Erik Taal,et al.  Impact of patient-accessible electronic medical records in rheumatology: use, satisfaction and effects on empowerment among patients , 2014, BMC Musculoskeletal Disorders.

[15]  D. Bates,et al.  Which Users Should Be the Focus of Mobile Personal Health Records? Analysis of User Characteristics Influencing Usage of a Tethered Mobile Personal Health Record , 2016, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

[16]  Patricia C. Dykes,et al.  A web-based, patient-centered toolkit to engage patients and caregivers in the acute care setting: a preliminary evaluation , 2016, J. Am. Medical Informatics Assoc..

[17]  Rebeccah Mercado,et al.  Meaningful Use of a Confidential Adolescent Patient Portal. , 2016, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[18]  Thomas A Horan,et al.  HealthATM: personal health cyberinfrastructure for underserved populations. , 2011, American journal of preventive medicine.

[19]  F. Goodwin,et al.  A randomized comparison of online and paper mood charts for people with bipolar disorder. , 2010, Journal of affective disorders.

[20]  Vimla L. Patel,et al.  Cognitive and usability engineering methods for the evaluation of clinical information systems , 2004, J. Biomed. Informatics.

[21]  A. Ant Ozok,et al.  Usability and User Acceptance for Personal Health Records: A Perspective from Healthcare Citizens , 2009, HCI.

[22]  Til Wykes,et al.  Collaborative development of an electronic Personal Health Record for people with severe and enduring mental health problems , 2014, BMC Psychiatry.

[23]  John D. Halamka,et al.  Internet portal use in an academic multiple sclerosis center , 2012, J. Am. Medical Informatics Assoc..

[24]  Harold Bursztajn,et al.  Direct-to-patient laboratory test reporting: balancing access with effective clinical communication. , 2014, JAMA.

[25]  Tejal K. Gandhi,et al.  Implementing practice-linked pre-visit electronic journals in primary care: patient and physician use and satisfaction , 2010, J. Am. Medical Informatics Assoc..

[26]  Jakob Nielsen,et al.  Usability engineering , 1997, The Computer Science and Engineering Handbook.

[27]  Femida Gwadry-Sridhar,et al.  Evaluation of a Web-Based Patient Portal for Chronic Disease Management , 2011, eHealth.

[28]  Tom Elliott,et al.  Impact of patient use of an online patient portal on diabetes outcomes. , 2014, Canadian journal of diabetes.

[29]  A. Sheikh,et al.  The provision and impact of online patient access to their electronic health records (EHR) and transactional services on the quality and safety of health care: systematic review protocol. , 2013, Informatics in primary care.

[30]  S. Lipsitz,et al.  Awareness and Use of the After-Visit Summary Through a Patient Portal: Evaluation of Patient Characteristics and an Application of the Theory of Planned Behavior , 2016, Journal of medical Internet research.

[31]  Suzanne Bakken,et al.  Exploring Factors Related to the Adoption and Acceptance of an Internet-based Electronic Personal Health Management Tool (EPHMT) in a Low Income, Special Needs Population of People Living with HIV and AIDS in New York City , 2014, Nursing Informatics.

[32]  Frank Ückert,et al.  User Acceptance of and Satisfaction with a Personal Electronic Health Record , 2005, MIE.

[33]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[34]  Roger Luckmann,et al.  Design of a handheld electronic pain, treatment and activity diary , 2010, J. Biomed. Informatics.

[35]  Neil M. Paige,et al.  Electronic Patient Portals: Evidence on Health Outcomes, Satisfaction, Efficiency, and Attitudes , 2013, Annals of Internal Medicine.

[36]  Fred D. Davis,et al.  User Acceptance of Computer Technology: A Comparison of Two Theoretical Models , 1989 .

[37]  J. Seeley,et al.  Methodological Issues in Research on Web-Based Behavioral Interventions , 2009, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[38]  Theodoros N. Arvanitis,et al.  Patients’ online access to their electronic health records and linked online services: a systematic interpretative review , 2014, BMJ Open.

[39]  Feipei Lai,et al.  Evaluating Self-Management Behaviors of Diabetic Patients in a Telehealthcare Program: Longitudinal Study Over 18 Months , 2013, Journal of medical Internet research.

[40]  Pedro Gonzales,et al.  Assessing the Usability of Web-Based Personal Health Records , 2010 .

[41]  Rainu Kaushal,et al.  Patient activation and use of an electronic patient portal , 2015, Informatics for health & social care.

