Determinants of access to eHealth services in regional Australia

BACKGROUND Australia has a universal public healthcare system, but access to eHealth services (i.e. use of the Internet and related technologies for healthcare services) remains a remarkable challenge, particularly in regional, rural and remote communities. Similar to many other countries, Australia faces the challenges of an ageing population and chronic disease management as well as balancing the supply of and the demand for quality healthcare and advanced medical procedures. The prima facie case for inequality in accessing eHealth services across geographical settings is widely acknowledged. However, regional residents' perceptions on access to eHealth services lack empirical evidence. Therefore, this study empirically investigates the current state and predictors of eHealth service access in regional Australia. METHODS A cross-sectional questionnaire-based household survey was conducted within a total of 390 randomly selected adults from the Western Downs Region in Southeast Queensland, Australia. Bivariate analysis was conducted to examine the relationship between eHealth access and respondents' characteristics. A multivariate logistic regression model was also performed to identify the significant predictors of eHealth service access in regional Australia. RESULTS Approximately 78% of the households have access to eHealth services. However, access to eHealth services in socioeconomically disadvantaged households was lower (19%) than that of their advantaged counterparts (25%). Factors that significantly increased the likelihood of accessing eHealth services included middle age (odds ratio [OR] = 2.75, 95% confidence interval [CI]: 1.84, 8.66), household size (three to four members) (OR = 2.29, 95% CI: 1.19, 4.73), broadband Internet access (OR = 1.67, 95% CI: 1.15, 2.90) and digital literacy (OR = 2.39, 95% CI: 1.23, 4.59). Factors that negatively influenced access to eHealth services were low educational levels (OR = 0.28, 95% CI: 0.09, 0.61), low socioeconomic status (OR = 0.65, 95% CI: 0.28, 0.83) and remote locations (OR = 0.66, 95% CI: 0.23, 0.80). CONCLUSION Emerging universal eHealth access provides immense societal benefits in regional settings. The findings of this study could assist policy makers and healthcare practitioners in identifying factors that influence eHealth access and thereby formulate effective health policies to optimise healthcare utilisation in regional Australia.

[1]  J. Kaltschmidt,et al.  Health workers’ knowledge of and attitudes towards computer applications in rural African health facilities , 2014, Global health action.

[2]  Gary L. Kreps,et al.  Rethinking Communication in the E-health Era , 2003, Journal of health psychology.

[3]  Chris D. Nugent,et al.  An Adaptive Semantic based Mediation System for Data Interoperability among Health Information Systems , 2014, Journal of Medical Systems.

[4]  Maria Lluch,et al.  Healthcare professionals' organisational barriers to health information technologies - A literature review , 2011, Int. J. Medical Informatics.

[5]  Md. Golam Hossain,et al.  Multiple regression analysis of anthropometric measurements influencing the cephalic index of male Japanese university students. , 2013, Singapore medical journal.

[6]  M. Brady Health care in remote Australian Indigenous communities , 2003, The Lancet.

[7]  S. Jackson,et al.  Integrating telehealth services into a remote allied health service: A pilot study , 2017, The Australian journal of rural health.

[8]  M. Gagnon,et al.  Comparison of user groups' perspectives of barriers and facilitators to implementing electronic health records: a systematic review , 2011, BMC medicine.

[9]  Kalle Lyytinen,et al.  Call for Papers - Special Issue: Organizing for Innovation in the Digitized World: Deadline: June 1, 2009 , 2009, Organ. Sci..

[10]  Tom Oluoch,et al.  Evaluation of Health IT in Low-Income Countries. , 2016, Studies in health technology and informatics.

[11]  Julie J. McGowan,et al.  The future of health IT innovation and informatics: a report from AMIA's 2010 policy meeting , 2012, J. Am. Medical Informatics Assoc..

[12]  Yvette Blount,et al.  Anywhere working and the new era of telecommuting , 2017 .

[13]  R. Lau,et al.  Factors that influence the implementation of e-health: a systematic review of systematic reviews (an update) , 2016, Implementation Science.

[14]  Paul Stolee,et al.  Facilitators and barriers of implementing the chronic care model in primary care: a systematic review , 2015, BMC Family Practice.

[15]  K. Patel,et al.  The role and impact of digital and traditional information and communication pathways in health service access and equity , 2012 .

[16]  H. Moghaddasi,et al.  eHealth Equity: Current Perspectives , 2017 .

[17]  L. Philip,et al.  Attitudes towards the use and acceptance of eHealth technologies: a case study of older adults living with chronic pain and implications for rural healthcare , 2015, BMC Health Services Research.

[18]  D. Eley,et al.  The reported benefits of telehealth for rural Australians. , 2010, Australian health review : a publication of the Australian Hospital Association.

[19]  Joan Torrent-Sellens,et al.  Modelling and Predicting eHealth Usage in Europe: A Multidimensional Approach From an Online Survey of 13,000 European Union Internet Users , 2016, Journal of medical Internet research.

