Patient portal adoption and use by hospitalized cancer patients: a retrospective study of its impact on adverse events, utilization, and patient satisfaction

BackgroundPortal use has been studied among outpatients, but its utility and impact on inpatients is unclear. This study describes portal adoption and use among hospitalized cancer patients and investigates associations with selected safety, utilization, and satisfaction measures.MethodsA retrospective review of 4594 adult hospitalized cancer patients was conducted between 2012 and 2014 at Mayo Clinic in Jacksonville, Florida, comparing portal adopters, who registered for a portal account prior to hospitalization, with nonadopters. Adopters were classified by their portal activity during hospitalization as active or inactive inpatient users. Univariate and several logistic and linear regression models were used for analysis.ResultsOf total patients, 2352 (51.2%) were portal adopters, and of them, 632 (26.8%) were active inpatient users. Portal adoption was associated with patients who were young, female, married, with higher income, and had more frequent hospitalizations (P < .05). Active inpatient use was associated with patients who were young, married, nonlocals, with higher disease severity, and were hospitalized for medical treatment (P < .05). In univariate analyses, self-management knowledge scores were higher among adopters vs nonadopters (84.3 and 80.0, respectively; P = .01) and among active vs inactive inpatient users (87.0 and 83.3, respectively; P = .04). In regression models adjusted for age and disease severity, the association between portal behaviors and majority of measures were not significant (P > .05).ConclusionsOver half of our cancer inpatients adopted a portal prior to hospitalization, with increased adoption associated with predisposing and enabling determinants (eg: age, sex, marital status, income), and increased inpatient use associated with need (eg: nonlocal residence and disease severity). Additional research and greater effort to expand the portal functionality is needed to impact inpatient outcomes.

[1]  K Ann McKibbon,et al.  Health Information Technology to Facilitate Communication Involving Health Care Providers, Caregivers, and Pediatric Patients: A Scoping Review , 2010, Journal of medical Internet research.

[2]  Beatrice Podtschaske,et al.  Engaging patients through open notes: an evaluation using mixed methods , 2016, BMJ Open.

[3]  David W. Bates,et al.  White Paper: Personal Health Records: Definitions, Benefits, and Strategies for Overcoming Barriers to Adoption , 2006, J. Am. Medical Informatics Assoc..

[4]  Antonio Trogu,et al.  Hospital Admission of Cancer Patients: Avoidable Practice or Necessary Care? , 2015, PloS one.

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

[6]  Gretchen Purcell Jackson,et al.  Use of a Patient Portal During Hospital Admissions to Surgical Services , 2016, AMIA.

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

[8]  Susan Catt,et al.  Psychosocial and supportive-care needs in high-grade glioma. , 2008, The Lancet. Oncology.

[9]  James M. Naessens,et al.  Patient portal use and hospital outcomes , 2018, J. Am. Medical Informatics Assoc..

[10]  D. Blumenthal Launching HITECH. , 2010, The New England journal of medicine.

[11]  Chen-Tan Lin,et al.  Research Paper: Use of a Patient-Accessible Electronic Medical Record in a Practice for Congestive Heart Failure: Patient and Physician Experiences , 2004, J. Am. Medical Informatics Assoc..

[12]  R. Andersen A behavioral model of families' use of health services , 1968 .

[13]  J. Hibbard,et al.  Why Does Patient Activation Matter? An Examination of the Relationships Between Patient Activation and Health-Related Outcomes , 2012, Journal of General Internal Medicine.

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

[15]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[16]  M. Rosenzweig,et al.  The History and Physical in Cancer Care: A Primer for the Oncology Advanced Practitioner , 2014, Journal of the advanced practitioner in oncology.

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

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

[19]  C. Mackenzie,et al.  A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. , 1987, Journal of chronic diseases.

[20]  L. Degner,et al.  Relationship between preferences for decisional control and illness information among women with breast cancer: a quantitative and qualitative analysis. , 1994, Social science & medicine.

[21]  S. Lee,et al.  Meeting patients’ health information needs in breast cancer center hospitals – a multilevel analysis , 2014, BMC Health Services Research.

[22]  David Carrell,et al.  Research Paper: Patient Web Services Integrated with a Shared Medical Record: Patient Use and Satisfaction , 2007, J. Am. Medical Informatics Assoc..

[23]  D. Nutbeam,et al.  Health promotion glossary (1998) , 1998 .

[24]  J. Babb,et al.  Risk for unplanned hospital readmission of patients with cancer: results of a retrospective medical record review. , 2006, Oncology nursing forum.

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

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

[27]  Sung Won Choi,et al.  BMT Roadmap: A User-Centered Design Health Information Technology Tool to Promote Patient-Centered Care in Pediatric Hematopoietic Cell Transplantation. , 2017, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[28]  D. Travers,et al.  Why do patients with cancer visit emergency departments? Results of a 2008 population study in North Carolina. , 2011, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[29]  L. Casalino,et al.  Increased Health Information Technology Adoption and Use Among Small Primary Care Physician Practices Over Time: A National Cohort Study , 2017, The Annals of Family Medicine.