[42]  Scott McIntosh,et al.  Caregiver Preferences Regarding Personal Health Records in the Management of ADHD , 2014, Clinical pediatrics.

[43]  Kent L. Norman,et al.  Development of an instrument measuring user satisfaction of the human-computer interface , 1988, CHI '88.

[44]  C. Pyper,et al.  Patients' experiences when accessing their on-line electronic patient records in primary care. , 2004, The British journal of general practice : the journal of the Royal College of General Practitioners.

[45]  Brian Fisher,et al.  How patients use access to their electronic GP record--a quantitative study. , 2011, Family practice.

[46]  Blackford Middleton,et al.  Design and implementation of a web-based patient portal linked to an electronic health record designed to improve medication safety: the Patient Gateway medications module. , 2008, Informatics in primary care.

[47]  Joann G Elmore,et al.  Do Patients Who Access Clinical Information on Patient Internet Portals Have More Primary Care Visits? , 2016, Medical care.

[48]  N. Gordon,et al.  Older adults’ readiness to engage with eHealth patient education and self-care resources: a cross-sectional survey , 2016, BMC Health Services Research.

[49]  Robert M. Schumacher,et al.  Improving the User Interface and Adoption of Online Personal Health Records , 2009 .

[50]  Suzanne Paone,et al.  Direct Release of Test Results to Patients Increases Patient Engagement and Utilization of Care , 2016, PloS one.

[51]  Annie Y. S. Lau,et al.  Comparative Usage of a Web-based Personally Controlled Health Management System and Normal Support: a Case Study in IVF , 2012 .

[52]  Joseph Sharit,et al.  Usability of an Electronic Personal Health Record (PHR) Among a Diverse Group of Adults , 2014 .

[53]  S. Cunningham,et al.  User Experiences of an Electronic Personal Health Record for Diabetes , 2019, Journal of diabetes science and technology.

[54]  Christopher Pearce,et al.  A personally controlled electronic health record for Australia , 2014, J. Am. Medical Informatics Assoc..

[55]  Elske Ammenwerth,et al.  The Impact of Electronic Patient Portals on Patient Care: A Systematic Review of Controlled Trials , 2012, Journal of medical Internet research.

[56]  Blackford Middleton,et al.  Practice-linked online personal health records for type 2 diabetes mellitus: a randomized controlled trial. , 2008, Archives of internal medicine.

[57]  R. Hasnain-Wynia,et al.  Disparities in Enrollment and Use of an Electronic Patient Portal , 2011, Journal of General Internal Medicine.

[58]  Claudio Eccher,et al.  A Mobile Logbook to Diagnose Masked Hypertension: a Pilot Application , 2014, MIE.

[59]  Leslie S. Liu,et al.  Barriers to the adoption and use of personal health record systems , 2011, iConference.

[60]  Enrico Coiera Guide to health informatics , 2015 .

[61]  Hsinchun Chen,et al.  DiabeticLink: An Internationally Collaborative Cyber-Enabled Patient Empowerment Platform , 2015, ICSH.

[62]  T. Wykes,et al.  Electronic personal health records for people with severe mental illness; a feasibility study , 2015, BMC Psychiatry.

[63]  T. Greenhalgh,et al.  Adoption, non-adoption, and abandonment of a personal electronic health record: case study of HealthSpace , 2010, BMJ : British Medical Journal.

[64]  David Young,et al.  Research Paper: Patient Experiences and Attitudes about Access to a Patient Electronic Health Care Record and Linked Web Messaging , 2004, J. Am. Medical Informatics Assoc..

[65]  Theodoros N. Arvanitis,et al.  Patients' online access to their electronic health records and linked online services: a systematic review in primary care. , 2015, The British journal of general practice : the journal of the Royal College of General Practitioners.

[66]  Michael S. Wolf,et al.  Disparities in registration and use of an online patient portal among older adults: findings from the LitCog cohort , 2015, J. Am. Medical Informatics Assoc..

[67]  Jeff Gilchrist,et al.  PPADS: Physician-PArent Decision-Support for Neonatal Intensive Care , 2013, MedInfo.

[68]  Annalu Waller,et al.  My Diabetes My Way: an electronic personal health record for diabetes: , 2013 .

[69]  Steven K. Feiner,et al.  Interactive tools for inpatient medication tracking: a multi-phase study with cardiothoracic surgery patients , 2016, J. Am. Medical Informatics Assoc..