[20]  Shahiduzzaman,et al.  Assessing regional digital competence: digital futures and strategic planning implications , 2018 .

[21]  Vladimir Vujovic,et al.  Internet of Things Based E-health Systems: Ideas, Expectations and Concerns , 2017, Handbook of Large-Scale Distributed Computing in Smart Healthcare.

[22]  D. Hosmer,et al.  Applied Logistic Regression , 1991 .

[23]  Francesco Barbabella,et al.  How can eHealth improve care for people with multimorbidity in Europe , 2017 .

[24]  Claude Sicotte,et al.  Barriers and facilitators to implementing electronic prescription: a systematic review of user groups' perceptions , 2014, J. Am. Medical Informatics Assoc..

[25]  David E Bloom,et al.  Towards a comprehensive public health response to population ageing , 2015, The Lancet.

[26]  P. Kotzé,et al.  A Method for Selecting E-Health Standards to Support Interoperability of Healthcare Information Systems , 2014 .

[27]  M. D. de Bruin‐Weller,et al.  Barriers and Facilitators to eHealth Use in Daily Practice: Perspectives of Patients and Professionals in Dermatology , 2017, Journal of medical Internet research.

[28]  Lorenzo Cantoni,et al.  26. Communication technology and health: The advent of ehealth applications , 2015 .

[29]  S. Ibrahim,et al.  Advancing Health Services Research to Eliminate Health Care Disparities , 2019, American journal of public health.

[30]  Anneke L Francke,et al.  Determinants of the intention to use e-Health by community dwelling older people , 2015, BMC Health Services Research.

[31]  Daniel J. Vreeman,et al.  The long road to semantic interoperability in support of public health: Experiences from two states , 2014, J. Biomed. Informatics.

[32]  Kalle Lyytinen,et al.  Organizing for Innovation in the Digitized World , 2012, Organ. Sci..

[33]  Jeffrey Soar,et al.  e-Health readiness assessment factors and measuring tools: A systematic review , 2017, Int. J. Medical Informatics.

[34]  Malcolm Koo,et al.  Predictors of Internet use for health information among male and female Internet users: Findings from the 2009 Taiwan National Health Interview Survey , 2016, Int. J. Medical Informatics.

[35]  Surya Nepal,et al.  Barriers for delivering telehealth in rural australia: a review based on Australian trials and studies. , 2014, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

[36]  J. Jones,et al.  A systematic review of primary health care delivery models in rural and remote Australia 1993 - 2006 , 2006 .

[37]  V. Seshan,et al.  Comparing ROC curves derived from regression models , 2013, Statistics in medicine.

[38]  M. Mital,et al.  E-health and wellbeing monitoring using smart healthcare devices: An empirical investigation , 2020, Technological Forecasting and Social Change.

[39]  J. Huebner,et al.  eHealth literacy, Internet and eHealth service usage: a survey among cancer patients and their relatives , 2017, Journal of Cancer Research and Clinical Oncology.

[40]  Paul Shafer,et al.  From Unequal Access to Differentiated Use: A Literature Review and Agenda for Research on Digital Inequality , 2004 .

[41]  A. Vozikis,et al.  eHealth Literacy: In the Quest of the Contributing Factors , 2016, Interactive journal of medical research.

[42]  M. Matsumoto,et al.  Association Between Remoteness to a Health Care Facility and Incidence of Ambulance Calls in Rural Areas of Japan , 2015, Health services research and managerial epidemiology.

[43]  M. Giles,et al.  Telehealth‐based model of care redesign to facilitate local fitting and management of patients with a spinal fracture requiring a thoracic lumbar sacral orthosis in rural hospitals in New South Wales , 2018, The Australian journal of rural health.

[44]  Robert H. Blank,et al.  Comparative Health Policy , 2004 .

[45]  W. Kannel,et al.  Coronary heart disease risk in people 65 years of age and older. , 2003, Progress in cardiovascular nursing.

[46]  Deborah Lupton,et al.  Critical perspectives on digital health technologies , 2014 .

[47]  Surya Nepal,et al.  Caring for the Last 3%: Telehealth Potential and Broadband Implications for Remote Australia , 2012 .

[48]  J. Dart,et al.  The internet as a source of health information in three disparate communities. , 2008, Australian health review : a publication of the Australian Hospital Association.

[49]  Natalie K. Bradford,et al.  Outcomes of using telehealth for the provision of healthcare to Aboriginal and Torres Strait Islander people: a systematic review , 2017, Australian and New Zealand journal of public health.

[50]  M. Siedner,et al.  Remoteness and maternal and child health service utilization in rural Liberia: A population–based survey , 2015, Journal of global health.

[51]  J. Spetz,et al.  Hospital Information Technology Systems' Impact on Nurses and Nursing Care , 2010, The Journal of nursing administration.

[52]  Bolanle A. Olaniran,et al.  Rethinking ICTs and E-Health: A Focus on Issues and Challenges , 2016 .