[30]  Joann G Elmore,et al.  Inviting Patients to Read Their Doctors' Notes: A Quasi-experimental Study and a Look Ahead , 2011, Annals of Internal Medicine.

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

[32]  Terhilda Garrido,et al.  Association between secure patient–clinician email and clinical services utilisation in a US integrated health system: a retrospective cohort study , 2015, BMJ Open.

[33]  Detmar W. Straub,et al.  Information Technology Adoption Across Time: A Cross-Sectional Comparison of Pre-Adoption and Post-Adoption Beliefs , 1999, MIS Q..

[34]  J. Schnipper,et al.  Potentially avoidable 30-day hospital readmissions in medical patients: derivation and validation of a prediction model. , 2013, JAMA internal medicine.

[35]  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.

[36]  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.

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

[38]  A. Seger,et al.  Medication reconciliation in ambulatory oncology. , 2007, Joint Commission journal on quality and patient safety.

[39]  I. Holmström,et al.  The relation between patient-centeredness and patient empowerment: a discussion on concepts. , 2010, Patient education and counseling.

[40]  Wendy Chaboyer,et al.  Using technology to engage hospitalised patients in their care: a realist review , 2017, BMC Health Services Research.

[41]  E. Lev Bandura’s Theory of Self-Efficacy: Applications to Oncology , 1997, Scholarly Inquiry for Nursing Practice.

[42]  Monica M. Horvath,et al.  Impact of Health Portal Enrollment With Email Reminders on Adherence to Clinic Appointments: A Pilot Study , 2011, Journal of medical Internet research.

[43]  Steven K. Feiner,et al.  A tablet computer application for patients to participate in their hospital care. , 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

[44]  Katherine K. Kim,et al.  Systematic Review of Hospital Readmissions Among Patients With Cancer in the United States , 2017, Oncology nursing forum.

[45]  Laurie A. Moore,et al.  Providing a Web-based Online Medical Record with Electronic Communication Capabilities to Patients With Congestive Heart Failure: Randomized Trial , 2004, Journal of medical Internet research.

[46]  Peter Paul Yu,et al.  The Evolution of Oncology Electronic Health Records , 2011, Cancer journal.

[47]  Judy Trevena,et al.  Electronic gaming as pain distraction. , 2011, Pain research & management.

[48]  Gretchen Purcell Jackson,et al.  Health Literacy, Education Levels, and Patient Portal Usage During Hospitalizations , 2015, AMIA.

[49]  David A Hanauer,et al.  A Novel Health Information Technology Communication System to Increase Caregiver Activation in the Context of Hospital-Based Pediatric Hematopoietic Cell Transplantation: A Pilot Study , 2015, JMIR research protocols.

[50]  Mark S. Ackerman,et al.  Identifying unmet informational needs in the inpatient setting to increase patient and caregiver engagement in the context of pediatric hematopoietic stem cell transplantation , 2016, J. Am. Medical Informatics Assoc..

[51]  Steven K. Feiner,et al.  Engaging hospitalized patients in clinical care: Study protocol for a pragmatic randomized controlled trial. , 2016, Contemporary clinical trials.

[52]  Judith H Hibbard,et al.  Patients with lower activation associated with higher costs; delivery systems should know their patients' 'scores'. , 2013, Health affairs.

[53]  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..

[54]  Ashish K. Jha,et al.  Patient Engagement Remain Low In Office Settings Despite Substantial Progress In EHR Adoption , Health Information Exchange And , 2014 .

[55]  K. Booth,et al.  Information needs and decision-making preferences: comparing findings for gynaecological, breast and colorectal cancer. , 2007, European journal of oncology nursing : the official journal of European Oncology Nursing Society.

[56]  Raman R Khanna,et al.  Tablet computers for hospitalized patients: a pilot study to improve inpatient engagement. , 2014, Journal of hospital medicine.

[57]  Mark C. Hornbrook,et al.  Older adults’ readiness to engage with eHealth patient education and self-care resources: a cross-sectional survey , 2018, BMC Health Services Research.

[58]  Anjali U. Pandit,et al.  The association between patient activation and accessing online health information: results from a national survey of US adults , 2015, Health expectations : an international journal of public participation in health care and health policy.

[59]  Timothy Bickmore,et al.  Taking the time to care: empowering low health literacy hospital patients with virtual nurse agents , 2009, CHI.

[60]  Peter Hoonakker,et al.  Using an inpatient portal to engage families in pediatric hospital care , 2017, J. Am. Medical Informatics Assoc..

[61]  David K. Vawdrey,et al.  Providing Hospital Patients with Access to Their Medical Records , 2014, AMIA.

[62]  Paul Slovic,et al.  Can Patients Be Part of the Solution? Views on Their Role in Preventing Medical Errors , 2005, Medical care research and review : MCRR.

[63]  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.

[64]  A. Richardson,et al.  Cancer survivors’ self-efficacy to self-manage in the year following primary treatment , 2014, Journal of Cancer Survivorship.