[70]  Noel T Brewer,et al.  Tables or Bar Graphs? Presenting Test Results in Electronic Medical Records , 2012, Medical decision making : an international journal of the Society for Medical Decision Making.

[71]  K. Mandl,et al.  Patient-Centered Design of an Information Management Module for a Personally Controlled Health Record , 2010, Journal of medical Internet research.

[72]  Howard Pai,et al.  Is Canada ready for patient accessible electronic health records? A national scan , 2008, BMC Medical Informatics Decis. Mak..

[73]  Kasper Hornbæk,et al.  Current practice in measuring usability: Challenges to usability studies and research , 2006, Int. J. Hum. Comput. Stud..

[74]  David Wiljer,et al.  The anxious wait: assessing the impact of patient accessible EHRs for breast cancer patients , 2010, BMC Medical Informatics Decis. Mak..

[75]  J. Finkelstein,et al.  Exploring Three Perspectives on Feasibility of a Patient Portal for Older Adults , 2014, ICIMTH.

[76]  Penelope Phipps,et al.  Adoption , 1953, Mental health.

[77]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[78]  David W. Bates,et al.  Empowering Patients to Improve the Quality of Their Care: Design and Implementation of a Shared Health Maintenance Module in a US Integrated Healthcare Delivery Network , 2007, MedInfo.

[79]  S. Czaja,et al.  The Impact of Numeracy Ability and Technology Skills on Older Adults’ Performance of Health Management Tasks Using a Patient Portal , 2014, Journal of applied gerontology : the official journal of the Southern Gerontological Society.

[80]  S. Pongthananikorn Development of a chronic kidney disease knowledge website with electronic personal health records for patients , 2016 .

[81]  Claudia Pagliari,et al.  Embedding online patient record access in UK primary care: a survey of stakeholder experiences , 2012, JRSM short reports.

[82]  Julia Adler-Milstein,et al.  A comparison of how four countries use health IT to support care for people with chronic conditions. , 2014, Health affairs.

[83]  David C Grossman,et al.  Integrated Personal Health Record Use: Association With Parent-Reported Care Experiences , 2012, Pediatrics.

[84]  Alexander H. Krist,et al.  Designing a patient-centered personal health record to promote preventive care , 2011, BMC Medical Informatics Decis. Mak..

[85]  James W. Mold,et al.  Impact of a Wellness Portal on the Delivery of Patient-Centered Preventive Care , 2012, The Journal of the American Board of Family Medicine.

[87]  Keith Simpson,et al.  Patient access to complex chronic disease records on the Internet , 2012, BMC Medical Informatics and Decision Making.

[88]  Suzanne Bakken,et al.  Processes and outcomes of developing a continuity of care document for use as a personal health record by people living with HIV/AIDS in New York City , 2012, Int. J. Medical Informatics.

[89]  Laurent Chiche,et al.  Evaluation of a prototype electronic personal health record for patients with idiopathic thrombocytopenic purpura , 2012, Patient preference and adherence.

[90]  J. Kremer,et al.  IVF patients show three types of online behaviour. , 2008, Human reproduction.

[91]  Kim M. Nazi Veterans' voices: use of the American Customer Satisfaction Index (ACSI) Survey to identify My HealtheVet personal health record users' characteristics, needs, and preferences , 2010, J. Am. Medical Informatics Assoc..

[92]  Dean J Karavite,et al.  Parent-Reported Outcomes of a Shared Decision-Making Portal in Asthma: A Practice-Based RCT , 2015, Pediatrics.

[93]  Noa Segall,et al.  Usability evaluation of a personal health record. , 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

[94]  Roger B. Davis,et al.  Using a Patient Internet Portal to Prevent Adverse Drug Events: A Randomized, Controlled Trial , 2013, Journal of patient safety.

[95]  Yongmin Kim,et al.  Challenges to Using an Electronic Personal Health Record by a Low-Income Elderly Population , 2009, Journal of medical Internet research.

[96]  Terry Young,et al.  Accessing personal medical records online: A means to what ends? , 2015, Int. J. Medical Informatics.

[97]  John Hickner,et al.  The Association Between Personal Health Record Use and Diabetes Quality Measures , 2012, Journal of General Internal Medicine.

[98]  S. Rauch,et al.  Harnessing Smartphone-Based Digital Phenotyping to Enhance Behavioral and Mental Health , 2016, Neuropsychopharmacology.

[99]  Claudio Eccher,et al.  Using Interaction Design to Improve Usability of a PHR User Interface Based on Visual Elements , 2008 .

[100]  D. Bates,et al.  The digital divide in adoption and use of a personal health record. , 2011, Archives of internal medicine.

[101]  Nicole L. Exe,et al.  Numeracy and Literacy Independently Predict Patients’ Ability to Identify Out-of-Range Test Results , 2014, Journal of medical Internet research.

[102]  Jens H. Weber,et al.  Conditions potentially sensitive to a Personal Health Record (PHR) intervention, a systematic review , 2015, BMC Medical Informatics and Decision Making.

[103]  Alissa L. Russ,et al.  Lessons learned from usability testing of the VA's personal health record , 2011, J. Am. Medical Informatics Assoc..

[104]  David Chan,et al.  Access to web-based personalized antenatal health records for pregnant women: a randomized controlled trial. , 2008, Journal of obstetrics and gynaecology Canada : JOGC = Journal d'obstetrique et gynecologie du Canada : JOGC.

[105]  Bonnie J Wakefield,et al.  Transfer of information from personal health records: a survey of veterans using My HealtheVet. , 2012, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

[106]  Morgan Price,et al.  Using Usability Evaluation to Inform Alberta's Personal Health Record Design , 2015, ITCH.

[107]  David W. Bates,et al.  An effort to improve electronic health record medication list accuracy between visits: Patients' and physicians' response , 2008, Int. J. Medical Informatics.

[108]  William B. Lober,et al.  Usage Patterns of a Personal Health Record by Elderly and Disabled Users , 2007, AMIA.

[109]  Tejal K. Gandhi,et al.  Effects of an online personal health record on medication accuracy and safety: a cluster-randomized trial , 2012, J. Am. Medical Informatics Assoc..

[110]  Floor Sieverink,et al.  The Added Value of Log File Analyses of the Use of a Personal Health Record for Patients With Type 2 Diabetes Mellitus , 2014, Journal of diabetes science and technology.

[111]  Kevin B. Johnson,et al.  Understanding Patient Portal Use: Implications for Medication Management , 2013, Journal of medical Internet research.

[112]  Suzanne Bakken,et al.  Review of health information technology usability study methodologies , 2011, J. Am. Medical Informatics Assoc..

[113]  Brian Fisher,et al.  Patients' access to their electronic record: offer patients access as soon as you can. , 2013, The British journal of general practice : the journal of the Royal College of General Practitioners.

[114]  Yang Xie,et al.  Predictors and intensity of online access to electronic medical records among patients with cancer. , 2014, Journal of oncology practice.

[115]  Taya Irizarry,et al.  Patient Portals and Patient Engagement: A State of the Science Review , 2015, Journal of medical Internet research.

[116]  P. Pronovost,et al.  Usability and perceived usefulness of Personal Health Records for preventive health care: a case study focusing on patients' and primary care providers' perspectives. , 2014, Applied ergonomics.

[117]  Joan F. Hilton,et al.  Personal health records in a public hospital: experience at the HIV/AIDS clinic at San Francisco General Hospital , 2010, J. Am. Medical Informatics Assoc..

[118]  D. Morrow,et al.  Factors affecting usage of a personal health record (PHR) to manage health. , 2013, Psychology and aging.

[119]  Michelle L. Rogers,et al.  Research Paper: Usability Testing Finds Problems for Novice Users of Pediatric Portals , 2009, J. Am. Medical Informatics Assoc..

[120]  Kasper Hornbæk,et al.  Old wine in new bottles or novel challenges: a critical analysis of empirical studies of user experience , 2011, CHI.

[121]  J. Ioannidis,et al.  The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. , 2009, Journal of clinical epidemiology.

[122]  Shoko Tani,et al.  Development of a Health Management Support System for Patients with Diabetes Mellitus at Home , 2010, Journal of Medical Systems.

[123]  Nhan V. Do,et al.  The military health system's personal health record pilot with Microsoft HealthVault and Google Health , 2011, J. Am. Medical Informatics Assoc..

[124]  Robert Nguyen,et al.  Social disparities in internet patient portal use in diabetes: evidence that the digital divide extends beyond access , 2011, J. Am. Medical Informatics Assoc..

[125]  Juan Pablo Hourcade,et al.  Personal health records: a randomized trial of effects on elder medication safety , 2014, J. Am. Medical Informatics Assoc..

[126]  C. Kruse,et al.  The Effect of Patient Portals on Quality Outcomes and Its Implications to Meaningful Use: A Systematic Review , 2015, Journal of medical Internet research.