[65]  P. Davidson,et al.  Patient education, coaching, and self-management for cancer pain. , 2014, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[66]  Stacey Page,et al.  Underutilized time for health education of hospitalized patients. , 2008, Journal of hospital medicine.

[67]  Yoon-Ho Seol,et al.  Personal health records and hypertension control: a randomized trial , 2012, J. Am. Medical Informatics Assoc..

[68]  D. Windish,et al.  Communication discrepancies between physicians and hospitalized patients. , 2010, Archives of internal medicine.

[69]  D. Schroeder,et al.  Risk Factors for Readmission in Patients With Cancer Comanaged by Hospitalists , 2017, American journal of medical quality : the official journal of the American College of Medical Quality.

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

[71]  Nandita Mitra,et al.  Patient online self-reporting of toxicity symptoms during chemotherapy. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[72]  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..

[73]  Lisa Barbera,et al.  Why do patients with cancer visit the emergency department near the end of life? , 2010, Canadian Medical Association Journal.

[74]  Herhert M. Adler The History of the Present Illness as Treatment: Who's Listening, and Why Does It Matter? , 1997, The Journal of the American Board of Family Medicine.

[75]  Steven K. Feiner,et al.  Patient Experiences Using an Inpatient Personal Health Record , 2016, Applied Clinical Informatics.

[76]  David M. Liebovitz,et al.  Patients’ and healthcare providers’ perceptions of a mobile portal application for hospitalized patients , 2016, BMC Medical Informatics and Decision Making.

[77]  R. Andersen Revisiting the behavioral model and access to medical care: does it matter? , 1995, Journal of health and social behavior.

[78]  David Wiljer,et al.  Getting results for hematology patients through access to the electronic health record. , 2006, Canadian oncology nursing journal = Revue canadienne de nursing oncologique.

[79]  Jessica S. Ancker,et al.  Use of an Electronic Patient Portal Among Disadvantaged Populations , 2011, Journal of General Internal Medicine.

[80]  R. Andersen,et al.  Societal and individual determinants of medical care utilization in the United States. , 1973, The Milbank Memorial Fund quarterly. Health and society.

[81]  H. DeVon,et al.  Association between general self-efficacy, social support, cancer-related stress and physical health-related quality of life: a path model study in patients with neuroendocrine tumors , 2016, Health and Quality of Life Outcomes.

[82]  Betty Vandenbosch,et al.  Determinants of personal health record use: a large population study at Cleveland Clinic. , 2007, Journal of healthcare information management : JHIM.

[83]  Gianluca De Leo,et al.  Patient web portals, disease management, and primary prevention , 2017, Risk management and healthcare policy.

[84]  John H Wasson,et al.  Patients use an internet technology to report when things go wrong , 2007, Quality and Safety in Health Care.

[85]  James D. Ralston,et al.  Web-Based Collaborative Care for Type 2 Diabetes , 2009, Diabetes Care.

[86]  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.

[87]  J. Salas,et al.  Patient Portal Use and Blood Pressure Control in Newly Diagnosed Hypertension , 2016, The Journal of the American Board of Family Medicine.

[88]  Adam Williams,et al.  Patient reported barriers to enrolling in a patient portal , 2011, J. Am. Medical Informatics Assoc..

[89]  T. Palen,et al.  Association of online patient access to clinicians and medical records with use of clinical services. , 2012, JAMA.

[90]  E. Beckjord,et al.  Health-related information needs in a large and diverse sample of adult cancer survivors: implications for cancer care , 2008, Journal of cancer survivorship : research and practice.

[91]  Ann Scheck McAlearney,et al.  Information technology to support patient engagement: where do we stand and where can we go? , 2017, J. Am. Medical Informatics Assoc..

[92]  L. Kohn,et al.  COMMITTEE ON QUALITY OF HEALTH CARE IN AMERICA , 2000 .

[93]  Chen-Tan Lin,et al.  Patient access to electronic health records during hospitalization. , 2015, JAMA internal medicine.

[94]  Judith H Hibbard,et al.  Do increases in patient activation result in improved self-management behaviors? , 2007, Health services research.

[95]  Terhilda Garrido,et al.  Patient access to an electronic health record with secure messaging: impact on primary care utilization. , 2007, The American journal of managed care.

[96]  Shirley M Moore,et al.  Comparing Effects in Regular Practice of E-Communication and Web-Based Self-Management Support Among Breast Cancer Patients: Preliminary Results From a Randomized Controlled Trial , 2014, Journal of medical Internet research.

[97]  M. Caravella,et al.  Meaningful Use and the Patient Portal , 2015, American journal of medical quality : the official journal of the American College of Medical Quality.

[98]  Kevin J O'Leary,et al.  Hospitalized patients' understanding of their plan of care. , 2010, Mayo Clinic proceedings.

[99]  M. Gilbert,et al.  Personal health records, symptoms, uncertainty, and mood in brain tumor patients. , 2014, Neuro-oncology practice.