[127]  Jeffrey A. White,et al.  Transforming patient and family access to medical information: utilisation patterns of a patient-accessible electronic health record , 2010, Cardiology in the Young.

[128]  Beenish Chaudry,et al.  An offline mobile nutrition monitoring intervention for varying-literacy patients receiving hemodialysis: a pilot study examining usage and usability , 2012, J. Am. Medical Informatics Assoc..

[129]  D W Bates,et al.  Increasing Patient Engagement: Patients’ Responses to Viewing Problem Lists Online , 2014, Applied Clinical Informatics.

[130]  Yongmin Kim,et al.  Personal health information management system and its application in referral management , 2004, IEEE Transactions on Information Technology in Biomedicine.

[131]  Kevin B. Johnson,et al.  MyMediHealth - Designing a next generation system for child-centered medication management , 2010, J. Biomed. Informatics.

[132]  Kevin B. Johnson,et al.  Patient Entry of Information: Evaluation of User Interfaces , 2004, Journal of medical Internet research.

[133]  Pallavi Ranade-Kharkar,et al.  Development and early usage patterns of a consumer-facing family health history tool. , 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

[134]  David M. Liebovitz,et al.  The effect of tablet computers with a mobile patient portal application on hospitalized patients' knowledge and activation , 2016, J. Am. Medical Informatics Assoc..

[135]  S. Liaw,et al.  Which Bundles of Features in a Web-Based Personally Controlled Health Management System Are Associated With Consumer Help-Seeking Behaviors for Physical and Emotional Well-Being? , 2013, Journal of medical Internet research.

[136]  Jessica W K Lam,et al.  Electronic and Paper Diary Recording of Infant and Caregiver Behaviors , 2010, Journal of developmental and behavioral pediatrics : JDBP.

[137]  Clemens Scott Kruse,et al.  Patient and Provider Attitudes Toward the Use of Patient Portals for the Management of Chronic Disease: A Systematic Review , 2015, Journal of medical Internet research.

[138]  S. Trent Rosenbloom,et al.  Triaging patients at risk of influenza using a patient portal , 2012, J. Am. Medical Informatics Assoc..

[139]  Shelagh A Mulvaney,et al.  Patient Web Portals to Improve Diabetes Outcomes: A Systematic Review , 2010, Current diabetes reports.

[140]  Joann G Elmore,et al.  Inviting Patients to Read Their Doctors' Notes: Patients and Doctors Look Ahead , 2011, Annals of Internal Medicine.

[141]  William B. Lober,et al.  Barriers to the use of a Personal Health Record by an Elderly Population , 2006, AMIA.

[142]  Vimla L. Patel,et al.  The patient clinical information system (PatCIS): technical solutions for and experience with giving patients access to their electronic medical records , 2002, Int. J. Medical Informatics.

[143]  Sara J. Czaja,et al.  The Usability of Electronic Personal Health Record Systems for an Underserved Adult Population , 2015, Hum. Factors.

[144]  Bengisu Tulu,et al.  Personal Health Records: Identifying Utilization Patterns from System Use Logs and Patient Interviews , 2012, 2012 45th Hawaii International Conference on System Sciences.

[145]  James B. Jones,et al.  The Wired Patient: Patterns of Electronic Patient Portal Use Among Patients With Cardiac Disease or Diabetes , 2015, Journal of medical Internet research.

[146]  L. Kalish,et al.  Parent-driven technology for decision support in pediatric emergency care. , 2009, Joint Commission journal on quality and patient safety.

[147]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[148]  K. Simpson,et al.  Patients’ Continuing Use of an Online Health Record: A Quantitative Evaluation of 14,000 Patient Years of Access Data , 2014, Journal of medical Internet research.

[149]  F. Lau,et al.  Meeting the health information needs of prostate cancer patients using personal health records. , 2013, Current oncology.

[150]  Hardeep Singh,et al.  Patient access to medical records and healthcare outcomes: a systematic review , 2014, J. Am. Medical Informatics Assoc..

[151]  Stephanie L. Shimada,et al.  Personal Health Record Use and Its Association with Antiretroviral Adherence: Survey and Medical Record Data from 1871 US Veterans Infected with HIV , 2013, AIDS and Behavior.

[152]  David M. Rind,et al.  Research Paper: Who Uses the Patient Internet Portal? The PatientSite Experience , 2006, J. Am. Medical Informatics Assoc..